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The dilemma of dual adaptation to delayed retirement initiative and work model change of gig economy: the influence of late retirement and multiple-job holding on mental health among older workers

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Abstract

Purpose

A growing number of older workers engage in multiple jobs in the context of delayed retirement initiative and the fast-growing gig economy in China. However, it remains unclear whether multiple jobs holding is beneficial to late retirees.

Methods

To preliminarily address this issue, this study applies the data of CHARLS-2015 to examine the effect of late retirement and multiple-job holding on mental health among older adults. Besides, instrumental variables (IVs) regression is conducted to clarify potential endogeneity problem.

Results

It is shown that both late retirement (coef. = − 2.726, p < 0.01) and multiple-job holding (coef. = − 1.523, p < 0.01) alleviate depression among older adults. However, multiple-job holding would weaken the relationship between late retirement and depression (coef. = 2.019, p < 0.01).

Conclusion

The findings suggest that although the modest engagement in late careers and multiple-job holding could benefit mental health, respectively, the overlap of them could be overburdened for older adults. Policymakers should be aware of the occupational risk of multiple-job holding when incentivizing the delayed retirement to address the population aging.

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Availability of data and materials

The data used in this study are open source and publicly available. The data were available upon reasonable request via online application to the China Health and Retirement Longitudinal Study (CHARLS) research program.

References

  • Bamberry L, Campbell L (2012) Multiple job holders in Australia: motives and personal impact. Aust Bull Labour 38(4):293–314

    Google Scholar 

  • Barnett RC, Marshall NL, Raudenbush SW, Brennan RT (1993) Gender and the relationship between job experiences and psychological distress: a study of dual-earner couples. J Pers Soc Psychol 64(5):794–806

    Article  CAS  Google Scholar 

  • Bonsang E, Klein TJ (2012) Retirement and subjective well-being. J Econ Behav Organ 83(3):311–329

    Article  Google Scholar 

  • Bouwhuis S, Garde AH, Geuskens GA, Boot CRL, Bongers PM, van der Beek AJ (2017) The longitudinal association between multiple job holding and long-term sickness absence among Danish employees: an explorative study using register-based data. Int Arch Occup Environ Health 90(8):799–807

    Article  Google Scholar 

  • Bouwhuis S, De Wind A, De Kruif A, Geuskens GA, Van der Beek AJ, Bongers PM, Boot CRL (2018) Experiences with multiple job holding: a qualitative study among Dutch older workers. BMC Public Health 18(1):1054

    Article  CAS  Google Scholar 

  • Bouwhuis S, Geuskens GA, Boot CRL, Van der Beek AJ, Bongers PM (2019) Health differences between multiple and single job holders in precarious employment in the Netherlands: a cross-sectional study among Dutch workers. PLoS ONE 14(9):e0222217

    Article  CAS  Google Scholar 

  • Brondolo E, Wellington R, Brondolo EM, Brondolo TJ, Delahanty D (2012) Work-related predictors of psychological distress among medical examiner and coroner personnel. Acad Forensic Pathol 2(1):80–91

    Article  Google Scholar 

  • Bronfenbrenner U, Morris PA (2006) The bioecological model of human development. In: Damon W, Lerner RM (eds) Handbook of child psychology Vol. 1: theoretical models of human development, 6th edn. John Wiley, New York, pp 793–828

    Google Scholar 

  • Bruns A, Pilkauskas N (2019) Multiple job holding and mental health among low-income mothers. Womens Health Issues 29(3):205–212

    Article  Google Scholar 

  • Buxton JW, Singleton N, Melzer D (2005) The mental health of early retirees: National interview survey in Britain. Soc Psychiatry Psychiatr Epidemiol: Int J Res Soc Genet Epidemiol Ment Health Services 40(2):99–105

    Article  Google Scholar 

  • Carton AM (2018) “I’m not mopping the floors i’m putting a man on the moon”: How NASA leaders enhanced the meaningfulness of work by changing the meaning of work. Adm Sci Q 63(2):323–369

    Article  Google Scholar 

  • CHARLS (2015). http://charls.pku.edu.cn/pages/data/2015-charls-wave4/zh-cn.html

  • Coe NB, Zamarro G (2008) Retirement effects on health in Europe. J Health Econ 30(1):77–86

    Article  Google Scholar 

  • Dave D, Rashad I, Spasojevic J (2008) The effects of retirement on physical and mental health outcomes. South Econ J 75(2):497–523

    Article  Google Scholar 

  • Dickey H, Watson V, Zangelidis A (2011) Is it all about money? An examination of the motives behind moonlighting. Appl Econ 43(26):3767–3774

    Article  Google Scholar 

  • Eurostat (2018) Labor force survey database. https://eceuropaeu/eurostat/web/lfs/data/database. Accessed 12 Feb 2021

  • Fouad NA, Bynner J (2008) Work transitions. Am Psychol 63(4):241–251

    Article  Google Scholar 

  • Gianfredi V, Patti A, Amerio A, Fracella B, Gaetti G, Vigezzi GP, Odone A (2020) Impact of retirement on depression a systematic review. Eur J Public Health. https://doi.org/10.1093/eurpub/ckaa166.1067

    Article  Google Scholar 

  • Gill SC, Butterworth P, Rodgers B, Anstey KJ, Villamil E, Melzer D (2006) Mental health and the timing of men’s retirement. Soc Psychiatry Psychiatr Epidemiol 41(7):515–522

    Article  Google Scholar 

  • Goodpaster BH, Park SW, Harris TB, Kritchevsky SB, Nevitt M, Schwartz AV, Simonsick EM, Tylavsky FA, Visser M, Newman AB (2006) The loss of skeletal muscle strength mass and quality in older adults: the health aging and body composition study. J Gerontol A Biol Sci Med Sci 61(10):1059–1064

    Article  Google Scholar 

  • Green F, Mostafa T, Parent-Thirion A, Vermeylen G, van Houten G, Biletta I, Lyly-Yrjanainen M (2013) Is job quality becoming more unequal? Ind Labor Relat Rev 66(4):753–784

    Article  Google Scholar 

  • Haan P, Tolan S (2019) Labor supply and fiscal effects of partial retirement-the role of entry age and the timing of pension benefits. J Econ Ageing 14:100187

    Article  Google Scholar 

  • Hardie JH, Daw J, Gaddis SM (2019) Job characteristics job preferences and physical and mental health in later life. Socius: Sociol Res Dyn World 5:1–18

    Article  Google Scholar 

  • Hsu M, Huang X, Yupho S (2015) The development of universal health insurance coverage in Thailand: challenges of population aging and informal economy. Soc Sci Med 145:227–236

    Article  Google Scholar 

  • Ilmarinen J (2006) The ageing workforce–challenges for occupational health. Occup Med (oxford England) 56(6):362–364

    Article  CAS  Google Scholar 

  • Jamal M, Baba VV, Riviére R (1998) Job stress and well-being of moonlighters: the perspective of deprivation or aspiration revisited. Stress Health 14(3):195–202

    Google Scholar 

  • Kohn ML, Schooler C (1982) Job conditions and personality: a longitudinal assessment of their reciprocal effects. Am J Sociol 87(6):1257–1286

    Article  Google Scholar 

  • Kompier MAJ (2006) New systems of work organization and workers’ health. Scand J Work Environ Health 32(6):421–430

    Article  Google Scholar 

  • Lawton MP, Nahemow L (1973) Ecology and the aging process. In: Eisdorfer C, Lawton MP (eds) Psychology of adult development and aging. American Psychological Association, Washington, DC, pp 619–674

    Chapter  Google Scholar 

  • Li J, Yuan B, Lan J (2021) The influence of late retirement on health outcomes among older adults in the policy context of delayed retirement initiative: an empirical attempt of clarifying identification bias. Arch Public Health 79(1):59

    Article  Google Scholar 

  • Ling Y, Song Z, Yu Y, Jiang T (2021) Dealing with an aging China-delaying retirement or the second-child policy? PLoS ONE 16(1):e0242252

    Article  CAS  Google Scholar 

  • Mai QD, Hill TD, Vila-Henninger L, Grandner MA (2019) Employment insecurity and sleep disturbance: evidence from 31 European countries. J Sleep Res 28(1):e12763

    Article  Google Scholar 

  • Makarski K, Tyrowicz J (2019) On welfare effects of increasing retirement age. J Policy Model 41(4):718–746

    Article  Google Scholar 

  • Marucci-Wellman HR, Lombardi DA, Willetts JL (2016) Working multiple jobs over a day or a week: short-term effects on sleep duration. Chronobiol Int: J Biol Med Rhythm Res 33(6):630–649

    Article  Google Scholar 

  • Mc Carthy VJC, Cronly J, Perry IJ (2017) Job characteristics and mental health for older workers. Occup Med 67(5):394–400

    Article  CAS  Google Scholar 

  • Melchior M, Berkman LF, Niedhammer I, Zins M, Goldberg M (2007) The mental health effects of multiple work and family demands: a prospective study of psychiatric sickness absence in the French GAZEL study. Soc Psychiatry Psychiatr Epidemiol 42(7):573–582

    Article  Google Scholar 

  • Miyazaki K (2014) The effects of the raising-the-official-pension-age policy in an overlapping generations economy. Econ Lett 123(3):329–332

    Article  Google Scholar 

  • Moen P (1996) A life course perspective on retirement gender and well-being. J Occup Health Psychol 1(2):131–144

    Article  CAS  Google Scholar 

  • Mor-Barak ME (1995) The meaning of work for older adults seeking employment: the generativity factor. Int J Aging Hum Dev 41(4):325–344

    Article  CAS  Google Scholar 

  • Mosca I, Barrett A (2016) The impact of voluntary and involuntary retirement on mental health: evidence from older Irish adults. J Ment Health Policy Econ 19(1):33–44

    Google Scholar 

  • Panos GA, Pouliakas K, Zangelidis A (2014) Multiple job holding skill diversification and mobility. Ind Relat 53(2):223–272

    Article  Google Scholar 

  • Paul KI, Batinic B (2010) The need for work: Jahoda’s latent functions of employment in a representative sample of the German population. J Organ Behav 31(1):45–64

    Article  Google Scholar 

  • Rohwedder S, Willis RJ (2010) Mental retirement. J Econ Perspect 24(1):119–138

    Article  Google Scholar 

  • Siegrist J (1996) Adverse health effects of high-effort/low-reward conditions. J Occup Health Psychol 1(1):27–41

    Article  CAS  Google Scholar 

  • Stansfeld S, Candy B (2006) Psychosocial work environment and mental health–a meta-analytic review. Scand J Work Environ Health 32(6):443–462

    Article  Google Scholar 

  • Thoits PA (2011) Mechanisms linking social ties and support to physical and mental health. J Health Soc Behav 52(2):145–161

    Article  Google Scholar 

  • United Nations (2015) World population ageing 2015 (Reprinted). https://www.un.org/en/development/desa/population/publications/pdf/ageing/WPA2015_Report.pdf

  • US Bureau of Labor Statistics (2018) Multiple jobholders as a percent of employed (seasonally adjusted). https://fred.stlouisfed.org/series/LNS12026620

  • Wells N (2016 Oct 13th) The "Gig Economy" is growing - and now we know how much CNBC. http://www.cnbccom/2016/10/13/gig-economy-is-growing-heres-how-much.html

  • Wolitzky-Taylor KB, Castriotta N, Lenze EJ, Stanley MA, Craske MG (2010) Anxiety disorders in older adults: a comprehensive review. Depress Anxiety 27(2):190–211

    Article  Google Scholar 

  • Wu Z, Baimbridge M, Zhu Y (2009) Multiple job holding in the United Kingdom: evidence from the British household panel survey. Appl Econ 41(21):2751–2766

    Article  Google Scholar 

  • Yoon HJ, Choi JW, Jang SY, Lee SA, Park EC (2017) The effect of job loss on depressive symptoms: the results from the Korean welfare panel study (2007–2013). Int J Soc Psychiatry 63(1):57–62. https://doi.org/10.1177/0020764016681590

    Article  Google Scholar 

  • Yuan B, Huang C, Liang W, Li J, Zhong S (2020) Curvilinear relations between parallel multiple jobs and physical activities functioning/mental health problems: the evidence from an agriculture population. J Occup Environ Med 62(12):e688–e695

    Article  Google Scholar 

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Acknowledgements

We sincerely thanked the CHARLS research team, Open Research Data Platform, Institute for Social Science Survey, National School of Development, Peking University who conducted the national random stratified sampling and publicized their research data. We also thanked participants of seminars for providing valuable advices to improve this manuscript.

Funding

We appreciate the support from National Social Science Fund of China (20CTY017).

Author information

Authors and Affiliations

Authors

Contributions

YB conceptualized the manuscript and was responsible for the formal analysis; ZT was responsible for the writing—original article (partial), LJ was responsible for the writing—original article (partial), writing—review and editing; all the authors have read and approved the submission.

Corresponding author

Correspondence to Jiannan Li.

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Conflict of interest

The authors of this study had no competing interest to declare.

Ethical approval

The ethical approval and informed consent were not necessary as this study used publicly available data from China Health and Retirement Longitudinal Study (CHARLS) and authors had no contact to human-related materials. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applied to the data made available in this article, unless otherwise stated in a credit line to the data. Besides, the CHARLS research team obtained ethics approval (license numbers: IRB00001052–11015, IRB00001052–14030, and IRB00001052–17053) from the institutional review board of the Peking University National School of Development.

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All respondents provided written informed consent. If the respondent was illiterate, he/she would press the fingerprint after the interviewer dictated the content of the informed consent.

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Yuan, B., Zhang, T. & Li, J. The dilemma of dual adaptation to delayed retirement initiative and work model change of gig economy: the influence of late retirement and multiple-job holding on mental health among older workers. Int Arch Occup Environ Health 95, 1067–1078 (2022). https://doi.org/10.1007/s00420-021-01830-8

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  • DOI: https://doi.org/10.1007/s00420-021-01830-8

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