Skip to main content

Advertisement

Log in

Patterns of productive activity engagement among older adults in urban China

  • Original Investigation
  • Published:
European Journal of Ageing Aims and scope Submit manuscript

Abstract

This study aims to identify patterns of productive activity engagement among older adults in urban China. Once patterns are identified, we further explore how a set of individual characteristics is associated with these patterns. Using data from the 2011 baseline survey of the China Health and Retirement Longitudinal Study (CHARLS), we performed a latent class analysis (LCA) on a national representative sample of adults aged 60 years and over (N = 3019). A specified range of productive activity indicators that fit the context of urban China was used for performing LCA (including working, grandchildren’s care, parental care, spousal care, informal helping, and formal volunteering). A multinomial logistic regression was used to assess whether individual characteristics are associated with the identified patterns. The results indicated that a four-class model fit the data well, with the interpretable set of classes: spouse carer (51.2 %), working grandparents (21.7 %), multifaceted contributor (16.6 %), and light-engaged volunteer (10.5 %). Age, gender, education, number of children, proximity with the nearest child, household composition and functional status contributed to differentiating these classes. This study captured the reality of productive engagement among older adults by drawing attention to how multiple productive activities intersect in later-life stages. Our findings have implications for policy-makers, health care practitioners, and community advocates to develop programs that facilitate this aging population in assuming meaningful productive activities.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Baker LA, Cahalin LP, Gerst K, Burr JA (2005) Productive activities and subjective well-being among older adults: the influence of number of activities and time commitment. Soc Indic Res 73:431–458. doi:10.1007/s11205-005-0805-6

    Article  Google Scholar 

  • Bass S, Caro F (1993) Achieving a productive aging society. Auburn House Pub. Co, London

    Google Scholar 

  • Bukov A, Maas I, Lampert T (2002) Social participation in very old age: cross-sectional and longitudinal findings from BASE. J Gerontol B Psychol Sci Soc Sci 57B:P510–P517. doi:10.1093/geronb/57.6.P510

    Article  Google Scholar 

  • Burr JA, Choi NG, Mutchler JE, Caro FG (2005) Caregiving and volunteering: are private and public helping behaviors linked? J Gerontol B Psychol Sci Soc Sci 60:S247–S256

    Article  Google Scholar 

  • Burr JA, Mutchler JE, Caro FG (2007) Productive activity clusters among middle-aged and older adults: intersecting forms and time commitments. J Gerontol B Psychol Sci Soc Sci 62:S267–S275

    Article  Google Scholar 

  • Bussell H, Forbes D (2002) Understanding the volunteer market: the what, where, who and why of volunteering. Int J Nonprofit Volunt Sect Mark 7:244–257

    Article  Google Scholar 

  • Butler RN, Schechter M (1995) Productive aging. The encyclopedia of aging. Springer, New York, pp 763–764

    Google Scholar 

  • Carr DC, Kail BL (2013) The influence of unpaid work on the transition out of full-time paid work. Gerontologist 53:92–101. doi:10.1093/geront/gns080

    Article  Google Scholar 

  • Cheng S-T, Chan AC (2006) Filial piety and psychological well-being in well older Chinese. J Gerontol B Psychol Sci Soc Sci 61:P262–P269

    Article  Google Scholar 

  • Choi LH (2003) Factors affecting volunteerism among older adults. J Appl Gerontol 22:179–196. doi:10.1177/0733464803022002001

    Article  Google Scholar 

  • Choi NG, Burr JA, Mutchler JE, Caro FG (2007) Formal and informal volunteer activity and spousal caregiving among older adults. Res Aging 29:99–124. doi:10.1177/0164027506296759

    Article  Google Scholar 

  • Chumbler NR, Pienta AM, Dwyer JW (2004) The depressive symptomatology of parent care among the near elderly: the influence of multiple role commitments. Res Aging 26:330–351. doi:10.1177/0164027503262425

    Article  Google Scholar 

  • CNCA (2008) White paper of China’s ageing undertakings. China National Committee on Ageing. http://www.cnca.org.cn/en/iroot10075/4028e47d18edb7d401190901aefd098b.html. Accessed 20 May 2016

  • Dosman D, Fast J, Chapman SA, Keating N (2006) Retirement and productive activity in later life. J Fam Econ Issues 27:401–419. doi:10.1007/s10834-006-9022y

    Article  Google Scholar 

  • Farkas JI, Himes CL (1997) The influence of caregiving and employment on the voluntary activities of midlife and older women. J Gerontol B Psychol Sci Soc Sci 52:S180–S189

    Article  Google Scholar 

  • Gonzales E, Matz-Costa C, Morrow-Howell N (2015) Increasing opportunities for the productive engagement of older adults: a response to population aging. Gerontologist 55:252–261

    Article  Google Scholar 

  • Gordon JR, Pruchno RA, Wilson-Genderson M, Murphy WM, Rose M (2012) Balancing caregiving and work: role conflict and role strain dynamics. J Fam Issues 33:662–689. doi:10.1177/0192513x11425322

    Article  Google Scholar 

  • Hagenaars JA, McCutcheon AL (2002) Applied latent class analysis. Cambridge University Press, New York

    Book  Google Scholar 

  • Hank K (2011) Societal determinants of productive aging: a multilevel analysis across 11 European countries. Eur Sociol Rev 27:526–541. doi:10.1093/esr/jcq023

    Article  Google Scholar 

  • Herzog AR, Kahn RL, Morgan JN, Jackson JS, Antonucci TC (1989) Age differences in productive activities. J Gerontol 44:S129–S138

    Article  Google Scholar 

  • Hinterlong JE, Morrow-Howell N, Rozario PA (2007) Productive engagement and late life physical and mental health—findings from a nationally representative panel study. Res Aging 29:348–370. doi:10.1177/0164027507300806

    Article  Google Scholar 

  • Hogan DP, Eggebeen DJ, Clogg CC (1993) The structure of intergenerational exchanges in American families. Am J Sociol 1:1428–1458

    Article  Google Scholar 

  • Hooyman NR, Kiyak HA (2008) Social gerontology: a multidisciplinary perspective. Pearson Education, Upper Saddle River

    Google Scholar 

  • Jang Y, Mortimer JA, Haley WE, Graves ARB (2004) The role of social engagement in life satisfaction: its significance among older individuals with disease and disability. J Appl Gerontol 23:266–278

    Article  Google Scholar 

  • Jegermalm M, Grassman EJ (2013) Links between informal caregiving and volunteering in Sweden: a 17-year perspective. Euro J Soc Work 16:205–219

    Article  Google Scholar 

  • Jegermalm M, Jeppsson Grassman E (2009) Caregiving and volunteering among older people in Sweden—prevalence and profiles. J Aging Soc Policy 21:352–373

    Article  Google Scholar 

  • Jung Y (2011) Engagement in productive activities and well-being in later life. Dissertation, University of California

  • Lee Y, Tang F (2013) More caregiving, less working: caregiving roles and gender difference. J Appl Gerontol. doi:10.1177/0733464813508649

    Google Scholar 

  • Lennartsson C, Silverstein M (2001) Does engagement with life enhance survival of elderly people in Sweden? The role of social and leisure activities. J Gerontol B Psychol Sci Soc Sci 56:S335–S342. doi:10.1093/geronb/56.6.S335

    Article  Google Scholar 

  • Li H, Chi I, Xu L (2010) Factors associated with volunteerism among community-living older adults in urban China. Soc Dev 32:62–75

    Google Scholar 

  • Li YW, Xu L, Chi I, Guo P (2014) Participation in productive activities and health outcomes among older adults in urban China. Gerontologist 54:784–796. doi:10.1093/geront/gnt106

    Article  Google Scholar 

  • Ling DC, Chi I (2008) Determinants of work among older adults in urban China. Aust J Ageing 27:126–133. doi:10.1111/j.1741-6612.2008.00307.x

    Article  Google Scholar 

  • Lo Y, Mendell NR, Rubin DB (2001) Testing the number of components in a normal mixture. Biometrika 88:767–778

    Article  Google Scholar 

  • Lum TY (2013) Advancing research on productive aging activities in greater Chinese societies. Ageing Int 38:171–178. doi:10.1007/s12126-012-9171-2

    Article  Google Scholar 

  • Lum TY, Lightfoot E (2005) The effects of volunteering on the physical and mental health of older people. Res Aging 27:31–55

    Article  Google Scholar 

  • Mjelde-Mossey LA, Chin I, Lubben J, Lou VWQ (2009) Relationship between productive activities, family relations, and aging well for elders in China. Journal of Ethnic and Cultural Diversity in Social Work 18:276–292. doi:10.1080/15313200903310742

    Article  Google Scholar 

  • Morrow-Howell N, Wang Y (2013) Productive engagement of older adults: elements of a cross-cultural research agenda. Ageing Int 38:159–170

    Article  Google Scholar 

  • Morrow-Howell N, Hinterlong J, Sherraden M (2001) Productive aging: theoretical choices and directions. In: Morrow-Howell N, Hinterlong J, Sherraden M (eds) Productive aging: concepts and challenges. Johns Hopkins University Press, Baltimore

    Google Scholar 

  • Mutchler JE, Burr JA, Caro FG (2003) From paid worker to volunteer: leaving the paid workforce and volunteering in later life. Soc Forces 81:1267–1293

    Article  Google Scholar 

  • Muthén LK, Muthén BO (2010) Mplus user’s guide, v. 6.1 Los Angeles, CA: Muthén & Muthén

  • Nylund KL, Asparouhov T, Muthén BO (2007) Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study. Struct Equ Model 14:535–569

    Article  Google Scholar 

  • Peng D, Fei W (2013) Productive ageing in China: development of concepts and policy practice. Ageing Int 38:4–14. doi:10.1007/s12126-012-9169-9

    Article  Google Scholar 

  • Penning MJ, Wu Z (2015) Caregiver stress and mental health: Impact of caregiving relationship and gender. Gerontologist gnv038

  • Pinquart M, Sörensen S (2011) Spouses, adult children, and children-in-law as caregivers of older adults: a meta-analytic comparison. Psychol Aging 26:1

    Article  Google Scholar 

  • Robison J, Fortinsky R, Kleppinger A, Shugrue N, Porter M (2009) A broader view of family caregiving: effects of caregiving and caregiver conditions on depressive symptoms, health, work, and social isolation. J Gerontol B Psychol Sci Soc Sci 64B:788–798. doi:10.1093/geronb/gbp015

    Article  Google Scholar 

  • Rozario PA, Morrow-Howell N, Hinterlong JE (2004) Role enhancement or role strain assessing the impact of multiple productive roles on older caregiver well-being. Res Aging 26:413–428

    Article  Google Scholar 

  • Security HRaS (2013) China population and employment statistics yearbook. National Bureau of Statistics of China. http://www.stats.gov.cn/tjsj/ndsj/2014/indexeh.htm. Accessed 20 May 2016

  • Silverstein M, Cong Z, Li S (2006) Intergenerational transfers and living arrangements of older people in rural China: consequences for psychological well-being. J Gerontol B Psychol Sci Soc Sci 61:S256–S266

    Article  Google Scholar 

  • Sun J (2013) Chinese older adults taking care of grandchildren: practices and policies for productive aging. Ageing Int 38:58–70. doi:10.1007/s12126-012-9161-4

    Article  Google Scholar 

  • Szinovacz ME, Davey A (2006) Effects of retirement and grandchild care on depressive symptoms. Int J Aging Human Dev 62:1–20

    Article  Google Scholar 

  • Trukeschitz B, Schneider U, Mühlmann R, Ponocny I (2013) Informal eldercare and work-related strain. J Gerontol B Psychol Sci Soc Sc 68:257–267. doi:10.1093/geronb/gbs101

    Article  Google Scholar 

  • Van Willigen M (2000) Differential benefits of volunteering across the life course. J Gerontol B Psychol Sci Soc Sci 55:S308–S318

    Article  Google Scholar 

  • Vermunt JK, Magidson J (eds) (2002) Applied latent class analysis. Cambridge University Press, New York

    Google Scholar 

  • Wahrendorf M, Siegrist J (2010) Are changes in productive activities of older people associated with changes in their well-being? Results of a longitudinal European study. Eur J Ageing 7:59–68

    Article  Google Scholar 

  • Wilson J, Musick M (1997) Who cares? Toward an integrated theory of volunteer work. Am Sociol Rev: 694–713

  • Xie B (2008) Civic engagement among older Chinese internet users. J Appl Gerontol 27:424–445. doi:10.1177/0733464808315292

    Article  Google Scholar 

  • Zhao Y et al (2013) China health and retirement longitudinal study–2011–2012 national baseline users’ guide. National School of Development, Peking University, Beijing

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wei Qun Lou.

Additional information

Responsible editor: H. Litwin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, H., Lou, W.Q. Patterns of productive activity engagement among older adults in urban China. Eur J Ageing 13, 361–372 (2016). https://doi.org/10.1007/s10433-016-0387-y

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10433-016-0387-y

Keywords

Navigation