Results of social networks monitoring within assessing population’s satisfaction with sanitary-epidemiological situation
- Authors: Barg A.O.1, Lebedeva-Nesevria N.А.1,2, Pestereva D.Y.3
-
Affiliations:
- Federal Scientific Center for Medical and Preventive Health Risk Management Technologies
- Novosibirsk State Technical University
- National Research University Higher School of Economics
- Issue: Vol 103, No 5 (2024)
- Pages: 433-439
- Section: ENVIRONMENTAL HYGIENE
- Published: 21.06.2024
- URL: https://rjsocmed.com/0016-9900/article/view/638209
- DOI: https://doi.org/10.47470/0016-9900-2024-103-5-433-439
- EDN: https://elibrary.ru/iewcva
- ID: 638209
Cite item
Abstract
Introduction. People’s satisfaction with a sanitary-epidemiological situation in a residence area is a significant factor describing their quality of life, subjectively perceived wellbeing, and happiness. Monitoring of users’ messages in social networks can become an effective method for assessing population’s satisfaction with a high potential of being integrated into practical management.
Aim. To describe Russians’ public opinion on the quality of the environment and its impact on population health within assessing satisfaction with a sanitary-epidemiological situation
Materials and methods. We performed content — analysis of posts and comments in the seventy-nine open access communities of three different types (a city community, an ecological community, and a protest community) in such social networks: VKontakte and Odnoklassniki published over the period between January 1, 2019 and June 15, 2023 using the LiveDune analytical server and ParseHub web scraping tool.
Results. We identified specific lexical units typical for non-expert discourse about a sanitary-epidemiological situation. Negative modality was shown to dominate in the analyzed posts (63% of all mentions, including 28% of the cases when the word ‘bad’ was used to describe the existing situation and 20% of the cases when it was described as ‘hazardous’). Utilization of domestic wastes and ambient air pollution were the most urgent issues. City communities typically concentrated on local topics; used more critical and harsher expressions. Ecological communities tended to: use specialized terminology; focus on generalized topics; discuss ecologically responsible everyday practices. Protest communities usually: had alarmistic moods; discussed impacts of environmental factors on human health. Women, young and middle-aged people expressed their opinions more actively.
Limitations. The study does not allow considering opinions of those Russians who a) have low digital literacy, b) are poorly involved into Internet communications, and c) do not have an account in the analyzed social networks. We did not cover all the posts in social networks related to issues of sanitary-epidemiological wellbeing due to a) using a sample of communities, b) considering only those posts for analysis, which fell within one of the subject categories including ‘Ambient air’, “Drinking water’ and ‘Soil’.
Conclusion. Monitoring of users’ posts in social networks makes it possible to spot out specific cases that cause public dissatisfaction, assess protest activity potential, and provide general description of social attitudes. The analysis showed the predominance of negative assessments of the state of the environment by the population — negative modality dominates in the messages of social network users, critical judgments and alarmist remarks are often found. Since most analyzed posts are locally oriented, monitoring results can be most useful for local authorities.
Compliance with ethical standards. The study was accomplished in accordance with the ethical principles stated in The ICC/ESOMAR International Code on Market, Opinion and Social Research and Data Analytics, the Ethical Code of the International Sociological Association (ISA), and the Ethical Code of the Russian Society of Sociologists.
Contribution:
Barg A.O. — concept and design of the study, editing;
Lebedeva-Nesevria N.A. — literature review, data analysis, writing the text, editing;
Pestereva D.Yu. — collection and processing of materials, writing the text.
All authors are responsible for the integrity of all parts of the manuscript and approval of the manuscript final version.
Conflict of interest. The authors declare no conflict of interest.
Acknowledgement. The study had no sponsorship.
Received: February 16, 2024 / Revised: March 14, 2024 / Accepted: April 9, 2024 / Published: June 17, 2024
About the authors
Anastasiya O. Barg
Federal Scientific Center for Medical and Preventive Health Risk Management Technologies
Author for correspondence.
Email: an-bg@yandex.ru
ORCID iD: 0000-0003-2901-3932
Senior researcher, Social Risk Analysis Laboratory, Federal Scientific Center for Medical and Preventive Health Risk Management Technologies”, Perm, 614045, Russian Federation
e-mail: an-bg@yandex.ru
Russian FederationNatalia А. Lebedeva-Nesevria
Federal Scientific Center for Medical and Preventive Health Risk Management Technologies; Novosibirsk State Technical University
Email: natnes@list.ru
ORCID iD: 0000-0003-3036-3542
MD, PhD, DSci., Head of Social Risk Analysis Laboratory, Federal Scientific Center for Medical and Preventive Health Risk Management Technologies, Perm, 614045, Russian Federation; Professor of the Department of Social Work and Social Anthropology, Novosibirsk State Technical University, Novosibirsk, 630073, Russian Federation
e-mail: natnes@list.ru
Russian FederationDarina Yu. Pestereva
National Research University Higher School of Economics
Email: darina18-02@mail.ru
ORCID iD: 0009-0003-2557-2021
Student, Master’s Programme “Sociology of Public Sphere and Digital Analytics”, National Research University “Higher School of Economics”, Moscow, 109028, Russian Federation
e-mail: darina18-02@mail.ru
Russian FederationReferences
- Lee K.Y. Relationship between physical environment satisfaction, neighborhood satisfaction, and quality of life in Gyeonggi, Korea. Land. 2021; 10(7): 663. https://doi.org/10.3390/land10070663
- Zhao X., Sun Z. The effect of satisfaction with environmental performance on subjective well-being in China: GDP as a moderating factor. Sustainability. 2020; 12(5): 1745. https://doi.org/10.3390/su12051745
- Wu Y., Cao Y. Research on the influence of ecological environment satisfaction and income level on Chinese residents’ happiness: empirical analysis based on CGSS data. Sustainability. 2023; 15(10): 8175. https://doi.org/10.3390/su15108175
- Chen L., Zhang J., You Y. Air pollution, environmental perceptions, and citizen satisfaction: A mediation analysis. Environ. Res. 2020; 184: 109287. https://doi.org/10.1016/j.envres.2020.109287
- Zhang Q., Gao T., Liu X., Zheng Y. Exploring the influencing factors of public environmental satisfaction based on socially aware computing. J. Clean. Prod. 2020; 266: 121774. https://doi.org/10.1016/j.jclepro.2020.121774
- Ruan H., Qiu L., Chen J., Liu S., Ma Z. Government trust, environmental pollution perception, and environmental governance satisfaction. Int. J. Environ. Res. Public Health. 2022; 19(16): 9929. https://doi.org/10.3390/ijerph19169929
- Moroz I.N., Sikorskii A.V., Petretto D.R., Pavlovich T.P., Sushinskii V.E., Moroz-Vodolazhskaya N.N., et al. The assessment of public satisfaction with quality of life. Byulleten’ Natsional’nogo nauchno-issledovatel’skogo instituta obshchestvennogo zdorov’ya imeni N.A. Semashko. 2020; (4): 6–13. https://doi.org/10.25742/NRIPH.2020.04.001 https://elibrary.ru/zikrnp (in Russian)
- Bagirova A.P., Notman O.V. Satisfaction of the population with the territory of accommodation as a factor of development of city comanaging (on the example of the Ekaterinburg city). Voprosy upravleniya. 2016; (6): 97–103. https://elibrary.ru/zxjeej (in Russian)
- Andreenkova A.V. Comparative analysis of life satisfaction and its determinants. Monitoring obshchestvennogo mneniya: ekonomicheskie i sotsial’nye peremeny. 2010; (5): 189–215. https://elibrary.ru/qzpznf (in Russian)
- Mel’nikov R.M. The impact of economic, social and environmental factors on life satisfaction in the Russian regions. Regional’naya ekonomika: teoriya i praktika. 2022; 20(3): 424–50. https://doi.org/10.24891/re.20.3.424 https://elibrary.ru/ycxzyi (in Russian)
- Jaidka K. Public opinion analytics with social media (January 31, 2023). In: Pang N., Skoric М., eds. Research Handbook on Social Media and Society. 2024. Available at: https://ssrn.com/abstract=4344287
- Zimova N.S., Fomin E.V., Smagina A.A. Social networks as a new channel of interaction between government and society. Sotsiologiya i upravlenie. 2020; 6(2): 159–71. https://doi.org/10.18413/2408-9338-2020-6-2-0-11 https://elibrary.ru/zbjphc (in Russian)
- Roxburgh N., Dabo G., Shin K.J. Characterising climate change discourse on social media during extreme weather events. Global Environ. Change. 2019; 54: 50–60. https://doi.org/10.1016/j.gloenvcha.2018.11.004
- Yao D., Wang Z., Tang Y. Ecological change and analysis of public opinion under social media environment. Adv. Appl. Sociol. 2023; 13(1): 28–42. https://doi.org/10.4236/aasoci.2023.131003
- Hang N.T.T. Social media and the environmental discourse in Vietnam. In: Media, Politics and Environment. Springer Studies in Media and Political Communication. Cham: Springer; 2023. https://doi.org/10.1007/978-3-031-31252-6_5
- Chang Ch.H., Armsworth P.R., Masuda Y.J., Environmental discourse exhibits consistency and variation across spatial scales on Twitter. BioScience. 2022; 72(8): 789–97. https://doi.org/10.1093/biosci/biac051
- Lyu H., Wang J., Wu W., Duong V., Zhang X., Dye T.D., et al. Social media study of public opinions on potential COVID-19 vaccines: informing dissent, disparities, and dissemination. Intell. Med. 2022; 2(1): 1–12. https://doi.org/10.1016/j.imed.2021.08.001
- Raskhodchikov A.N., Pilgun M. COVID-19 and public health: Analysis of opinions in social media. Int. J. Environ. Res. Public Health. 2023; 20(2): 971. https://doi.org/10.3390/ijerph20020971
- Hou K., Hou T., Cai L. Public attention about COVID-19 on social media: An investigation based on data mining and text analysis. Pers. Individ. Dif. 2021; 175: 110701. https://doi.org/10.1016/j.paid.2021.110701
- Dong X., Lian Y. A review of social media-based public opinion analyses: Challenges and recommendations. Technol. Soc. 2021; 67: 101724. https://doi.org/10.1016/J.TECHSOC.2021.101724
- Batanina I.A., Brodovskaya E.V., Dombrovskaya A.Yu., Parma R.V. Environmental agenda in the Russian segment of social media: results of the big da ta analysis. Izvestiya Tul’skogo gosudarstvennogo universiteta. Nauki o Zemle. 2021; (2): 409–28. https://elibrary.ru/piujsw (in Russian)
- Rastorguev S.V., Tyan Yu.S. Protest eco-activism in the digital environment (on the example of the “Krasnoyarsk case”). Monitoring obshchestvennogo mneniya: ekonomicheskie i sotsial’nye peremeny. 2021; (6): 53–75. https://doi.org/10.14515/monitoring.2021.6.2017 https://elibrary.ru/lsnnzb (in Russian)
- Falkenberg M., Galeazzi A., Torricelli M. Growing polarization around climate change on social media. Nat. Clim. Chang. 2022; 12: 1114–21. https://doi.org/10.1038/s41558-022-01527-x
- Zhang F., Xu M., Yan Y. Public discourses and government interventions behind China’s ambitious carbon neutrality goal. Commun. Earth Environ. 2023; (4): 437. https://doi.org/10.1038/s43247-023-01101-z
- Gol’braikh V.B. Environmental conflict on the agenda of social network. Sotsiologiya i upravlenie. 2021; 7(2): 102–15. https://doi.org/10.18413/2408-9338-2021-7-2-0-8 https://elibrary.ru/wdvfkm (in Russian)
- Ermolaeva P.O., Basheva O.A., Ermolaeva Yu.V. ‘Between virtual and physical’: features of digital activism of Russian environmental non-profit organizations. Zhurnal issledovanii sotsial’noi politiki. 2023; 21(2): 241–58. https://doi.org/10.17323/727-0634-2023-21-2-241-258 https://elibrary.ru/ietxxp (in Russian)
Supplementary files
