IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v100y2014icp115-122.html
   My bibliography  Save this article

The effect of unpaid caregiving intensity on labour force participation: Results from a multinomial endogenous treatment model

Author

Listed:
  • Nguyen, Ha Trong
  • Connelly, Luke Brian

Abstract

It is well acknowledged that the intensity of caregiving affects the labour force participation of caregivers. The literature so far has not, however, been able to control effectively for the endogeneity of caregiving intensity. This paper contributes by dealing with the endogeneity of unpaid caregiving intensity when examining its impact on the labour force participation of caregivers. We distinguish between care provided to people who cohabit with the care recipient and care provided to recipients who reside elsewhere, as well as between primary and secondary caring roles. We address the endogeneity of selection in various care intensity roles via an instrumental variables approach, using the health status of potential care recipients as instruments. Data from wave 8 of the Household Income and Labour Dynamics in Australia survey which was undertaken in 2008 are used. We focus on a sample of 7845 working age males and females. Ruling out the endogeneity of any caregiving intensity role, we find that caregiving has a significant deterrent effect on caregivers' employment. This deterrent effect however is concentrated among those who identify as the main caregiver and the result appears to be the same irrespective of gender. Providing care as the main caregiver reduces the probability of employment by approximately 12 percentage points for both males and females, regardless of whether or not the caregivers cohabit with the care recipients. By contrast, we find no statistically significant impact of providing care as a secondary caregiver on the employment probabilities of either males or females. These results are germane to the development of policies that may affect informal caregiving and, thereby, the labour force decisions of carers.

Suggested Citation

  • Nguyen, Ha Trong & Connelly, Luke Brian, 2014. "The effect of unpaid caregiving intensity on labour force participation: Results from a multinomial endogenous treatment model," Social Science & Medicine, Elsevier, vol. 100(C), pages 115-122.
  • Handle: RePEc:eee:socmed:v:100:y:2014:i:c:p:115-122
    DOI: 10.1016/j.socscimed.2013.10.031
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953613005790
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2013.10.031?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Steven Stern, 1995. "Estimating Family Long-Term Care Decisions in the Presence of Endogenous Child Characteristics," Journal of Human Resources, University of Wisconsin Press, vol. 30(3), pages 551-580.
    2. Carmichael, F. & Charles, S. & Hulme, C., 2010. "Who will care? Employment participation and willingness to supply informal care," Journal of Health Economics, Elsevier, vol. 29(1), pages 182-190, January.
    3. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    4. Partha Deb & Pravin K. Trivedi, 2006. "Maximum simulated likelihood estimation of a negative binomial regression model with multinomial endogenous treatment," Stata Journal, StataCorp LP, vol. 6(2), pages 246-255, June.
    5. Andreas Kotsadam, 2012. "The employment costs of caregiving in Norway," International Journal of Health Economics and Management, Springer, vol. 12(4), pages 269-283, December.
    6. K. Bolin & B. Lindgren & P. Lundborg, 2008. "Informal and formal care among single‐living elderly in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 393-409, March.
    7. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    8. David Casado-Marín & Pilar García-Gómez & Ángel López-Nicolás, 2011. "Informal care and labour force participation among middle-aged women in Spain," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 2(1), pages 1-29, March.
    9. Van Houtven, Courtney Harold & Coe, Norma B. & Skira, Meghan M., 2013. "The effect of informal care on work and wages," Journal of Health Economics, Elsevier, vol. 32(1), pages 240-252.
    10. Annika Meng, 2013. "Informal home care and labor-force participation of household members," Empirical Economics, Springer, vol. 44(2), pages 959-979, April.
    11. Partha Deb & Pravin K. Trivedi, 2006. "Specification and simulated likelihood estimation of a non-normal treatment-outcome model with selection: Application to health care utilization," Econometrics Journal, Royal Economic Society, vol. 9(2), pages 307-331, July.
    12. Sloan, Frank A & Picone, Gabriel & Hoerger, Thomas J, 1997. "The Supply of Children's Time to Disabled Elderly Parents," Economic Inquiry, Western Economic Association International, vol. 35(2), pages 295-308, April.
    13. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    14. Rie Fujisawa & Francesca Colombo, 2009. "The Long-Term Care Workforce: Overview and Strategies to Adapt Supply to a Growing Demand," OECD Health Working Papers 44, OECD Publishing.
    15. Berecki-Gisolf, Janneke & Lucke, Jayne & Hockey, Richard & Dobson, Annette, 2008. "Transitions into informal caregiving and out of paid employment of women in their 50s," Social Science & Medicine, Elsevier, vol. 67(1), pages 122-127, July.
    16. Bonsang, Eric, 2009. "Does informal care from children to their elderly parents substitute for formal care in Europe?," Journal of Health Economics, Elsevier, vol. 28(1), pages 143-154, January.
    17. Carmichael, Fiona & Charles, Sue, 1998. "The labour market costs of community care1," Journal of Health Economics, Elsevier, vol. 17(6), pages 747-765, December.
    18. Laura Crespo, 2006. "Caring for Parents and Employment Status of European Mid-Life Women," Working Papers wp2006_0615, CEMFI.
    19. Bolin, K. & Lindgren, B. & Lundborg, P., 2008. "Your next of kin or your own career?: Caring and working among the 50+ of Europe," Journal of Health Economics, Elsevier, vol. 27(3), pages 718-738, May.
    20. Commission, Productivity, 2011. "Disability Care and Support," Inquiry Reports, Productivity Commission, Government of Australia, volume 0, number 54.
    21. Liliana E. Pezzin & Barbara Steinberg Schone, 1999. "Intergenerational Household Formation, Female Labor Supply and Informal Caregiving: A Bargaining Approach," Journal of Human Resources, University of Wisconsin Press, vol. 34(3), pages 475-503.
    22. Heitmueller, Axel, 2007. "The chicken or the egg?: Endogeneity in labour market participation of informal carers in England," Journal of Health Economics, Elsevier, vol. 26(3), pages 536-559, May.
    23. Spieß, Christa Katharina & Schneider, A. Ulrike, 2003. "Interactions between care-giving and paid work hours among European midlife women, 1994 to 1996," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(01), pages 41-68.
    24. Leigh, Andrew, 2010. "Informal care and labor market participation," Labour Economics, Elsevier, vol. 17(1), pages 140-149, January.
    25. Hassink, Wolter H.J. & Van den Berg, Bernard, 2011. "Time-bound opportunity costs of informal care: Consequences for access to professional care, caregiver support, and labour supply estimates," Social Science & Medicine, Elsevier, vol. 73(10), pages 1508-1516.
    26. Fiona Carmichael & Susan Charles, 2003. "Benefit payments, informal care and female labour supply," Applied Economics Letters, Taylor & Francis Journals, vol. 10(7), pages 411-415.
    27. Susan Ettner, 1995. "The impact of “parent care” on female labor supply decisions," Demography, Springer;Population Association of America (PAA), vol. 32(1), pages 63-80, February.
    28. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    29. Michaud, Pierre-Carl & Heitmueller, Axel & Nazarov, Zafar, 2010. "A dynamic analysis of informal care and employment in England," Labour Economics, Elsevier, vol. 17(3), pages 455-465, June.
    30. Carmichael, Fiona & Charles, Susan, 2003. "The opportunity costs of informal care: does gender matter?," Journal of Health Economics, Elsevier, vol. 22(5), pages 781-803, September.
    31. V. Spike Peterson, 2013. "Informal work," Chapters, in: Deborah M. Figart & Tonia L. Warnecke (ed.), Handbook of Research on Gender and Economic Life, chapter 11, pages 169-182, Edward Elgar Publishing.
    32. Commission, Productivity, 2011. "Caring for older Australians," Inquiry Reports, Productivity Commission, Government of Australia, number 53.
    33. Norton, Edward C., 2000. "Long-term care," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 17, pages 955-994, Elsevier.
    34. Ciani, Emanuele, 2012. "Informal adult care and caregivers' employment in Europe," Labour Economics, Elsevier, vol. 19(2), pages 155-164.
    35. Lilly, Meredith B. & Laporte, Audrey & Coyte, Peter C., 2010. "Do they care too much to work? The influence of caregiving intensity on the labour force participation of unpaid caregivers in Canada," Journal of Health Economics, Elsevier, vol. 29(6), pages 895-903, December.
    36. Gourieroux, Christian & Monfort, Alain, 1997. "Simulation-based Econometric Methods," OUP Catalogue, Oxford University Press, number 9780198774754.
    37. Susan L. Ettner, 1996. "The Opportunity Costs of Elder Care," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 189-205.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Heger, Dörte & Korfhage, Thorben, 2017. "Does the negative effect of caregiving on work persist over time?," Ruhr Economic Papers 703, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. Bauer, Jan Michael & Sousa-Poza, Alfonso, 2015. "Impacts of Informal Caregiving on Caregiver Employment, Health, and Family," IZA Discussion Papers 8851, Institute of Labor Economics (IZA).
    3. Yoko Niimi, 2018. "Does providing informal elderly care hasten retirement? Evidence from Japan," Review of Development Economics, Wiley Blackwell, vol. 22(3), pages 1039-1062, August.
    4. Jacobs, Josephine C. & Van Houtven, Courtney H. & Laporte, Audrey & Coyte, Peter C., 2015. "Baby Boomer caregivers in the workforce: Do they fare better or worse than their predecessors?," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 89-101.
    5. Nishimura, Y.; Oikawa, M.;, 2017. "Effects of Informal Elderly Care on Labor Supply: Exploitation of Government Intervention on the Supply Side of Elderly Care Market," Health, Econometrics and Data Group (HEDG) Working Papers 17/02, HEDG, c/o Department of Economics, University of York.
    6. Geyer, J.; Korfhage, T.;, 2017. "Long-term care reform and the labor supply of informal caregivers – evidence from a quasi-experiment," Health, Econometrics and Data Group (HEDG) Working Papers 17/20, HEDG, c/o Department of Economics, University of York.
    7. Norton, E.C., 2016. "Health and Long-Term Care," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 951-989, Elsevier.
    8. Andreas Kotsadam, 2012. "The employment costs of caregiving in Norway," International Journal of Health Economics and Management, Springer, vol. 12(4), pages 269-283, December.
    9. Costa-Font, Joan & Vilaplana-Prieto, Cristina, 2023. "Caregiving subsidies and spousal early retirement intentions," Journal of Pension Economics and Finance, Cambridge University Press, vol. 22(4), pages 550-589, October.
    10. Miriam Marcén & José Molina, 2012. "Informal caring-time and caregiver satisfaction," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(6), pages 683-705, December.
    11. Cristina Vilaplana Prieto & Sergi Jiménez-Martín, 2015. "Unmet needs in formal care: kindling the spark for caregiving behavior," International Journal of Health Economics and Management, Springer, vol. 15(2), pages 153-184, June.
    12. Johannes Geyer & Thorben Korfhage, 2015. "Long‐term Care Insurance and Carers' Labor Supply – A Structural Model," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1178-1191, September.
    13. Rellstab, Sara & Bakx, Pieter & García-Gómez, Pilar & van Doorslaer, Eddy, 2020. "The kids are alright - labour market effects of unexpected parental hospitalisations in the Netherlands," Journal of Health Economics, Elsevier, vol. 69(C).
    14. Mozhaeva, Irina, 2021. "Informal caregiving and work: A high price to pay. The case of Baltic States," The Journal of the Economics of Ageing, Elsevier, vol. 19(C).
    15. Annika Meng, 2013. "Informal home care and labor-force participation of household members," Empirical Economics, Springer, vol. 44(2), pages 959-979, April.
    16. Simard-Duplain, Gaëlle, 2022. "Heterogeneity in informal care intensity and its impact on employment," Journal of Health Economics, Elsevier, vol. 86(C).
    17. Ha Trong Nguyen & Luke B. Connelly, 2017. "The Dynamics of Informal Care Provision in an Australian Household Panel Survey: Previous Work Characteristics and Future Care Provision," The Economic Record, The Economic Society of Australia, vol. 93(302), pages 395-419, September.
    18. Joan Costa-Font & Martin Karlsson & Henning Øien, 2015. "Informal Care and the Great Recession," CINCH Working Paper Series 1502, Universitaet Duisburg-Essen, Competent in Competition and Health, revised Feb 2015.
    19. Meghan M. Skira, 2015. "Dynamic Wage And Employment Effects Of Elder Parent Care," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(1), pages 63-93, February.
    20. Josephine Jacobs & Courtney Van Houtven & Audrey Laporte & Peter Coyte, 2014. "The Impact of Informal Caregiving Intensity on Women's Retirement in the United States," Working Papers 140008, Canadian Centre for Health Economics.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:socmed:v:100:y:2014:i:c:p:115-122. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.