Date Log
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright
Upon acceptance of an article, authors transfer copyright to the JIEB as part of a journal publishing agreement, but authors still have the right to share their article for personal use, internal institutional use, and for any use permitted under the CC BY-SA license
Open Access
Articles are freely available to the public without any subscription with permitted reuse. For open access articles, permitted third party (re)use is defined by the following Creative Commons user licenses: Creative Commons Attribution (CC BY-SA).
The Effect of the Covid-19 Pandemic on Mental Health: Quasi-Experimental Evidence from Indonesia
Corresponding Author(s) : Yudistira Hendra Permana
Journal of Indonesian Economy and Business,
Vol 39 No 1 (2024): January
Abstract
Introduction/Main Objectives: This research aims to explore and analyze the effect of the COVID-19 pandemic on mental health status as measured by DASS-21. Background Problems: The prolonged impact of the COVID-19 pandemic on the global economy may have adversely affected mental health. A decrease in income and consumption and the uncertainties surrounding job security and business performance have been some of the main factors contributing to mental health issues. Novelty: This paper aims to evaluate the effect of the COVID-19 pandemic—as a natural experiment—on mental health measured by DASS-21 and how the effect of the pandemic varied across different socioeconomic subgroups. Research Methods: We conducted an online survey across Indonesia to collect self-reported mental health status and socioeconomic characteristics before and during the COVID-19 pandemic to measure its impacts on mental health. Finding/Results: Our results suggest that the COVID-19 pandemic has had an adverse impact on mental health, particularly in terms of anxiety and stress. The effect has been higher among individuals with lower self-efficacy, lower expenditure, and lower education levels. Conclusion: The health and economic crisis driven by the COVID-19 pandemic affected individuals' mental health, suggesting the need for appropriate policy responses.
Keywords
Download Citation
Endnote/Zotero/Mendeley (RIS)BibTeX
- Adams-Prassl, A., Boneva, T., Golin, M., & Rauh, C. (2020). Inequality in the impact of the coronavirus shock: Evidence from real time surveys. Journal of Public Economics, 189, 104245. https://doi.org/10.1016/j.jpubeco.2020.104245
- Ali, A. M., & Green, J. (2019). Factor structure of the depression anxiety stress Scale-21 (DASS-21): Unidimensionality of the Arabic version among Egyptian drug users. Substance Abuse Treatment, Prevention, and Policy, 14(1), 40. https://doi.org/10.1186/s13011-019-0226-1
- Altindag, O., Erten, B., & Keskin, P. (2022). Mental health costs of lockdowns: evidence from age-specific curfews in Turkey. American Economic Journal: Applied Economics, 14(2), 320–343. https://doi.org/10.1257/app.20200811
- Bidzan, M., Bidzan-Bluma, I., Szulman-Wardal, A., Stueck, M., & Bidzan, M. (2020). Does self-efficacy and emotional control protect hospital staff from COVID-19 anxiety and PTSD symptoms? Psychological functioning of hospital staff after the announcement of COVID-19 Coronavirus Pandemic. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.552583
- Blom, V., Lönn, A., Ekblom, B., Kallings, L. V., Väisänen, D., Hemmingsson, E., Andersson, G., Wallin, P., Stenling, A., Ekblom, Ö., Lindwall, M., Salier Eriksson, J., Holmlund, T., & Ekblom-Bak, E. (2021). Lifestyle habits and mental health in light of the two COVID-19 Pandemic waves in Sweden, 2020. International Journal of Environmental Research and Public Health, 18(6), 3313. https://doi.org/10.3390/ijerph18063313
- Braveman, P., Egerter, S., & Williams, D. R. (2011). The social determinants of health: coming of age. Annual Review of Public Health, 32(1), 381–398. https://doi.org/10.1146/annurev-publhealth-031210-101218
- Brik, A. Ben, & Gilbert, N. (2021). Preparation and response to COVID-19: An exploratory analysis of policy response spending and health expenditures in 20 OECD countries. The Journal of Sociology & Social Welfare, 48(4). https://doi.org/10.15453/0191-5096.4499
- Brodeur, A., Clark, A. E., Fleche, S., & Powdthavee, N. (2021). COVID-19, lockdowns and well-being: Evidence from Google Trends. Journal of Public Economics, 193, 104346. https://doi.org/10.1016/j.jpubeco.2020.104346
- Burdett, A., Davillas, A., & Etheridge, B. (2021). Weather, mental health, and mobility during the first wave of the COVID‐19 pandemic. Health Economics, 30(9), 2296–2306. https://doi.org/10.1002/hec.4371
- Cao, W., Fang, Z., Hou, G., Han, M., Xu, X., Dong, J., & Zheng, J. (2020). The psychological impact of the COVID-19 epidemic on college students in China. Psychiatry Research, 287, 112934. https://doi.org/10.1016/j.psychres.2020.112934
- Chen, T., & Lucock, M. (2022). The mental health of university students during the COVID-19 pandemic: An online survey in the UK. PLOS ONE, 17(1), e0262562. https://doi.org/10.1371/journal.pone.0262562
- Chen, Y., Ingram, C., Downey, V., Roe, M., Drummond, A., Sripaiboonkij, P., Buckley, C., Alvarez, E., Perrotta, C., & Buggy, C. (2022). Employee Mental Health During COVID-19 Adaptation: Observations of Occupational Safety and Health/Human Resource Professionals in Ireland. International Journal of Public Health, 67. https://doi.org/10.3389/ijph.2022.1604720
- Chowdhury, L., Biswas, T., Ghosh, R., & Chaudhuri, A. (2021). Effect of Counseling on the Mental Status of Undergraduate Medical Students During the Pandemic — A Prospective Quasi-experimental Study at a District Medical College of West Bengal. Journal of the Indian Medical Association, 119(4), 14–18.
- de Jong-Gierveld, J., & van Tilburg, T. G. (1999). Manual of the Loneliness Scale. https://doi.org/10.17605/osf.io/u6gck
- Ding, T., Zhu, C., Jing, L., & Gu, S. (2022). College students’ anxiety after returning to school during the COVID-19 epidemic: What should we care. Medicine, 101(48), e32068. https://doi.org/10.1097/MD.0000000000032068
- Elbay, R. Y., Kurtulmuş, A., Arpacıoğlu, S., & Karadere, E. (2020). Depression, anxiety, stress levels of physicians and associated factors in Covid-19 pandemics. Psychiatry Research, 290, 113130. https://doi.org/10.1016/j.psychres.2020.113130
- Fetzer, T., Hensel, L., Hermle, J., & Roth, C. (2021). Coronavirus Perceptions and Economic Anxiety. The Review of Economics and Statistics, 103(5), 968–978. https://doi.org/10.1162/rest_a_00946
- Foubister, L. (2017). The role of secure peer groups in social and emotional outcomes for adolescents in an academically selective high school setting. Journal of Student Engagement: Education Matters, 7(1), 28–48. https://doi.org/https://ro.uow.edu.au/jseem/vol7/iss1/3
- Frasquilho, D., Matos, M. G., Salonna, F., Guerreiro, D., Storti, C. C., Gaspar, T., & Caldas-de-Almeida, J. M. (2015). Mental health outcomes in times of economic recession: a systematic literature review. BMC Public Health, 16(1), 115. https://doi.org/10.1186/s12889-016-2720-y
- Freund, R., Favara, M., Porter, C., Scott, D., & Thuc Duc, L. (2022). The Mental Cost of Job Loss: Assessing the Impact on Young Adults in Vietnam. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4206223
- Gao, X., Davillas, A., & Jones, A. M. (2022). The Covid‐19 pandemic and its impact on socioeconomic inequality in psychological distress in the United Kingdom: An update. Health Economics, 31(5), 912–920. https://doi.org/10.1002/hec.4480
- Gopalan, M., Linden-Carmichael, A., & Lanza, S. (2022). College Students’ Sense of Belonging and Mental Health Amidst the COVID-19 Pandemic. Journal of Adolescent Health, 70(2), 228–233. https://doi.org/10.1016/j.jadohealth.2021.10.010
- Hartini, N., Fardana, N. A., Ariana, A. D., & Wardana, N. D. (2018). Stigma toward people with mental health problems in Indonesia. Psychology Research and Behavior Management, Volume 11, 535–541. https://doi.org/10.2147/PRBM.S175251
- Hartstone, J. M., & Medvedev, O. N. (2021). The Role of Mindfulness and Life Satisfaction in Psychological Distress During the COVID-19 Lockdown in New Zealand: a Quasi-experimental Study. Mindfulness, 12(11), 2693–2706. https://doi.org/10.1007/s12671-021-01731-4
- Heslin, P. A., & Klehe, U. C. (2006). Self-efficacy. In S. G. Rogelberg (Ed.), Encyclopedia of Industrial/Organizational Psychology (Vol. 2, pp. 705–708). Thousand Oaks: Sage.
- Kumar, M., & Kumar, P. (2020). Impact of pandemic on mental health in lower- and middle-income countries (LMICs). Global Mental Health, 7, e35. https://doi.org/10.1017/gmh.2020.28
- Lange, M., Joo, S., Couette, P.-A., de Jaegher, S., Joly, F., & Humbert, X. (2020). Impact on mental health of the COVID-19 outbreak among community pharmacists during the sanitary lockdown period. Annales Pharmaceutiques Françaises, 78(6), 459–463. https://doi.org/10.1016/j.pharma.2020.09.002
- Lee, B., & Kim, Y. E. (2022). Validity of the depression, anxiety, and stress scale (DASS-21) in a sample of Korean university students. Current Psychology, 41(6), 3937–3946. https://doi.org/10.1007/s12144-020-00914-x
- Lemuel, A. M., Usman, I. M., Kasozi, K. I., Alghamdi, S., Aigbogun, E. O., Archibong, V., Ssebuufu, R., Kabanyoro, A., Ifie, J. E., Swase, D. T., Ssempijja, F., Ayuba, J. T., Matama, K., Onohuean, H., Kembabazi, S., Henry, R., Odoma, S., Yusuf, H., Afodun, A. M., … Welburn, S. C. (2021). COVID-19-Related Mental Health Burdens: Impact of Educational Level and Relationship Status Among Low-Income Earners of Western Uganda. Frontiers in Public Health, 9. https://doi.org/10.3389/fpubh.2021.739270
- León-Giraldo, S., Casas, G., Cuervo-Sanchez, J. S., González-Uribe, C., Bernal, O., Moreno-Serra, R., & Suhrcke, M. (2021). Health in Conflict Zones: Analyzing Inequalities in Mental Health in Colombian Conflict-Affected Territories. International Journal of Public Health, 66. https://doi.org/10.3389/ijph.2021.595311
- Lin, C.-L., Huang, L.-C., Chang, Y.-T., Chen, R.-Y., & Yang, S.-H. (2021). Under COVID-19 Pandemic: A Quasi-Experimental Trial of Observation on Diabetes Patients’ Health Behavior Affected by the Pandemic from a Coaching Intervention Program. Frontiers in Public Health, 9. https://doi.org/10.3389/fpubh.2021.580032
- Lovibond, P. F., & Lovibond, S. H. (1995). The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behaviour Research and Therapy, 33(3), 335–343. https://doi.org/10.1016/0005-7967(94)00075-U
- Macintyre, A., Ferris, D., Gonçalves, B., & Quinn, N. (2018). What has economics got to do with it? The impact of socioeconomic factors on mental health and the case for collective action. Palgrave Communications, 4(1), 10. https://doi.org/10.1057/s41599-018-0063-2
- Marques, M., Gama, A., Pedro, A., Magano, R., Tiessen, C., Hollanders, P., & Dias, S. (2022). Mental health of migrants during the COVID-19 pandemic: additional stressors, increased inequalities. European Journal of Public Health, 32(Supplement_3). https://doi.org/10.1093/eurpub/ckac131.501
- Ministry of Health of Republic Indonesia. (2019). Profil Kesehatan Indonesia 2019. https://www.kemkes.go.id/app_asset/file_content_download/Profil-Kesehatan-Indonesia-2019.pdf
- Mo, Y., Deng, L., Zhang, L., Lang, Q., Pang, H., Liao, C., Wang, N., Tao, P., & Huang, H. (2021). Anxiety of Nurses to support Wuhan in fighting against COVID‐19 Epidemic and its Correlation with Work Stress and Self‐efficacy. Journal of Clinical Nursing, 30(3–4), 397–405. https://doi.org/10.1111/jocn.15549
- Mohammadi‐Nasrabadi, F., Salmani, Y., & Esfarjani, F. (2021). A quasi‐experimental study on the effect of health and food safety training intervention on restaurant food handlers during the COVID‐19 pandemic. Food Science & Nutrition, 9(7), 3655–3663. https://doi.org/10.1002/fsn3.2326
- OECD. (2021). Tackling the mental health impact of the COVID-19 crisis: An integrated, whole-of-society response.
- Ojewale, L. Y. (2021). Psychological state, family functioning and coping strategies among undergraduate students in a Nigerian University during the COVID-19 lockdown. Journal of Preventive Medicine and Hygiene, 62(2), E285–E295. https://doi.org/10.15167/2421-4248/jpmh2021.62.2.1798
- Ozamiz-Etxebarria, N., Dosil-Santamaria, M., Picaza-Gorrochategui, M., & Idoiaga-Mondragon, N. (2020). Niveles de estrés, ansiedad y depresión en la primera fase del brote del COVID-19 en una muestra recogida en el norte de España. Cadernos de Saúde Pública, 36(4). https://doi.org/10.1590/0102-311x00054020
- Pajaron, M. C., & Vasquez, N. A. (2021). How effective is community quarantine in the Philippines? A quasi-experimental analysis (782). http://hdl.handle.net/10419/230315
- Saha, K., Torous, J., Caine, E. D., & De Choudhury, M. (2020). Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media. Journal of Medical Internet Research, 22(11), e22600. https://doi.org/10.2196/22600
- Sanchez, J. C., Nuñez García, B., Ruano, A., Blanco, M., Cantos Sanchez de Ibarguren, B., Mendez, M., Ramos-Vegue, A. J., Morito, A. M., Aguado, R., & Provencio-Pulla, M. (2021). Impact of COVID19 pandemic on the hospitalization burden of cancer patients: Results of a quasi-experimental study. Journal of Clinical Oncology, 39(15_suppl), e13527–e13527. https://doi.org/10.1200/JCO.2021.39.15_suppl.e13527
- Sanders, J., Zomer, C., Hoekstra, R., de Ron, J., Blanken, T., Epskamp, S., van Dijken, K., Gerkema, M., Hart, L., Borsboom, D., Visser, O., & de Bruin, M. (2022). The effect of proximity of COVID-19 test facilities on test uptake: Two quasi-experimental trials. https://osf.io/preprints/psyarxiv/rhvmc
- Sarasjärvi, K. K., Vuolanto, P. H., Solin, P. C. M., Appelqvist-Schmidlechner, K. L., Tamminen, N. M., Elovainio, M., & Therman, S. (2022). Subjective mental well-being among higher education students in Finland during the first wave of COVID-19. Scandinavian Journal of Public Health, 50(6), 765–771. https://doi.org/10.1177/14034948221075433
- Saunders, R., Buckman, J. E. J., Fonagy, P., & Fancourt, D. (2022). Understanding different trajectories of mental health across the general population during the COVID-19 pandemic. Psychological Medicine, 52(16), 4049–4057. https://doi.org/10.1017/S0033291721000957
- Schwarzer, R., & Jerusalem, M. (1995). Generalized Self-Efficacy scale. In J. Weinman, S. Wright, & M. Johnston (Eds.), Measures in health psychology: A user’s portfolio. Causal and control beliefs (pp. 35–37). NFER-NELSON.
- Schwarzer, R., & Luszczynska, A. (2016). Self-efficacy and outcome expectancies. In Y. Benyamini, M. Johnston, & E. C. Karademas (Eds.), Assessment in health psychology (pp. 31–44). Hogrefe Publishing.
- Sun, S., Goldberg, S. B., Lin, D., Qiao, S., & Operario, D. (2021). Psychiatric symptoms, risk, and protective factors among university students in quarantine during the COVID-19 pandemic in China. Globalization and Health, 17(1), 15. https://doi.org/10.1186/s12992-021-00663-x
- Ursache, A., Barajas-Gonzalez, R. G., Adhikari, S., Kamboukos, D., Brotman, L. M., & Dawson-McClure, S. (2022). A quasi-experimental study of parent and child well-being in families of color in the context of COVID-19 related school closure. SSM - Population Health, 17, 101053. https://doi.org/10.1016/j.ssmph.2022.101053
- Verma, S., & Mishra, A. (2020). Depression, anxiety, and stress and socio-demographic correlates among general Indian public during COVID-19. International Journal of Social Psychiatry, 66(8), 756–762. https://doi.org/10.1177/0020764020934508
- Wanberg, C. R., Csillag, B., Douglass, R. P., Zhou, L., & Pollard, M. S. (2020). Socioeconomic status and well-being during COVID-19: A resource-based examination. Journal of Applied Psychology, 105(12), 1382–1396. https://doi.org/10.1037/apl0000831
- Wood, C. I., Yu, Z., Sealy, D.-A., Moss, I., Zigbuo-Wenzler, E., McFadden, C., Landi, D., & Brace, A. M. (2022). Mental health impacts of the COVID-19 pandemic on college students. Journal of American College Health, 1–6. https://doi.org/10.1080/07448481.2022.2040515
- Xiang, Y.-T., Jin, Y., & Cheung, T. (2020). Joint International Collaboration to Combat Mental Health Challenges During the Coronavirus Disease 2019 Pandemic. JAMA Psychiatry, 77(10), 989. https://doi.org/10.1001/jamapsychiatry.2020.1057
- Yang, D., Hu, S., & Li, M. (2022). The Influence of Family Socioeconomic Status on Adolescents’ Mental Health in China. International Journal of Environmental Research and Public Health, 19(13), 7824. https://doi.org/10.3390/ijerph19137824
- Yang, S., Lin, H., Zhu, J., Chen, Y., Wang, N., Zhao, Q., & Fu, C. (2021). Depression and anxiety symptoms among returning workers during the COVID-19 period in East China. Social Psychiatry and Psychiatric Epidemiology, 56(7), 1233–1240. https://doi.org/10.1007/s00127-020-01983-w
- Zaenal, M., Setyaningsih, Y., Lestantyo, D., & Ba, M. S. (2022). A quasi experimental study of psychotherapy in reducing anxiety among nurses working in COVID 19 wards. Journal of Holistic Nursing Science, 9(1), 27–31. https://doi.org/10.31603/nursing.v9i1.6883
- Zhou, C., Yue, X. D., Zhang, X., Shangguan, F., & Zhang, X. Y. (2021). Self-efficacy and mental health problems during COVID-19 pandemic: A multiple mediation model based on the Health Belief Model. Personality and Individual Differences, 179, 110893. https://doi.org/10.1016/j.paid.2021.110893