Available online at www.sciencedirect.com
ScienceDirect
Procedia Computer Science 00 (2019) 000–000
www.elsevier.com/locate/procedia
CENTERIS - International Conference on ENTERprise Information Systems / ProjMAN International Conference on Project MANagement / HCist - International Conference on Health
and Social Care Information Systems and Technologies
Public Health on Instagram: an analysis of health promotion
strategies of Portugal and Brazil
Pâmela Araujo Pintoa, Maria João Lopes Antunesa, Ana Margarida Pisco Almeidaa*
a
DigiMedia/Department of Communication and Art/University of Aveiro, Aveiro, Portugal
Abstract
Despite the increasing use of social media in Health Promotion (HP) and Public Health, studies indicate that health
entities have difficulties guaranteeing citizens' participation in these platforms. This exploratory study analyzed the
topics covered and the interactions with followers on the Instagram profiles of both the National Health Service (NHS)
from Portugal and of the Ministry of Health (MH) from Brazil, in 2019. The sample showed that nationals HP agendas
compete with political topics: of the 208 posts from the NHS, 19.2% were about the government, and of the 424 posts
from the MH, 32.20% were institutional. Fifty-three health topics were mapped in the NHS profile and 63 in the MH
profile. In Portugal, there wasn’t interaction with followers and in Brazil, the MH interaction was reduced. It is
necessary to refine communication strategies to increase the reach of these profiles and encourage social participation.
© 2019 The Authors. Published by Elsevier B.V.
This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Peer-review under responsibility of the scientific committee of the CENTERIS - International Conference on ENTERprise
Information Systems / ProjMAN – International Conference on Project MANagement / HCist - International Conference on Health
and Social Care Information Systems and Technologies
Keywords: Health promotion; Social media; Public health; Instagram; Institutional Communication.
*
Corresponding author. Tel.: +351-913568694;
E-mail address: pinpamela@gmail.com
1877-0509 © 2019 The Authors. Published by Elsevier B.V.
This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Peer-review under responsibility of the scientific committee of the CENTERIS - International Conference on ENTERprise Information Systems /
ProjMAN – International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information
Systems and Technologies
2
Author name / Procedia Computer Science 00 (2019) 000–000
1. Theorical Framework
In 2011, the World Health Organization (WHO) created an Instagram (IG) profile and started posting health content.
This initiative was followed by the Pan American Health Organization (2012) and WHO Europe (2015), among other
authorities. Since then, these three institutions have produced more than 5,000 posts and gather around 2.6 million
followers - Feb. 2020 - disseminating visually rich public health messages that contribute to informing the general
public. These messages are particularly helpful during public health crises, like natural disasters (1,2). One month after
the announcement of COVID-19 pandemic, the number of followers increased to 5,1 million (Apr. 2020) – WHO had
2.6 million new followers in 45 days (Mar. 1st to Apr. 18). This illustrates how social media (SM) can extend the reach
of health promotion (HP) on public health strategies (1,3–6). Despite the increased use of this strategy, studies indicate
that health entities have difficulty guaranteeing a participatory perspective in the relationship with citizens in SM. The
dialogue strategy, specific to the SM, is underestimated. Users' attention to public health issues is still low (7–12).
Promotion in the digital context, especially through SM, brought direct benefits as amplified access to health
information, in addition to enabling the formation of support networks between individuals and communities;
expanded the forms of communication between patients and health professionals; expanded teaching and learning
dynamics; enhanced the engagement in educational campaigns, with the use of direct and personalized channels (13–
15). The use of SM in HP should be valued for its potential to engage with audiences for enhanced communication
and improved capacity to promote programs, products, and services (16). This strategy can enable the creation of a
more direct connection with the stakeholders, through multimedia channels that can monitor real-time feedbacks on
contents and topics covered (7,17). But it also raised questions, especially those about data security, patient privacy,
content reliability, and the limited scope of information in countries with low connection (18).
Among the possibilities for interaction between public health actors and the population in SM, IG stands out. This
application mediates content through images (photos, videos, and infographics) on mobile devices. It has more than 1
billion active users since 2018 (19). IG was created in 2010 and attracts a predominantly young audience - 41% of
users are up to 24 years old (20). It is a relevant platform for analyzing HP actions, as it enhances the dissemination
of content through images; being used by citizens for purposes of information/education and support/motivation on
health issues (7,9,10,13,14). It is also used as an institutional channel for health entities, non-governmental
organizations, and companies and has a set of tools1 that allows the sharing of content with other SM; it works with
an emphasis on user preferences, through the criteria of the algorithms. The predominance of its use in urban areas
and the low adhesion of senior users are considered limitations of this platform within the scope of HP.
Instagram's structure is based on the customization of content by algorithms. This fact limits the possibilities for
users to interact with multiple subjects and simultaneously allows them to explore topics of interest. The user has an
active role in building ties in SM by sharing images (in the feed, stories, Instagram TV (IGTV) or direct message),
when interacting with peers (through likes, (un)follow/profiles, comments, mentions of profiles or using hashtags) and
when doing active searches in the use and exploration (by images, profiles, hashtags, and locations). Through these
actions, users promote their content, establishing and maintaining social relationships (21). Bringing HP themes closer
to this logic can encourage users to take up public health issues.
This article aims to understand the HP strategies of the governments of Portugal and Brazil, in a digital medium,
through an exploratory study on IG profiles of the National Health Service (NHS) (@sns_pt) and Ministry of Health
(MH) (@minsaude), in 2019. The two countries have similarities that spurred this comparison as they both state health
as a universal and free right and have a high connection rate: in Portugal, 79% are connected (22) and in Brazil 70%
(23) (2019). In both countries, there is increasing use of the application: there are about 72 million Brazilian users
(34.0% of the population) and 3.8 million Portuguese users (37.2% of the population) (2019). The respective HP
1
IG has 7 principal interaction's resources: a) Feed - main page on which users post content and view topics of interest to those who follow or
suggested by algorithms; b) Stories - channels for displaying images for 24 hours. These can be saved by themes and kept on the profile page in
the story highlights; c) Direct - space for exchanging messages (text and images) individually or with groups until 6 people; d) Instagram TV/IGTV
- showing videos over 1 minute or live; e) Purchases - present in commercial profiles that direct to websites; d) Search and Explore - channel to
search for themes or profiles with a set of dynamic suggestions determined by themes of interest to the user; e) profile home page with information
about users’, photos, and story highlights. The content posted by the user can be shared by friends and other people, if the profile is public.
policies have similar priority themes. They approach health from a preventive perspective, based on primary care. This
reinforces the need for information and encourages social participation.
2. Methodology
This research is an exploratory study, based on the collection of the following data: a) literature review; b)
monitoring the publications of the profiles @sns_pt and @minsaude, and c) monitoring the interactions with users
(3,6,24,25). Texts on HP in SM and both national legislation of HP was used (26,27). The profiles were observed
regarding the content posted, the interaction with users, and the use of the tools available on IG (feed, story, highlights,
and IGTV). The sample consisted of publications posted in March, April, September, and November of 2019. The
profiles were monitored in December, with data extraction using the Instabro (28) - collecting data like image, caption,
date of publication, type (photo/video), views, likes, and comments. These data were inserted in a spreadsheet, to
which were added the HP themes; hashtags; markings (from other people in official profile posts), and partnership
(direct quote from another entity in the post). The analysis of interactions, through the comments of followers and the
responses of health entities to these contents, was made directly in the posts, as they were only available on IG. The
sample constituted 632 posts published in 121 days. They were analyzed quantitatively and qualitatively. The type of
content and the interaction indicators were mapped. The topics covered were ranked and compared.
3. Results and Discussion
The analysis of the content posted on the NHS and MH profiles on IG shows that these agencies partially follow the
agenda of topics considered a priority in the National Health Plan (NHP) of Portugal, created in 2004, and the National
Health Promotion Policy (NHPP), created in Brazil, in 2006. The 2015 NHP targets a 20.0% reduction in the under70 mortality rate and a 30.0% increase in healthy life expectancy at age 65. It seeks to reduce risk factors related to
non-communicable diseases, exposure to smoking, and childhood obesity. In 2017, the NHPP identified the following
axes: the permanent education of professionals; healthy eating; physical activity, smoking control, prevention of
alcohol/drug abuse; prevention of traffic accidents; preventing violence and encouraging a culture of peace; promoting
sustainable development. Table 1 recapitulated the main strategies adopted by analyzed profiles.
Table 1. Synthesis of Strategies of NHS and MH on IG
Strategies
Content
NHS (208 posts)
Highlighted institutional themes (19.2% of the sample)
and adopted the WHO agenda to HP;
MH (424 posts)
The main theme of sample: Healthy eating;
Highlighted institutional themes (32.3% of the sample) and adopted
the WHO agenda to HP;
The main theme of sample: Flu vaccine;
91.0% (posts) and 9.0% (videos);
70.0% (posts) and 30% (videos);
The captions were summarized, and did not direct to
links with more information;
The captions were long and offered a link for further lecture;
Interaction
Without dialogue with followers;
Little answers to the comments of followers
Image
Post with texts, without people - little variety of profiles
among the people represented (gender, race, age, social
class, and rural/urban environment).
Posts with people and places – the same little variety of profiles
among the people represented.
3.1 National Health Service (NHS)
The @sns_pt profile sums 50.7 thousand followers and values posts with cards (Dec. 2019). It does not use IGTV
and, at the time of the research, it had an only one-story highlight. His sample brought 208 posts. There were 73,791
likes, 29,216 views, and 561 comments. There was no answer to questions, asked in the comments, in the sense of
dialoguing with the NHS. There was a lack of planning in the NHS communication on this medium: in March and
April the posts were published within seconds - this content could be better distributed throughout the day, according
to the time of the followers' most attention; the lack of profile dialogue with people left important questions
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Author name / Procedia Computer Science 00 (2019) 000–000
unanswered; the presence of images with excessive text was recurrent, which made reading difficult; the text of the
captions was summarized, and did not direct to links with more information; the hashtags do not generate a markup
of the content for easy search in the network. The partnerships to promote themes were internal: only institutional
actors gained visibility such as INEM, emergency service of NHS.
Fig. 1 lists the themes published in the @sns_pt profile, of which 53 were about HP.
Fig. 1. (a) @sns_pt post themes
Healthy eating was the main theme prioritized by NHS profile, with posts in every month of the sample, showing
consistency with the need to educate the population to combat obesity. The incidence of obese adults is higher than
the average across the European Union (EU), reaching 15.4% in 2017; overweight also grows among teenagers (29).
Themes that represent the biggest causes of mortality in the country have been neglected. There was a post on stroke
(the main cause of mortality in the country) and one on World Heart Day (ischemic heart disease, the second cause of
death). Diabetes was mentioned directly in just 3 posts. Cancer was mentioned in only one post. Smoking and
excessive alcohol consumption, behaviors identified as risky, were the subjects of 1 post, each. The topic of blood
donation was used very frequently every month, but generically - only 1 post was addressed to women as potential
donors. The topic Forest Fire was valued in September, the period with the highest incidence of this type of occurrence.
The profile joined the government campaign #PortugalChama, to raise awareness about the risk of fires. The most
visible post was about violence against the elderly (1,477 likes). The WHO themes agenda for causes was also used
in single posts, adding up to 7.6% of the sample, highlighting the valorization of categories of health professionals.
Monitoring user interactions revealed that none of the comments and questions from NHS followers on IG were
answered by the communication team. Critical comments to the post were highlighted. Table 2 exemplifies each type.
Table 2. Types of user comments on @sns_pt
Topic of Post
Comments
World Diabetes Day
Critical - “Dear NHS, can diabetes be prevented? Are we going to make a statement like this
as if there were no different types of diabetes? I am a type 1 diabetic and my habits or eating
habits were not the cause of my illness...”
Complaint – “I already tried in my health post and it came to naught. He told me that the
system doesn’t call, bullshit after bullshit, those who need it most are the old people and those
who have less access to the systems, many of the computers, others don’t know how to deal
thereby”.
Scheduling online appointments at
the NHS
Card of the person with rare disease
Doubt – “How do you get? The family doctor does not know, the neurologist does not know
chronic pain does not know ... I think the information does not get where it should”.
40 years NHS
Compliment - “It is an important date but above all in honor of those who raised the SNS
AND fed it, LET'S FIGHT FOR HIM because he is dying. Let's have Hope and say NO
WHEN the NHS is wiped out.”
3.2 Ministry of Health (MH)
The @minsaude profile on IG had 689 thousand followers and explored all channels available: using cards (text
and images), videos, photos, stories, IGTV, and the story highlights. The sample with 424 posts added 1,003,665 likes
and 2,951,005 views, with an average of 3.5 posts per day. This content stimulated 24,819 comments, with 208
answers of MH. The images of the posts were easy to read and had good resolution; most of the texts were long and
offered a link for further lecture; hashtags delimited the content explored. The 135 profile markings made in the posts
cited members of the government, with an emphasis on the profiles of the minister and the president. Only two public
figures were used to promote content (Carnival/blood donation) in the feed. The posts content was divided into
institutional and HP, the latter saw 63 themes (Fig. 2).
Fig. 2. (a) @minsaude post themes
The vaccine was the main HP theme in the sample. It refers to the immunization against the flu highlighted in the
campaign #VacinaBrasil - created to expand the vaccine coverage of the flu (for seniors, children, pregnant, and people
with chronic diseases). Campaign content has been repeated several times over the months, with few changes. The
fight against Dengue and its vector (Aedes aegypt) was the second most cited theme. It was released throughout the
year, oscillating between posts with a low number of likes to the topic with a greater reach of the sample - a post about
the vaccine in development (30,780 likes). The messages were transmitted on weekends, to encourage actions to
combat possible mosquito focus. The agenda on Sexually Transmitted Infections (STDs) was concentrated during the
Carnival (Mar.) when it was posted 22 times (88.0% of the theme in the sample), half of which were videos. The HIV
prevention campaign brought a celebrity to promote the subject. Topics directly related to the main causes of mortality
in Brazil (ischemic and cerebrovascular heart disease) were mentioned in 6 posts, addressing hypertension and World
Heart Day. They were indirectly cited in posts about smoking and obesity. The healthy eating theme stood out for the
balance of approach and presence in the MH feed. It was cited every month and aimed at different audiences (children,
women, etc.), in addition to being associated with the prevention of diseases such as cancer and obesity. The theme
of cancer was used 8 times, based on the focus on prevention and dates on specific types of the disease highlighted by
WHO. Considering the demographic profile of the country, the approach to topics such as breastfeeding, the health of
the seniors and indigenous people is considered low - mentioned once, each. The emphasis on smoking and obesity
was disproportionate to the impact of this risky behavior and epidemic on health (30). Alcohol abuse was dealt with
in just 1 post. WHO health campaigns on awareness of causes were used in single posts (4.0% of the sample).
The monitoring of interactions with users revealed the greatest weakness of MH's communication work on IG. Of
24,000 comments, among which questions and criticisms predominated, only 208 responses were given. Many were
automatic messages replicated without listening to the issue. Four types of predominant comments were identified in
the sample: critical; compliment; doubt; a complaint about the National System of Health; friend tagging in the post.
In several comments, there were questions and criticisms relevant to the content conveyed, that were not answered by
the agency. Despite there being numerous occurrences of people tagging in the comments to read the MH post, the
agency made only 4 publications inviting users for interaction. The posts asked netizens to mark a person with the
content on the themes of maternity, vaccine, blood donation, and fake news. Table 3 shows a sample of the comment.
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Table 3. Types of user comments on @minsaude
Theme of Post
Comments
HIV Preventions
Critical – “I don't know if a campaign based on fear raises awareness. This type of campaign
has been used for a long time and shows that it does not contribute to full awareness. It is
necessary to re-evaluate the approach and be honest when presenting the information ”.
Tuberculosis Treatment
Complaint – “Many public hospitals in the region of Brasília and Goiás are short of drugs
against tuberculosis and overcrowding in hospitals has made it difficult to treat many
patients”.
Senior Health Handbook
Doubt –“ Where can I find @minsaude”
How to avoid Salmonella?
Compliment - “I loved the article and would really like you to post with sanitized dishes and
sinks after contact with eggs, chicken, etc”
In the item HP, 21 themes were the same in both profiles (see Table 4), of which 28.5% were dates published by
WHO. Each country devoted attention to HP themes, according to its epidemiological profile and needs. The emphasis
on vaccination and STDs was accentuated in Brazil and contrasts with the low visibility of topics such as the elderly
and Diabetes, highlighted in Portugal. The theme of healthy eating was highlighted in both profiles: it was the most
discussed topic in Portugal and the fourth in Brazil.
Table 4. Coincident themes of health promotion (HP)
Theme
Vaccine
STDs
Healthy eating
Physical Activity
Depression
Cancer
Women's Health
Smoking
Seniors
Children's Health
Patient Safety
Traffic
Autism (WHO)
Blood Donation
Diabetes
Trisomy 21 (WHO)
Oral Health
Nat. Day of Deaf (WHO)
World Sepsis day (WHO)
World Heart day (WHO)
Haemophilia (WHO)
Brazil
21,95%
8,71%
4,18%
3,48%
3,14%
2,79%
2,44%
2,09%
1,39%
1,39%
1,39%
1,05%
1,05%
0,70%
0,70%
0,70%
0,35%
0,35%
0,35%
0,35%
0,35%
Portugal
1,79%
1,19%
11,90%
3,57%
0,60%
0,60%
0,60%
1,19%
2,98%
2,98%
0,60%
1,79%
0,60%
11,90%
1,79%
0,60%
2,38%
0,60%
0,60%
0,60%
0,60%
The profiles approached the health theme from a prevention perspective. However, in some posts, there was an
imposing language. Listening to citizens and their participation in the respective channels was neglected in both
profiles, most significantly in @sns_pt. The lack of interaction with followers and the limited use of Instagram's
communication tools made this profile a repository of institutional content. Analysis of the profile of MH on Facebook
seems similar to this strategy. Studies (31,32) pointed out the lack of interaction with citizens through comments;
vertical communication and centered on the sender; highlighted institutional content. None research was found on the
use of IG by public health actors to assess the pattern registered between Portugal and Brazil occur in other contexts.
However, studies related to the use of Twitter by health organizations in the United States (33) and Australia (34)
found that profiles (state level in the USA and national level in Australia) disseminate health information more than
institutional content. Further studies will be needed to update this usage within the scope of IG.
4. Conclusion and future work
The HP strategies of the NHS and MH are similar: they both did not balance attention to priority issues in their HP
policies. The main differences between the actions of the two entities were: the quality of the content posted (with
attractive images, informative texts, and hashtags appropriate to the text); planning posts and using the tools available
in the application – in MH profile. From the sample of the content conveyed, it can be concluded that there is a need
to start a dialogue with the users and to carry out HP actions on IG. There is a need to refine communication strategies
to broaden the reach of profiles and encourage social participation. Suggestions of good practices are based on the
scenario identified in this research: reduction of institutional content and increase of questions related to the central
themes of HP in both countries; monitoring of profiles to generate data indicating strategies about their reach; use the
information given in the comments to improve ongoing communication strategies; answer to comments when there
are questions; the contents covered should be topics of interest to the citizens' routines; including digital influencers
in health actions targeting different segments of the public (35,36). NHS should improve the planning of posts content
and publication times. This includes producing more attractive texts and editing images to IG specifications (using
less text in the images); explore IG tools more, to offer more dynamics to the content served.
The main limitations of the research are related to the fact that the interaction with followers was only observed
through responses to comments. It was not possible to map dialogues between citizens and official profiles through
direct messages; it was also not possible to map the shares of NHS and MH posts by followers. Another issue concerns
the dynamic nature of the data, as the information on the two profiles is constantly changing: they are active SM. The
analysis corresponds to an assessment over a specific period, but it offers insights into the strategies adopted in the
profiles. Future studies should include a more detailed analysis of the content of the images: in this sample, this theme
was not explored further.
References
1.
Kamel Boulos MN, Giustini DM, Wheeler S. Instagram and WhatsApp in health and healthcare: An overview. Futur Internet.
2016;8(3):1–14.
2.
Chandrasekaran N, Gressick K, Singh V, Kwal J, Cap N, Koru-Sengul T, et al. The Utility of Social Media in Providing Information on
Zika Virus. Cureus. 2017;9(10).
3.
Novillo-Ortiz D, Hernández-Pérez T. Social media in public health: An analysis of national health authorities and leading causes of
death in Spanish-speaking Latin American and Caribbean countries. BMC Med Inform Decis Mak. 2017;17(1):1–12.
4.
Lefebvre RC, Bornkessel AS. Digital social networks and health. Circulation [Internet]. 2013 Apr 30 [cited 2020 Feb 4];127(17):1829–
36. Available from: https://www.ahajournals.org/doi/10.1161/CIRCULATIONAHA.112.000897
5.
Chou WYS, Prestin A, Lyons C, Wen KY. Web 2.0 for health promotion: Reviewing the current evidence. Am J Public Health.
2013;103(1):9–18.
6.
Pinto PA, Antunes MJL, Almeida AMP. Instagram as a communication tool in public health: a systematic review. In: 2020 15th Iberian
Conference on Information Systems and Technologies (CISTI) [Internet]. Sevilla: IEEE; 2020. p. 1–6. Available from:
https://ieeexplore.ieee.org/document/9140809
7.
Gesser-Edelsburg A, Diamant A, Hijazi R, Mesch GS. Correcting misinformation by health organizations during measles outbreaks: A
controlled experiment. Angelillo IF, editor. PLoS One [Internet]. 2018 Dec 19 [cited 2020 Jan 8];13(12):e0209505. Available from:
http://dx.plos.org/10.1371/journal.pone.0209505
8.
Galiano-Coronil A, MierTerán-Franco JJ. The use of social digital networks by NGDO from a social marketing perspective. Soc Sci.
2019;8(6).
9.
Guidry JPD, Carlyle KE, Larose JG, Perrin P, Messner M, Ryan M. Using the health belief model to analyze instagram posts about
Zika for public health communications. Emerg Infect Dis. 2019;25(1):179–80.
10.
Lwin MO, Lu J, Sheldenkar A, Schulz PJ. Strategic uses of Facebook in zika outbreak communication: Implications for the crisis and
emergency risk communication model. Int J Environ Res Public Health. 2018;15(9).
11.
Thackeray R, Neiger BL, Burton SH, Thackeray CR. Analysis of the purpose of state health departments’ tweets: Information sharing,
engagement, and action. J Med Internet Res. 2013;15(11).
12.
Ramanadhan S, Mendez SR, Rao M, Viswanath K. Social media use by community-based organizations conducting health promotion :
a content analysis. 2013;1–10.
13.
Cho H, Silver N, Na K, Adams D, Luong KT, Song C. Visual Cancer Communication on Social Media: An Examination of Content
and Effects of #Melanomasucks. J Med Internet Res [Internet]. 2018 Sep 5;20(9):e10501. Available from:
http://www.jmir.org/2018/9/e10501/
8
Author name / Procedia Computer Science 00 (2019) 000–000
14.
Chung CF, Agapie E, Schroeder J, Mishra S, Fogarty J, Munson SA. When personal tracking becomes social: Examining the use of
instagram for healthy eating. Conf Hum Factors Comput Syst - Proc. 2017;2017-May:1674–87.
15.
Moorhead SA, Hazlett DE, Harrison L, Carroll JK, Irwin A, Hoving C. A new dimension of health care: Systematic review of the uses,
benefits, and limitations of social media for health communication. J Med Internet Res. 2013;15(4):1–17.
16.
Neiger BL, Thackeray R, van Wagenen SA, Hanson CL, West JH, Barnes MD, et al. Use of social media in health promotion:
Purposes, key performance indicators, and evaluation metrics. Health Promot Pract. 2012;13(2):159–64.
17.
Norman CD. Social media and health promotion. Glob Health Promot. 2012;19(4):3–6.
18.
Lupton D. Health promotion in the digital era: A critical commentary. Health Promot Int. 2015;30(1):174–83.
19.
Statista. Number of monthly active Instagram users 2013-2018 [Internet]. 2019. Available from:
https://www.statista.com/statistics/253577/number-of-monthly-active-instagram-users/
20.
Statista. Statista Instagram Users [Internet]. 2020 [cited 2020 Jan 8]. Available from:
https://www.statista.com/statistics/578364/countries-with-most-instagram-users/%0A
21.
Lee E, Lee JA, Moon JH, Sung Y. Pictures Speak Louder than Words: Motivations for Using Instagram. Cyberpsychology, Behav Soc
Netw. 2015;18(9):552–6.
22.
Estatística IN de. SOCIEDADE DA INFORMAÇAO E DO CONHECIMENTO Inquérito à Utilização de Tecnologias da Informação e
da Comunicação pelas Famílias. 2018;1–9. Available from:
https://www.ine.pt/xportal/xmain?xpid=INE&xpgid=ine_destaques&DESTAQUESdest_boui=316295950&DESTAQUESmodo=2&xl
ang=pt
23.
IBGE. Pesquisa Nacional por Amostra de Domicílios (PNAD) [Internet]. 2019 [cited 2019 Nov 22]. Available from:
https://www.ibge.gov.br/estatisticas/sociais/trabalho/17270-pnad-continua.html?edicao=23205&t=sobre
24.
Vassallo AJ, Kelly B, Zhang L, Wang Z, Young S, Freeman B. Junk Food Marketing on Instagram: Content Analysis. JMIR Public
Heal Surveill [Internet]. 2018 Jun 5;4(2):e54. Available from: http://publichealth.jmir.org/2018/2/e54/
25.
Saboia I, Almeida AMP, Sousa P, Pernencar C. I am with you: A netnographic analysis of the Instagram opinion leaders on eating
behavior change. Procedia Comput Sci [Internet]. 2018;138:97–104. Available from: https://doi.org/10.1016/j.procs.2018.10.014
26.
PORTUGAL. Ministério da Saúde. DGS. Plano nacional de saúde: Revisão e extensão a 2020. Direção-Geral da Saúde. 2015;38.
27.
Ministério da Saúde. Política Nacional de Promoção da Saúde: PNPS: Anexo I da Portaria de Consolidação no 2, de 28 de setembro de
2017, que consolida as normas sobre as políticas nacionais de saúde do SUS [Internet]. 2018. 40 p. Available from:
http://bvsms.saude.gov.br/bvs/publicacoes/politica_nacional_promocao_saude.pdf
28.
Karulin B. Instabro [Internet]. APPLE STORE; 2019. Available from: https://instabro.app
29.
Europeia C. Situação da Saúde na UE : transição para a prevenção e a prestação de cuidados primários é a tendência mais importante
por todos os países . 2019;
30.
Saúde M da. Vigitel Brasil 2018: Vigilância de fatores de risco e proteção para doenças crônicas por inquerito telefônico [Internet]. G.
Estatística e Informação em Saúde. 2019. 131 p. Available from:
http://bvsms.saude.gov.br/bvs/publicacoes/vigitel_brasil_2011_fatores_risco_doencas_cronicas.pdf
31.
Sobreira IL. Práticas de Comunicação e Saúde no Ciberespaço: Uma análise a partir da Campanha Nacional de Controle da Dengue
2011/2012. Instituto de Comunicação e Informação Científica e Tecnológica. Instituto de Comunicação e Informação Científica e
Tecnológica (ICICT/FIOCRUZ); 2013.
32.
Miola E, Marques FPJ. Comunicação pública do Ministério da Saúde no Facebook: uma análise das campanhas contra o Aedes aegypti
no “verão do Zika.” Rev Eletrônica Comun Informação e Inovação em Saúde [Internet]. 2020 Mar 31;14(1):34–50. Available from:
https://www.reciis.icict.fiocruz.br/index.php/reciis/article/view/1802
33.
Neiger BL, Thackeray R, Van Wagenen SA, Hanson CL, West JH, Barnes MD, et al. Use of Social Media in Health Promotion. Health
Promot Pract. 2012;
34.
Dumbrell D, Steele R. Twitter and health in the Australian context: What types of information are health-related organizations
tweeting? Proc Annu Hawaii Int Conf Syst Sci. 2013;2666–75.
35.
Santarossa S, Woodruff SJ. #LancerHealth: Using Twitter and Instagram as a tool in a campus wide health promotion initiative. J
Public health Res. 2018;7(1):9–13.
36.
Edney S, Bogomolova S, Ryan J, Olds T, Sanders I, Maher C. Creating Engaging Health Promotion Campaigns on Social Media:
Observations and Lessons From Fitbit and Garmin. J Med Internet Res [Internet]. 2018 Dec 10 [cited 2020 Jan 8];20(12):e10911.
Available from: https://www.jmir.org/2018/12/e10911/