The economic burden of mental disorders among adults in Singapore: evidence from the 2016 Singapore Mental Health Study

References

• Abdin, E., Ong, C., Chong, S. A., Vaingankar, J. A., & Subramaniam, M. (2016a). Days out of role due to mental and physical conditions: Results from the Singapore Mental Health Study. PLoS One, 11(2), e0148248. https://doi.org/10.1371/journal.pone.0148248
   PubMed Web of Science ®Google Scholar
• Abdin, E., Subramaniam, M., Achilla, E., Chong, S. A., Vaingankar, J. A., Picco, L., Sambasivam, R., Pang, S., Chua, B. Y., Ng, L. L., Chua, H. C., Heng, D., Prince, M., & McCrone, P. (2016b). The societal cost of dementia in Singapore: Results from the WiSE Study. Journal of Alzheimer’s Disease, 51(2), 439–449. https://doi.org/10.3233/JAD-150930
   PubMed Web of Science ®Google Scholar
• Abramowitz, M. Z., Greenberg, D., & Levav, I. (2008). Treatment gap in mental health care. Israel Journal of Psychiatry and Related Sciences, 45(2), 80–82.
   PubMed Web of Science ®Google Scholar
• Addo, R., Agyemang, S. A., Tozan, Y., & Nonvignon, J. (2018). Economic Burden of caregiving for persons with severe mental illness in sub-Saharan Africa: A systematic review. PLos One, 13(8), e0199830. https://doi.org/10.1371/journal.pone.0199830
   PubMed Web of Science ®Google Scholar
• American Psychiatric Association (2000). Diagnostic and statistical manual of mental disorders. (4th ed., text revision). American Psychiatric Association.
   Google Scholar
• Beecham, J., & Knapp, M. (1992). Costing psychiatric interventions. Measuring mental health needs. Gaskell. p. 163–183.
   Google Scholar
• Brohan, E., Henderson, C., Wheat, K., Malcolm, E., Clement, S., Barley, E. A., Slade, M., & Thornicroft, G. (2012). Systematic review of beliefs, behaviours and influencing factors associated with disclosure of a mental health problem in the workplace. BMC Psychiatry, 12, 11. https://doi.org/10.1186/1471-244X-12-11
   PubMed Web of Science ®Google Scholar
• Centre for Mental Health. (2010). The economic and social costs of mental health problems in 2009/10. http://www.centreformentalhealth.org.uk/pdfs/Economic_and_social_costs_2010.pdf
   Google Scholar
• Chong, S. A., Abdin, E., Nan, L., Vaingankar, J. A., & Subramaniam, M. (2012). Prevalence and impact of mental and physical comorbidity in the adult Singapore population. Annals of the Academy of Medicine, 41(3), 105–114.
   PubMed Web of Science ®Google Scholar
• Chua, S. N. (2020). The economic cost of mental disorders in Malaysia. The Lancet Psychiatry, 7(4), e23. https://doi.org/10.1016/S2215-0366(20)30091-2
   PubMed Web of Science ®Google Scholar
• Cocker, F., Martin, A., Scott, J., Venn, A., Otahal, P., & Sanderson, K. (2011). Factors associated with presenteeism among employed Australian adults reporting lifetime major depression with 12-month symptoms. Journal of Affective Disorders, 135(1–3), 231–240. https://doi.org/10.1016/j.jad.2011.07.028
   PubMed Web of Science ®Google Scholar
• Curtis, L. (2013). Unit costs of health and social care. Personal Social Services Research Unit, University of Kent.
   Google Scholar
• Department of Statistics. (2013). Singapore statistics – consumer price index. Department of Statistics, Ministry of Trade & Industry, Republic of Singapore.
   Google Scholar
• Department of Statistics. (2019). Singapore population trends. Department of Statistics, Ministry of Trade & Industry.
   Google Scholar
• Doran, C. M., & Kinchin, I. (2019). A review of the economic impact of mental illness. Australian Health Review, 43(1), 43–48. https://doi.org/10.1071/AH16115
   PubMed Web of Science ®Google Scholar
• Epidemiology & Disease Control Division and Institute for Health Metrics and Evaluation (IHME). (2019). The Burden of Disease in Singapore, 1990-2017: An overview of the Global Burden of Disease Study 2017 results. IHME.
   Google Scholar
• Evans-Lacko, S., & Knapp, M. (2016). Global patterns of workplace productivity for people with depression: Absenteeism and presenteeism costs across eight diverse countries. Social Psychiatry and Psychiatric Epidemiology, 51(11), 1525–1537. https://doi.org/10.1007/s00127-016-1278-4
   PubMed Web of Science ®Google Scholar
• Greenberg, P. E., Fournier, A. A., Sisitsky, T., Pike, C. T., & Kessler, R., C. (2015). The economic burden of adults with major depressive disorder in the United States (2005 and 2010). The Journal of Clinical Psychiatry, 76(2), 155–162. https://doi.org/10.4088/JCP.14m09298
   PubMed Web of Science ®Google Scholar
• Gustavsson, A., Svensson, M., Jacobi, F., Allgulander, C., Alonso, J., Beghi, E., Dodel, R., Ekman, M., Faravelli, C., Fratiglioni, L., Gannon, B., Jones, D. H., Jennum, P., Jordanova, A., Jönsson, L., Karampampa, K., Knapp, M., Kobelt, G., Kurth, T., Lieb, R., Linde, M., & Olesen, J. (2011). Cost of disorders of the brain in Europe 2010. European Neuropsychopharmacology, 21(10), 718–779. https://doi.org/10.1016/j.euroneuro.2011.08.008
   PubMed Web of Science ®Google Scholar
• Kessler, R. C., Greenberg, P. E., Mickelson, K. D., Meneades, L. M., & Wang, P. S. (2001). The effects of chronic medical conditions on work loss and work cutback. Journal of Occupational and Environmental Medicine, 43(3), 218–225. https://doi.org/10.1097/00043764-200103000-00009
   PubMed Web of Science ®Google Scholar
• Kessler, R. C., & Ustun, T. B. (2004). The World Mental Health (WMH) survey initiative version of the World Health Organization (WHO) composite international diagnostic interview (CIDI). International Journal of Methods in Psychiatric Research, 13(2), 93–121. https://doi.org/10.1002/mpr.168
   PubMed Web of Science ®Google Scholar
• Kohn, R., Saxena, S., Levav, I., & Saraceno, B. (2004). The treatment gap in mental health care. Bulletin World Health Organization, 82(11), 858–866.
   PubMed Web of Science ®Google Scholar
• Lancet Commission. (2018). Report: Mental illness will cost the world $16 trillion (USD) by 2030. Mental Health Weekly, 28(39), 1–8. https://doi.org/10.1002/mhw.31630
   Google Scholar
• Lee, Y. Y., Ang, S., Chua, H. C., & Subramaniam, M. (2019). Peer support in mental health: A growing movement in Singapore. Annals of the Academy of Medicine, Singapore, 48(3), 95–97.
   PubMed Web of Science ®Google Scholar
• Lee, Y. C., Chatterton, M. L., Magnus, A., Mohebbi, M., Le, L. K., & Mihalopoulos, C. (2017). Cost of high prevalence mental disorders: Findings from the 2007 Australian National Survey of Mental Health and Wellbeing. The Australian and New Zealand Journal of Psychiatry, 51(12), 1198–1211. https://doi.org/10.1177/0004867417710730
   PubMed Web of Science ®Google Scholar
• Liu, Z. (2013). Economic costs of dementia in low and middle income countries [Ph.D. thesis]. King's College London (University of London).
   Google Scholar
• Manning, W. G., & Mullahy, J. (2001). Estimating log models: To transform or not to transform? Journal of Health Economics, 20(4), 461–494. https://doi.org/10.1016/S0167-6296(01)00086-8
   PubMed Web of Science ®Google Scholar
• Ministry of Health. (2010). National health survey. Epidemiology & Disease Control Division, Ministry of Health, Republic of Singapore.
   Google Scholar
• Okumura, Y., & Higuchi, T. (2011). Cost of depression among adults in Japan. Primary Care Companion CNS Disorder, 13(3), PCC.10m01082. https://doi.org/10.4088/PCC.10m01082
   PubMedGoogle Scholar
• Pares-Badell, O., Barbaglia, G., Jerinic, P., Gustavsson, A., Salvador-Carulla, L., & Alonso, J. (2014). Cost of disorders of the brain in Spain. PLOS One, 9(8), e105471. https://doi.org/10.1371/journal.pone.0105471
   PubMed Web of Science ®Google Scholar
• Park, R. E. (1966). Estimation with heteroscedastic error. Econometrica, 34(4), 888. 24, https://doi.org/10.2307/1910108
   Web of Science ®Google Scholar
• Phan, T. P., Alkema, L., Tai, E. S., Tan, K. H. X., Yang, Q., Lim, W.-Y., Teo, Y. Y., Cheng, C.-Y., Wang, X., Wong, T. Y., Chia, K. S., & Cook, A. R. (2014). Forecasting the burden of type 2 diabetes in Singapore using a demographic epidemiological model of Singapore. BMJ Open Diabetes Res Care, 2(1), e000012. https://doi.org/10.1136/bmjdrc-2013-000012
   PubMedGoogle Scholar
• Picco, L., Achilla, E., Abdin, E., Chong, S. A., Vaingankar, J. A., McCrone, P., Chua, H. C., Heng, D., Magadi, H., Ng, L. L., Prince, M., & Subramaniam, M. (2016). Economic burden of multimorbidity among older adults: Impact on healthcare and societal costs. BMC Health Services Research, 16, 173 https://doi.org/10.1186/s12913-016-1421-7
   PubMed Web of Science ®Google Scholar
• Rahman, N., Ng, S. H.-X., Ramachandran, S., Wang, D. D., Sridharan, S., Tan, C. S., Khoo, A., & Tan, X. Q. (2019). Drivers of hospital expenditure and length of stay in an academic medical centre: A retrospective cross-sectional study. BMC Health Services Research, 19(1), 442. https://doi.org/10.1186/s12913-019-4248-1
   PubMedGoogle Scholar
• RANZP. (2016). The economic cost of serious mental illness and comorbidities in Australia and New Zealand. Royal Australian and New Zealand College of Psychiatrists (RANZP).
   Google Scholar
• Stewart, W. F., Ricci, J. A., Chee, E., Hahn, S. R., & Morganstein, D. (2003). Cost of lost productive work time among US workers with depression. JAMA, 289(23), 3135–3144. https://doi.org/10.1001/jama.289.23.3135
   PubMed Web of Science ®Google Scholar
• Subramaniam, M., Abdin, E., Vaingankar, J. A., Nan, L., Heng, D., McCrone, P., & Chong, S. A. (2013). Impact of psychiatric disorders and chronic physical conditions on health-related quality of life: Singapore Mental Health Study. Journal of Affective Disorders, 147(1–3), 325–330. https://doi.org/10.1016/j.jad.2012.11.033
   PubMed Web of Science ®Google Scholar
• Subramaniam, M., Abdin, E., Vaingankar, J. A., Shafie, S., Chua, B. Y., Sambasivam, R., Zhang, Y. J., Shahwan, S., Chang, S., Chua, H. C., Verma, S., James, L., Kwok, K. W., Heng, D., & Chong, S. A. (2019). Tracking the mental health of a nation: prevalence and correlates of mental disorders in the second Singapore mental health study. Epidemiology and Psychiatric Sciences, 29, e29. https://doi.org/10.1017/S2045796019000179
   PubMed Web of Science ®Google Scholar
• Subramaniam, M., Abdin, E., Vaingankar, J. A., Shafie, S., Chua, H. C., Tan, W. M., Tan, K. B., Verma, S., Heng, D., & Chong, S. A. (2020). Minding the treatment gap: results of the Singapore Mental Health Study. Social Psychiatry and Psychiatric Epidemiology, 55(11), 1415–1424. https://doi.org/10.1007/s00127-019-01748-0
   PubMed Web of Science ®Google Scholar
• Subramaniam, M., Picco, L., He, V., Vaingankar, J. A., Abdin, E., Verma, S., Rekhi, G., Yap, M., Lee, J., & Chong, S. A. (2013). Body mass index and risk of mental disorders in the general population: Results from the Singapore Mental Health Study. Journal of Psychosomatic Research, 74(2), 135–141. https://doi.org/10.1016/j.jpsychores.2012.10.009
   PubMed Web of Science ®Google Scholar
• Tan, Y. W., Suppiah, S., Bautista, M. A. C., & Malhotra, R. (2019). Polypharmacy among community-dwelling elderly in Singapore: Prevalence, risk factors and association with medication non-adherence. Proceedings of Singapore Healthcare, 28(4), 224–231. https://doi.org/10.1177/2010105819868485
   Web of Science ®Google Scholar
• Wang, X., Guo, J., Zhang, X., Qu, Z., Tian, D., & Ma, S. (2014). The effects of depression and chronic diseases on the work outcomes of employees: a prospective study in Northwest China. Public Health, 128(8), 734–742. https://doi.org/10.1016/j.puhe.2014.06.007
   PubMed Web of Science ®Google Scholar
• Xu, J., Wang, J., Wimo, A., & Qiu, C. (2016). The economic burden of mental disorders in China, 2005-2013: implications for health policy. BMC Psychiatry, 16, 137. https://doi.org/10.1186/s12888-016-0839-0
   PubMed Web of Science ®Google Scholar