Factors Associated With Common Mental Disorders and the Presence of Noncommunicable Diseases During the COVID-19 Pandemic in Indonesia: A Study in Bogor, West Java
Main Article Content
Abstract
The coronavirus disease (COVID-19) pandemic has significantly impacted the mental health of Indonesians, including those with noncommunicable diseases (NCDs) and those without. However, it is known that COVID-19 has a higher fatality rate in people with NCDs. This study aimed to determine the difference in the prevalence of common mental disorders (CMD) among respondents with and without NCDs and identify the associated factors of CMD from each sub-sample. This cross-sectional study used respondents from the Bogor Cohort Study of noncommunicable disease risk factors. The NCDs in the current study included hypertension, coronary heart disease (CHD), stroke, and diabetes mellitus (DM). The diagnosis of NCD was determined by trained medical professionals following research protocols. A total of 2,936 participants were involved in this study, including 1,734 with NCDs and 1,202 without. Multiple logistic regression was used to analyze factors associated with CMD in respondents with and without NCDs. The prevalence of CMD was slightly higher in respondents with NCDs (5.1%) than in those without NCDs (3.6%). Experiencing COVID-19 symptoms in the last six months was a factor associated with CMD in both groups; those with NCDs (AOR = 4.156; 95% CI [2.37, 7.30]; p < .001) and those without (AOR = 5.797; 95% CI [2.63, 12.78]; p < .001). Not having health insurance was a factor associated with CMD, only in respondents with NCDs (AOR = 2.582; 95% CI [1.35, 4.93]; p = .004). Female gender and low education were factors associated with CMD only in respondents without NCDs. During the COVID-19 pandemic, newly diagnosed subjects with NCDs and non-adherence to treatment were identified as factors associated with CMD in respondents with NCDs who had undergone PCR and/or rapid testing. During the pandemic, the knowledge of COVID-19 symptoms and health insurance ownership significantly impacted the community’s wellbeing, not only for physical but also for psychological health.
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
• Alang, S. M., McAlpine, D. D., & Henning-Smith, C. E. (2014). Disability, health insurance, and psychological distress among US adults: An application of the stress process. Society and Mental Health, 4(3), 164–178. https://doi.org/10.1177/2156869314532376
• Alghamdi, B. S., Alatawi, Y., Alshehri, F. S., Tayeb, H. O., & Tarazi, F. I. (2021). Relationship between public mental health and immune status during the COVID-19 pandemic: Cross-sectional data from Saudi Arabia. Risk Management and Healthcare Policy, 14, 1439–1447. https://doi.org/10.2147/RMHP.S302144
• Anindyajati, G., Wiguna, T., Murtani, B. J., Christian, H., Wigantara, N. A., Putra, A. A., Hanafi, E., Minayati, K., Ismail, R. I., Kaligis, F., Savitri, A. I., Uiterwaal, C. S. P. M., & Diatri, H. (2021). Anxiety and its associated factors during the initial phase of the COVID-19 pandemic in Indonesia. Frontiers in Psychiatry, 12, Article 634585. https://doi.org/10.3389/fpsyt.2021.634585
• Arifin, H., Chou, K. R., Ibrahim, K., Fitri, S. U. R., Pradipta, R. O., Rias, Y. A., Sitorus, N., Wiratama, B. S., Setiawan, A., Setyowati, S., Kuswanto, H., Mediarti, D., Rosnani, R., Sulistini, R., & Pahria, T. (2022). Analysis of modifiable, non-modifiable, and physiological risk factors of non-communicable diseases in Indonesia: Evidence from the 2018 Indonesian Basic Health Research. Journal of Multidisciplinary Healthcare, 15, 2203–2221. https://doi.org/10.2147/JMDH.S382191
• Beusenberg, M., & Orley, J. (1994). A user’s guide to the Self Reporting Questionnaire (SRQ) (No. WHO/MNH/PSF/94.8). World Health Organization. https://iris.who.int/handle/10665/61113
• Chekole, Y. A., & Abate, S. M. (2021). Global prevalence and determinants of mental health disorders during the COVID-19 pandemic: A systematic review and meta-analysis. Annals of Medicine and Surgery, 68, Article 102634. https://doi.org/10.1016/j.amsu.2021.102634
• Daré, L. O., Bruand, P. E., Gérard, D., Marin, B., Lameyre, V., Boumédiène, F., & Preux, P. M. (2019). Co-morbidities of mental disorders and chronic physical diseases in developing and emerging countries: A meta-analysis. BMC Public Health, 19(1), Article 304. https://doi.org/10.1186/s12889-019-6623-6
• Datta, B. K., Husain, M. J., Husain, M. M., & Kostova, D. (2018). Noncommunicable disease-attributable medical expenditures, household financial stress and impoverishment in Bangladesh. SSM - Population Health, 6, 252–258. https://doi.org/10.1016/j.ssmph.2018.10.001
• Diaz, T., Strong, K. L., Cao, B., Guthold, R., Moran, A. C., Moller, A. B., Requejo, J., Sadana, R., Thiyagarajan, J. A., Adebayo, E., Akwara, E., Amouzou, A., Aponte Varon, J. J., Azzopardi, P. S., Boschi-Pinto, C., Carvajal, L., Chandra-Mouli, V., Crofts, S., Dastgiri, S., … Banerjee, A. (2021). A call for standardised age-disaggregated health data. The Lancet Healthy Longevity, 2(7), e436–e443. https://doi.org/10.1016/S2666-7568(21)00115-X
• Druss, B. G., Zhao, L., Von Esenwein, S., Morrato, E. H., & Marcus, S. C. (2011). Understanding excess mortality in persons with mental illness: 17-year follow up of a nationally representative US survey. Medical Care, 49(6), 599–604. https://doi.org/10.1097/MLR.0b013e31820bf86e
• Finkelstein, A., Taubman, S., Wright, B., Bernstein, M., Gruber, J., Newhouse, J. P., Allen, H., Baicker, K., & Oregon Health Study Group. (2012). The Oregon Health Insurance Experiment: Evidence from the First Year. Quarterly Journal of Economics, 127(3), 1057–1106. https://doi.org/10.1093/qje/qjs020
• Ganihartono, I. (1996). Psychiatric morbidity among patients attending The Bangetayu Community Health Centre in Indonesia. Buletin Penelitian Kesehatan, 24(4), 42–51. https://dx.doi.org/10.22435/bpk.v24i4%20Des.333
• Giordani, J. P., Lima, C. P., Duarte, M. de Q., Santo, M. A. da S., Czepielewski, L. S., & Trentini, C. M. (2021). COVID-19 and Brazilian’s mental health: Risk factors and related symptoms. Psicologia - Teoria e Prática, 23(1), 1–19. https://doi.org/10.5935/1980-6906/eptpc1913993
• Goldberg, D. (1994). A bio-social model for common mental disorders. Acta Psychiatrica Scandinavica, 90(385), 66–70. https://doi.org/10.1111/j.1600-0447.1994.tb05916.x
• Huang, Y., & Zhao, N. (2020). Generalized anxiety disorder, depressive symptoms and sleep quality during COVID-19 outbreak in China: A web-based cross-sectional survey. Psychiatry Research, 288, Article 112954. https://doi.org/10.1016/j.psychres.2020.112954
• Hyde, J. S., Mezulis, A. H., & Abramson, L. Y. (2008). The ABCs of depression: Integrating affective, biological, and cognitive models to explain the emergence of the gender difference in depression. Psychological Review, 115(2), 291–313. https://doi.org/10.1037/0033-295X.115.2.291
• Idaiani, S., Mubasyiroh, R., & Isfandari, S. (2020). Validity and reliability of depression , anxiety and psychosis questionnaire of Mini International Neuropsychiatric Interview (MINI) in Indonesia. ASEAN Journal of Psychiatry, 21(1). https://www.aseanjournalofpsychiatry.org/abstract/validity-and-reliability-of-depression-anxiety-and-psychosis-questionnaire-of-mini-international-neuropsychiatric-interv-53675.html
• Izzatika, M., Syakurah, R. A., & Bonita, I. (2021). Indonesia’s mental health status during the COVID-19 pandemic. Indigenous: Jurnal Ilmiah Psikologi, 6(2), 25–36. https://doi.org/10.23917/indigenous.v6i2.11945
• Kiecolt-Glaser, J. K., & Glaser, R. (2002). Depression and immune function: Central pathways to morbidity and mortality. Journal of Psychosomatic Research, 53(4), 873–876. https://doi.org/10.1016/S0022-3999(02)00309-4
• Lai, C. C., Shih, T. P., Ko, W. C., Tang, H. J., & Hsueh, P. R. (2020). Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and coronavirus disease-2019 (COVID-19): The epidemic and the challenges. International Journal of Antimicrobial Agents, 55(3), Article 105924. https://doi.org/10.1016/j.ijantimicag.2020.105924
• Lei, L., Huang, X., Zhang, S., Yang, J., Yang, L., & Xu, M. (2020). Comparison of prevalence and associated factors of anxiety and depression among people affected by versus people unaffected by quarantine during the COVID-19 epidemic in Southwestern China. Medical Science Monitor, 26, Article e924609. https://doi.org/10.12659/MSM.924609
• Liu, X., Cao, H., Zhu, H., Zhang, H., Niu, K., Tang, N., Cui, Z., Pan, L., Yao, C., Gao, Q., Wang, Z., Sun, J., He, H., Guo, M., Guo, C., Liu, K., Peng, H., Peng, W., Sun, Y., … Zhang, L. (2021). Association of chronic diseases with depression, anxiety and stress in Chinese general population: The CHCN-BTH cohort study. Journal of Affective Disorders, 282, 1278–1287. https://doi.org/10.1016/j.jad.2021.01.040
• Lotzin, A., Acquarini, E., Ajdukovic, D., Ardino, V., Böttche, M., Bondjers, K., Bragesjö, M., Dragan, M., Grajewski, P., Figueiredo-Braga, M., Gelezelyte, O., Javakhishvili, J. D., Kazlauskas, E., Knefel, M., Lueger-Schuster, B., Makhashvili, N., Mooren, T., Sales, L., Stevanovic, A., & Schäfer, I. (2020). Stressors, coping and symptoms of adjustment disorder in the course of the COVID-19 pandemic–study protocol of the European Society for Traumatic Stress Studies (ESTSS) pan-European study. European Journal of Psychotraumatology, 11(1), Article 1780832. https://doi.org/10.1080/20008198.2020.1780832
• Mahmood, S., Hassan, S. Z., Tabraze, M., Khan, M. O., Javed, I., Ahmed, A., Siddiqui, O. M., Narmeen, M., Ahmed, M. J., Tariq, A., Patel, M. S., & Fatima, K. (2017). Prevalence and predictors of depression amongst hypertensive individuals in Karachi, Pakistan. Cureus, 9(6), Article e1397. https://doi.org/10.7759/cureus.1397
• Mathieu, E., Ritchie, H., Rodés-Guirao, L., Appel, C., Gavrilov, D., Giattino, C., Hasell, J., Macdonald, B., Dattani, S., Beltekian, D., Ortiz-Ospina, E., & Roser, M. (2020). Indonesia: Coronavirus Pandemic Country Profile. Our World in Data. https://ourworldindata.org/coronavirus/country/indonesia
• Mubasyiroh, R., Suryaputri, I. Y., Idaiani, S., Indrawati, L., Wurisastuti, T., Isfandari, S., Sitorus, N., Nurhotimah, E., & Senewe, F. P. (2022). Mental health disorders of the Indonesian people in the early stages of the COVID-19 pandemic: Who is vulnerable to experiencing it? International Journal of Mental Health Promotion, 24(5), 725–737. https://doi.org/10.32604/ijmhp.2022.021452
• Nagasu, M., Muto, K., & Yamamoto, I. (2021). Impacts of anxiety and socioeconomic factors on mental health in the early phases of the COVID-19 pandemic in the general population in Japan: A web-based survey. PLOS ONE, 16(3), Article e0247705. https://doi.org/10.1371/journal.pone.0247705
• Neupane, D., Panthi, B., McLachlan, C. S., Mishra, S. R., Kohrt, B. A., & Kallestrup, P. (2015). Prevalence of undiagnosed depression among persons with hypertension and associated risk factors: A cross-sectional study in urban Nepal. PLOS ONE, 10(2), Article e0117329. https://doi.org/10.1371/journal.pone.0117329
• Nguyen, H. C., Nguyen, M. H., Do, B. N., Tran, C. Q., Nguyen, T. T. P., Pham, K. M., Pham, L. V., Tran, K. V., Duong, T. T., Tran, T. V., Duong, T. H., Nguyen, T. T., Nguyen, Q. H., Hoang, T. M., Nguyen, K. T., Pham, T. T. M., Yang, S.-H., Chao, J. C.-J., & Duong, T. Van. (2020). People with suspected COVID-19 symptoms were more likely depressed and had lower health-related quality of life: The potential benefit of health literacy. Journal of Clinical Medicine, 9(4), Article 965. https://doi.org/10.3390/jcm9040965
• Nikoloski, Z., Alqunaibet, A. M., Alfawaz, R. A., Almudarra, S. S., Herbst, C. H., El-Saharty, S., Alsukait, R., & Algwizani, A. (2021). Covid-19 and non-communicable diseases: evidence from a systematic literature review. BMC Public Health, 21(1), Article 1068. https://doi.org/10.1186/s12889-021-11116-w
• Nordentoft, M., Wahlbeck, K., Hällgren, J., Westman, J., Ösby, U., Alinaghizadeh, H., Gissler, M., & Laursen, T. M. (2013). Excess mortality, causes of death and life expectancy in 270,770 patients with recent onset of mental disorders in Denmark, Finland and Sweden. PLOS ONE, 8(1), Article e55176. https://doi.org/10.1371/journal.pone.0055176
• O’Connor, R. C., Wetherall, K., Cleare, S., McClelland, H., Melson, A. J., Niedzwiedz, C. L., O’Carroll, R. E., O’Connor, D. B., Platt, S., Scowcroft, E., Watson, B., Zortea, T., Ferguson, E., & Robb, K. A. (2021). Mental health and well-being during the COVID-19 pandemic: Longitudinal analyses of adults in the UK COVID-19 Mental Health & Wellbeing study. British Journal of Psychiatry, 218(6), 326–333. https://doi.org/10.1192/bjp.2020.212
• Pfefferbaum, B., & North, C. S. (2020). Mental health and the COVID-19 Pandemic. New England Journal of Medicine, 383(6), 510–512. https://doi.org/10.1056/nejmp2013466
• Prasetio, C. E., Triwahyuni, A., & Prathama, A. G. (2022). Psychometric Properties of Self-Report Questionnaire-20 (SRQ-20) Indonesian Version. Jurnal Psikologi, 49(1), 69–86. https://doi.org/10.22146/jpsi.69782
• Rakhamanov, O., & Dane, S. (2020). A brief communication: Anxiety and depression levels in the staff of a Nigerian private university during COVID-19 pandemic outbreak. Journal of Research in Medical and Dental Science, 8(3), 118–122. https://www.jrmds.in/articles/a-brief-communication-anxiety-and-depression-levels-in-the-staff-of-a-nigerian-private-university-during-covid-19-pandemic-outbrea-53750.html
• Riyadina, W., Pradono, J., Kristanti, D., & Turana, Y. (2020). Stroke in Indonesia: Risk factors and predispositions in young adults. Journal of Cardiovascular Disease Research, 11(2), 178–183. https://doi.org/10.31838/jcdr.2020.11.02.30
• Sahu, D. P., Pradhan, S. K., Sahoo, D. P., Patra, S., Singh, A. K., & Patro, B. K. (2021). Fear and anxiety among COVID-19 screening clinic beneficiaries of a tertiary care hospital of Eastern India. Asian Journal of Psychiatry, 57, Article 102543. https://doi.org/10.1016/j.ajp.2020.102543
• Sharma, I., Vashnav, M., & Sharma, R. (2020). COVID-19 pandemic hype: Losers and gainers. Indian Journal of Psychiatry, 62(Suppl 3), S420–S430. https://doi.org/10.4103/psychiatry.IndianJPsychiatry
• Solar, O., & Irwin, A. (2010, July 13). A conceptual framework for action on the social determinants of health: Social determinants of health Discussion Paper 2 (Policy and Practice). World Health Organization. https://www.who.int/publications/i/item/9789241500852
• Stewart, J. C., Rand, K. L., Muldoon, M. F., & Kamarck, T. W. (2009). A prospective evaluation of the directionality of the depression-inflammation relationship. Brain, Behavior, and Immunity, 23(7), 936–944. https://doi.org/10.1016/j.bbi.2009.04.011
• Vaira, L. A., Salzano, G., Deiana, G., & De Riu, G. (2020). Anosmia and ageusia: Common findings in COVID-19 patients. The Laryngoscope, 130(7), 1787–1787. https://doi.org/10.1002/lary.28692
• Wang, C., Pan, R., Wan, X., Tan, Y., Xu, L., Ho, C. S., & Ho, R. C. (2020). Immediate psychological responses and associated factors during the initial stage of the 2019 coronavirus disease (COVID-19) epidemic among the general population in China. International Journal of Environmental Research and Public Health, 17(5), Article 1729. https://doi.org/10.3390/ijerph17051729
• Wang, Y., Di, Y., Ye, J., & Wei, W. (2021). Study on the public psychological states and its related factors during the outbreak of coronavirus disease 2019 (COVID-19) in some regions of China. Psychology, Health and Medicine, 26(1), 13–22. https://doi.org/10.1080/13548506.2020.1746817
• Wang, Y., Shi, L., Que, J., Lu, Q., Liu, L., Lu, Z., Xu, Y., Liu, J., Sun, Y., Meng, S., Yuan, K., Ran, M., Lu, L., Bao, Y., & Shi, J. (2021). The impact of quarantine on mental health status among general population in China during the COVID-19 pandemic. Molecular Psychiatry, 26(9), 4813–4822. https://doi.org/10.1038/s41380-021-01019-y
• Wati, N. S., Wongsasuluk, P., & Soewondo, P. (2021). A cross-sectional study on the telemedicine usage and glycemic status of diabetic patients during the COVID-19 pandemic. Medical Journal of Indonesia, 30(3), 215–220. https://doi.org/10.13181/mji.oa.215558
• Wu, T., Jia, X., Shi, H., Niu, J., Yin, X., Xie, J., & Wang, X. (2021). Prevalence of mental health problems during the COVID-19 pandemic: A systematic review and meta-analysis. Journal of Affective Disorders, 281, 91–98. https://doi.org/10.1016/j.jad.2020.11.117