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Volume 38
37
Number 1
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ISSN: 0254-8704 (Print)
ISSN: 2394-0379 (Online)
CODEN: JEBIDP
January 2017
Environmental performance as one of the
indicators of sustainable development
in Asia
Slavomír Bucher
ePRINT
Triveni Enterprises
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2/12/2017
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Original Research
Journal of Environmental Biology
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ISSN: 0254-8704 (Print)
ISSN: 2394-0379 (Online)
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Environmental performance as one of
the indicators of sustainable
development in Asia
Authors Info
Slavomír Bucher*
Institute of Geography,
Faculty of Science,
Pavol Jozef Šafárik University in
Košice, Jesenná 5, 040 01 Košice,
Slovakia
Abstract
Aim : The present study examined the correlation between the achieved environmental health and
ecosystem vitality measured by Environmental Performance Index and factors, represented as
independent variables – Health Index, Environmental Sustainability, Innovations and Human Development
Index in Asia. Selecting appropriate indicators and methodology for arriving at the acceptable
environmental quality of life, which quantify the impacts of environmental degradation on well-being,
including impacts on health, access to natural resources, and losses caused by natural disasters is a
subject of much debate and research.
Methodology : Association between independent variables and Environmental Performance Index were
assessed using Pearson correlation and regression models. Descriptive statistics were used in order to
hierarchical classification of countries in the sample based on their competitiveness score on nine issue
categories, each of which fit under one of two overarching objectives.
*Corresponding Author Email :
slavobucher@yahoo.com
Key words
Ecosystem vitality,
Environmental health,
Human development index,
Performance index
Publication Info
Paper received : 25.11.2015
Revised received : 14.02.2016
Re-revised received : 14.03.2016
Accepted : 06.06.2016
© Triveni Enterprises, Lucknow (India)
Results : Although significant positive correlations were found between the selected independent
variables such as Health index, Environmental Sustainability, Innovation, Human Development Index and
two sub-indexes of Environmental Performance. High correlation between Environmental Performance
and Human Development Index suggested that the analyzed countries should improve environmental
health and ecosystem vitality to improve the overall long-term sustainable development. In other words,
improvement in the partial competitiveness of a country empowers growth in its long-term environmental
competitiveness.
Interpretation : It is important to point out that incensement of Environmental Performance Index
significantly contributes to the Human Development. In order to create sustainable and efficient green
environment essential for human health that would result in desired ecosystem vitality and environmental
health outcomes, there has to be cooperation between the environmental sector and others sectors in a
country. The outcomes of the present research strongly highlight that high-developed Asian countries
demonstrate commendable achievement regarding most effective indicators of environmental
sustainability and development.
ENVIRONMENTAL PERFORMANCE INDEX
Water
Resources
Climate and
Energy
Agriculture
Ecosystem
Vitality
Biodiversity
and Habitat
Forests
Fisheries
Healthy
Impacts
Environmental
Health
Air
Water and
Quality
Sanitation
Journal of Environmental Biology January 2017 Vol. 38
67-74
68
S. Bucher
Introduction
Climate change and its impact on ecosystems is one of
st
the main problem of 21 century (Lagidze et al., 2015). Hsu et al.
(2014) considered factors that can explain differences in
performance on these issues. Authors measured environmental
degradation by five policy categories related to objectives in the
Millennium Development Goal 7: Water (Effects on Human
Health), Biodiversity and Habitat, Forestry, Fisheries, and Climate
Change and Energy. In this context, better focus on pollution
abatement, promotion of adherence to environmental standards,
natural resources conservation and embracing the 3Rs (reuse,
recycle, recover) / 4Rs (reuse, recycle, recover and
remanufacture) will lead to efficient and balanced utilization of the
country's resources.
The concept of environmental performance is similar in
the definitions of scientific disciplines particularly in those
focusing on ecological and biological measures. Likewise,
research conducted by Blanc et al. (2008), indicated that
Environmental Performance Index determined the adverse
impact of driving forces on the environment, and the expected
pressure effect on the natural state of the accessible resources,
which cause harmful effects on environment. Similarly, Volpe et
al. (2013) emphasized the concept mentioned above and asserts
that a sustainable development of resource enterprises, a
suitable environmental performance system should be
developed based on internationally widely recognized standards,
given some principles. Costantini and Monni (2008) also
mentioned the quoted characteristics of specialization in the
construction of composite environmental policy indicators.
Authors illustrate this issue of undesirable specialization in DEAbased evaluations, compares the Environmental Performance
Index (EPI) as computed by the upbeat and pessimistic version of
DEA-model as proposed by Rogge (2012).
Synthetic understanding of the Environmental
Performances content, particularly its interpretation become
most of all construction, which emanated from the understanding
of the interactions between the elements and their synergistic
effect. The need to identify the environmental impact caused by
environmental and human activities has induced a constant
search for robust and efficient tools that provide useful
information for the design of public policies aiming to optimize
citizens' quality of life (Moldan et al., 2012). Systematic approach;
contributed the most to the correctness and exactness in
cognition of the environmental performance issue. The
environmental sustainability presenting in this sense represents
the ability to maintain the factors such as a substrate, water, air,
soil, vegetation, animal world, and by man-modified or created
structures not to mention practices that contribute to the quality of
environment landscape on a long-term basis.
Spatial knowledge of these individual elements,
especially with ecological and human issues of the landscape
Journal of Environmental Biology, January 2017
significantly contributed to the complexity understanding of the
environmental sustainability contents (Okurut, 2015).
Ecologists and social scientists have attempted to explain
trends among the states for various indices of Environmental
Performance based primarily on Environmental Health,
Ecosystem Vitality and different indices of environmental
performance, with varying results (Negiz et al., 2015; Urbanc et
al., 2014; Lou et al., 2014).
The primary objective of the research was to analyze key
determining factors of Environmental Health and Ecosystem
Vitality that construct Environmental Performance Index.
Therefore, particular factors of environmental performance
competitiveness could be especially relevant for understanding
the drivers of environmental development in different countries.
Considering the impact of natural resources exhaustion and
continuous contamination on many sectors of economy, the
Environmental Health and Ecosystem Vitality were emerged to
identify the endeavor created by states to suspend degradation of
the environment.
Materials and Methods
The paper validates selected indicators and methodology
for quantitative evaluation of environmental performance help
gauge progress towards ecological issues and environmental
sustainability of Asian countries. There are nine categories of
Environmental Performance Index. The nine policy categories
are as follows: (A1) Health Impacts; (A2) Air Quality; (A3) Water
and Sanitation; (B1) Water Resources; (B2) Agriculture; (B3)
Forests; (B4) Fisheries; (B5) Biodiversity and Habitat and (B6)
Climate & Energy.The EPI measures two core objectives of
environmental policy: (A) Environmental Health, which measures
environmental stresses to human health; and (B) Ecosystem
Vitality, which measures ecosystem health and natural resources
management (Fig. 1).
Additional independent variables were comprised in the statistic
model:
Health index (HDR 2013): life expectancy at birth expressed as
an index using a minimum value of 20 years and the maximum
value of 85 years.
Environmental sustainability (TTCI 2014): One of the pillars of
Travel and Tourism Competitiveness Index is crucial for ensuring
that a country will continue to be an attractive destination in the
future.
Innovation (GCI 2014-2015): Is the twelfth pillar of Global
Competitiveness Index and can emerge from new technological
and non-technological knowledge. Technical knowledge leads to
new and more stable quality of life and environmental
sustainability globally.
69
Environmental performance indicators of sustainable development
Independent Variables - Factors
Health index (HDR 2013)
Ranking - Asian countries (45)
1. Japan
2. Singapore
3. Israel
(A) Environmental Health
Ranking - Asian countries (45)
1. Singapore
2. Japan
3. Israel
Environmental sustainability
(TTCI 2014)
Ranking - Asian countries (45)
1. United Arab Emirates
2. Japan
3. Singapore
Innovation (GCI 2014-2015)
Ranking - Asian countries (45)
1. Israel
2. Japan
3. Singapore
(A+B) Environmental
Performance Index 2014
Ranking - Asian countries (45)
1. Singapore
2. United Arab Emirates
3. Japan
Human Development Index
(2013)
Ranking - Asian countries (45)
1. Singapore
2. Taiwan
3. South Korea
(B) Ecosystem Vitality
Ranking - Asian countries (45)
1. Singapore
2. United Arab Emirates
3. Japan
(A1) Healthy Impacts
(B1) Water Resources
(A2) Air Quality
(B2) Agriculture
(A3) Water and Sanitation
(B3) Forests
(B4) Fisheries
(B5) Biodiversity and Habitat
(B6) Climate and Energy
Fig. 1 : Hierarchy structure for the Environmental Performance Index 2014 and independent variables – factors Source: Hsu et al. (2014) and Author's research
Human development index (2013): Created to emphasize that
people and their capabilities should be the ultimate criteria for
assessing the sustainable environment of a country, not
economic growth alone.
The United Nations Development Programme (UNDP)
published the most recent human and environmental
development indices for 187 nations in 2014 including Human
Development Index (Hotez et al., 2015).
The presented paper is based on the data published by
the Yale Center for the Environmental Law & Policy, Yale
University and the Center for International Earth Science
Information Network, Columbia University, in cooperation with
World Economic Forum in Geneva.
Explore national differences, the study of environmental
performance was analyzed at the level of countries. To
characterize Environmental Performance and sustainable
development, the study area collected useful data for 45 Asian
countries. There was no available data for North Korea.
To describe the association between chosen variables,
two statistical methods were used – linear regression analysis
and Pearson and Spearman correlations. The statistical analysis
consisted of simple regression model to sense a problem and
help set effective actions. Simultaneously, the analysis of the
Environmental Performance of Asian countries according to
selected variables allows identifying the strengths and
weaknesses of each country. The impact of this change on the
EPI variables can be implemented into the environmental agenda
and strategies of each country. Analyzes were made using
Statgraphics Centurion version XVI, SPSS version 22.0 and
MapInfo version 11.0.
The limitation of this research based on published
datasets from different sources, a short period of observations as
well as not including other indicators that represent sustainable
environmental development in the presented model.
Results and Discussion
The spatial distribution of development of
environmental health in Asia shows that there were significant
inequalities between selected high-income countries located in
the Arab Peninsula, East Asia on one side and low-income
Journal of Environmental Biology, January 2017
70
S. Bucher
Min. < Xi < Q1
Q1 < Xi < M
M < Xi < Q3
Q3 < Xi < Max
Fig. 2 : Environmental Health Index in Asia (year 2014); Source: Author's research
Table 1 : Basic statistics of environmental performance Indicators for the Asia in the year 2014
Indicators
Min.
Max.
Q1
Q3
Range
Variance
Std. Deviation
A 1 Health Impacts
A 2 Air Quality
A 3 Water and Sanitation
A 1-3 Environmental Health
B 1 Water Resources
B 2 Agriculture
B 3 Forests
B 4 Fisheries
B 5 Biodiversity and Habitat
B 6 Climate and Energy
B 1-6 Ecosystem Vitality
A+B Environmental Performance Index
33.8
13.8
7.7
30.4
0.0
12.0
0.0
0.0
0.0
21.6
12.9
21.6
100.0
98.3
100.0
99.4
99.7
96.0
84.1
62.4
100.0
86.9
70.0
81.8
56.8
62.3
30.7
46.8
0.08
50.0
23.2
0.0
23.5
38.2
29.3
39.3
89.7
85.6
79.8
82.5
40.1
92.0
53.8
22.3
73.4
51.0
47.0
60.5
66.2
85.5
92.3
69.0
99.7
84.0
84.1
62.4
100.0
65.2
57.1
60.2
360.1
540.0
802.8
397.2
849.4
589.5
810.0
201.3
932.8
190.1
165.2
189.6
19.0
23.24
28.33
19.93
29.14
24.28
28.46
14.20
30.54
13.80
12.85
13.77
Source: Author’s research
countries in South Asia on the other side (Fig. 2). Moreover,
Table 1 shows a comparison of environmental health indicators
for quartile 1 (with the lowest value) and quartile 4 (with the
highest value).
The highest values of the improved environmental health
in the evaluated countries were Singapore (99.44%), Japan
Journal of Environmental Biology, January 2017
(94.66%), Israel (92.57%) and Taiwan (90.44%). These countries
reached an admirable overall Environmental Health score;
because of exceptional conditions of past and current
investments in supporting human health, including availability
and access to public health infrastructure, as well as low level of
indoor and outdoor air pollution and high access to clean water
and sanitation (Table 1 and Table2).
71
Environmental performance indicators of sustainable development
Table 2 : Ranking of the top 3 and bottom 3 Asian countries according to World Score of Environmental Performance Index
Ranking/Indicators
Environmental Ecosystem Environmental Factor 1–
Factor 2–
Factor 3–
health (A)
vitality (B) performance
Health index Environmental Innovation
index (A+B)
sustainability
Factor 4 – Human
development index
1 Singapore
2 United Arab Emirates
3 Japan
41 INDIA
43 Myanmar
44 Bangladesh
45 Afghanistan
99.4
88.3
94.7
33.2
41.4
30.4
34.6
0.90
0.83
0.89
0.59
0.52
0.56
0.47
70.0
62.6
57.5
29.9
18.1
22.4
12.9
81.8
72.9
72.4
31.2
27.4
25.6
21.6
0.96
0.84
0.98
0.71
0.70
0.78
0.63
4.34
4.41
4.36
2.95
3.61
3.05
2.51
5.21
4.42
5.52
3.53
2.31
2.63
2.51
Source: Author’s research
Table 3 : Correlations between Health Index (HDR 2013), Environmental Sustainability (TTCI 2014), Innovation (GCI 2014-2015), Human Development
Index (HDI 2013) and Environmental Health and Ecosystem Vitality Sub-indexes of EPI 2014 (Pearson correlations)
Indicators
EH
A 1-3 Environmental Health (EH)
B 1-6 Ecosystem Vitality (EV)
A+B Environmental Performance Index (EPI)
Factor 1 – Health Index (HDR 2013)
Factor 2 – Environmental sustainability (TTCI 2014)
Factor 3 – Innovation (GCI 2014-2015)
EV
.542
.882**
.764**
.670**
.676**
EPI
Factor 1
Factor 2
Factor 4 (HDI 2013)
.549**
.926**
.671**
.912**
.836**
.677**
.774**
**
.874**
.625**
.550**
632**
.792**
.696**
.745**
.592**
.732**
Source: Author’s research
**Correlation is significant at the 0.01 level (two-tailed), *Correlation is significant at the 0.05 level (two-tailed)
With this in mind low developed public and social
services, health care system, including high level of social and
environmental inequality in societies, lack of access to clean and
drinkable water, air pollution, was found in low-income Asian
countries such as Bangladesh (30.42%), Nepal (31.67%), India
(33.19%), and Laos (34.49%). What's more poorly-performing
countries did not make necessary investments to curtail
environmental pollutants, provide adequate water and sanitation
to their inhabitants, or build effective health care systems, yet
research conducted by Hsu et al. (2014) shows that diarrhea,
lower respiratory tract infections, and other preventable disease
were associated with water and air pollution.
Spatial distribution of Ecosystem Vitality in Asia was
rather varying with significant divergences between the states
(Table 1). The best outcomes, i.e., the highest values of the
Ecosystem Vitality of the evaluated countries were found in
Singapore (70.01%), United Arab Emirates (62.64%), Japan
(57.48%) as well as Kuwait (54.59%). These high developed
Asian countries, perform the best in the Ecosystem Vitality
categories. Overall, these countries achieved the best marks
across a whole spectrum of environmental indicators – such as air
pollution, climate change and fishery policy. On the contrary, the
lowest values for this sub-index was noted in Afghanistan
(12.87%), Iraq (16.98%), Myanmar (Burma) (18.14%) and Yemen
(18.97%) among the others. Information on the quality and
quantity of industrial wastewater and black-water with additional
chemical contaminants, using a high amount of pesticides,
overexploitation of resources such as water and soil nutrients,
intensification the process of deforestation areas greater than fifty
percent tree cover and degradation of biodiversity and habitat.
However, improvement of biodiversity and habitat enhance
prevention and sustainability of Land use and microclimate
changes, decrease the probability of invasive species, and
uncover overexploitation of remain environment.
Environmental Performance Index scores vary widely
across Asian countries and so do their trends over time. The mean
of Environmental Performance Index in the Asia was 49.29% in
the year 2014; ranging from 21.57% for Afghanistan to 81.78% for
Singapore (Table 1 and Fig. 4).
Following the empirical part of the research, the
correlation matrix was generated that enables to test for a
statistical relationship between four factors and nine
Environmental Performance variables (Table 3). There was
evidence of relatively high correlation and concordance among
the composite selected indicators. The results of Pearson
Journal of Environmental Biology, January 2017
72
S. Bucher
Fig. 3 (A, B, C, D) : Scatters charts comparing Environmental Performance Index with selected environmental and social indicators in Asia;
Source: Author's research
correlation is givenin Table 3, which pointed out the relationship
between the selected independent variables such as Health
Index, Environmental Sustainability, Innovation, Human
Development Index and two sub-indexes of Environmental
Performance – Environmental Health and Ecosystem Vitality.
The parametric estimates of multiple linear structural
relations between elected countries common factors scores
extracted by PCA as an explanatory variable and “Environmental
Performance Index” as dependent variable are present in Table 4
and Fig. 3. Furthermore, results showed that the Environmental
Performance Index has positive and significant at 1 % level
association with factor-1 and significant at 1 % level association
with factor-4 according to standardized coefficient Beta. Zeroorder correlation also showed that the factor-1had .792 and
factor-4 had .912 active relationship with Environmental
Journal of Environmental Biology, January 2017
Performance Index in the evaluated Asian countries.
Considering the above information, a good linear
regression model was constructed between the response
variable of Environmental Performance Index and independent
variables (Health Index, Environmental Sustainability, Innovation,
and Human Development Index). According to that model, Rsquare, the percent of the Environmental Performance Index,
explained by four factors was .848. This means that four
independent model explained 84.8 % of the variance.
In ANOVA test, the significance of F value was below .05,
it confirmed that the model was significant. Information regarding
model coefficients, B, and Beta, as well as the constant, are also
presented in Table 4. Other important values mentioned are the
value of Beta, the standardized regression coefficient, and the
73
Environmental performance indicators of sustainable development
Fig. 4: Environmental Performance Index in Asia (year 2014); Source: Author's research
Table 4 : Environmental Performance Index in relation to Environmental, Health and Human development factors
Model
(Constant)
Factor 1 – Health Index (HDR 2013)
Factor 2 – Environmental sustainability (TTCI 2014)
Factor 3 – Innovation (GCI 2014-2015)
Factor 4 – Human Development Index (2013)
Unstandardized
coefficients
Standardized t
coefficients
B
Std. Error Beta
-36.638
10.689
4.056
1.188
82.633
9.962
19.110
2.479
1.571
15.695
0.065
0.138
0.076
0.706
Sig.
Correlations
Zero order Partial Part
-3.678
0.559
1.636
0.756
5.265
0.001
0.579
0.110
0.454
0.000
0.792
0.696
0.745
0.912
0.088
0.250
0.119
0.640
0.035
0.101
0.047
0.325
Source: Author’s research; a. Dependent variable: Environmental Performance Index, R2= 0.848, Adjusted R2= 0.832, DW= 2.114 F= 55.655
levels of significance of the t-test that showed a significant Beta
coefficient, as well as a significant constant.
About the selected variables, it is recognizable, that richer
Asian countries tend to have a better Environmental Performance
and population growth, and density are the factors that increase
the driving force, which reduces the environmental inequality of
the countries(Fig. 3 and Fig.4).
High correlation between Environmental Performance
and Human Development Index suggests that the analyzed
countries should improve Environmental Health and Ecosystem
Vitality to increase the overall long-term sustainable
development. The Environmental Performance Index clearly
demonstrates that the crucial to winning the competitive race in
the sustainable environment are improvement and investment in
the future: infrastructure (sanitation, water, and electricity
facilities), healthcare and education. In other words, improvement
in the partial competitiveness of a country empowers growth in its
long-term competitiveness. It is important to point out that
incensement of Environmental Performance significantly
contributes to the Human Development.
Journal of Environmental Biology, January 2017
74
Less developed countries, as measured by Human
Development Index, are likely to have more severe
environmental issues caused by degradation of Air Quality, Water
Resources, Agriculture, as well as Biodiversity and Habitat. The
findings of the present study suggest a need to pay attention to
the environmental control in less developed Asian countries
where lower socioeconomic status might have accelerated the
Environmental Health and Ecosystem Vitality degradation more
rapidly.
Transparency with which the Environmental
Performance Index is constructed and the open nature of the
underlying data make the indicator a starting point for countries to
take further action. Ideally, these actions would involve
development of better measurement and monitoring systems to
improve environmental data collection; creation of policies to
address particularly weak areas; communication and reporting of
national-level data and statistics to international agencies such as
the United Nations and delineation of sub-national metrics and
targets for improved environmental performance.
Various ecological studies have presented different
approaches and types of indicators developed which are used for
the assessment of environmental sustainability (Michaeli,
Ivanova and Koco, 2015; Legros et al., 2011; Ozkan, 2009).
Many such rankings exist, such as Well-Being Index,
Living Planet Index, Human Development Index, Genuine Savings
Index, Environmental Sustainability Index, Ecological Footprint,
and the City Development Index (Ekins, 2011). The available
indicators mostly succeed at measuring unsustainable trends that
can be targeted by management action, but fall short of defining or
ensuring sustainability (Dahl, 2012). However, neither science nor
practitioners have provided major support developing reliable as
well as innovative new method for indicator assessment from the
perspective of their relevance (Hak et al., 2012).
Environmental sustainability is crucial to preserve
ecosystem services essential for human well-being. Presented
study provides country-specific environmental impact ranks –
based on Environmental Performance Index, Health Index,
Environmental Sustainability, Innovation and Human
Development Index. So, this study demonstrates that
Environmental Performance Index is a simple and robust tool to
assess and encourage environmental protection in lessdeveloped countries especially those in Asia. There is also a
requirement to identify key indicators and focus the priority areas
where appropriate policies, programs, and measures would have
the most efficient impact on the overall positioning of the country
in terms of environmental friendly practices and sustainable
development.
Journal of Environmental Biology, January 2017
S. Bucher
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