Vol. 3, No. 4
December 2013
H E ALT
H
CADEM
S E R V I CE S A
Y
ISSN: 2225-0891
E-ISSN: 2226-7018
Vol. 3, No. 4 (December) 2013
CONTENTS
Letter from Executive Editor ................................................................................................................................1
Original Articles
A Public Health Nutritional Assessment of Elderly in Islamabad: A mixed method Study
Ahmad AMR, Ronis KA...........................................................................................................................................2
Birth preparedness among the antenatal clients of public and private hospitals of Bahawalpur, Pakistan
Mahar B, Bahalkani HA, Shafat S ...........................................................................................................................6
Knowledge, Attitude and Practice of Crimean-Congo Hemorrhagic Fever among Rural Population of
Baluchistan, Pakistan
Ali Z, Kumar R, Ahmed J, Ghaffar A, Mureed S .....................................................................................................11
Susceptibility/Resistance status of Selected Insecticides in Anopheles Mosquitoes of District Gujrat,
Punjab, Pakistan
Nazir F, Rathor HR, Khan IA, Hassan SA................................................................................................................15
Still how far to reach: Situational analysis of Emergency obstetric care facilities in Tharparkar, a far
reached district of Pakistan
Maheshwari BK, Khan SA, Sahu E, Memon A, Maheshwari M, Dewani JR ...........................................................20
Predictive Mathematical Modeling and Statistical Analysis for Bacterial Inactivation Using Microwave
Treatment
Sana A, Mah-laka, Hamidani S, Bokhari H ..............................................................................................................27
Review Articles
Contextual determinants of Skilled Birth Attendant utilization: An In-depth Analysis of Pakistan
Demographic Household Survey
Sarfraz M, Yaqoob A, Hamid S ................................................................................................................................31
Measuring cognitive potential of children in Pakistan: building up a case
Gilani I, Sikander S ..................................................................................................................................................39
Short Communications
Insecticide Susceptibility/Resistance Status of Anopheles Mosquitoes in District Bahawalpur, Punjab
Pakistan: An Entomological Survey
Mehmood K, Rathor HR, khan IA, Hassan SA, Faridi TA .......................................................................................44
Pak J Publick Health Vol 3, No. 4, 2013
Letter from the Executive Editor
We are presenting the issue four of the third volume of the Pakistan Journal of public Health with great satisfaction and a
sense of achievement because of the fact that the last issue of the journal achieved the largest circulation ever achieved
by this journal and that new articles, on a wide variety of key topics related to public health, have been submitted for
publication in the coming issues of the journal. Also we are maintaining our policy of encourages both fresh graduates
as well experienced medical and bio-medical scientists to publish their work.
The PJPH continues to highlight the public health issues spotlighted by Millennium Development Goals (MDGs), the
global framework for collective action, to combat poverty, disease, environmental degradation etc. The journal also
addresses key public health concern such as how to reduce the double burden of communicable and non-communicable
diseases that are faced by developing countries. Due attention continues to the psycho-social aspects of health to
ensure complete wellness and quality of life. A unique feature of the journal is that it continues to highlight the diversity of
public health issue specially the control of vector-borne diseases which continue to emerge and re-emerge in this region.
This issue includes a paper that highlights a very important issue of increasing population of elderly in Pakistan, their
nutritional status and quality of life and recommends establishment of policy and strategy to ensure quality of life of elderly
people. Three papers are published in this issue that pertain to the 5th element of MDGs. One of them explores the key
issues of antenatal preparedness of pregnant women at private & Public Hospitals. It points out that the Knowledge on
danger signs of obstetric complications are poor and need considerable improvements .The second paper on the same
theme concluded that the educational status, living standard, affordability and access to the health facility having skilled
birth attendants are linked to the best practices of having a skilled birth attendant to supervise pregnancy and delivery.
The other deals with safe pregnancy and delivery, the study points out to the inadequacies in availability & accessibility
of important functions of BEmOC and CEmOC in remote area of Tharparkar .Persisting and re-emerging vector-borne
diseases i.e. Crimean-Congo Hemorrhagic Fever among Rural Populations of Baluchistan and insecticide susceptibility
monitoring in malaria vector mosquitoes in Punjab, are the themes of two publications and both emphasizes on the
need for capacity building at all levels. A review on cognitive potential of children presents a very useful analysis of
various interacting psycho-social and environmental factors affecting growth, cognitive or socio-emotional development
of children living in poverty. THE 7TH element of MDGs on “ensuring safe drinking water “ is addressed by a paper
presenting an improved model for predicting bacterial (Vibrio Cholera ) growth in water, after microwave irradiation ,
which will find useful application in ensuring microbiologically clean drinking water by determining the dynamics of such
other pathogens .
We wish to thank our contributors and readers for their continued and overwhelming response and support to JPJH. As
reported earlier, the Pakistan Journal of Public Health has obtained the indexation in WHO EMRO database of Scientific
journals (IMEMR), Index Copernicus and EMBASE, it is in progress with Thomas Reuters, Pakistan Medical and Dental
council and Higher Education Commission of Pakistan.
We wish to acknowledge our gratitude, for the members of editorial board and reviewers for ensuring the quality of
publications and national and international members of Advisory Board for support and advice for continued improvement
of the Journal.
Prof. Dr. Hamayun Rashid Rathor
December 2013. Islamabad
1
Original Article
Pak J Public Health Vol. 3, No. 4, 2013
A Public Health Nutritional Assessment of Elderly in Islamabad: A mixed method Study
Abdul Momin Rizwan Ahmad1, Katrina Aminah Ronis1
1
Health Services Academy, Islambad (Correspondence to Ahmad AMR: mominforft@yahoo.com)
Abstract
Introduction: According to the current estimates, the world’s elderly population is 605 million and by 2025, this will
reach 1.2 billion. The WHO report (1998) said that at that time, the elderly population of Pakistan constituted 5.6%
of the country’s total population which would rise to as much as around 11% by the year 2025. With the prolonging
of life, comes the added burden of non-communicable diseases, the on-going treatment and management within a
healthcare setting and within the home setting. Evidence suggests a well-nourished elderly person will maintain greater
independence, i.e. they will be more physically and mentally prepared to cope with senior years. The rationale for this
study is that in Pakistan, there is a dearth of data on the nutritional status of the elderly.
Methods: This study was conducted in urban Islamabad which is divided into different residential sectors. A mixed
method approach was utilized: the quantitative method was a face-to face survey (n = 300) (MNA - Mini Nutritional
Assessment) and the qualitative method was a semi-structured face-to-face interview (n = 9) to provide greater insight
into the survey findings. The study population included elderly males and females, over 60 years of age, as defined by
the WHO. Data analysis included descriptive statistics to find the frequencies and the percentages of all the variables.
Inferential statistics was used to find the cross tabulation between outcome and explanatory variables. For the qualitative
data, the thematic analysis was performed manually.
Results: Of the 300 study participants, 52% (n=156) were males and 48% (n=144) were females. Cross tabulation of
the socio-demographic variables and the nutritional status of the elderly revealed that there was a statistically significant
relationship between age of respondents and their nutritional status however there was no statistically significant
relationship between gender, sector (place of residence), education and income of respondents and their nutritional
status. When the study participants were asked about their food intake and correct foods to consume, most of them had
poor knowledge.
Conclusion: According to a standardized assessment tool, this study revealed that 48.7% of the elderly surveyed had a
normal nutritional status, 43.3% were at risk of malnutrition, while 8% were malnourished. Accessing elderly participants
to interview was a challenge and further research is needed in this field of public health due to the burgeoning population
pyramid for older persons. From a policy perspective, policy makers should be sensitized to this population group with
provincial health policies including the nutritional needs of our aging population as major policy goals.
Key words: Elderly, Nutritional status, Mixed method approach, Mini Nutritional Assessment. (Pak J Public Health 2013;
3(4): 2-5)
Introduction
Ageing is a natural process, which is experienced by
each and every living being on the earth (1). According
to the current estimates, the world’s elderly population
is 605 million and the proportion of elderly people has
been rising globally each year (2). The estimations show
that the world’s elderly population will reach the figure of
around 1.2 billion by the year 2025, and to the figure of 2
billion by the year 2050 (3).
Out of the total world’s elderly population,
developing countries comprise 61% while the remaining
39% lies in the developed countries. The figure of 61% in
developing countries is expected to rise to almost 70% by
the year 2025 (4).
According to the current figures, Asia had 50%
of the world’s elderly population in the year 1990 while
it is expected to rise to 58% by the year 2025. Since
Asia comprises predominantly of the world’s developing
countries, so this particular fact has led to an increased
focus on the elderly population within the developing
countries (5).
Very little knowledge is available about the
nutritional status of the elderly in case of developing
countries. There have been only a few studies on the
2
nutritional or dietary status of the elderly population in the
developing world. So public health professionals need
to focus on this population group to promote, prevent,
restore and maintain their health status (6).
Methods
This research was a mixed method approach which
involved both quantitative and qualitative methods. The
quantitative method was a face-to face survey (MNA) and
the qualitative method was semi-structured face-to-face
interviews to provide greater insights into the survey. This
study was conducted in urban Islamabad which is divided
into different residential sectors and has a population of
just over 1.70 million (7).
The study population included elderly males and females
over 60 years of age, as defined by the WHO (8).
For the MNA survey (quantitative method), the sample
size was calculated as 288.For the semi-structured faceto-face interviews (qualitative method), the sample size
was the point of saturation which was attained at the 9th
interview. The technique of convenience sampling was
used (9) that is; the study participants were selected
based on their convenient accessibility and proximity.
For the semi-structured face-to-face interviews, the study
participants (elderly) were selected through convenience
sampling and interviewed (9). Data collection occurred in
two phases. For the MNA survey (quantitative method),
data was collected using the structured questionnaire
known as Nestle’s Mini Nutritional Assessment Tool Short Form (MNA-SF) which consists of 6 questions.
For the semi-structured face-to-face interviews (qualitative
method), an open questionnaire for the qualitative
interviews was formulated which had four questions.
There were 12 variables of interest and all of them
were categorical. The variables were Age, Gender,
Sector, Education, Income, Food Intake, Weight Loss,
Mobility, Stress, Neuro-psychological problems, BMI and
Nutritional Status
Data analysis occurred in two phases related to the two
different methods utilized to collect the data. For the
quantitative part, data was entered and analyzed using
the software SPSS version 16.0. Descriptive statistics
was used to find the frequencies and the percentages
of all the variables. Inferential statistics was used to find
the cross tabulation between outcome and explanatory
variables (9). For the qualitative part, the analysis was
done manually.
The approval for the research was undertaken by the
Ethical Committee of the Health Services Academy,
Islamabad. Informed written consent was taken from all
those elderly who participated in the study.
RESULTS
Socio-economic findings:
A total of 300 assessments of elderly were undertaken
and then the frequencies and percentages of all the 12
variables were calculated. The maximum frequency was
observed in the age range of 61-70 years which was
225 while the minimum frequency was recorded in the
age range of 80-90 years which was 20.Out of total 300
respondents, 156 were males and 144 were females. The
maximum frequency of the respondents was seen in the
sector G-6 which was 52 while the minimum frequencies
were observed in sectors E-11 and G-13 which was 2.
From the total sample size n = 300, two hundred and
eight four respondents had an education of bachelor’s
and above whilst none of the respondents were illiterate
or had only primary education. Thirty seven (n=37) study
participants were dependent on their partner or children
for the income, that is, they had no income of their own.
On the other hand, 106 participants had a monthly salary
of greater than Rs, 1,00,000.
Food intake:
Two hundred and forty nine (n=249) respondents had no
decrease in their food intake during the past three months
while 22 had moderate decrease in the food intake.
Weight loss:
One hundred and forty four (n = 144) respondents had no
deliberate weight loss during the last three months while
35 of them had weight loss between 1 and 3 kg.
Mobility:
All of the participants (n=300) were able to go out of their
homes without the support of others.
Stress:
When asked about the stress during the last three months,
96 participants out of the total responded that that they
had it while the remaining 204 did not have any stress.
Neuro-psychological problems
One hundred and seventy respondents (n = 170) had no
neuro-psychological problems or severe sadness within
the past three months while 46 had severe dementia or
depression.
Body Mass Index (BMI):
The BMI of the respondents was a very important
variable which was based on the weight and height of the
individuals. When calculated, only 1 respondent had a
BMI of less than 19 while 285 had a BMI of 23 or greater.
Nutritional status:
Table 1 shows the frequency and percentages of
nutritional status in study population.
3
Table 1: Frequency and Percentage of Nutritional Status in
Study Population
NUTRITIONAL STATUS FREQUENCY PERCENTAGE (%)
(n)
Normal nutritional
146
48.7
At risk of malnutrition
130
43.3
Malnourished
24
8.0
status
Cross Tabulation:
The cross tabulation was conducted in order to assess
the level of association between outcome and explanatory
variables. Cross tabulation of the socio-demographic
variables and the nutritional status of the elderly revealed
that there was a statistically significant relationship
between age of respondents and their nutritional status
however there was no statistically significant relationship
between gender, sector (place of residence), education
and income of respondents and their nutritional status.
The Voice of Elderly People:
When nine (n=9) study participants were asked about
their food intake and correct foods to consume, most of
them had poor knowledge.
Discussion
In Pakistan there is 6.5% of the population who are 60
years and older which makes it 11.6 million at present,
therefore this is a large population group for public health
professionals to address in term of their overall health
and wellbeing (physical, mental and emotional etc) (10).
Our research assessed the nutritional status of elderly
living in Islamabad. The data revealed that nearly one
in two (48.7%) of the elderly surveyed and interviewed
had a normal nutritional status, that is, they are neither
under-nourished nor over-nourished. On the other hand,
43.3% of the elderly were at risk of malnutrition, (that is,
they are prone to attain the status of either over or under
nourished in the near future) whilst 8% were malnourished
(that is, they are either over or under nourished) . Those
elderly who were either at risk of malnutrition or were
malnourished constituted 51.3% or every second study
participant. These figures could be much higher for the
lower socio-economic class and warrants further research
to verify this.
From a public health perspective, to address
8% malnourished elderly and 43.3% who are at risk of
malnutrition is a huge challenge. An important factor to be
considered is that this study was conducted in Islamabad
which is the capital city of Islamic Republic of Pakistan
and it has the highest literacy rate in the country which
approximately 87% (11). It can be argued that expanding
the assessment of nutritional status of elderly into other
cities and provinces of Pakistan which bring down the
proportion of well-nourished elderly since other areas
have less literacy rate as compared to Islamabad.
The present study was done in urban Islamabad
which comprises of different residential factors. One of
the important factors to be considered here is that the city
of Islamabad also has different slum areas which were not
touched during this study. This means is that the actual
nutritional status of the elderly living in Islamabad would
be somewhat different from the results of the present
study.
Limitations of the Study
The major limitation of the study was that the food intake
and weight loss of the respondents during the last three
months were self-reported which means that either of
them maybe an under or overestimate.
There was no tool used to assess the stress and neuropsychological problems of the study participants and they
may be incorrect in the self-assessment of these two
variables.
Accessing the elderly was one of the major limitations of
the study.
Convenience sampling was used which means that
potentially there is a sampling bias and the sample was
not representative of the whole population.
The results of the study cannot be generalized beyond
the study participants since the sample was not
representative.
Conclusion
The present study has showed that 48.7% of the elderly
living in Islamabad have a normal nutritional status, 43.3%
are at risk of malnutrition, while 8% are malnourished.
One of the biggest findings of the study is that even with
such a high level of education and a high income status
of the respondents, every 1 out of 2 of them is either
malnourished or at risk of malnutrition. There is a need to
raise awareness concerning the nutritional needs of our
elderly and the role adequate nutrition plays in “adding
years to life and life to years”.
References
1.
Kucukerdonmez O, Koksal E, Rakicioglu N, Pekcan
G. Assessment and evaluation of the nutritional
status of the elderly using 2 different instruments.
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Saudi Med J. 2005; 26(10): 1611-16.
Katta A, Gopalakrishnan S, Ganeshkumar P,
Christopher A, Rajit K, Suresh M. Morbidity pattern
and nutritional status of elderly population in rural
Tamil Nadu. J. IndAcadGeriat. 2011; 7: 159-62.
Elmadbouly MA, AbdElhafez AM. Assessment of
nutritional status of hospitalized elderly patients
in Makkah Governorate. Pak J Nut. 2012; 11(10):
886-92.
Chilima D. Assessing nutritional status and
functional ability of older adults in developing
countries.Dev in prac. 2000; 10(1): 108-13.
Sachdeva R, Grewal S, Kochhar A, Chawla P.
Efficacy of nutrition counseling on knowledge,
attitudes and practices of urban and rural elderly
males. Stud. Home Comm. Sci. 2008; 2(1): 65-8.
Allain TJ, Wilson AO, Gomo ZAR, Adamchak DJ,
Matenga JA.Diet and nutritional status in elderly
Zimbabweans. Age and Ageing. 1997; 26: 463-70.
Government of Pakistan. Pakistan Economic
Survey, 2007.Ministry of Finance, Islamabad,
Pakistan. 2008.
Definition of an older or elderly person.
Available
at
http://www.who.int/healthinfo
/survey/ageingdefnolder/en/ [Accessed on July 12,
2013 at 9:58 pm]
Sarantakos S. Social Research. MacMillan
Education Australia Pty Ltd. 1996.
Pakistan’s Aging Population. Available at http://
tribune.com.pk/story/464108/pakistans-agingpopulation/ [Accessed on July 24, 2013 at 1:05 am]
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Census. Federal Bureau of Statistics, Islamabad,
Pakistan. 2005.
5
Original Article
Pak J Public Health Vol. 3, No. 4, 2013
Birth preparedness among the antenatal clients of public and private hospitals of Bahawalpur,
Pakistan
Benazeer Mahar1, Habib Akhtar Bahalkani1, Salwa Shafat1
1
Alumni Health Services Academy, Islamabad (Correspondence to Mahar B: benazeermahar@yahoo.com)
Abstract
Introduction: Birth preparedness move a-head preparation and arrangement for delivery has been worldwide endorsed
as a decisive constituent of safe motherhood program to minimize delays for care .It will help ensure that women can
arrive at skilled delivery care when labor begins or in case the obstetric complications occur. This study analyzed the
Birth preparedness of antenatal clients of private & Public Hospitals of Bahawalpur, Pakistan. The Objective of study
was to determine awareness level of pregnant women regarding danger signs of obstetrics complication and birth
preparedness & complication readiness among the women attending private and public hospital of Bahawalpur for
antenatal visit.
Methods: An exit interview was conducted from 216 pregnant women by using validated, pretested adapted Questionnaire.
First sample was selected by simple random sampling, for rest systematic random sampling was adapted by selecting
every 7th women for interview. Ethical consideration was taken.
Results:Results of our study showed that on average women knew only two possible danger signs of obstetric
complications. Bleeding/placenta Previa was the most common danger sign listed by respondents of both health
facilities. Birth preparation practices were insignificant, 68.5% respondents of private and 50.9 % of public hospitals
identified health facility for delivery, while 48.1 % of private and 56.5% public hospital’s respondents had saved money
for delivery. Least common arrangement was identification of blood donor and was reported by only 19.4 % clients
of both hospitals. Knowledge regarding danger signs of obstetric complications and birth preparedness was highly
associated with education and parity i.e. women with higher level of education and multipara were more aware than
uneducated and primigravida.
Conclusion: It is concluded that pregnant women who visited the private and public hospitals for antenatal checkups
had limited knowledge about key danger signs of obstetric complications and hence very poor birth preparedness
practices.
Keywords: Birth preparedness, Public and Private Hospitals, danger sign of obstetric complication.
(Pak J Public Health 2013; 3(4): 6-10)
Introduction
Maternal mortality is a grievous public health problem
in Pakistan. According to a PDHS survey, annually
276 maternal deaths per 100,000 live births occur in
Pakistan (1). The direct causes of maternal mortality are
hemorrhage, infections, unsafe abortion, hypertensive
diseases and obstructed labor (2). Maternal deaths are
thought to occur due to three delays 1) delay to seek
care 2) delay to reach proper medical services 3) delay in
accessing quality care at a health care facility (3). These
delays can be reduced if a pregnant woman prepares
for birth and its complications. Lack of advance plan for
use of a trained birth attendant for normal births, and
particularly insufficient preparation for rapid action in the
occurrence of obstetric complications, are well recognized
factors contributing to impediment in receiving skilled
obstetric care. As no action is taken earlier to the delivery,
the family tries to do something only after labor begins
or when emergency arise (4). The majority of pregnant
women and their families do not know how to recognize
the danger signs of complications when complications
occur, the unprepared family will waste an enormous
time in recognizing the problem, getting prepared,
arranging money, finding transport and reaching the
appropriate referral facility (5). Birth preparedness i.e.
move a head preparation and arrangement for delivery,
can achieve much to improve maternal health outcomes.
Birth preparedness theory and complication readiness
6
includes knowing danger signs of obstetric complication,
saving money, arrangement for a birth attendant and
birth place, arrangement of transportation, identifying
a blood donor in case of obstetrics complication. Birth
preparedness has been worldwide endorsed as a critical
component of safe motherhood program to diminish
delays for care (6). It will help ensure that women can
arrive at skilled delivery care when labor begins or in case
the obstetric complications occur. Birth preparedness
involves not only the pregnant woman, but also her family,
community and available health staff. An accompaniment
and participation of these persons can be vital in ensuring
that a woman can sufficiently get ready for delivery and
carry out a birth plan (7). An overwhelming majority of
maternal mortality and morbidity are preventable and
avoidable through well-timed access to basic maternity
care supported by suitable emergency obstetric care;
for which early identification of the problem at the family
level is very important. For some of the complications
like severe hemorrhage, a few minutes matter to save
life, while for others hours or even days may be tolerable
but with the prognosis getting worse as time exceed (8).
Lack of money and transportation is a hurdle to seeking
care as well as reaching to medical facilities .The money
saved by woman or her family can pay for health services
and supplies, essential for transport, or other costs that
are needed in case of emergencies. Likewise, if a woman
can have the funds for to pay for these costs, she is
more liable to seek care (9). Preparing for birth and
being ready for complications could reduce all three
phases of delay and thereby positively impact birth
outcomes . Birth plan should be discussed with every
pregnant woman on her first antenatal visit, reviewed in
subsequent visits and finalized by 32 weeks (10).
Methods
Study Design, Sample Size and Sampling Technique:
A cross-sectional comparative study was conducted
between March and July 2011. Data was collected from a
tertiary care level public hospital, situated in a large urban
town of southern part of Punjab province, named Bahawal
Victoria hospital. For comparison, a well-reputed private
hospital was selected from the same town that provides
round-the-clock maternity care services.
Sample size was calculated to be 98 pregnant
women for each group and adjusted by adding 10 percent
for non-response. The resulting sample size was 108 for
each group and total was 216. An inclusion criterion was
all pregnant women who attended obstetric OPD of public
and private hospitals for antenatal visit however the
Women who presented with some obstetric complications
in emergency were excluded from the study.
Data collection:
Data was collected through exit interviews by using
manual of monitoring birth preparedness and complication
of JHPIEGO and only woman level questionnaire were
adapted from this tool. After reaching the data collection
point, first woman who existed from the OPD after
completion of her checkup from her doctor was selected
as a first sample, for rest systematic random sampling
was adopted by selecting every 7th women for interview.
Data Analysis:
After the data collection, responses for open ended
questions were reviewed, and coded for computerization.
Data was entered in SPSS 16 version and results were
analyzed in terms of percentages and frequencies and
presented as graphs and tables.
Ethical Considerations:
The study was conducted after obtaining approval from
Ethical Review Board of Health Services Academy. Verbal
consent was obtained from the women to be interviewed
after explaining the purpose of the study. Right to refuse or
leave the interview at any time was also explained to each
participant before starting the interview. Confidentiality of
the information provided by the participants was assured
that this data is only for the research purpose and name
and identification of woman is never disclosed.
Results
Socio-Demographic Characteristics:
Mean age of pregnant women was 24.03 years (±5.34)
with a range from minimum 16 years to maximum 40
years in public hospitals, whereas in private hospital it was
26.13 (±4.42) years ranging from 18 to 36 years. In terms
of educational status, the public hospital sample had 43%
illiterate and only 6 percent had higher than secondary
education while those attended private hospital 20
percent were illiterate and 34 percent had higher than
secondary education. A majority (83%) of women in public
hospitals sample had mean household monthly income
was less than 10,000 Pakistani rupees whereas; those in
the private hospital sample had only (30%) in this income
group. This shows that higher income groups are more
likely to use private hospitals.
Obstetric History:
Majority of women were primigravida at the time of
interview that is 32.4% in public and 24.1% in private
hospitals respectively. Almost 20% of study participants
of both hospitals were grand multi.More than 79.6%
respondents of private hospital and 50.9% of public
hospital had taken their first antenatal checkup within
7
Table 1: Women’s Awareness for Danger Signs of Obstetric complication
Pregnancy
Danger signs
Labour
Postpartum /Newborn
Public
Private% Public% Private% Public%
%
Private%
Bleeding/Placenta Previa
33.3
41.7
39.8
29.7
33.3
27.8
Fetal movement
33.3
44.4
-
-
-
-
25
32.4
-
-
-
-
Severe weakness/Anemia
31.4
38.8
-
-
-
-
Abnormal lie/baby Position
17.6
21.3
-
-
-
-
Vomiting
16.7
19.4
-
-
-
-
High Blood pressure/headache/convulsion/swelling
16.7
38.9
1.9
0.9
-
-
Polyhydromnios/Oligohydromnios
3.7
13
-
-
-
-
-
-
9.3
13
-
-
Lower Abdominal pain
CPD
Prolong labour/not decent of head/poor dilation of cervix
-
-
23.1
24.1
-
-
Rupture of membrane before labor
-
-
12
5.6
-
-
Retained Placenta/RPOCs
-
-
-
-
20.3
26.8
Difficulty of baby in Breathing/can’t Cry
Others
-
-
-
-
7.4
6.5
16.7
24.07
-
-
-
-
*Others =IUGR + Preterm Labour + Unconsciousness + Difficulty in Breathing + Fever
the first three months of pregnancy while the 19.6%
respondents of public and 3.7% of private hospital had
did that in last trimester of pregnancy.
Knowledge of Danger Signs Obstetric Complications:
In our study 28.7% of respondents in public and 12%
in private hospital were unaware of any danger sign of
pregnancy. This percentage is more when asked for
danger signs of labor and postpartum where 47.2 % of
women in public and 57.2 % in private hospital were
unaware of any danger sign of labor. 39.3% in public
and 57.4% respondents of private hospital had no
knowledge of the danger signs of postpartum period.
Bleeding / placenta Previa was most common sign listed
by respondents of both health facilities during pregnancy,
labor & postpartum. (Table 1)
Source of information about Danger signs of Obstetric
Complication: Only woman who had given response they
know the danger sign of obstretic complication were further
asked for the sourse of this knowledge, more than 4/5 % of
respondents told that they got knowledge of danger signs
of obstretic complication by their own previous experience
or observing relatives or friend’s experience. other sources
of information were Doctor 6.1% followd by Mother in law
5% . other sources of information were LHW, Husband and
TV/radio/internet .
Birth Preparedness:
Regarding birth preparedness 68.5% respondents of
private hospital and 50.9 % of public hospital identified
health facility for delivery, while 48.1 % respondent of
private hospital had saved money & arrangements for
transportation and in public hospital 56.5% women saved
the money and only 26.9% had some arrangement of
transport. Least common arrangement were reported for
identification of blood donor that was by 19.4 % clients of
Figure 1: Birth Preparedeness
both hospitals ( Figure 1).
Final Decision Holder for Silk Birth Attendant and
Health Facility: The final decision holder for selection of
Skilled Birth Attendant and health facility is primarily the
husband with a percentile of 32.4 % of public hospital and
35.2% of private hospital respondents. While mother in law
8
made decision for 33.3% of public and 20.4% of private
hospital respondents. Whereas the respondents herself
holds the decision making power with a percentile of 11.2
% in public and 22.1 % in private hospital respondents.
Preferred Place for Upcoming Birth: 32.4% respondents
form public Health facility and 28.2 % from private hospital
preferred home for delivery as compare to hospital.
Discussion
Socio-Economic and Obstetric Characteristics of
Respondents: The result of this study has shown in sociodemographic characteristics, that access and utilization
of health facility for antenatal care and delivery was
associated with financial status and educational level of
the clients. Women with better education and in higher
income group preferred private hospitals for antenatal
care and delivery. Education is found to be most relevant
and highly associated with the final decision making and
knowledge of the obstetric care as p-value is estimated
to be (<0.001). Mushtaq et al. found almost the same
association in his study as utilization of the public health
facilities (74%) was associated with rural area (p=0.034)
and poverty (p=0.001) while use of the private hospitals
(41%) was associated with better education (p=0.002)
and higher income (p<0.001) (11).
Knowledge of danger signs of obstetric
complications and birth preparedness: Results showed
that 50.9% of public hospital and 79.3% of private
hospital respondents initiated ANC within first 3 month of
pregnancy. It is in contrast with what researchers found
in other developing countries where few women received
it during first 3 month of pregnancy. PDHS (2006-2007)
shows 31% of women make their first prenatal care visit
before the fourth month of pregnancy.
The results showed that women with higher
education and multigravida had more knowledge than
uneducated and primigravida. Knowledge of danger signs
of obstetric complications is part of birth preparedness.
Awareness of danger signs enables the family and
woman to take timely action when any emergency arise.
Improving the quality and method of antenatal care
delivery can play an important role in creating awareness
regarding birth preparedness and complication readiness
amongst the pregnant women. The “Three phases of Delay
Model” highlights the importance of birth preparedness in
prevention of maternal death by describing the sequence
of events that occurs in receiving the care in case of
emergency, as continuity of care starting from raising
awareness about danger signs at first level facilities. The
recognition of such signs at household level to access
and receipt of the appropriate care of such complications
at referral health facilities is crucial in reducing maternal
complications (12). Result of our study shows that 28.7%
of respondents in public and 12% in private hospital
were unaware of any danger sign of pregnancy. This
percentage is higher when asked for danger signs of labor
and postpartum. Similar findings were seen in Tanzania
where half of study participant and in Sudan 88.1 % were
not aware of any danger sign of pregnancy (13,14). It is
also shown in our study that women with high level of
education have more knowledge of Obstetrics danger
sign. Hemorrhage is leading cause of maternal death
(25%) as it is an obvious sign that can be seen by woman
.Our study results shows that most of women stated
vaginal bleeding during pregnancy, labour & postpartum
as a danger sign of obstetric complication was followed
by absent/decreased fetal movement during pregnancy,
prolog labor. Hasan and Nisar reported similar finding in
his study conducted in fishing community of Karachi (15).
A study conducted in Gambia by Anya et al showed that
14.8% of women recognised haemorrhage as a danger
sign however prolonged labour was not recognised by
any woman as a danger sign (16).
The respondents from private hospital were
more prepared for upcoming birth than public hospital.
Most of the women (50.9%) in public & (68.5%) in
private hospital had identified health Care facility and
HCP. 56.5% of women in public hospital and 48.1 %
in private hospital had saved some money for their
delivery arrangement. About 26.5% of public and 48.1 %
of Private hospital respondents reported that they had
arrangement of transport if they need. In other study
north zone of Ethiopia shows that 78% of women had
identified Health facility. 68.9% of women’s saved money
which is higher than our study participants and 24.7%
of respondents have identified transportation before
childbirth which is lower compared to our study results
(17) but in Nepal (35%) participants saved money and
only 1.5% had identified transportation in base line data
and its increased up to 13.9% in a follow up study (18). In
Burkina Faso, 46.1% and 83.3% of respondents had a
plan for transportation and saving money respectively
(19). Similarly in Kenya 84.3% of respondents had set
aside funds for transportation to hospital during labor.
Identification of an appropriate compatible blood donor
and their availability in case of an emergency may be
lifesaving especially in facilities where blood is scarce.
Prior donor identification may be crucial in such situations.
In this study only 19.5% of the respondent in each facility
had identified a blood donor. Habib et al revealed in his
9
study that 23.4% identified blood donor.
In our study it is also shown that women who have
higher education have less preference to home delivery
for their upcoming birth than who have no education.
This finding is in line with another study in Ethiopia where
women with high level of education were 10.6 times to
use safe delivery services than with lower education level
(20). In our study it is found that primigravida have less
knowledge of Obstetrics complication when compared
to Multigravida. This high awareness in Multigravida is
due to their previous experience of complication. When
asked from women about the source of information most
of them replied that they had exposure to some of the
complications in their previous pregnancies. Most of the
women had preferred to deliver in their homes, reasons
being cost, fear of C-section, previous bad behavior
of doctor or staff. All of these factors are also seen in
the study which is conducted in Karachi in the fishing
community.
Conclusion:
Poverty, illiteracy, lack of women empowerment in
decision making and poor knowledge regarding danger
signs of obstetric complications are the major factors
affecting planning for birth and it’s complications. Birth
preparedness involves not only the pregnant woman, but
also her family, community and available health staff. The
support and involvement of these persons can be critical
in ensuring that a woman can adequately prepare for
delivery and carry out a birth plan. Antenatal counseling
therefore plays a vital role in motivating the woman and
her family for planning and preparing for upcoming birth
by bridging the gap in knowledge regarding danger signs
of obstetric complications.
6.
References
17.
Monitoring birth preparedness and complication readiness:
tools and indicators for maternal and newborn health.
Maryland: Johns Hopkins University2004.
7.
Birth Preparedness: An Essential Part of ANC counseling
the skill care initiative. Available at:http://www.familycareintl.
org/UserFiles/File/pdfssci_birth_prep_mod.pdf.
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Saving Mothers’ Lives, What Works: A Field Guide for
Implementing Best Practices in Safe Motherhood. Mumbai.
2002
9.
Maine D. Too far to walk: maternal mortality in context. Soc
Sci Med.1994;38:1091-1110
10.
Kinzie B, Gomes P. Basic maternal andnewborn care: a
guide for skilled providers: John Hopkins University; 2004
11.
Mushtaq UM et al. Socio-demographic correlates of the
health-seeking behaviors in two districts of Pakistan’s
Punjab province. Journal of Pakistan Medical association.
2011; 61: 1205
12.
Directorate General for Family Planning Services of
Mexico and Demographic Health Survey. 1987. Mexico,
DF, Mexico and Columbia, Maryland, USA.).
13.
Ali AAA, Rayis DA, Akber AO, Adam I. Awareness of
danger signs and nutritional education among pregnant
women in Kassala, Eastern Sudan. Sudanese Journal of
Public Health. 2010; 5(4):179-181.
14.
Pembe AB, Urassa DP, Carlstedt A, Lindmark G, Nyström
L and Darj E. Rural Tanzanian women’s awareness of
danger signs of obstetric complications. BMC Pregnancy
and Childbirth. 2009; 9:12
15.
Hasan IJ, Nisar N. Womens’ perceptions regarding obstetric
complications and care in a poor fishing community in
Kachi. J Pak Med Assoc. 2002; 52(4):148-52.
16.
Anyia SE, Hydara A, Jaiteh LE. Antenatal care in the
Gambia: missed opportunity for information, education and
communication. BMC Pregnancy and Childbirth. 2008; 8:9.
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randomized controlled trial. The Lancet. 2004; 364: 970–
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Moran AC, Sangli G, Dineen R, Rawlins B, Yaméogo M,
Obstetrics1997; 59(2): S253-S258
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Mutiso SM, Qureshi Z, Kinuthia J. Birth preparedness
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Hiluf M, Fantahun M. Birth Preparedness and Complication
Moore M, Copeland R, Chege I, Pido D, Griffiths M.
Readiness among women in Adigrat town, north Ethiopia.
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at:http://www.cedpa.org/content/publication/
District Kenya. Washignton DC. 2002.
10
Original Article
Pak J Public Health Vol. 3, No. 4, 2013
Knowledge, Attitude and Practice of Crimean-Congo Hemorrhagic Fever among Rural
Population of Baluchistan, Pakistan
Zulifiqar Ali1, Ramesh Kumar2, Jamil Ahmed2, Abdul Ghaffar1, Sheh Mureed1
Directorate of Health, Government of Balochistan, Quetta, Pakistan,2 Health Services Academy Islamabad,
Pakistan. (Correspondence to Kumar R: ramesh@hsa.edu.pk)
1
Abstract
Introduction: The descriptive cross-sectional study was performed in the two districts in Baluchistan province; one with
high occurrence of Crimean-Congo Hemorrhagic fever (CCHF) and the other with low occurrence of CCHF. The purpose
of the study was to asses a descriptive epidemiology of CCHF, and assess the level of knowledge, attitude and practice
related to the CCHF disease.
Methods: The results showed that an outbreak of CCHF in Balochistan had occurred in 1978 with 9 cases from existing
data and 8 deaths with case-fatality ratio of 88%. In the 2001, 2002, 2003 number of total cases were 70, 93, 56 with
12, 10, 10 deaths respectively and case-fatality rate was reduced from 2004 because of standard measure for care at
hospital in the district hospital supported by WHO.
Results: The results of the survey showed that the study population had no education. Majority of them had occupation
of shepherd and the family members such as waives daughters and sons were the one who took care of these animals.
This group of population also had poor knowledge, attitude and practice in preventing themselves from CCHF disease.
Conclusion: Besides the occurrence of this study demonstrated increasing of CCHF disease with decreasing of severity.
However, good practice, knowledge and attitude about this disease among population of Balochistan in Pakistan was the
major concern for immediate health education program to reduce the occurrence of this preventable disease.
Keywords: KAP; CCHF; Baluchistan, Rural Population. (Pak J Public Health 2013; 3(4): 11-14)
Introduction
Crimean-Congo hemorrhagic fever (CCHF) was first
described in the Crimea Congo Africa in 1944 and
given the name Crimean hemorrhagic fever (1). CCHF
manifests itself as a severe disease in humans, with a
high mortality rate despite of modern intensive medical
care. Fortunately, human illness occurs infrequently,
although animal infection may be more common. The
virus is spread through its tick vector and is endemic in
many countries in Africa, Europe and Asia, and during
2001, their outbreaks have been recorded in Kosovo,
Albania, Iran, Pakistan, and South Africa (2). This disease
was also endemic in Pakistan, where different ecological
factors provide opportunities for the virus to stay and
thrive. Outbreaks of CCHF were confirmed in 1987, 1994,
1995, 1998, and 2000 and in 2001 in various parts of the
province of Baluchistan. Domestic animals like cattle,
sheep and goat are commonly the source and reservoir
for this virus, these animals become infected from the
bite of infected tick (3). The humans may acquire this
infection through bite of an infected tick, during family
outbreaks, slaughtering or manipulating the blood of
infected animals. Body secretions and blood of patient
is infectious and causes nosocomial spread to health
care workers and patient attendants. The incubation
period in case of tick bite is commonly 1-3 days to the
maximum of 9 days. In case of person-to-person spread
incubation period is 5-6 days, maximum being 13 days.
There is a wide range of symptoms. Commonly sudden
onset of high-grade fever, headache, and dizziness, flu
like symptoms, nausea, abdominal pain, and muscle
aches is followed by generalized bleedings and in severe
cases vascular collapse and shock (4). The importance
of viral hemorrhagic fever in health has been well known,
particularly in relation to the possibility of cross infection
between patients and the occupation risk to doctor’s
nurses and the paramedic staff. CCHF is an endemic tickborne viral disease and out breaks occur mainly in the
cold, arid regions of Pakistan. Between 1976 and 2000
about 101 cases of CCHF were reported with fatality rate
as high as 40%. In Balochistan, Pakistan, out-break of
CCHF has been reported for several years, especially in
11
district loralai and killa saifulah located in Zhob division.
Government has responded by arranging quarantine for
infected cases, arranging medical teams, implementing
active surveillance and raising community awareness
through mass media and local health campaigns.
However, no study has been done to assess the
knowledge, attitude and practice of communities living
in endemic areas with standard control program. This
research was about to conduct KAP survey to address
this gap to evaluate standard control program by KAP
survey.
Methods
The cross sectional study was conducted from January
to March 2010 in two villages of districts Loralai and
Killa Saifullah in Baluchistan province, Pakistan.
The shepherds, livestock keepers and farmers were
interviewed.
A total of 212 respondents were interviewed. This
sample size was calculated formula for the estimation of
sample size for simple random sampling. The sample
was equally divided to be taken from each of the village.
Systematic sampling was used to select households.
Every 5th house was selected through this method.
When we found no eligible person in the household at the
time of survey, the next house was selected.
Interviews were conducted through a semistructured questionnaire and field guide which were
translated into Pashtu language which the residents
of both the areas spoke. Data collectors were trained
before data collection process. Respondents who had
any mental disability were excluded from the study.
Respondents were interviewed after obtaining the written
and informed consent. The response rate was 100 % of
shepherd livestock keepers and farmers living in both
areas. .
Results
Data was analyzed though Statistical package for
social sciences (SPSS) version 18. Socio-demographic
characteristics for both villages are given in table 1.
Gender ratio was unequal in study as males were found
to be the shepherds in most cases therefore 96% of the
respondents were males and 4% were females. Results
showed that in Loralai, 59% of sampled respondents
were in the age group of between 40-60 years. While in
district killa saifullah 61% was less than 40 years of age
group. It was found that all the respondents from both the
villages were not educated
Table 1: Number and percentage of head of house hold by
demographic characteristics by village of high occurrence
(Loralai) and low occurrence (Killa Saifullah) village)
Variables
Village in Village in KilLoralai
la Saifullah p- value
(n=106)
(n=106)
Age
<40
35(39%)
55(61%)
0.008
40-60
70(59%)
48(41%)
0.010
>60
1(25%)
3(75%)
0.124
102
104
0.040
4
2
0.051
Mean ± SD
44.38
Sex of the Interviewee:
Male
Female
Occupation
0
0
Farmer
Daily wages Worker
13(81%)
3(19%)
0.112
Livestock keeper
1(100%)
0(0%)
0.301
Shepard
90(47%)
102(53%)
0.122
Butcher
2(100%)
0(0%)
0.014
0
1(100 %)
0-3
20(32%)
43(68%)
0.001
4-6
82(59%)
56(41%)
0.012
7-11
4(36%)
7(64%)
0.510
Other
Number of children
The study showed that all families in these two
areas had animals at home, it was a tradition and also
a major source of dairy foods and income. The majority
of animals in these areas were sheep’, goats, cows and
buffaloes. Most, 82%, had goats in their houses. The
animals were mostly looked after by sons, daughters
or wives of the respondents; there was no statistically
significant difference with that regard in both the villages
(Table 2).
Table 2: Number and percentage of head of house hold by
characteristics by village from high occurrence (Loralai) and
low occurrence (Killa Saif ullah)
Village in
Loralai
n=106
Village in Killa
saifullah
p- value
n=106
Kind of animals at home
Cows/Buffalo
19(56%)
15(44%)
0.451
Goats/sheep
85(49%)
89(51%)
0.121
Chicken/ducks
2(67%)
1(33%)
0.101
_
1(100%)
_
14(40%)
21(60%)
0.134
Others
Animal keeper in family
Wife
12
In the knowledge related to CCHF, people were
asked about causative agent, incubation period, mode of
transmission, signs, symptoms and treatment. All of the
interviewed population had not heard about CCHF. The
highest score of knowledge related CCHF was 11 and
the lowest was 0 to 6. In the attitude, the respondents
were asked about attitude towards transmission of
CCHF and personal protective practice in the house.
The maximum score was 21. The total score 18 or above
was considered good and score 17 or less was consider
not good. Question which explored preventive behavior
about CCHF, included inquiries to personal protective
practice and practice of using infection control in
population. All the population had low level of preventive
behavior. Both populations were not routinely using any
chemicals to control ticks and did not practice to examine
their cloths and skin for the ticks regularly in case they
handled animals. Also during the epidemics of CCHF
they did not avoid eating meat. If found, all communities
squeezed the ticks from their bodies. All of the population
could not treat domestic animals for the ticks and
accessibility to veterinary service was negligible in rural
areas. Both communities had no knowledge that if human
could be infected with CCHF from direct contact with
infected tissues or blood from live stock. About important
symptoms and becoming symptomatic, all respondents
were not aware, about severity of CCHF case.
The attitude towards CCHF in both populations
was poor. All agree that they could not do anything about
CCHF; they rather believed that it was all in the hands of
God. The study found no statistically significant difference
between Knowledge attitude and practice in both villages.
and occupation.
Main reason that the rural population did not
know about CCHF might be that individuals being
interviewed had never seen a patient in the immediate
community. Similarly the CCHF cases appear rarely and
so the health department also lack firth and experience
of the disease, there fore the preventive measures of
both people and the health department are inadequate
and delayed (5). Majority of the respondents were
Shepherds and belonged to young age group which is the
most vulnerable group to develop CCHF. Other studies
reported that CCHF cases are mostly seen in shepherds
and abattoir workers (6). Majority of the respondents had
sheep and goats and were not routinely using chemicals
to control tick when they looked after the animals. This
is due to poverty and main cause of migrations people
migrate from neighboring country and which is drastically
increasing day by day.
Study was conducted to determine the KAP
among healthcare workers in Balochistan mentioned
that occupation influenced difference behavior and the
respondents had a poor knowledge towards CCHF.
Hence, that study also supports our findings (5).
There is need to educate healthcare workers
and at risk populations, hematological support, anti-viral
drugs, and barrier nursing that might help in reducing
mortality due to this disease (7). Research suggests
that in the absence of an effective vaccine, prevention is
based mainly on vector control, protection measures, and
information to increase the awareness of the population
and of healthcare workers is important (8).
Conclusion
There was no significant difference of mean
score of knowledge, attitude of for various general
characteristics like gender, education and occupation
and no significant of mean scores on preventive behavior
about CCHF among gender, education and occupation
among the populations from both the villages.
Ethical consideration: ethical approval was taken from
Health Services Academy Islamabad, government of
Pakistan.
Discussion
Considering attitude towards CCHF, this study showed
that all of the rural population had low level of attitude.
Association among various general characteristics and
knowledge, attitude and preventive behavior on CCHF
had no significant difference of mean score of knowledge
related to CCHF among both village populations. Also
there was no significant difference of mean score of
preventive behavior on CCHF among gender, education
References
1.
World Health Organization. Communicable
diseases Infomation resources. CDS Information
Resource Centre World Health Organization,
Geneva, Switzerland, 2001.
2.
Chinikar S, Ghiasi SM, Moradi M, Goya MM, Shirzadi
MR, Zeinali M, et al. Geographical distribution and
surveillance of Crimean-Congo hemorrhagic fever
in Iran. Vector Borne Zoonotic Dis. 2010; 10(7):
Daughters
39(56%)
30(44%)
0.010
Sons
53(51%)
52(49%)
0.514
Servant
0
0
_
Others
_
3(100%)
_
0.500
Family member with CCHF in past 3 years
Yes
0
1(100%)
No
106 (50%)
106 (50%)
13
3.
4.
5.
6.
7.
8.
705-8. Epub 2010/09/22.
Cell EI. Guidelines for Crimean-Congo Hemorrhagic
Fever (CCHF) 2010.
Hasan Z, Mahmood F, Jamil B, Atkinson B,
Mohammed M, Samreen A, et al. Crimean-Congo
hemorrhagic fever nosocomial infection in a
immunosuppressed patient, Pakistan: case report
and virological investigation. Journal of medical
virology. 2013; 85(3): 501-4. Epub 2012/11/23.
Sheikh NS, Sheikh AS, Sheikh AA. Knowledge,
attitude and practices regarding Crimean-Congo
haemorrhagic fever among healthcare workers in
Balochistan. J Ayub Med Coll Abbottabad. 2004;
16(3): 39-42. Epub 2005/01/06.
Athar MN, Khalid MA, Ahmad AM, Bashir N, Baqai
HZ, Ahmad M, et al. Crimean-Congo hemorrhagic
fever outbreak in Rawalpindi, Pakistan, February
2002: contact tracing and risk assessment.
Am J Trop Med Hyg. 2005; 72(4): 471-3. Epub
2005/04/14.
Ali N, Chotani RA, Anwar M, Nadeem M, Karamat
KA, Tariq WU. A crimean - congo haemorrhagic
Fever outbreak in northern balochistan. J Coll
Physicians Surg Pak. 2007; 17(8): 477-81. Epub
2007/09/06.
Flusin O, Iseni F, Rodrigues R, Paranhos-Baccala
G, Crance JM, Marianneau P, et al. [CrimeanCongo hemorrhagic fever: basics for general
practitioners]. Med Trop (Mars). 2010; 70(5-6):
429-38. Epub 2011/04/28. La fievre hemorragique
de Crimee-Congo: l’essentiel pour le praticien.
14
Original Article
Pak J Public Health Vol. 3, No. 4, 2013
Susceptibility/Resistance status of Selected Insecticides in Anopheles Mosquitoes of District
Gujrat, Punjab, Pakistan
Fakhra Nazir1, Hamayum Rashid Rathor1, Imtinan Akram Khan1, Soaib Ali Hassan1
1
Department of Medical Entomology and Disease Vector Control, Health Services Academy, Islamabad Pakistan.
(Correspondence to Nazir F: fakhra.979.nazir@gmail.com)
Abstract
Introduction: Malaria is the second most prevalent and devastating disease in Pakistan with a tendency for epidemic
outbreaks. Control of malaria vector mosquitoes requires the adoption of an appropriate evidence-based policy on the
use of pesticides, and having the latest information on the insecticide resistance status of malaria vector mosquitoes is
essential for designing effective disease prevention policy.
Methods: During this study susceptibility/resistance status of malaria vector mosquitoes in district Gujrat was determined
by using World Health Organization (WHO) test kits, utilizing papers impregnated with DDT, Malathion, Deltamethrin,
Lambda-cyhalothrin, and Permethrin.
Results: The test results showed that Anopheles stephensi is resistant to DDT, Malathion, Permethrin, Lambdacyhalothrin, and Deltamethrin in all four localities of district Gujrat.
Conclusion: These results suggest that if appropriate resistance management strategies are applied in this area, then
the development of high levels of resistance can still be prevented or slowed. This study forms an important evidence
base for the strategic planning of vector control in district Gujrat.
Key Words: Resistance, Anophelines, Insecticides, Gujrat, Pakistan. (Pak J Public Health 2013; 3(4): 15-19)
Introduction
Malaria is a mosquito-borne parasitic disease that is
common in the world’s poorest countries. It is preventable
and treatable, yet it still kills millions of people every year
in rural and poor populations because they have little or
no access to current prevention and treatment tools (1).
In 2011, 99 countries had ongoing malaria transmission,
approximately half of the world’s population is at risk of
malaria and most cases and deaths occur in sub-Saharan
Africa, especially among children where a child dies every
minute from malaria. However, Asia, Latin America, and
to a lesser extent the Middle East and parts of Europe are
also affected (2).
Based on the reported data in 2011, estimated 46%
of the population of Eastern Mediterranean Region (EMR)
is living in areas with risk of local malaria transmission (3).
In EMR, Pakistan, Somalia, Sudan and Yemen whereas
in the South-East Asia Region, Bangladesh, India,
Indonesia and Myanmar have persistently high malaria
burden. In 2010, four countries accounted for 97% of
the confirmed cases which were Sudan (58%), Pakistan
(22%), Yemen (10%) and Afghanistan (6%) (4).
Malaria is the second most prevalent and
devastating disease in Pakistan. According to WHO
in 2009 the confirmed cases of malaria were only 104
454, of which 70% were due to Plasmodium vivax and
30% to Plasmodium falciparum, two prevalent malaria
parasite species in Pakistan (5). Malaria has a tendency
for epidemic outbreaks over larger area, particularly
in Baluchistan, KPK and Sindh province and is now
emerging as a prominent health problem in FATA. In
2011, the total number of confirmed malaria cases in
Pakistan (public sector), reported from all the districts
were 319,592. In Pakistan, out of total 24 Anophelines
there are two major vector species named Anopheles
culicifacies and Anopheles stephensi, (6) but around the
world there are about 380 species of Anopheles with 60
species to act as vectors of malaria (7).
Vector control is an important part of the global
malaria control strategy. Current malaria vector control
uses insecticides from four chemical classes: Pyrethroids,
Organochlorines (including DDT), Organophosphates
(OPs), and Carbamates (8), but vector control is highly
dependent on the Pyrethroids, due to its rapid and durable
effect and its low toxicity and cost. Vector control can
be less effective by Anopheline mosquitoes developing
15
resistance to insecticides used in IRS and ITNs (4).
In
the
world
DDT
(Dichloro-Diphenyle
Trichloroethane) was first introduced for mosquito control
in 1946 and within a year DDT resistance occurred in
mosquitoes. Since then more than 100 mosquito species
with more than 50 Anophelines are reported as resistant
to one or more insecticide. The development of Pyrethroid
resistance in An. gambiae is reported by the WHO and
other organizations on the use of Pyrethroid-impregnated
bed nets for malaria control (9). In recent years, mosquito
resistance to Pyrethroids has emerged in many countries
to all four classes of insecticides used for public health.
Sub-Saharan Africa and India are characterized by high
levels of malaria transmission and widespread reports
of insecticide resistance (2). Pyrethroids need to be
‘protected’ through judicious use and through rotation
amongst the four classes of insecticides that can be
used for IRS (10). Malaria vectors have also acquired
widespread resistance to many of the currently used
insecticides, including synthetic Pyrethroids. Hence, there
is an urgent need to develop alternative insecticides for
effective management of insecticide resistance in malaria
vectors (11). The two primary malaria vectors in Pakistan
An. stephensi and An. culicifacies have developed
resistance to insecticide of chlorinated hydrocarbon
group such as DDT and Dieldrin in neighboring countries
such as Iran, Afghanistan, Iraq, Saudi Arabia, India and
these species developed resistance to Malathion in
Iran. In Pakistan resistance to previously used OrganoChlorides (DDT, Dieldrin), Carbamates (Propoxur) and
Organophosphates (Malathion, Fenitrothion) has been
well documented (5).
In order to ensure a timely and coordinated global
response to the threat of insecticide resistance, WHO
has worked with a wide range of stakeholders to develop
the Global Plan for Insecticide Resistance Management
in malaria vectors (GPIRM), which was released in May
2012. The GPIRM puts forward a five-pillar strategy calling
on the global malaria community to plan and implement
insecticide resistance management strategies in malariaendemic countries (12). Keeping in mind the Global Plan
for Insecticide Resistance Management in malaria vectors
(GPIRM), timely entomological and resistance monitoring
will help to plan effective malaria control programme, this
study was based on that plan.
In order to develop an appropriate and
comprehensive response to resistance development in
malaria vectors, there is an urgent need to review the
current status of insecticide resistance in malaria vectors,
and to identify options for a resistance management
strategy that could help to preserve insecticide
susceptibility, slow down the evolution of resistance,
and prolong the effectiveness of current vector control
interventions (13).
Insecticides play an important role in vector
borne diseases control. Different chemicals are applied
to control malaria vector but development of resistance
to the insecticides lead to problem in their use.
Changing trends of resistance in target vectors need to
be assessed against different insecticides, which have
previously used for vector control as well as those that
are currently being used. The resistance against different
groups of insecticides can be tested with available WHO
test kits. Susceptibility / Resistance status of Anopheles
mosquitoes has not yet been established in Gujrat district
so this study was planned to find the Susceptibility/
Resistance status of Anopheles mosquitoes against
different groups of insecticides. This study provides
baseline data of Susceptibility/ Resistance status of
Anopheles mosquitoes against different groups of
insecticides and will provide evidence base information
for planning an effective mosquito control strategy in
district Gujrat, Punjab, Pakistan.
Methods
A cross sectional descriptive study was conducted in
randomly selected localities of district Gujrat, Punjab,
Pakistan from January to June 2013. Mosquitoes were
collected from animal sheds and human dwelling in the
morning from 06.00 to 8.30 am using mouth aspirators
and mechanical (CDC) sweeper machine. Female
mosquitoes of all stages, including fed, half-gravid, and
gravid, were collected from the following four sentinel
sites (Fig. 1) of district Gujrat, Punjab Pakistan: Kot
Mojdin; (KMD), Gumti; (GUM), Sambli; (SAM), Mandiala;
(MAN). Minimum of 100 mosquitoes were used in 4-5
replicates with 20-25 females per tube / replicate for each
insecticide concentration / dosage. Two controls were
used for each test (According to WHO test procedures).
Standard WHO adult test kits were used. The
mosquitoes were exposed to the discriminating doses
recommended by WHO, test papers impregnated with
0.05% Deltamethrin, 0.05% Lambda-cyhalothrin, 0.75%
permethrin,4% DDT, and 5% Malathion were used, with
one hour exposure period. Water was provided during
the 24-h holding period, after which mortalities were
calculated. Temperature was recorded as 230C-270C,
and humidity was 70-85% during the recovery period.
At the end of recovery period which is after 24 hours,
mosquitoes which were killed by different insecticide
16
Figure No. 1. Map of District Gujrat (The red blocks show the
collection sites)
impregnated papers and also those killed in the control
tube were counted. These all test were made under field
conditions. Two controls were run in all cases. Normally
there were no mortalities in the controls, but in cases
where 5–20 % mortalities were observed in controls,
corrected percentage mortalities were calculated using
Abbott’s formula.
Criteria for interpreting the results of the WHO
bioassay have been revised in light of new knowledge
and the need for prompt action to counter the spread
of resistance among vector populations. According to
new criteria, a mortality in the range 98–100% indicates
susceptibility, mortality is between 90% and 97%,
indicates the presence of resistant genes in the vector
population which must be confirmed, whereas less than
90% mortality indicates confirmed existence of resistant
genes in the test population (14)
Data was entered in SPSS_16 software and
analysed to calculate the chi.squre and p.value to find the
level of significance of tests and homogeneity in mosquito
populations from different localities.
Results
Anopheles stephensi was exposed to various diagnostic
doses of three Pyrethroids (Deltamethrin, Lambdacyhalothrin, and Permethrin), one Organophosphate
(Malathion), and one Chlorinated Hydrocarbon (DDT),
showed a range of mortalities in various localities of
district Gujrat. Anopheles stephensi was resistant to all
five insecticides.
As described in Table1, results of test done on
Anopheles stephensi, against diagnostic dose of 4%
DDT which belongs to chlorinated hydrocarbon showed
resistance in all four localities with percentage mortality
ranged from 30% to 46%. Malathion belongs to group of
organophosphate. The results of test done on, Anopheles
stephensi, against 5% Malathion showed mortality that
ranged from 50% to 64% and Anopheles stephensi
is resistant to 5% Malathion. Next three insecticides
belong to Pyrethroid group. Test results against 0.05%
Deltamethrin diagnostic dose showed complete
resistance in all four localities in Anopheles stephensi
with percentage mortality ranged from 50% to 63%. Wild
caught female Anopheles stephensi showed percentage
mortality ranged from 57% to 69% and show resistance at
all four localities against 0.05% Lambdacyhalothrin while
against 0.75% Permethrin Anopheles stephensi were
resistant with percentage mortality ranged from 55% to
68% in all four localities.
Chi-square tests were performed to compare
populations collected from different locations for
heterogeneity. At least five replicates of each were made
from nearly all locations.
Discussion
Malaria in Pakistan still persists in the southern part of the
Punjab province, and Plasmodium falciparum dominates
the northern part of the country with high mortality and
morbidity rates. The southern districts of Punjab were
recently affected by floods, which created large exposure
to malaria vector mosquito bites, and consequently
have an increased likelihood of contracting malaria (15).
In the late 1970s, the Punjab province faced malaria
control failure due to undetected resistance to DDT and
Malathion, which were in use at that time. Due to this
history, the judicious use of pesticides, supported by
appropriate insecticide resistance monitoring in Punjab
has assumed top priority, particularly for Pyrethroids,
which are presently not only used for public health, but
are also used in large quantities for agricultural purposes.
Such a situation calls for intensive monitoring and
surveillance of resistance in insect vectors.
The results of the present study were compared
with the results of previous studies in which resistance
to DDT and Malathion was first recorded 33 years ago in
Punjab Province (16,17). In the present study we noted
that in district Gujrat, An. stephensi remained resistant to
DDT and Malathion, and there was no sign of reversal of
resistance. This was despite the fact that the use of both
pesticides for malaria vector control has been discontinued
for nearly two decades. The evidence for the disuse of both
DDT and Malathion for malaria vector control is provided
by the official report of The Directorate of Malaria Control
of Pakistan (18). According to the report the use of DDT
17
majority of cases (15). The results of a study showed first
indication of Pyrethroid resistance in An. stephensi with
widespread, multiple resistances to Organochlorines and
some report of tolerance to Organophosphate insecticides
and recently to Pyrethroids in a malarious area, from
Southern Iran (20). The results of the susceptibility tests in
a study in India revealed that An. stephensi has developed
resistance to DDT and Malathion but still was found totally
susceptible to Deltamethrin (21). Fonseca I, et al. in 2009,
studied Pyrethroid and Organophosphates resistance in
Anopheles populations from malaria endemic areas in
Colombia (22). However, with appropriate resistancemanagement strategies, the development of high levels
of resistance can be prevented or delayed. The results of
this study will provide a clue for monitoring and mapping
of insecticide resistance in the malaria vector and an
important evidence base for strategic planning for vector
control.
for malaria vector control in Pakistan started in 1961
and stopped in 1979. Malathion was used from the early
1980s to mid-1990. Due to the development of resistance
to Malathion, the use of Malathion was discontinued in
1996, and it was replaced by Deltamethrin, which is still
being used. This shows that the end of the use of DDT
and Malathion for malaria vector control was stopped 33
and 16 years ago, respectively. Normally it is expected
that discontinuation of the use of a pesticide may result in
reduction of insecticidal selection pressure on the vector
mosquitoes, and may lead to the reversal of resistance.
However, resistance to some Pyrethroids is slowly
developing in some districts, for example to Permethrin,
Lambda-cyhalothrin, and Deltamethrin (19).
A study on Pesticide susceptibility status of
Anopheles mosquitoes in four flood-affected districts
of South Punjab, Pakistan showed that Anopheles
stephensi remained resistant to DDT and Malathion with
three commonly used Pyrethroids, Permethrin, Lambdacyhalothrin, and Deltamethrin, detected resistance in the
Table No.1: Summary of results of Susceptibility/Resistance tests done on An. stephensi, with 4% DDT, 5%Malathion, 0.05%
Deltamethrin, 0.05%Lambda-cyhalothrin, and 0.75% Permethrin in district Gujrat.
Chi square
Deltamethrin
Status**
No. of females tested
Corrected Mortality %
Status**
No. of females tested
Corrected Mortality %
Status**
No. of females tested
Corrected Mortality %
Status**
No. of females tested
Corrected Mortality %
Status**
Permethrin
Corrected Mortality %
Lambdacyhalothrin
No. of females tested
Malathion
Localities
Gujrat
District
DDT
KMD
114
45.61
R
113
61.06
R
118
59.32
R
115
64.34
R
115
60
R
GUM
116
30.17
R
118
63.55
R
119
63.02
R
118
67.79
R
114
67.54
R
SAM
113
36.28
R
107
56.07
R
119
55.46
R
120
69.15
R
120
57.89
R
MAND
123
31.7
R
117
50.42
R
122
50
R
116
56.89
R
115
54.78
R
Total
466
p= 0.063 df= 3,
x2= 7.280
455
p=0.184, df= 3,
x2= 4.836
478
469
p= 0.206 , df= 3 ,
x2=4.572
p= 0.201, df= 3,
x2=4.635
464
p= 0.163 , df= 3 ,
x2=5.124
S= Susceptible if 98-100% observed mortality
? = 90-97 % observed mortality suggests the possibility of resistance that needs to be further confirmed.
R= Resistant if < 90% observed mortality
R1-R5= Replicates, C1-C2= Control
Level of Significance p<0.05; non-significance p>0.05, df= Degree of freedom, χ2= Chi Square Value
KMD= Kot Mojdin; GUM=Gumti; SAM=Sambli; MAND,=Mandiala.
18
6.
Conclusion
This is the preliminary survey of insecticide resistance/
susceptibility of Anopheles species in District Gujrat.
Insecticide resistance was observed in malaria vector
species Anopheles stephensi against 4% DDT, 5%
Malathion 0.05% Lambda-cyhalothrin 0.05% Deltamethrin
and 0.75% Permethrin according to WHO interpretation.
This survey generates record of different species of
Anopheles in the district Gujrat. It provide evidence base
data on insecticide resistance, which enable to follow trends
in susceptibility status in this area and will also serve as a
base for resistance management interventions. In view of
the present status of the resistance in disease vector, the
development and implementation of comparatively new
strategies for integrated vector management (IVM), needs
to be planned in light of the data of this study. In order to
manage, prevent, or slow the development of resistance
to the presently used effective insecticides, a strategic
approach for the judicious use of pesticides is essential.
This approach requires efficient and regular monitoring of
the susceptibility status of disease vectors as an important
component of IVM. Unfortunately, pesticide resistance
monitoring and surveillance is extremely inadequate in
Pakistan. An effective resistance management policy is
not possible without the strong evidence obtained from
monitoring and surveillance. Further research is needed
to confirm the role of Anopheles species in malaria
transmission and to monitor the trend of insecticide
resistance in malaria vectors. Genetic/molecular studies
required for the isolation of resistant genes in prevalent
vectors is also recommended to confirm the findings of
this survey.
7.
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19
Pak J Public Health Vol. 3, No. 4, 2013
Original Article
Still how far to reach: Situational analysis of Emergency obstetric care facilities in Tharparkar,
a far reached district of Pakistan
Bharat Kumar Maheshwari1, Shahzad Ali Khan1, Ejaz Sahu1, Azizullah Memon1, Monika Maheshwari2, Jai
Ram Dewani3
Health Services Academy, Islamabad1, Instructor Community Midwifery School, Umerkot2, Communication Officer,
MNCH Sindh3 (Correspondence to Maheshwari BK: drbharatmsph@gmail.com)
Abstract
Introduction: Maternal death is not only a tragedy for a family but it is failure of healthcare system and health policy
of a country because it is a joint responsibility of global health community. Maternal mortality is still high in Pakistan.
Increasing availability & accessibility to Emergency obstetric care (EmOC) services is the key to this problem. The
objective of the study was to assess the availability & accessibility of six signal functions of EmOC & eight signal
functions of Comprehensive Emergency Obstetric Care in district Tharparkar
Methodology: This descriptive study used situation analysis approach for assessment of EmOC services at total 8
obstetric care providing public health facilities from April to June 2011. The data on primary and secondary data on
pre-tested questionnaire and quick EmOC facility assessment checklists as well as interviewing the incharge of facility.
Questionnaire was designed as per International Standard questionnaire using recommended UN process indicators for
EmOC. SPSS version 16 was used to analyze the data. Descriptive statistics e.g. Frequencies and percentages were
calculated for district Population, staff, their availability, medicine/ Equipment.
Results: Despite of required 2 comprehensive and 10 basic EmOC facilities there was only 1 comprehensive (Mithi) and
7 basic EmOC facilities [Chhachhro Taluka (2), Diplo Taluka (2) & Nagarparkar Taluka (2) Mithi Taluka (1) available in
district Thaparkar. At all facilities, the UN process indicators were below the minimum recommended. Minimum distance
required to reach a BEmOC or CEmOC is 1 to 2 Kilometers while maximally it was upto 90 Kilometers with a median
distance of 30 Kilometers. In case of referral to higher facility, this distance still increased upto 160 Kilometers with a
mean of 41 Kilometers.
Conclusion: The district is in acute and utmost need of strengthening the district health system and provision of more
resources with emphasis on maternal health
Keywords: Maternal mortality. Safe motherhood. Emergency obstetric care. Millennium Development Goals. (Pak J
Public Health 2013; 3(4): 20-26)
Introduction
According to World Health Organization, maternal death
is “the death of a woman while pregnant or within 42 days
of termination of pregnancy, irrespective of the duration
or site of the pregnancy, from any cause related to or
aggravated by the pregnancy or its management, but not
from accidental causes”(1). Maternal death in the light of
MDG-5, is not only a tragedy for a family but it is failure of
healthcare system and health policy of a country because
it is a joint responsibility of global health community. MDG5 was set with two main targets of reducing the maternal
mortality ratio (MMR) by three quarters between 1990
and 2015, and achieving universal access to reproductive
health by 2015 (2). Though one third decline in maternal
deaths worldwide was gained between 1990 and 2008
but it is not the aim achieved (2). Thus MDG-5 is a dream
unfulfilled (3). Still each day, approximately 1000 women
die from preventable causes related to pregnancy and
childbirth. Of these, 99% deaths occur in developing
countries while only South Asia bears a one third of this
burden (4, 5). In Pakistan annually about 14000 maternal
deaths occur which is equal to Ethiopia and Tanzania (3,
5-7). Most of these deaths occur in rural areas having
limited availability and accessibility to skilled care. This
reflects the three delays framework of Paxton & Main (8).
The Islamabad Declaration was issued at a conference
held in April 2005 to discuss achieving MDGs 4 and 5. It
was followed by a launching of a comprehensive national
20
maternal and child health (NMNCH) program (9, 10). It
was designed to improve the accessibility of high quality
and effective maternal-child health (MCH) services for all,
particularly the poor and disadvantaged, at all levels of
the health care delivery system. Despite of intense effort
the basic health indicators like MMR, IMR are still at
quite high levels. According to PDHS 2006-07, MMR was
276 per 100,000 live births (11) which attributed to low
skilled birth attendance rate, high fertility and above all
insufficient access to emergency obstetric care (EmOC)
services. There has been an increase in the skilled birth
attendants from 43% in 2001 to 61% in 2006-07 and to
73% in 2012-13 with a slight decrease in the maternal
mortality in Pakistan (12). Further delivery by skilled birth
attendant has risen from 39% to 52% and deliveries
taking place in a health facility increases from 34% to
48% in 2012-2013 which are not up-to mark (12). creasing
availability & accessibility to EmOC services is the key to
this problem. Emergency obstetric care is a set of eight
signal functions. Series of these functions is performed in
health facility to save mother’s life. According to Columbia
University, school of public health (pioneers in research
on maternal mortality), the best and most cost effective
strategy for reduction in maternal mortality is to provide
EmOC services round the clock (24/7 EmOC) within the
reach of all pregnant women (5, 13).
Evidence from data shows a close ecological
correlation between the availability of emergency
obstetric care services and reduction in maternal
mortality. Reduction of maternal mortality rate from 546
in mid of 19th century to only 39 maternal deaths per
100,000 live births in 1960 in England and Wales was
due to availability and reach of women to EmOC services
(14, 15). Recently, Honduras, Bangladesh, Egypt etc
brought decrease in MMR by enhancing EmOC services
(16-18). Basic EmOC is presence of first 6 functions
while in comprehensive EmOC there is addition of last
2 functions (19). By providing EmOC services on time to
those women who are in need, 75% of maternal mortality
can be prevented (6, 19).
Jafarey et al. (3) and Ali et al. (20) found that
secondary level facilities in Pakistan are frequently unable
to provide 24/7 EmOC service, or are of poor quality
with inadequate human resource. While the geographic
accessibility to EmOC was at travel of >30 Kms to >60
Kms minimum at certain areas of both provinces (Panjab
& KPK). It was found that, by whatever vehicular means
of transportation was available, the median time required
to reach a referral hospital providing comprehensive
EmOC from a hospital providing only basic EmOC was 45
minutes (q1-q3: 20-60 minutes) in NWFP and 60 minutes
in Punjab (q1–q3: 30–90 minutes) (20). The condition can
be assumed to be severe in far situated areas of Sindh as
well. One such area is Tharparkar which is very remote and
far located district of Sindh. Most of the population is poor
and lives hard life. The terrain is deserted and the district
is underdeveloped overall. Only Taluka headquarters and
a head quarter at Mithi have some basic facilities of life.
Population lives in collections of 20-30 houses at distance
ranging from 5 Kms to 50 Kms. These population pockets
are scattered all over the district without any health
facilities near to them, while access to nearest facility
i-e; Taluka headquarter is very difficult. Private taxi is
the only and much expensive transport method. Most of
population especially women are illiterate do not know
about safe motherhood. Moreover the cultural practices
of home delivery are prevalent and continue to endanger
the lives of women.
Antenatal coverage in district Tharparkar is
29%, skilled birth attendance 16% and use of modern
contraceptives is 21% (21). All these indicators are well
below the data of Pakistan in general which reflects the
underdevelopment of the area. The current study aimed
to assess the availability & accessibility of six signal
functions of Basic Emergency Obstetric Care & eight
signal functions of Comprehensive Emergency Obstetric
Care in district Tharparkar.
Materials and methods
This descriptive study used situation analysis
approach for assessment of EmOC services at total 8
obstetric care providing public health facilities from April
to June 2011. There was only one (DHQ hospital) which
was a CEmOC facility and rest of seven facilities 3 were
THQs, 2 RHCs & 2 Maternity centers were entitled as
BEmOC facilities. Facilities not providing EmOC services
were excluded. Principle investigator collected the data on
primary and secondary data on pre-tested questionnaire
and quick EmOC facility assessment checklists as well
as interviewing the incharge of facility. Questionnaire was
designed as per International Standard questionnaire
using recommended UN process indicators for EmOC
(22).
SPSS version 16 was used to analyze the data.
Descriptive statistics e.g. Frequencies and percentages
were calculated for district Population, staff, their
availability, medicine/ Equipments etc. Frequency table,
bar graphs and pie charts are used to display data.
Definitions of UN Process Indicators (22):
Availability of EmOC: Number of facilities that
provide EmOC per 500,000 population.
21
Proportion of all births in EmOC facilities: Proportion of
women with obstetric complications delivered at EmOC
facilities.
Met need: Proportion of women with obstetric
complications delivered at EmOC facilities;
Cesarean deliveries as a proportion of all births: Cesarean
deliveries as a proportion of all births
Case fatality rate: proportion of women with serious
obstetric complications admitted to a facility who die.
Crude Birth Rate: estimated at 40.6 per 1,000 population,
translating to 126,544 births for Multan.
Results
As per UN EmOC indicators recommendation, for
population of Tharparkar (>1.2 million in 2011) (21),
there was need of at least 2 comprehensive and 10 basic
EmOC facilities. BEmOC facilities number still required
more due to spatial distribution of population. There were
only 1 comprehensive (Mithi) and 7 basic EmOC facilities
[Chhachhro Taluka (2), Diplo Taluka (2) & Nagarparkar
Taluka (2) Mithi Taluka (1)] available. At all facilities,
the UN process indicators were below the minimum
recommended. (Table 1).
Minimum distance required to reach a BEmOC or
CEmOC is 1 to 2 Kilometers while maximally it was upto
90 Kilometers with a median distance of 30 Kilometers. In
case of referral to higher facility, this distance still increased
upto 160 Kilometers with a mean of 41 Kilometers. Civil
Hospital Hyderabad which is referral hospital for DHQ
Mithi is at 1.5 times more distance than DHQ Mithi itself to
its referred facilities locally. (Table 2) It was worth noting
that 66.67% health facilities had functional ambulances
for emergency patient transportation. (Table 3)
There were only 3 sanctioned posts for
Gynecologists in district. On other hand only one
Gynecologist was posted i-e at DHQ (Civil hospital Mithi),
who was working as 24/7 basis and enabling this facility
to nominate as actually working emergency obstetric care
facility while rest of 75% of CEmOC facilities were lacking
the qualified Gynecologist. Although LHVs, Midwives &
Dais availability was between 60% & 87%.
District Head quarter hospital was largest staffed
among all facilities and also had all the basic necessities
while RHC Kheensar and Maternity centre Chhachhro are
least staffed and least facilitated facilities. Both of these
are in Taluka Chhachhro which is largest and populous
Taluka of the district but least developed and ignored.
Overall there was almost 23% absenteeism in EmOC
services facilities.
Table 1: The UN process indicators for District Tharparkar
2011.
UN Process Indicator
Recommended
District
Level
Tharparkar
Comment
Availability of EmOC
services
1 comprehensive/
500,000
4 basic/500,000
1 (2)
7 (10)
Below
recommended
Proportion of all births
in EmOC facilities
>15%
6.64%
Below
recommended
Met need for EmOC
services
100%
11.04
Below
recommended
Cesarean sections as a
percentage of all births
5-15%
2.38
Below
recommended
Obstetric case fatality
rate (CFR)
<1%
4.50
Above
recommended
Table 2: Geographic accessibility of EmOC facilities in
Tharparkar to its covered population and to its referral
facility. (UN process indicator-2)
N=8
Nearest
Fartherest
living
Distance to
living covered
Area in Kms
covered
the referral
served by
population
population
health facility
health facility
at distance
(Kms)
at distance
(Kms)
(Kms)
Median
2735
1
30
41
Minimum
560
1
5
5
Maximum
6399
2
90
160
Table 3: EmOC services related staff strength in health
facilities of Tharparkar.
Present/
No. of
Posted/
No. of No. of
Sanctioned
Name of Post Sanctioned
Sanctioned
Posted Present
Ratio
Post
Ratio (%)
(%)
Gynecologist/
Obstetrician
3
1
1
33.33
100
Women
medical
officer
17
6
5
35.29
29.41
Anesthesi
ologist
3
2
1
66.66
83.33
Nurse
25
18
12
72
66.67
22
Lady health
visitor
10
Midwife
5
10
8
4
100
3
80
80
Metronidazole
2
2
3
1
100
Ciprofloxacin
0
2
1
1
50
Nitrofurantoin
0
0
0
0
0
Oxytocin/syntocinon
1
1
3
1
75
Ergometrine/methergine
0
0
0
1
12.5
Diazepam
0
0
3
1
50
Magnesium sulfate
NA
NA
0
1
25
Hydralazine
NA
NA
0
0
0
Calcium Gluconate
0
0
2
1
37.5
Frusemide
0
0
2
1
37.5
Nifidipine
0
0
0
1
12.5
Dextrose Water 5%,
10%
0
0
2
1
37.5
Dextrose Saline
0
1
2
1
50
Normal Saline
2
2
3
1
100
Ringer’s Lactate
0
2
2
1
62.5
Adrenaline
0
0
1
1
25
Aminophylline
0
1
2
1
50
Nitroglycerine
0
0
0
1
12.5
Prednisolone
0
2
2
1
62.5
Hydrocortisone
1
2
3
1
87.5
Vitamin K
0
1
2
1
50
Paracetamol
2
2
3
1
100
Anti-tetanus serum
0
1
3
1
62.5
Morphine
0
0
0
1
12.5
Halothane
NA
NA
2
1
75
Ketamine
NA
NA
2
1
75
Suxamethonium
NA
NA
2
1
75
Oxygen available
for emergency/
operations
0
0
2
1
25
75
Oxytocics
Dai
Total
8
7
71
7
48
87.5
37
67.60
100
77.08
Anti-convulsants
Anti-hypertensive
IV Fluids
Figure 1: Availability of labor & delivery equipment’s at EmOC
health facilities of Tharparkar (n = 8)
Table 4: Availability of EmOC related medicine in facilities in
Tharparkar.
Facility surveyed (n=8)
BEmOC
Medicine
CEmOC
M Centers RHCs
n= 2
n= 2
THQs
n= 3
DHQ
n= 1
% availability
Number of facilities which has availability
Antenatal Care
Emergency Medicine
Other Medicine &
Equipments
Ferrous sulfate
1
2
3
1
87.5
Folic Acid
1
2
3
1
87.5
Calcium tablets
1
1
3
1
75
Tetanus Toxoid
0
2
3
1
75
Ampicillin
2
2
3
1
100
Benzyl Penicillin
1
2
2
1
75
Flow meters
0
0
0
1
12.5
Gentamycin
0
2
2
1
62.5
Autoclave/Sterilizer
0
2
3
1
75
Antibiotics
23
Foley catheter
0
0
1
1
25
Urine collection bags
0
0
0
1
12.5
X-Ray (Functional)
NA
NA
3
1
100
Ultrasound
NA
NA
4
1
100
Laboratory
NA
1
3
1
66.66
Blood Bank
NA
NA
0
1
25
Blood Screening
NA
NA
0
0
25
Ambulance
1
0
3
1
62.5
Diagnostic & other
facilities
Discussion
Maternal mortality is social injustice. Only way to stop
this is shifting the paradigm as per directions of MDGs
and by provision of access to emergency obstetric care
services for all women who are pregnant. This will bring
reasonable reduction in maternal mortality and help
achieving the MDGs in 2015.
There are many neglected areas in Pakistan
where access to EmOC services is questionable. This
study chose one such far situated and neglected area
to assess the availability of emergency obstetric care in
public sector health facilities, geographic accessibility,
provision of services and utilization by public. The study
found that all UN process indicators of EmOC assessment
were below the minimum recommended level. Availability
of Basic & CEmOC facilities were less than 50% of
required in Tharparkar. Health Facility Assessment
(PAIMAN) revealed that Basic and/ or Comprehensive
EmOC were not available in most of the surveyed
sample of health facilities of selected districts of all four
provinces in 2005 (23). In a survey of 48 health facilities
in 4 districts of Sindh almost none were providing quality
EmOC (21). Data on detailed assessment of availability,
accessibility and utilization of EmOC in district Shikarpur
showed that less than 60% health facilities had services
of emergencies obstetric care (24). This reflects the
actual picture of maternal care and shows why maternal
mortality is still high in Pakistan.
Regarding geographical distribution of EmOC
facilities it was found in a study that in Punjab and KPK
provinces, patients required to travel minimally >30 Kms
to >60 Kms to reach an EmOC facility while current study
found that people have to travel upto 90 Kms to reach
EmOC facility while distance to a referral facility ranged
upto 160 Kms (20). These distances are quite long as
far as Tharparkar is concerned because the population is
rural living and entire district has deserted terrain where
metallic roads are still not developed in most areas.
People are poor and cannot afford private four wheel
vehicles (which can only run in desert).
This causes a second type of delay which leads
directly to maternal mortality. A study from Guinea-Bissau
found that >25 km distance was associated with increased
odds of maternal deaths (25). Regarding utilization
of EmOC facilities in terms of UN process indicators it
was seen in current study that proportion of all births in
EmOC facilities was just near to recommended level only
in district headquarter hospital (Mithi) while other EmOC
facilities were well below the recommended level. This
shows that adequate numbers of mothers are either not
reaching these facilities or not using them. According to
UN recommendation at least 15% of pregnant women in
a given population will develop complications and require
access to EmOC and at least 15% of all births should
occur in health facilities. Ali et al. (20) also found the
similar finding that minimum level of utilization on EmOC
facilities is not reached in KPK and Punjab.
They reported that met need for EmOC services
was found to be only 11.04% of the women who were
expected to experience serious obstetric complications
were treated in the EmOC facilities, in which, if excluded
the DHQ hospital met need then this proportion fell to
just 5% which was quite low. Ali et al. (20) found similar
results (11.23%) when analyzed the KPK health facilities
for EmOC services.
In current study proportion of caesarean section
deliveries out of total births occurring in facility was 2.36%
which is not in the recommended range (5% & 15%). This
indicator shows the lack of adequate skilled staff. In other
studies in Pakistan this indicator was found to be well
below the minimum recommended level (6, 20, 24). Case
fatality rate in current study was 4.5 times more than
recommended level. CFR depend on the record of maternal
mortality which if kept well can show the true picture. In
case of district Tharparkar it was quite astonishing. It was
33.33% in THQ Chhachhro while in other 6 facilities was
zero. This may be because of underreporting of maternal
mortalities in facilities. The causes of death were
described as postpartum hemorrhage, eclampsia and
others. A study analyzing the Multan district for EmOC
services found similar reasons of CFR but at much higher
rates, (26) lower rates in Tharparkar may be due to lack
of proper record maintainance .
Regarding the staff availability for EmOC services,
Tharparkar is most disadvantaged area. Generally all the
health facilities were grossly under staffed and even in
24
the posted staff, 23% absenteeism was seen. Political
influence was described to be one of causative factors.
Due to smaller unattractive incentives, the specialists,
women medical officers and other support staff does not
want to be posted or stay there for a long period of time.
Only offers of a handsome salary package would attract
them in less privileged areas. That was seen in case of
THQ Nagarparkar where a PPHI posted Gynecologist
was working and performing caesarean section of
complicated maternity cases. Study from Multan also
found the shortage of staff in EmOC facilities (26).
Availability of medicines, equipment, supplies
and emergency drugs for management of obstetric
complications that exemplify the quality of care offered in
the health centers was also assessed. For example Urine
dipsticks were unavailable at all facilities including the
tertiary hospital. Partogram, an essential best practice tool
to monitor progress in labor and to assist in the decisionmaking process with regard to referral to a higher level of
care, was available at only DHQ level. On the other hand,
magnesium sulfate was available at the DHQ facility but
not on other comprehensive EmOC facility. Delivery set
available at only 50% of facilities shows that either these
centers are non-functional or not useful for the poor who
cannot afford it. While the vacuum extraction forceps and
outlet forceps were not available and it was found that
assisted delivery was obsolete in the district.
Although antenatal medicine such as iron and
folic acid tablets were available at most of facilities (Table
4), the shortage of basic supplies such as broad spectrum
antibiotics, oxytocics, gloves and sutures to name a few
illustrate the inefficiency in the delivery of supplies, reflect
the underutilization of these health facilities (Figure 1).
Other supplies like Vitamin K, ATS and medicines used in
anesthesia were also only available at 1 DHQ (Mithi).
A comprehensive EmOC centre has a component
of blood transfusion which can be made possible when
there is functional and equipped blood bank in health
facility. Only DHQ hospital had the facility to store the
blood for emergency use. No THQ had this facility.
Although they had transfused blood to some patients
in last three months in which either blood was received
from private facility (without screening) or it was drawn
from donor and transfused to patients on the spot. Blood
screening was partially available and even in less than
50% of health facilities entitled for blood screening and
storage.
Public sector EmOC facility assessment conducted
in this study provides the evidence of the shortcomings
in the provision of efficient and effective maternal and
newborn health services in District Tharparkar. Although
just measuring something will not improve it but this data
can be used within quality improvement approaches that
focus on the whole health care delivery system. The
Devolution of ministry of health and transfer of authority
to districts can prove to become a golden opportunity to
address & overcome challenge by development of new
institutional arrangements to enhance the chances of
resources to be effectively used at the local level. On the
other hand the district governments should come forward
to handle the health related problems being faced by
general population.
Conclusion
Maternal health general population is severely ignored
in Tharparkar. The district is in acute and utmost need
of strengthening the district health system and provision
of more resources with emphasis on maternal health.
Infrastructure development should also be on focus of
government so as to attract the health professionals to
serve in this area. Availability and presence of skilled staff
will be achieved with deployment of staff along with good
incentives packages & developing area because most of
staff leaves the area due to lack or unavailability of basic
life necessities.
Non-governmental
organizations,
although
playing a good but limited role in health and social
sector development in Tharparkar. It can be increased in
in magnitude and capacity by increasing public private
partnership. NGOs has a good penetration and acceptability
in general public especially women. Therefore; publicprivate partnership should be encouraged to educate the
women to choose safe motherhood by using these health
facilities.
Acknowledgements
We are thankful to Dr. Pirbhulal Bachani, ADHO District
Tharparkar @ Mithi, for his kind cooperation and guidance
for data collection process without whose continous
guidance it might became too tough to collect data from
far situated health facilities in hottest weather of year in
District Tharparkar. Health Services Academy partially
funded for the study.
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26
Original Article
Pak J Public Health Vol. 3, No. 4, 2013
Predictive Mathematical Modeling and Statistical Analysis for Bacterial Inactivation Using
Microwave Treatment
Authors: Asma Sana1, Mah-laka2, Sidrah Hamidani1, Habib Bokhari3
1
Health Services Academy, Islamabad. 2Quaid-e-Azam University, Islamabad. 3Biosciences deptartment COMSATS
Institute of information technology Islamabad. (Correspondence to Sana A: asmasana@hsa.edu.pk)
Abstract
Introduction: Worst flooding catastrophe that has hit Pakistan in 2010, result in huge health and financial crisis. Rain
water and poor drainage systems in flooded areas have resulted in outbreaks of various water-borne diseases like
cholera, malaria, diarrhea and skin infections due to drinking water contamination. One of the common pathogens found
during 2010 floods was Vibrio Cholera. Among Vibrio Cholera O1E1TOR is the major cause of cholera in Pakistan.
Therefore provision to clean drinking water to decrease disease burden due to cholera is considered to be important
remedy of time.
Methods: This study shows purification of drinking water using microwave treatment is more advanced, rapid and
efficient. The data generated pertaining to microwave heating effect on optical density of bacterial colony was used
further to show the entire procedure in the form of proposed and predictive mathematical model. Predictive models are
used to describe the behavior of microorganisms under different physical and chemical factors such as temperature,
pH and water activity. Predictive model proposed in this study is based on the basic assumption of Original Logistic
model. Taking the growth curve used in logistic model, per-capita growth constant is redefined, and re-parameterized to
incorporate biologically significant parameters in the model. Statistical comparison and analysis is carried out to measure
the accuracy of two most widely used mathematical models in the literature that are Gompertz Model and Logistic Model
and also of the new proposed logistic type model. This analysis also helps to evaluate the new model verses the original
logistic model, statistical techniques used are Hypothesis testing, Information testing and Regression Analysis.
Results: Results from this statistical analysis are compiled by using SPSS (statistical package for social sciences)
software. Proposed model shows better curve fitting with experimental curves. These results showed that this model
could be a useful tool for predicting possible bacterial growth recovery after microwave irradiation.
Conclusion: The approach used in this study will provide a useful method to get microbiologically clean drinking water
by determining the dynamics of such other pathogens.
Key words: Mathematical model, bacterial inactivation. (Pak J Public Health 2013; 3(4): 27-30)
Intorduction
Worst flooding catastrophe of the history has hit the
Pakistan in 2010, resulting in huge health and financial
crisis washing away communities and livelihoods,
rendering millions homeless. Rough estimates suggest
that this crisis result in 15 million affectees, with at
least six million in the dire need of life-saving services,
including health care. Rain water and poor drainage
systems in the flooded areas have resulted in outbreaks
of water-borne diseases like malaria, diarrhea, cholera
and skin infections due to drinking water contamination
(1). According to the report published on 14 Sep 2010
by WHO (World Health Organization), Out of 5.3 million
medical cases reported up to 10 September, 13% were
for acute diarrhea 18% were for skin disease and 3%
were for suspected malaria. (2)
Worldwide samples indicates more than 100
species of pathogenic bacteria, viruses and protozoa are
found in contaminated water (Rose et al 2001).
These environmental health conditions can be
improved with effective mean of water disinfection from
fecal coliforms (Souter P.F et al., 2003). Drinking water
disinfection uses two types of methods: chemical methods
and radiant heating methods (Chipley, 1980; Mertens and
Knorr, 1992; Miyakawa, 1996). But chemical methods fail
to completely eradicate organism from water (3) whereas
radiant heating methods disrupt living cells by heat (4).
Purification of drinking water using microwave treatment
is more advanced and rapid technique. Bacterial
deactivation using microwave irradiation showed both
27
thermal and non-thermal effects (3). Microwaves interact
with water molecules and gave them kinetic energy.
Resulting ions accelerate and collide which leads to
heat production (Shin and Pyun 1997). Advantages of
this technique are rapid and uniform heating and reduce
energy requirements
A number of mathematical models are designed to
determine the bacterial growth recovery after microwave
treatment (5). These models are used to describe the
behavior of microorganisms under different physical
or chemical conditions. In order to build these models
growth has to be measured and modeled.
Since bacteria grow exponentially, it is often useful to
plot the logarithm of the relative population size (y=ln (N/
N0)) against time (Fig. 1)
In literature numbers of models are present which
model this growth curve few of these are GOMPERTZ,
RICHARDS, STANNARD et al., SCHNUTE, and THE
LOGISTICS MODELS and many others.
The objective of the study is to evaluate similarities
and differences between the bacterial growth models. It
also addresses the question of which model(s) can be
most accurate and feasible on the basis of statistical
reasoning. Different models are statistically analyzed and
compared to determine their accuracy. Models selected
from literature for statistical analysis are: LOGISTIC,
GOMPERTZ models.
Mathematical equation of logistic and Gompertz models
are as follow:
Logistic model:
(1)
K
N (t ) =
1 + ( K / No − 1) exp(− At )
Introducing coefficients c1 and c2 where and , Equation
(1) becomes:
c1
N (t ) =
(2)
1 + c 2 exp(− At )
Gompertz Model:
N (t ) =
K *exp(− ln(k / No) *exp(− At ))
(3)
Introducing coefficients c1 and c2 where and , Equation
(3) becomes:
N (t ) =
c1*exp(− ln c 2) *exp(− At ))
(4)
Material and Methods
Samples Preparation
Bacterial cell cultures were produced by growing
in 300ml of TSB (Tryptone Soya Broth) over night in
incubator (Thermo Scientific 6240, USA) at 37 0C. Bacterial
cells were harvested by centrifugation at 4000rpm for 5
minutes at 4°C. Supernatant was discarded and pellets
were re-suspended into 700ml of PBS (Phosphate Buffer
Saline).Optical Density was adjusted to 0.3(at 600nm).
Microwave Treatment
Culture suspended in PBS was distributed equally
in 7 sterilized 250ml flask for microwave treatment at 30
second intervals for time up to 180 seconds. All flasks
were treated in a Dawlance microwave (Model # DW308T) at a power of 1350W for 30, 60, 90, 120, 150 and
180 seconds. After treatment, each microwave irradiated
flask was immediately shifted to ice. Results were
compared with control sample which was not treated with
microwave.
Cell counts
An aliquot of 100µL of cell suspensions from the control
as well as from microwave irradiated samples were five
times serially diluted by adding into sterile 900µL of PBS
solution. 100µL of cell suspensions from each dilution was
spread on 35 nutrient agar plates. Plates were incubated
over night in Thermo Scientific 6240, USA incubator at
370C. Number of bacterial colonies on each plate was
counted manually to determine CFU/ml.
Bacterial Recovery after microwave treatment
After treatment 1ml aliquots of cell suspensions from
treated as well as from control samples were cultured in
100ml TSB at 37 0C for 8 hours and tested for optical
density (at 600nm) at hourly intervals using a Thermo
Spectronic Genesys 10-S spectrophotometer to establish
growth curves
MODEL DEVELOPMENT:
According to exponential growth law: “Rate of bacterial
28
growth is proportional to number of bacteria at given time”
(6). It can be written as:
d N /dt = r N
(5)
Using method reported by (M.H.Zwietering et al, 1990),
we can modify Eq. (9) as:
Where N is bacterial population (arithmetic number of
bacterial) at specific time (t) and r is growth rate (7).
For a growth curve, the bacterial culture does not need
to experience an adjustment process and can multiply
exponentially until the population reaches a carrying
capacity (K). Figure 2| Per-capita growth rate ( ∆N / N )
N (t ) =
K
(10)
4µ
1 + exp m (λ − t ) + 2
K
Where:
as a function of population size N (t ) .
Using above Figure 2,
µm =
K2A
4
=
λ (ln B − 2) / KA
Bacterial growth exhibits Sigmoidal curve starting at the
value of zero and then accelerates to a maximum growth
rate ( µm ) over time, resulting in a lag time ( λ ). We
carry out an approximation of experimental data of local
strains of Vibrio Cholera with Logistic Model equation (2),
Gompertz Model equation (4) and newly prepared logistic
type model Eq. (9). Value of coefficients c1, c2 and A for
all three models are given in Table 1:
Table 1: Calculated values of coefficients for 3 Models.
Fig: 2 Per captia growth of bacterial colonies
we can re-define per-capita growth rate through this
process as:
=
R A( K − N )
(6)
Equation (5) takes the form:
dN
= A( K − N ) N
dt
(7)
Models
Logistic
Model
Gompertz
Model
By solving Eq. (7) with initial condition N (0) = N 0 we get:
K
N (t ) =
1 + ( K / No − 1) exp(− KAt )
(8)
Replacing with coefficients c1, c2 where c1 = K and
=
c 2 ( K / N 0 − 1) Equation (8) becomes:
N (t ) =
c1
1 + c 2 exp(−c1At )
(9)
New
Proposed
Logistic
Type
Model
CalcuMicrowave treatment time in Seconds
lated
CoeffiControl 30s
60s
90s 120s 150s 180s
cients
C1
1.066 1.059 0.035 0.022 0.030
.005
C2
117.44
.25
.6
A
1.185 1.057 .1433
.163
.48
0
.4617
C1
1.066 1.059
.035
.022
.030
.005
0.008
C2
118.44
70.6
1.842 1.833 1.428
1.25
1.6
A
.449
.499
.125
0
.324
C1
1.066 1.059 0.035 0.022 0.030
.005
.008
C2
117.44
69.6
.25
.6
A
1.852
1.711 17.033 75.32 55.133 625.64 289.64
69.6
.842
.833 .4285
.1305 .402
0.842 1.833 .4285
.008
Result And Discussion:
Data set used to analyze models consists of
optical density of Vibrio cholera after microwave treatment
which is one of the effective methods of water disinfection.
This data is not only used for statistical comparison of
models selected from literature but also for efficacy
testing of new proposed model. Statistical analysis
comprise of Hypothesis testing, Information Testing
29
(AKAIKON INFORMATION CRITERION and BAYESIAN
INFORMATION CRITERION), Non linear regression,
Residual sum of square analysis and graphical analysis.
The table 2 shows the optical density (OD) at hourly
intervals for recovery of Vibrio cholera after microwave
treatment at different time intervals in comparison to the
control sample. A slight increase in OD was observed for
more than 30 seconds treated samples.
Table 2: Optical density for recovery of Vibrio cholera for
control and microwave treated samples samples.
Optical density
Observation
Control 30s
90s
120s 150s
180s
60s
Time
sample treated treated treated treated treated treated
(hours)
sample sample sample sample sample sample
0
0.009
0.015
0.019
0.012
0.021
0.004
0.005
1
0.022
0.029
0.020
0.013
0.025
0.004
0.007
2
0.093
0.099
0.022
0.013
0.026
0.004
0.007
3
0.280
0.298
0.022
0.014
0.027
0.005
0.005
4
0.551
0.573
0.022
0.014
0.026
0.005
0.007
5
0.832
0.831
0.022
0.015
0.028
0.004
0.007
6
0.988
0.975
0.022
0.019
0.028
0.005
0.007
7
1.053
1.052
0.032
0.019
0.030
0.005
0.007
8
1.066
1.059
0.035
0.022
0.030
0.005
0.008
Statistical analysis:
A very efficient way to discriminate one model
over other is statistical analysis.a statistical technique
AICc is used to find the evidence that if there is any need
to prioritize a model over other from a finite set of models.
if the AICc value of one model is different from other it
means the discrimination in terms of accuracy n efficenciy
lies between these models. the technique applied on
above mentioned growth models gives different values
for each of these models.
AICc value alone cannot give enough information
as it does not tell which model is best to be used for
given data set. In order to compare the efficiency of these
models and relative goodness of fit a statistical technique
Akike information criterion is used. The values of these
test are interpreted as preference is given to the model
with minimum AIC value.
Formula for this test is:
AIC= N*ln(RSS/N)+2K
Where N is size of data set, RSS is the residual sum of
square and K is the number of regression parameters.
The results obtained from this test shows that GOMPERTZ
MODEL is the best to fit the data with minimum AIC value
i-e -70.0937 and the new proposed model is better than
logistic model with AIC value=-53.9756 (Table 3).
the results from these tests are further verified using
non-linear regression RSS (residual sum of squares)
values calculated for above mentioned models and
BIC(BAYESIAN INFORMATION CRITERION). The
relation of model accuracy to RSS value BIC value is
such that smaller the RSS value, more accurate the
model is. SPSS is used to find the RSS of these models
with given set of parameters. Results from this test imply
that GOMPERTZ is best with smallest RSS value, the
new modified model ranks 2nd among these three.
Table 3: Statistical Comparison of Gompertz Model New
Proposed Logistic Type Model and Logistic Model
STATISTICAL ANALYSIS
MODELS
GOMPERTZ
MODEL
RSS
NEW PRO0.001
POSED
LOGISTIC TYPE
MODEL
0.0001
AIC
-70.0937
50.093
-53.9756
LOGISTIC
MODEL
-49.1326
0.002
AICc
-
BIC
70.302
-53.9756
-
54.192
29.1236
-
49.343
REFRENCES:
1.
Preliminary emergency appeal MDRPK007 GLIDE
FL-2011-000130-PAK Operation Update no. 5
13 October 2011. Retrieved from reliefweb.int/
node/452592/pdf
2.
Health impact of 2010 flooding in Pakistan the
Health. 2011; (2)1:11-12 Retrieved From thehealth.
liphealth.pk/january_2011/2010_flooding_in_
Pakistan.pdf
3.
Benjamin E, Reznik A, Benjamin E and Williams
AL. Mathematical Models of Cobalt and Iron Ions
Catalyzed Microwave Bacterial Deactivation Int. J.
Environ. Res. Public Health. 2007; 4(3): 203-210.
4.
Fukuzaki S. Mechanisms of Actions of Sodium
Hypochlorite in Cleaning and Disinfection
Processes. Biocontrol Sci. 2006; 11(4): 147-157.
5.
Water J. Health. Mathematical models for
Enterococcus faecalis recovery after microwave
water disinfection. Int. J. Environ. Res. Public
Health. 2009; 7(4): 699-706.
6.
Chick H. “An investigation into the laws of
disinfection”. J. Hyg. Cambridge. 1908; 92-158.
7.
Fujikawa H, Kai A, Morozumi S. “A new logistic
model for Escherichia coli growth at constant and
dynamic temperatures”. Food Microbiology. 2004;
21: 501–509.
30
Pak J Public Health Vol. 3, No. 4, 2013
Review Article
Contextual determinants of Skilled Birth Attendant utilization: An In-depth Analysis of Pakistan
Demographic Household Survey
Mariyam Sarfraz1, Aashifa Yaqoob1, Saima Hamid1
1
Health Services Academy, Chak Shehzad, Islamabad, Pakistan (Correspondence to Sarfraz M: sarfraz.mariyam@gmail.com)
Abstract
Introduction: Timely recognition and prompt treatment of maternal complications arising during pregnancy and delivery
can improve the maternal deaths and the morbidity resulting from complications. Considering the maternal health
situation in Pakistan, this paper looks specifically at the factors affecting the skilled birth utilization. The objective of
this study is to explore and identify the contextual determinants for the uptake of skilled birth attendants by women of
reproductive age in the urban and rural areas of Pakistan.
Methods: Data from the Pakistan Demographic and Health Survey 2006–2007 was used. The dependant variable in the
analysis was “delivery assisted by the skill birth attendant (SBA)” which included doctors, nurses, midwives, and lady
health visitors. A multistage process was used to create a final model for the dependent variable (delivery conducted
by skill birth attendant). Bi-variate relationships between the each independent variable and outcome variable were
investigated using a binary logistic model. Those independent variables found to be significant at the bi-variate level
were included in a multivariate regression model for outcome variable.
Results: More than two third of the respondents (63.3%) were less than thirty (< 30) years in age and one fourth of the
women were working women. Overall literacy for women was low with only 35.4% of the women literate. More than 80%
of the fathers were less than 40 years of age and 85.4% of them were formally employed. 63.1% of the respondents
were from a rural area, whereas only 36.9% were from urban locality. The results of multivariate regression show that
wealthy, literate women from urban areas who undertook regular ante natal care from a skilled provider and practiced
family planning were more likely to utilize a skilled birth attendant at delivery.
Conclusion: This study has identified major determinants for a skilled birth attendant utilization as respondents’
education, financial/economic status (ability to pay), access to a health facility, antenatal care use and a positive history
of family planning. Promoting the availability of and access to skilled birth attendants during delivery, especially in the
rural and under-developed areas, is essential for achieving gains in MDG 5.
Keywords: Maternal health; Skilled birth attendant; PDHS; Ante Natal Care; Pakistan. (Pak J Public Health 2013; 3(4):
31-38)
Introduction
Maternal mortality remains a major challenge to health
systems worldwide. The evidence shows that about 358
000 maternal deaths occurring worldwide (1) of which
nearly 99% are concentrated in developing countries.
Reducing the burden of preventable maternal deaths has
been a major focus for the global health community as
little attention is given to maternal health at the primary
health care level in most developing countries (2). The
focus on maternal health gained importance when
maternal mortality became a goal for development in the
Millennium Declaration (Millennium Development Goal
(MDG 5) (3). More recently, improving maternal, neonatal,
and child health (MNCH) was also the key development
priority at the June 2010 Group of Eight (G8) Summit
and the September 2010 MDGsSummit. Although there
have been reductions in maternal mortality world over
(from 526 300 in 1980 to 358 000 in 2008), the progress
in developing countries is still not on track and only 23
countries are on course to achieving MDG 5 by 2015 (1).
Pakistan, the sixth most populous country in the
world, has a maternal mortality rate of 277/100,000 live
births, one of the highest in the Asian region. Over the past
two decades, several programs have been developed and
implemented for improving maternal health; however, the
rate of decline in maternal mortality has been relatively
slow. A large nationwide health infrastructure network
has been developed with thousands of first level care
31
facilities, with targeted policies to give improved access
to maternal health care and family planning services
facility, and just 39% of the births are attended by skilled
birth attendants (15).
Figure 1: Pakistan's progress in MMR
Figure 2: Change in uptake of assistance during delivery
(4). Figure 1 show various initiatives launched with their
impact on women’s reproductive health indicators (5).
In 1955, a cadre of community based midwives, the
Lady Health Visitors (LHV) were introduced to provide
community based services; a large number of the LHVs
are now however, working as static maternal health
providers in public and private facilities, leaving very few
catering to the rural areas (6). The maternal mortality
rate was estimated to be 533 in 1993 and the current
rate of 277 shows a reduction of 49% in a span of 20
years. However, it is estimated that at the current rate of
progress, Pakistan will not achieve the MDG targets by
2015 (7). In order to accelerate its efforts for improved
maternal health, Government of Pakistan created the
National program for Family Planning and Primary Health
Care in 1994 for providing basic care to women in rural
areas. The program currently employs over a 100, 000
lady health workers (LHWs) providing primary health care
to over 60% of the population of Pakistan (8). However,
due to a number of weaknesses in the program which
include irregular supply of drugs, delayed disbursement
of remuneration, poor district health system referral
support, imbalanced coverage and no response to LHWs’
expectations for higher financial compensation and
career development (9, 10). the program has not had the
intended impact on reduction of maternal mortality and
increased skilled attendance at deliveries (11).
An examination of the PDHS 1991 and 2006
data reveals that more than 50% of the women prefer
a traditional birth attendant’s (TBA’s) assistance for
delivery rather than a skilled care provider as shown in
figure 2 (12,13). In spite of the launch of the LHVs and
the introduction of the LHW program, there has been
little improvement in maternal mortality and morbidity
indicators (14). Only 34% of births take place in a health
The nationwide initiatives undertaken by the
Government of Pakistan have the potential to address
the access barriers to seeking skilled care. However, the
success of the programs depends highly on the status of
the public health infrastructure, available human resource
and adequately equipped facilities.
Pakistan’s current strategy for reducing MMR is to
promote deliveries by trained persons. For this purpose,
the Maternal New born and Child Health (MNCH)
program was created in 2007 with the aim of achieving
90% deliveries by trained persons by 2015. The MNCH
program has introduced a cadre of community-based
midwives (CMWs) to make skilled care available and
accessible to under developed rural areas across all
regions of Pakistan (16). The premise for the program
is that increasing access to safe delivery and family
planning services within rural communities will increase
the opportunities for women to have positive outcomes
for their pregnancies thereby reducing the burden of
maternal mortality and morbidity. To achieve this purpose,
the skilled birth attendants must be in sufficient numbers
and well equipped to provide services in remote and rural
areas.
Ensuring equitable access to maternal health
services is crucial to reducing maternal deaths. Most
life-threatening maternal complications leading to deaths
occur late in the pregnancy through 48 hours after
delivery (17). Timely recognition and prompt treatment
of these conditions can improve the maternal deaths
and the morbidity resulting from complications (18).
Considering the maternal health situation in Pakistan, this
paper looks specifically at the factors affecting the skilled
birth utilization. The objective of this study is to explore
and identify the contextual determinants for the uptake of
skilled birth attendants by women of reproductive age in
32
the urban and rural areas of Pakistan.
Methods
The present analysis aimed to explore the utilization of
skill birth attendants (doctors, nurses, midwives, and
lady health visitors). A Multivariate regression modelling
has been used on the Pakistan Demographic and Health
Survey 2006–2007 data sets, available from Measure
DHS (19). This data set comprises of a national sample
of 10,023 ever married women and is the most recent
available source of information on maternal and child
health in Pakistan. The present analysis drew a subset of
women who had had a live birth in the five years preceding
the survey (n = 9060).
Analyses were performed using SPSS version
18. A multistage process was used to create a final
model for the dependent variable (delivery conducted
by skill birth attendant). Bi-variate relationships between
the each independent variable and outcome variable
were investigated using a binary logistic model. Those
independent variables found to be significant at the bivariate level were included in a multivariate regression
model for outcome variable. Each independent variable
was tested using chi-square test of independents to
determine if the independent variable improved the
model; variables not contributing to the model were
dropped. Thus, the most parsimonious model was built for
outcome variable. The odds ratios with 95% confidence
intervals were calculated in order to assess the adjusted
risk of independent variables, and those with P < 0.05
were retained in the final model.
Outcome indicators and explanatory variables
The dependant variable in the analysis is “delivery
assisted by the skill birth attendant (SBA)” which includes
doctors, nurses, midwives, and lady health visitors.
The explanatory variables were identified based
on their theoretical and empirical value along with their
availability in the PDHS data set. The dependent outcome
variable was examined according to individual level factors
which included the following variables: respondent’s age,
education, occupation, husband’s age, respondent’s
education, husband’s education, respondent’s working
status (respondents who worked at home or away),
husband’s occupation, means of transport, co-habit
with husband, wanted pregnancy or not, birth order,
antenatal visit, family planning history, age at first birth,
and complication(s) during the pregnancy. Household
level factors included household wealth index which
was measured using an asset index approach (Filmer &
Pritchett 2001). Community level factors included place
of residence (rural/urban).
Transformations were done in some of the exiting
variables in the data which were converted to binary
variables and coded as 0 or 1. For antenatal visit, women
were coded “visited for antenatal care” if they had made
at least one visit. For family planning history, women
were coded “having family planning history” if they were
using any type of family planning services in past before
the last delivery. For own transport: availability of any
transport (car/truck, motorcycle/scooter) was coded “own
transport”.
Results
The distribution of demographic characteristics of the
women is shown in Table 1.
Table 1: Percentage
Characteristics
distribution
of
Demographic
Table 1: Percentage distribution of Demographic Characteristics
Percentage (%)
Age (Year)
• < 30
• 31 – 40
• > 40
63.3
30.7
6.0
Occupation
• Working
• Not working
27.35
72.65
Education
• Literate
• Illiterate
35.4
64.6
Husband’s Age (Year)
• < 30
• 31 – 40
• > 40
35.1
44.1
20.8
Husband’s Occupation
• Formal Employment
• Self Employment
85.4
14.6
Husband’s Education
• Literate
• Illiterate
64.7
35.3
Type of Residence
• Urban
• Rural
36.9
63.1
Availability of Transport
24.4
Wealth Index
• Poorest
• Poorer
• Middle
• Richer
• Richest
19.6
19.3
19.7
20.4
21.0
Visited for ANC
32.9
Used Family Planning Services in Past
29.4
Child Wanted
86.8
Cohabit with Husband
90.0
Age at 1st Birth (Year)
• <20
• 21 – 30
• 31 – 40
54.9
43.0
2.1
33
Table 2: Factors associated with the utilization of skill birth
Complication during Pregnancy
• Serious Headaches
• Blurred Vision
• Swelling of Hands
• Swelling of Face
• Vaginal Bleeding / Spotting
• Fits or Convulsion
• Epi-gastric Pains
51.6
31.4
27.7
24.5
7.5
3.9
33.7
Birth Order
• 1st
• >2
63.3
36.7
attendants
Determinant
Last Delivery Conducted
by SBA
Yes
P – value
No
Percentage
More than two third of the respondents (63.3%) were
less than thirty (< 30) years in age. Only one fourth of the
women were working women.
Overall literacy for women was low, only 35.4% of the
women were literate. Fathers were more educated as
compared to the mothers i.e. 64.7% of the fathers were
literate. More than 80% of the fathers were less than 40
years of age and 85.4% of them were formally employed.
Majority of the respondent, 63.1% were living in rural
area, whereas only 36.9% were from urban locality. Only
24.4% of the respondents owned the facility of transport
at their home like bike, car. The proportion of use of
family planning services in past was 29.4%. 90% of the
mothers were living with their husbands. Majority of
mothers had their first birth before their twentieth birthday.
Severe headache was found as the main complication
during pregnancy,51.6% of the mothers reported serious
headache during pregnancy, 31.4% reported blurred
vision, 27.7% of the mothers had swelling of hands
during pregnancy, 7.5% suffered from vaginal bleeding
/ spotting, 3.9% of mothers reported fits and convulsion
during pregnancy and 33.7% of mothers suffered from
epigastria pains.
Table 2 shows the factors associated with
the utilization of skill birth attendants at last delivery.
Among the women who visited a SBA at last delivery,
the percentage of women younger than 30 years was
significantly higher as compared to those who didn’t visit
SBA. Data revealed that the tendency to approach SBA
at last delivery was considerably higher in working women
as compared to housewives. Literacy was associated with
visit to a SBA at last delivery. In women who visited a SBA
at last delivery, 51.2% of them were literate and among
those who didn’t, only 19.7% were literate. Other factors
significantly associated with SBA were husbands’ age
less than 30, husbands’ education and urban residence
(Table 2).
Respondent’s Age (Year)
• < 30
• 31 – 40
• > 40
66.5
28.8
4.7
60.1
32.6
7.3
0.000*
Respondent’s Occupation
• Working
• Not working
32
68
22.7
77.3
0.000*
Respondent’s Education
• Literate
• Illiterate
51.2
48.8
19.7
80.3
0.000*
Husband’s Age (Year)
• < 30
• 31 – 40
• > 40
36
46.8
17.2
34.1
41.4
24.5
0.067
Husband’s Occupation
• Formal Employment
• Self Employment
84.4
15.6
86.4
13.6
0.190
Husband’s Education
• Literate
• Illiterate
75.6
24.4
53.9
46.1
Type of Residence
• Urban
• Rural
50.6
49.4
23.7
76.3
0.000*
Availability of Transport
0.000*
31.3
17.5
0.000*
Wealth Index
• Poorest
• Poorer
• Middle
• Richer
• Richest
6.4
14
21.6
26.1
31.9
32.9
24.5
17.9
14.6
10.1
0.000*
Visited for ANC
51.4
14.3
0.000*
Used Family Planning
Services in Past
36.0
22.7
0.000*
Child Wanted
88.0
85.7
0.269
Cohabit with Husband
89.7
90.2
0.421
49.3
48.2
2.5
60.4
37.7
1.9
0.000*
51.7
33.6
30.9
27.8
10.2
52.4
29.1
25.7
22.6
5.8
0.628
0.000*
0.000*
0.000*
0.000*
4.5
34.7
3.5
33.3
0.043
0.267
66.7
33.3
59.8
40.2
0.000*
Mother’s Age at 1st Birth
(Year)
• <20
• 21 – 30
• 31 – 40
Complication during
Pregnancy
• Serious Headaches
• Blurred Vision
• Swelling of Hands
• Swelling of Face
• Vaginal Bleeding /
Spotting
• Fits or Convulsion
• Epigastric Pains
Birth Order
• 1st
• >2
Note: p values are for chi-square tests between the two groups. *
significant at 0.05
34
Availability of transport was associated with
utilization of SBA service; about 31.3% of the respondents
who visited SBA at last delivery had the transport facility
at home and only 17.5% of respondents who didn’t had a
vehicle. Also with utilization of SBA service at last delivery
increased with increasing wealth index.
Antenatal visits and family planning history were
associated with the utilization of SBA service at last
delivery. Amongst the respondents who visited the SBA,
51.4% visited the health facility for at least one time for
antenatal care as compared to 14.3 % for those who
didn’t visit the SBA at last delivery and 36% had a history
of use of any family planning services in past.
Complications during pregnancy were associated
with increased utilization of SBA service. Table 2 shows
that women who had problems like blurred vision, swelling
of hands, swelling of face, vaginal bleeding/spotting and
fits or convulsion, majority of them visited the SBA at last
delivery. Birth order (primi gravida) was also significantly
associated with utilization of SBA service.
Table 3 describes the results that were revealed
by the multivariate logistic regression model.
The factor associated as a hurdle in utilization of SBA’s
services at last delivery was underutilization of antenatal
care services during last pregnancy. Respondents who
did not visit for antenatal care during pregnancy were
more likely (OR 3.78) to visit other service providers than
SBA.
Table 3: Results of multivariate logistic regression model
Factors associated with utilization
of SBA service in last delivery
P-value
OR
C.I
Mother’s Education (Literate)
• Illiterate
0.000
1.68
1.43 – 1.92
Wealth Index (Richest)
• Poorest
• Poorer
• Middle
• Richer
0.000
0.000
0.000
0.000
4.83
2.81
2.35
1.52
3.74 – 6.26
2.81– 4.49
2.35 – 3.66
1.52 – 2.31
Type of Residence (Urban)
• Rural
0.000
1.38
1.20 – 1.60
Visited for ANC (Visited for
ANC)
0.000
3.78
3.27 – 4.37
Used Family Planning Services in
Past (Yes)
0.012
1.20
1.09 – 1.31
R2
23.5
Note: For categorical explanatory variables, the reference group is
indicated in parentheses.
Furthermore, a clear gradient was found within
the different levels of wealth index. Respondents with
high wealth index (richest) had a higher likelihood of
visiting SBA at last delivery than those with middle and
poorer.
Low literacy level and rural residence of
respondents was also associated with not visiting the SBA.
Use of family planning services in past was associated
with a greater probability of visiting SBA in last delivery.
Discussion
This study has identified major determinants
for a skilled birth attendant utilization as respondents’
education, financial/economic status (ability to pay),
access to a health facility, antenatal care use and a
positive history of family planning.
The results of the multivariate analysis reveal
that the level of education is a statistically significant
predictor for the utilization of skilled birth attendants.
Literate mothers are more likely to utilize a skilled birth
attendant at delivery than an illiterate mother. This finding
is consistent with those reported from developed and
developing countries which show that mother’s education
is strongly associated with all types of health behaviours.
An educated mother is likely to have increased knowledge
and awareness about health services, exercise more
autonomy indecision making in health matters, be familiar
with modern medical facilities, has better communication
with family and health care providers in terms of
demanding care (20-25).
Education is also more likely to be associated
with a better financial capacity and hence ability to
afford the costs of utilizing maternal health services. Our
analysis shows that wealthier the mother, the more likely
she is to visit a skilled birth attendant for delivery and
a respondent belonging to a poorer household is more
likely to visit non-skilled maternal care service providers.
Several studies have identified financial constraints as
the most important factor in non-utilization of health care
(26-29). Seeking skilled maternal care may include costs
of travel, medicines, provider fees and poorer households
with limited financial resources are less likely to use a
health facility for delivery services (20, 30- 32).
Our analysis shows that underutilization of skilled
birth attendants is more in rural areas as compared
to urban areas. This difference in utilization may be
accounted for by the fact that there are more and better
equipped health facilities in urban areas than in rural.
Another factor is the distance to the facility which may
be more in rural areas than in urban localities (33, 34).
Large distances to facility are a deterrent factor due to
a poor road and transport network in rural areas and the
additional costs incurred in travelling to a facility (35, 36).
35
Our analysis also found that antenatal care visits are
positively correlated with the utilization of skilled birth
attendants at delivery. This may be due to the fact that an
antenatal visit is an opportune interaction with qualified
care providers who can give women information about
healthy maternity behaviours, status of the pregnancy,
identify potential complications and give information about
place and mode of delivery (20, 37). The information
exchange can lead to an informed and timely decision
making. ANC visits also indicate the availability of and
access to maternal health services nearby as women
closer to a health facility are more likely to deliver with a
skilled birth attendant (22).
The use of contraception was also found to be
positively associated with receiving skilled care. A study
from Pakistan on factors associated with contraceptive
adoption found that educated women are more likely to
use contraception as opposed to illiterate women (38).
The family planning services in Pakistan are provided
both by the public and private sector, however, services in
rural areas are almost exclusively provided by government
deployed Lady Health Worker (LHW) who is also trained
for providing antenatal care to women resident in villages.
The interaction is opportunity for the health worker to give
information about safe motherhood practices and also
signifies a woman’s familiarity with the health system and
facilities available potentially explaining the findings in
our study.
Over the years, Government of Pakistan’s
investment in health sector including maternal and
child health, has increased many folds, however, the
investments in social sector have suffered from cuts in
development expenditures due to falling macroeconomic
growth and rising debt servicing (39). The major impact
has been on the health and education sector. Although
the expenditure in maternal and child health by the
government and donor assistance has increased, it is not
well documented. The political instability, poor governance
and leadership, lack of coordination between public,
private and NGO sectors have resulted in government’s
inability to effectively channel limited resources for
improved maternal and child health services (14, 40).
The overall impact has been a sluggish improvement in
maternal health Pakistan, with a maternal mortality rate
ranging from 238 to 856 (13).
Conclusions
Taking onto account the prevailing scenario and the
preference of the rural women for a home delivery, the
launch of the MNCH program in 2007 and introduction of a
licensed, community based midwife (CMW) in rural areas
is an appropriate initiative for reducing maternal mortality
through skilled birth attendants (16). A community based
midwife can provide the rural communities with the desired
home based skilled care and service. However, initial
assessments of this initiative have shown that the CMWs
do not have a strong administrative and supervisory
support from the program and the health system (4143) and lack of necessary medicines and equipment is
restricting their ability for providing home care. The recent
national administrative reform of devolution of social
sector services, including health, to Pakistan’s provincial
governments can be utilized for strengthening the MNCH
program with the aim of improving maternal health. The
provinces can channel the limited financial resources
more effectively according to the context of the local
population, provide functional field support to the CMWs
and strengthen the health systems for a strong referral
support.
Considering the current progress, it is evident that
Pakistan is not on the track for achieving MDG 5 by 2015
(7). Promoting the availability of and access to skilled
birth attendants during delivery, especially in the rural
and under-developed areas, is essential for achieving
gains in MDG 5. This can be achieved by strengthening
the community based health workers (LHWs and
CMWs) for providing skilled care to rural, underserved
and marginalized populations. A wider social policy,
encompassing improvement in social determinants of
health like education, inequalities, employment, social
support and security is also crucial for improving the
overall health status, especially mothers and children.
Competing Interests
The authors declare that they have no competing
interests.
Authors’ contributions
MS conceived of the study and drafted the manuscript.
AY and SH performed the analysis of the data set. MS, AY
and SH participated in the design of the study, and helped
to draft the manuscript. All authors read and approved the
final manuscript.
Acknowledgements
The authors wish to thank Dr. Naushin Mahmood for her
guidance.
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38
Review Article
Pak J Public Health Vol. 3, No. 4, 2013
Measuring cognitive potential of children in Pakistan: building up a case
Irum Gilani1, Siham Sikander2
1Health Services Academy, Islamabad 2Human Development Research Foundation (HDRF) Islamabad, Pakistan
(Correspondence to Gilani I: irumgilani@hotmail.com)
Abstract
Children in developing countries are not fulfilling their potential for growth, cognitive or socio-emotional development.
Children living in poverty are exposed to increasing number of risks, and the cumulative effects of these risk factors
on development become more evident as children get older. Development is thus malleable and can be enhanced by
interventions affecting the child, the environment or both. Evidence-based intelligence testing can justify allocation
of resources for mainstreaming children with below-average cognitive potential. In this background, this review was
conducted with an overall aim to build up a case for the assessment of cognitive potential of children in Pakistan to
develop interventions if the children are not achieving their full cognitive potential.
Key words: Children, Pakistan, cognitive potential, general intelligence factor, primary education, mental health. (Pak J
Public Health 2013; 3(4): 39-43)
Introduction
Child development is the scientific study of processes
of change and stability from conception through
adolescence (1). Change and stability occur as the
product of several processes (2): biological, cognitive and
psychosocial. Biological processes involve changes in the
child’s body. Cognitive processes involve changes in the
child’s thinking, intelligence, and language. Psychosocial
processes involve changes in the child’s relationships
with other people, changes in emotion and changes in
personality. All three domains are intertwined (1).
Changes throughout child development result from
multidirectional interactions between biological factors
and environmental influences (parent-child relationships,
community characteristics, cultural norms) (3). It is now
well accepted that development is a process that is not
determined independently by nature or nurture alone, but
by “nature through nurture” (4). The conceptualization of
development as a dynamic interplay between biological
and environmental factors suggests that development is
malleable and can be enhanced by interventions affecting
the child, the environment or both (5).
Children in developing countries are growing up at
a disadvantage. First paper in a recent child development
series in the Lancet estimated that over 200 million children
under 5 years worldwide are not fulfilling their potential for
growth, cognitive or socio-emotional development. During
the first five years of life, children lay the groundwork for
lifelong development (4). Children living in poverty are
exposed to increasing number of risks over time, and the
cumulative effects of these risk factors on development
become more evident as children get older. Examples
of risks might include poor infant nutrition, stressful life
events, poor mother-child interactions, absence of father
or other social supports, exposure to environmental risks,
or changes in family employment status (5).
In this background, this review was conducted
with an overall aim to build up a case for the assessment
of cognitive potential of children in Pakistan to develop
interventions if the children are not achieving their full
cognitive potential.
Methods
English language, open access literature from any period
till the date of review was searched. Key words used
included children, Pakistan, cognitive potential, general
intelligence factor, primary education and mental health.
Electronic databases of PubMed and Google scholar
were utilized for this review.
Linkages between child development and the
Millennium Development Goals (MDGs) have been
analyzed in the review. Importance of identification and
integration of children with below-average cognitive
potential has been discussed. Moreover, extraction
of general intelligence factor (g) and its practical
interpretation have also been analyzed.
39
Results
(I)Linkages between child development and MDGs 1,
2&4
MDGs have captured the attention of the
international health and development community in
recent years (6). Focus on the childhood mortality
survivors (MDG 4) has always been undermined by the
exclusive use of cause-of-death as the standard measure
of child health status. In developing countries, many of
these children acquire disabling disorders attributable to
their living conditions, poverty (MDG 1) and secondary
infections. They are thus disadvantaged from the early
childhood in competing with their privileged peers for life
opportunities. Available social, medical and educational
services in the developing world are not capable
of integrating such disadvantaged children into the
larger society. For most developing countries, already
overwhelmed by the challenge of dealing with prevailing
fatal and communicable diseases, there is a moral
dilemma between child survival and wellbeing (7).
For attaining universal primary education (MDG
2), educational system is required to address needs
of children with learning difficulties. It is plausible to
hypothesize that learning and emotional problems are
important risk factors for primary school dropouts in
educational systems of the developing world. Education
equips children with the core abilities to adapt and cope
with the difficult situations, utilize available resources and
serve as agents of change. There are several areas of
congruence between MDGs and mental wellbeing (8).
During the past decade, much progress has been
made towards universal primary education in developing
countries. Many middle-income countries in the world
including Chile, China, Cuba, the Republic of Korea,
Singapor and Sri Lanka have achieved universal primary
education by building up robust primary education
systems. Low-income countries such as Ethiopia, Guinea,
and Mozambique have shown sustained progress
towards the MDG 2. But the state of primary school dropouts in Pakistan is dismal with the second rank amongst
countries of the world. On the other hand, Pakistan’s
neighboring countries India and Bangladesh are on the
right track to achieve MDG 2 (9).
(II) Identification & integration of children with belowaverage cognitive potential
In developed countries, child cognitive testing
is undertaken with the goal to identify children with
special needs in order to help them with special services.
Standardized child cognitive assessment tests are
administered in the exact same manner to all children in
order to evaluate and compare their performance on the
same cognitive abilities (10). There is a whole battery of
tests that try and capture child intelligence which is also a
part of child cognitive development.
In the aftermath of laws requiring mandatory
public education for all children during 1882, Alfred Binet
was asked by the French Ministry of Education to identify
students who needed special help in coping with the school
curriculum. Before this, most school children came from
upper-class families. With the requirement of education
for all children, schools had to educate a much more
diverse group of children with some of the children having
no prior education appeared incapable of benefiting from
the school curriculum (11). Binet attempted to develop
experimental techniques to measure intelligence. He tried
a variety of tasks on his own children as well as on other
children in the French school system. He together with
Theodore Simon developed the Binet-Simon intelligence
scale in 1905 (12). The scoring of the test produces a
number called the child’s mental age (11).
Following a series of refinements to the BinetSimon intelligence scale in the United States, the
Stanford-Binet test was developed in 1916 at Stanford
University. Lewis Terman standardized and normed the
Binet test on California school children. He also added a
concept developed by another psychologist, William Stern
(1871–1938), which became the well-known Intelligence
Quotient (IQ score) (11). In India, Rice’s Hindustani Binet
intelligence test was published in 1929 in order to provide
education better adjusted to child’s learning capacity. This
led to the work of V.V. Kamat in producing Marathi and
Kannada versions of the Stanford-Binet tests in 1936,
with subsequent revisions (13).
It is critical to assess cognitive development of
children in Pakistan as well. Evidence-based standardized
cognitive testing can justify allocation of resources for
mainstreaming children with below-average cognitive
potential. Future productivity of such children can be
enhanced by identifying and addressing their cognitive
problems. Evidence suggests that where ordinary system
of schooling is of no avail, cognitive stimulation by modern
psychological methods proves efficacious. More than two
millennia have passed since the psychology of using play
to motivate children had been explained to king Milinda at
Sialkot, or the toys had been used at Taxila. Ironically, the
importance of play as a source of motivation in learning
of “not too smart” child still needs to be re-established
in Pakistan. Developed world’s educational psychology
of the past 150 years has proven importance of the
cognitive stimulation and encouragement for children
40
with below-average cognitive potential. After receiving
supportive services, such children had shown average
or above-average performance in whether it was textbased school-work, or mathematical manipulation, or
art, or sport (13). Undoubtedly, much of this can also be
achieved with below-average children in Pakistan.
(III) Extraction & interpretation of general intelligence
factor (g)
Originally, intelligence tests measured verbal and
nonverbal functioning, and offered an overall estimate
of cognitive functioning based primarily on these two
constructs (14). British psychologist Charles Spearman
(1927) suggested that intelligence is comprised of one
general factor (g) that is common to all of the tasks
that are used in the assessment of intelligence, and as
many specific factors as there are tasks (15). Concurrent
advances in factor-analytic techniques were applied
to measure mental abilities to further clarify the nature
of intelligence. In the 1950s, intelligence testing began
to focus on measuring more discrete aspects of an
individual’s cognitive functioning requiring a wide array of
subtests tapping many different mental abilities. Cattell
introduced the theory that intelligence was composed
of two factors: fluid intelligence (gf) and crystalline
intelligence (gc). Horn latter expanded on Cattell’s
original gf-gc theory to include visual perception, shortterm memory, long-term storage and retrieval, speed of
processing, auditory processing ability, quantitative ability
and reading and writing ability factors(16).
Despite the current trend toward increased
emphasis on multiple, more narrowly defined cognitive
abilities, the concept of an underlying global aspect
of intelligence remains valid. Most contemporary
intelligence theories view intelligence as having
hierarchical structure, consisting of broad general factor
at the highest level, with subsequent levels including
broad domains of cognitive ability that are further divided
into more discrete or narrow abilities. Results of factor
analytic research generally converge in the classification
of 8 to 10 broad intelligence factors (16). Thus intelligence
has a hierarchical structure with g located at the apex
of the hierarchy (stratum III). At a lower order in the
hierarchy (stratum II), several broad ability factors are
distinguished: fluid intelligence, crystallized intelligence,
general memory, visual perception, auditory perception,
retrieval, or cognitive speed. Lastly, stratum I is based on
specific abilities, such as induction, lexical knowledge,
associative memory, spatial relations, general sound
discrimination, or ideational fluency (figure 1) (17).
Figure 1: Schematic representation of the three stratum
taxonomy of intelligence
Source: Colom R, Karama S, Jung R E, Haier R J. Human intelligence
and brain networks. Dialogues Clin Neurosci. 2010; 12: 489-501.
The Wechsler intelligence scales are the most
commonly used tests for the assessment of cognitive
development in the United States (18). Wechsler
based his tests on the premise that intelligence is a
global entity because it characterizes the individual’s
behaviour as a whole, and it is specific because it is
composed of elements or abilities that are distinct from
each other. Wechsler selected and developed subsets
that highlighted the important cognitive aspects of
intelligence: verbal comprehension, abstract reasoning,
visual spatial processing, quantitative reasoning, memory,
and processing speed (16). The Wechsler Preschool and
Primary Scale of Intelligence (WPPSI) was introduced in
1967 as an adaptation of the Wechsler Intelligence Scale
for Children (WISC) to preschool children (19).
Modern IQ tests use a scaling method based
on the normal curve to compute the IQ scores. This
innovation was developed by Wechsler which is known as
deviation IQ method. It permits the test user to interpret a
person’s IQ score in terms of the proportion of people in
the normative sample that had scores above and below
the person’s obtained score. IQ scores tend to closely
follow a mathematical distribution known as the normal
distribution. For mapping the IQ scores onto the normal
distribution, the mean (average) and standard deviation (a
measure of score’s variability) of a large standardization
sample is computed (20).These statistics are then used
in a conversion formula to convert the “raw” scores from
the test into “standard” IQ scores having a predetermined
mean and standard deviation. For the Wechsler tests the
mean will be set to 100 and the standard deviation to 15
points (21).
41
4.
5.
6.
Figure 2: Correlation of IQ scores with occupational
achievement (applicable to young white adults in US)
Source: Gottfredson L S. The general intelligence factor. Human
intelligence. 1998 © Scientific American, Inc.
Most intelligence experts now use g as the
working definition of intelligence. Correlation of general
intelligence with occupational achievement suggests
that g reflects an ability to deal with cognitive complexity
(figure 2). This factor seems to have considerable
influence on a person’s practical quality of life including
performance at school and on the job, dropping out of
the school, chances of divorcing, being unemployed or
having illegitimate children (15).
Conclusion
The Bronfenbrenner model of ecology of human
development acknowledges that children do not develop
in isolation but in relation to their family and home;
school, community and society (22). Child development
is malleable and can be enhanced by interventions
affecting the child, the environment or both (5). Strategies
for identifying and mainstreaming children with belowaverage performance will not only help achieving universal
primary education in Pakistan but will also enhance future
productivity of the children.
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43
Pak J Public Health Vol. 3, No. 4, 2013
Short Communication
Insecticide Susceptibility/Resistance Status of Anopheles Mosquitoes in District Bahawalpur,
Punjab Pakistan: An Entomological Survey
Khalid Mehmood1, Hamayun Rashid Rathor1, Imtinan Akram khan1 Soaib Ali Hassan1, Tallat Anwar Faridi1
1
Departmant of Medical Entomology and Disease Vector Control (MEDVC), Health Services Academy, Islamabad
(Correspondence to Mehmood K: khalidmehmood1525@gmail.com)
Abstract:
The main issue for effective malaria control programme in Southern Punjab is the insecticide resistance. While resistance
to pyrethroids, is the alarming situation for the Malaria Control Program. As the pyrethroids are being used for long lasting
bed nets (LLINs) and Indoor Residual Spraying (IRS). The present study utilized the World Health Organization (WHO)
test kits and insecticide impregnated papersimpregnated papers with DDT, Malathion, Fenitrothion and Deltamethrin to
determine the insecticide susceptibility/resistance status of malaria vector mosquitoes in Bahawalpur. Results from the
study showed that An. stephensi was resistance to DDT, Fenitrothion, Malathion, Deltamethrin and Lambdacyhalothrin
in all localities of District Bahawalpur. This study forms an important evidence base for the strategic planning of vector
control in district Bahawalpur.
Key Words: Anopheles—Insecticide—Pakistan—resistance—Susceptibility—South Punjab. (Pak J Public Health 2013;
3(4): 44-45)
Survey Report
Malaria is the world’s most important vector-borne disease
that puts approximately 3.3 billion people at risk in 106
countries (1) and causes 1 million deaths annually (Roll
back Malaria 2008). Children and pregnant women are
most vulnerable to malaria, with a child dying from malaria
every 40 seconds (2). In the World Health Organization
(WHO) Eastern Mediterranean Region (EMR), malaria is
endemic in 9 countries with 5% of the population at risk
(3). Approximately 500 known Anopheline species found
worldwide, only 60 Anopheles species are known malaria
vectors (4). In the EMR, 18 out of 70 Anopheline species
are confirmed malaria vectors (5). Out of 24 reported
Anopheles species in Pakistan (6) only two primary
malaria vectors, An. stephensi and An. culicifacies, have
been reported.
Malaria control in Pakistan was started as Malaria
Control Activity in 1950. In 1961 this program became the
Malaria Eradication Program with the objective to interrupt
malaria transmission with residual insecticides, but in
1969 this program suffered technical, administrative,
and financial problems. Insecticide resistance in vector
mosquitoes and anti-malarial drug resistance posed
major technical hurdles. The failure of the Malaria
Eradication Program led to the initiation of a five year
National Malaria Control Program (MCP), where control
of vector mosquitoes was the main control strategy.
Baseline work on insecticide resistance monitoring
in the country was carried out in 1985 as the first largescale field survey to map insecticide resistance status
in 11 randomly selected districts in the Punjab province
(7). An. culicifacies was susceptible to all insecticides
except DDT, but for An. stephensi resistance to Malathion
was widespread. During the last 25 years, very little work
has been done to monitor the insecticide resistance
status of Anopheline mosquitoes in Pakistan. This lack of
information on the resistance status of vector mosquitoes
can have serious technical and financial consequences,
especially when pyrethroids are used extensively for
agricultural and household purposes. Development
of undetected vector resistance to currently effective
pyrethroids can lead to uncontrollable epidemics by
vector-borne diseases. The present study was designed
to determine the insecticide susceptibility/resistance level
in malaria vector mosquitoes in Bahawalpur.
Adult mosquitoes were collected from three
randomly selected districts of Bahawalpurof Bahawalpur
using mouth aspirators and mechanical sweeper
machines. Collections were made from human dwellings
and animal sheds from March to June 2013. Female
mosquitoes of all stages, including fed, half gravid, and
gravid, were collected from the different locality. WHO
Standard bioassay adult test kits (8) were used. Wild44
caught fed females were tested under field conditions; the
adult female mosquitoes were exposed to the specified
doses recommended by WHO.
WHO Impregnated test papers (DDT 4%,
Fenitrothion 1.0%, Malathion 5% and Deltamethrin
0.05%) were used, with a 1-hour exposure period. Water
soaked cotton plug was was placed on top of the holding
tube during the 24-h holding period, care was taken
that water does not drip down the tube. After the one
hour exposure and 24 holding period mortalities were
calculated. Appropriate controls were run in all cases.
Normally there were no mortalities in the controls during
conducting the test. The percentage of mortalities was
calculated and used to establish the status of susceptible
/resistant status of the An. stephensi. Interpretations of
mortalityof mortality data fordata for determination of
susceptibility status wasstatus was made according to
the criteria set by World Health Organization(8).
Anopheles stephensi
was exposed one
chlorinated hydrocarbon (DDT 4%), two organophosphates
(Fenitrothion 1.0%, Malathion 5%), two pyrethroids
(Deltamethrin 0.05% Lambdacyhalothrin 0.05%). The
percentage mortalities were observed in various locality
of each district.
As shown in (Table 1) An. stephensi was found
resistance against DDT, Deltamethrin, Fenitrothion, and
Malathion with mortalities ranges from (27-36%), (8589%), (76-82%), (73-78%) respectively.
Table1: Summary of results of susceptibility/resistance tests
done on An. stephensi, with DDT4%, Deltamethrin 0.05%,
Fenitrothion 1.0% and Malathion 5% at different localities of
district Bahawalpur.
Deltamethrin
0.05%
Mortality %
Status
No ♀ tested
Mortality %
Status
No ♀ tested
Mortality %
Status
86
R
102
81
R
104
73
R
LS 104 36 R
102
85
R
100
76
R
102
78
R
HP 103 40 R
102
86
R
102
80
R
102
76
R
Yz 106 36 R
104
89
R
103
82
R
100
75
R
Status
References
1.
2.
3.
4.
5.
103
Mortality %
It can be concluded that in view of the present status
of resistance in disease vectors, development and
implementation of comparatively newer strategies, for
vector pest management specially the integrated vector
management (IVM), need to be implemented in the light of
information generated by this study. In order to manage,
prevent or slowing down the development of resistance
to the presently used effective insecticides, a strategic
approach for judicious use of pesticides is essential. This
approach requires efficient and regular monitoring of
susceptibility status of disease vectors, as an important
component of IVM. Unfortunately pesticides resistance
monitoring and surveillance is extremely inadequate in
the country. Resistance management policy and strategy
is not possible without strong evidence obtain from
monitoring and surveillance.
Malathion 5%
No ♀ tested
No ♀ tested
Fenitrothion 1.0%
HI 100 27 R
Locality
District
Bahawalpur
An. stephensi
Species
DDT 4%
Conclusion
χ2=3.269, df=3, χ2= 0.245, df=3, p= χ2=0.491, df=3, p=
p= 0.352
0 .970
.0921
6.
χ2 =1.174 df=3,
0.759
7.
8.
World Health Organization. World Malaria Report
2011.
World Health Organization. Roll Back Malaria in
Eastern Mediterranean Region Achievements,
challenges and the way forward. 2004: 5 (WHOEM/MAL/305/E).
World Health Organization. Technical discussion
on malaria elimination in Eastern Mediterranean
Region. Vision, requirements and strategic outline.
2008:1-2 (EM/RC55/Tech. Disc 2).
Sylvie C, Franck R, Souleymane D, Tofene
N, Francois XS, Daris B et al. An insight into
immunogenic salivary protein of Anopheles
gambiae in African children. Malaria Journal 2007;
6:75
Rathor HR. The role of vectors in emerging and
reemerging diseases in Eastern Mediterranean
Region. Eastern Mediterranean Health Journal
1996; 2(1):61;67.
Aslam K. The Mosquitoes of Pakistan A check list
Mosq. Syst. Newsletter 1971; 3(4):147-159
Rathor HR, Toqir G, Rashid S, Mujtaba and
Nasir SM. Insecticide resistance in anopheline
mosquitoes of Punjab Province, Pakistan. Pak. J.
Zool. 1985; 17 (1): 35-49
World Health Organization. Test procedures for
insecticide resistance monitoring in malaria vector
mosquitoes 2013. ISBN 978 92 4 150515 4
HI: Head Islam, LS: Lal Sohnra, HP: Head Punjnud, Yz: Yazman
S= Susceptible if 98-100% observed mortality, ? = 90-97 % observed mortality
suggests the possibility of resistance that needs to be further confirmed, R=
Resistant if < 90% observed morzztality. Level of Significance p<0.05; nonsignificance p>0.05, df= Degree of freedom, χ2= Chi Square Value
45
ISSN: 2225-0891
E-ISSN: 2226-7018
Vol. 3, No. 4 (December) 2013
CONTENTS
Letter from Executive Editor ................................................................................................................................1
Original Articles
A Public Health Nutritional Assessment of Elderly in Islamabad: A mixed method Study
Ahmad AMR, Ronis KA...........................................................................................................................................2
Birth preparedness among the antenatal clients of public and private hospitals of Bahawalpur, Pakistan
Mahar B, Bahalkani HA, Shafat S ...........................................................................................................................6
Knowledge, Attitude and Practice of Crimean-Congo Hemorrhagic Fever among Rural Population of
Baluchistan, Pakistan
Ali Z, Kumar R, Ahmed J, Ghaffar A, Mureed S .....................................................................................................11
Susceptibility/Resistance status of Selected Insecticides in Anopheles Mosquitoes of District Gujrat,
Punjab, Pakistan
Nazir F, Rathor HR, Khan IA, Hassan SA................................................................................................................15
Still how far to reach: Situational analysis of Emergency obstetric care facilities in Tharparkar, a far
reached district of Pakistan
Maheshwari BK, Khan SA, Sahu E, Memon A, Maheshwari M, Dewani JR ...........................................................20
Predictive Mathematical Modeling and Statistical Analysis for Bacterial Inactivation Using Microwave
Treatment
Sana A, Mah-laka, Hamidani S, Bokhari H ..............................................................................................................27
Review Articles
Contextual determinants of Skilled Birth Attendant utilization: An In-depth Analysis of Pakistan
Demographic Household Survey
Sarfraz M, Yaqoob A, Hamid S ................................................................................................................................31
Measuring cognitive potential of children in Pakistan: building up a case
Gilani I, Sikander S ..................................................................................................................................................39
Short Communications
Insecticide Susceptibility/Resistance Status of Anopheles Mosquitoes in District Bahawalpur, Punjab
Pakistan: An Entomological Survey
Mehmood K, Rathor HR, khan IA, Hassan SA, Faridi TA .......................................................................................44