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The effect of mental health on social capital: An instrumental variable analysis

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  • Lebenbaum, Michael
  • Laporte, Audrey
  • de Oliveira, Claire

Abstract

Although a large body of literature has examined the effect of social capital on health and theoretical models suggest a reciprocal relationship between the two variables, there are relatively few studies that have investigated the effect of mental health on social capital. This paper evaluates the impact of mental health on the stock of social capital using data from the cross-sectional 2012 (N = 21,844) and 2002 (N = 31,089) Canadian Community Health Survey – Mental Health editions. Mental health was measured retrospectively as self-rated mental health, past year mental health conditions, and past 30-day psychological distress. Given the reciprocal relationship, we used an instrumental variable approach with family history of mental health problems as the instrument and examined forms of social capital – sense of belonging and workplace social support – that are largely measures of social capital provided by non-family members in the community and workplace. The analysis suggests there are large and significant associations between measures of mental health and both outcomes, which persist in the instrumental variable analyses. These findings highlight the urgent need for policy makers to implement greater prevention and treatment of poor mental health, and provide greater support for individuals with poor mental health so they can build and maintain their social capital.

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  • Lebenbaum, Michael & Laporte, Audrey & de Oliveira, Claire, 2021. "The effect of mental health on social capital: An instrumental variable analysis," Social Science & Medicine, Elsevier, vol. 272(C).
  • Handle: RePEc:eee:socmed:v:272:y:2021:i:c:s0277953621000253
    DOI: 10.1016/j.socscimed.2021.113693
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    1. Souvik Banerjee & Pinka Chatterji & Kajal Lahiri, 2017. "Effects of Psychiatric Disorders on Labor Market Outcomes: A Latent Variable Approach Using Multiple Clinical Indicators," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 184-205, February.
    2. Pinka Chatterji & Margarita Alegría & Mingshan Lu & David Takeuchi, 2007. "Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1069-1090.
    3. Aviv Nevo & Adam M. Rosen, 2012. "Identification With Imperfect Instruments," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 659-671, August.
    4. Susan L. Ettner & Richard G. Frank & Ronald C. Kessler, 1997. "The Impact of Psychiatric Disorders on Labor Market Outcomes," NBER Working Papers 5989, National Bureau of Economic Research, Inc.
    5. Clément de Chaisemartin, 2017. "Tolerating defiance? Local average treatment effects without monotonicity," Quantitative Economics, Econometric Society, vol. 8(2), pages 367-396, July.
    6. Clément de Chaisemartin & Xavier d'Haultfoeuille, 2012. "Late Again with Defiers," PSE Working Papers halshs-00699646, HAL.
    7. Hope Corman & Kelly Noonan & Nancy E Reichman, 2014. "Effects of Maternal Depression on Social Interactions," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 40(2), pages 226-248, March.
    8. Audrey Laporte, 2014. "Chapter 4: Social Capital: An Economic Perspective," World Scientific Book Chapters, in: Sherman Folland & Lorenzo Rocco (ed.), The Economics of Social Capital and Health A Conceptual and Empirical Roadmap, chapter 4, pages 27-43, World Scientific Publishing Co. Pte. Ltd..
    9. Pinka Chatterji & Margarita Alegría & Mingshan Lu & David Takeuchi, 2007. "Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1069-1090, October.
    10. Damian Clarke & Benjamín Matta, 2018. "Practical considerations for questionable IVs," Stata Journal, StataCorp LP, vol. 18(3), pages 663-691, September.
    11. Li, Ting & Zhang, Yanlong, 2015. "Social network types and the health of older adults: Exploring reciprocal associations," Social Science & Medicine, Elsevier, vol. 130(C), pages 59-68.
    12. Sirven, Nicolas & Debrand, Thierry, 2012. "Social capital and health of older Europeans: Causal pathways and health inequalities," Social Science & Medicine, Elsevier, vol. 75(7), pages 1288-1295.
    13. Hau Chyi & Shangyi Mao, 2012. "The Determinants of Happiness of China’s Elderly Population," Journal of Happiness Studies, Springer, vol. 13(1), pages 167-185, March.
    14. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    15. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    16. Rodgers, Justin & Valuev, Anna V. & Hswen, Yulin & Subramanian, S.V., 2019. "Social capital and physical health: An updated review of the literature for 2007–2018," Social Science & Medicine, Elsevier, vol. 236(C), pages 1-1.
    17. Ding, Ning & Berry, Helen L. & O'Brien, Léan V., 2015. "One-year reciprocal relationship between community participation and mental wellbeing in Australia: A panel analysis," Social Science & Medicine, Elsevier, vol. 128(C), pages 246-254.
    18. Landstedt, Evelina & Almquist, Ylva B. & Eriksson, Malin & Hammarström, Anne, 2016. "Disentangling the directions of associations between structural social capital and mental health: Longitudinal analyses of gender, civic engagement and depressive symptoms," Social Science & Medicine, Elsevier, vol. 163(C), pages 135-143.
    19. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    20. Yu, Ge & Sessions, John G. & Fu, Yu & Wall, Martin, 2015. "A multilevel cross-lagged structural equation analysis for reciprocal relationship between social capital and health," Social Science & Medicine, Elsevier, vol. 142(C), pages 1-8.
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    3. Krug, Gerhard & Prechsl, Sebastian, 2022. "Do changes in network structure explain why unemployment damages health? Evidence from German panel data," Social Science & Medicine, Elsevier, vol. 307(C).

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