IDEAS home Printed from https://ideas.repec.org/p/eti/dpaper/24056.html
   My bibliography  Save this paper

Nonlinear Relationship between the Number of Children and Late-life Cognition

Author

Listed:
  • Yu BAIting
  • Shiko MARUYAMA
  • Si WANG

Abstract

Late-life cognition is a growing concern as populations age. This study investigates how the number of children affects late-life cognition in rural China by exploiting the exogenous variation in the rollout timing of Family Planning Policies. Theoretical analysis suggests a nonlinear effect along the fertility dimension. Using data from the China Health and Retirement Longitudinal Study, we find nonlinear causal effects of fertility. Having one more child when the mother has 4+ children leads to adverse effects on a range of late-life cognition measures, while positive effects exist for episodic memory and mental intactness at low parities, implying hump-shaped effect heterogeneity. Underlying this hump-shaped causal relationship is increased interaction with children but a greater risk of chronic conditions.

Suggested Citation

  • Yu BAIting & Shiko MARUYAMA & Si WANG, 2024. "Nonlinear Relationship between the Number of Children and Late-life Cognition," Discussion papers 24056, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:24056
    as

    Download full text from publisher

    File URL: https://www.rieti.go.jp/jp/publications/dp/24e056.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Shareen Joshi & T. Schultz, 2013. "Family Planning and Women’s and Children’s Health: Long-Term Consequences of an Outreach Program in Matlab, Bangladesh," Demography, Springer;Population Association of America (PAA), vol. 50(1), pages 149-180, February.
    2. Sanna L Read & Emily M D Grundy, 2017. "Fertility History and Cognition in Later Life," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 72(6), pages 1021-1031.
    3. Thomas Baudin & David de la Croix & Paula E. Gobbi, 2015. "Fertility and Childlessness in the United States," American Economic Review, American Economic Association, vol. 105(6), pages 1852-1882, June.
    4. Xiaoyan Lei & Yuqing Hu & John J. McArdle & James P. Smith & Yaohui Zhao, 2012. "Gender Differences in Cognition among Older Adults in China," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 951-971.
    5. Mark R. Rosenzweig & Junsen Zhang, 2009. "Do Population Control Policies Induce More Human Capital Investment? Twins, Birth Weight and China's "One-Child" Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1149-1174.
    6. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2010. "Small Family, Smart Family? Family Size and the IQ Scores of Young Men," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    7. Katrine V. Løken & Magne Mogstad & Matthew Wiswall, 2012. "What Linear Estimators Miss: The Effects of Family Income on Child Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 1-35, April.
    8. Zhiqiang Liu, 2021. "Children’s Education and Parental Health," American Journal of Health Economics, University of Chicago Press, vol. 7(1), pages 95-130.
    9. Thomas Baudin & David de la Croix & Paula E. Gobbi, 2015. "Fertility and Childlessness in the United States," American Economic Review, American Economic Association, vol. 105(6), pages 1852-1882, June.
    10. Bonsang, Eric & Adam, Stéphane & Perelman, Sergio, 2012. "Does retirement affect cognitive functioning?," Journal of Health Economics, Elsevier, vol. 31(3), pages 490-501.
    11. Oliveira, Jaqueline, 2016. "The value of children: Inter-generational support, fertility, and human capital," Journal of Development Economics, Elsevier, vol. 120(C), pages 1-16.
    12. Ma, Mingming, 2019. "Does children's education matter for parents’ health and cognition? Evidence from China," Journal of Health Economics, Elsevier, vol. 66(C), pages 222-240.
    13. Cáceres-Delpiano, Julio & Simonsen, Marianne, 2012. "The toll of fertility on mothers’ wellbeing," Journal of Health Economics, Elsevier, vol. 31(5), pages 752-766.
    14. Yuyu Chen & Hongbin Li & Lingsheng Meng, 2013. "Prenatal Sex Selection and Missing Girls in China: Evidence from the Diffusion of Diagnostic Ultrasound," Journal of Human Resources, University of Wisconsin Press, vol. 48(1), pages 36-70.
    15. Angrist, Joshua D & Evans, William N, 1998. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," American Economic Review, American Economic Association, vol. 88(3), pages 450-477, June.
    16. Daniel Aaronson & Rajeev Dehejia & Andrew Jordan & Cristian Pop-Eleches & Cyrus Samii & Karl Schulze, 2021. "The Effect of Fertility on Mothers’ Labor Supply over the Last Two Centuries [Semiparametric instrumental variables estimation of treatment response models]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 1-32.
    17. Jiyuan Wang & Rob Alessie & Viola Angelini, 2023. "Exposure in utero to adverse events and health late‐in‐life: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 32(3), pages 541-557, March.
    18. Alison Gemmill & Jordan Weiss & Deborah Carr, 2022. "The Relationship Between Fertility History and Incident Dementia in the U.S. Health and Retirement Study," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 77(6), pages 1118-1131.
    19. Katherine Keenan & Emily Grundy, 2019. "Fertility History and Physical and Mental Health Changes in European Older Adults," European Journal of Population, Springer;European Association for Population Studies, vol. 35(3), pages 459-485, July.
    20. Chen, Yi & Shi, Julie & Zhuang, Castiel Chen, 2019. "Income-dependent impacts of health insurance on medical expenditures: Theory and evidence from China," China Economic Review, Elsevier, vol. 53(C), pages 290-310.
    21. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 669-700.
    22. Bai, Chong-En & Wu, Binzhen, 2014. "Health insurance and consumption: Evidence from China’s New Cooperative Medical Scheme," Journal of Comparative Economics, Elsevier, vol. 42(2), pages 450-469.
    23. Haoming Liu, 2014. "The quality–quantity trade-off: evidence from the relaxation of China’s one-child policy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(2), pages 565-602, April.
    24. Xiaoyu Wu & Lixing Li, 2012. "Family size and maternal health: evidence from the One-Child policy in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1341-1364, October.
    25. Meliyanni Johar & Shiko Maruyama, 2014. "Does Coresidence Improve An Elderly Parent'S Health?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 965-983, September.
    26. Liao, Pei-Ju, 2013. "The one-child policy: A macroeconomic analysis," Journal of Development Economics, Elsevier, vol. 101(C), pages 49-62.
    27. Joseph L Saenz & Carlos Díaz-Venegas & Eileen M Crimmins & Deborah Carr, 2021. "Fertility History and Cognitive Function in Late Life: The Case of Mexico," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 76(4), pages 140-152.
    28. Kruk, Kai Eberhard & Reinhold, Steffen, 2014. "The effect of children on depression in old age," Social Science & Medicine, Elsevier, vol. 100(C), pages 1-11.
    29. Magne Mogstad & Matthew Wiswall, 2016. "Testing the quantity–quality model of fertility: Estimation using unrestricted family size models," Quantitative Economics, Econometric Society, vol. 7(1), pages 157-192, March.
    30. Éric Bonsang & Vegard Skirbekk, 2022. "Does Childbearing Affect Cognitive Health in Later Life? Evidence From an Instrumental Variable Approach," Post-Print hal-03689322, HAL.
    31. Wang, Xuebo & Zhang, Junsen, 2018. "Beyond the Quantity–Quality tradeoff: Population control policy and human capital investment," Journal of Development Economics, Elsevier, vol. 135(C), pages 222-234.
    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. Rao, Ziwei & Zhang, Yi, 2024. "Rely on children or work longer? The impact of fertility and child gender on old-age labor supply," World Development, Elsevier, vol. 181(C).
    2. Peng, Fei & Anwar, Sajid & Kang, Lili, 2022. "Number of siblings, access to treated water and returns to education in China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 526-538.
    3. Oliveira, Jaqueline, 2016. "The value of children: Inter-generational support, fertility, and human capital," Journal of Development Economics, Elsevier, vol. 120(C), pages 1-16.
    4. Barbara Pertold-Gebicka & Dominika Spolcova, 2019. "Family Size and Subjective Well-being in Europe: Do More Children Make Us (Un)Happy?," Working Papers IES 2019/24, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Aug 2019.
    5. Jaqueline Oliveira, 2019. "Birth order and the gender gap in educational attainment," Review of Economics of the Household, Springer, vol. 17(3), pages 775-803, September.
    6. Chen, Yi & Fang, Hanming, 2021. "The long-term consequences of China's “Later, Longer, Fewer” campaign in old age," Journal of Development Economics, Elsevier, vol. 151(C).
    7. Christina J. Diaz & Jeremy E. Fiel, 2021. "When Size Matters: IV Estimates of Sibship Size on Educational Attainment in the U.S," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 40(6), pages 1195-1220, December.
    8. Philip DeCicca & Harry Krashinsky, 2023. "The effect of education on overall fertility," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(1), pages 471-503, January.
    9. Damian Clarke, 2018. "Children And Their Parents: A Review Of Fertility And Causality," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 518-540, April.
    10. Rannveig Hart & Sara Cools, 2019. "Identifying interaction effects using random fertility shocks," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(10), pages 261-278.
    11. Åslund, Olof & Grönqvist, Hans, 2010. "Family size and child outcomes: Is there really no trade-off?," Labour Economics, Elsevier, vol. 17(1), pages 130-139, January.
    12. Sara Cools & Rannveig Kaldager Hart, 2015. "The effect of childhood family size on fertility in adulthood. New evidence form IV estimation," Discussion Papers 802, Statistics Norway, Research Department.
    13. Kruk, Kai Eberhard & Reinhold, Steffen, 2014. "The effect of children on depression in old age," Social Science & Medicine, Elsevier, vol. 100(C), pages 1-11.
    14. Emla Fitzsimons & Bansi Malde, 2014. "Empirically probing the quantity–quality model," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(1), pages 33-68, January.
    15. Chen, Qihui, 2021. "Population policy, family size and child malnutrition in Vietnam – Testing the trade-off between child quantity and quality from a child nutrition perspective," Economics & Human Biology, Elsevier, vol. 41(C).
    16. Ito, Takahiro & Tanaka, Shinsuke, 2018. "Abolishing user fees, fertility choice, and educational attainment," Journal of Development Economics, Elsevier, vol. 130(C), pages 33-44.
    17. Rubinstein, Yona & Juhn, Chinhui & Zuppann, Andrew, 2020. "Early Childhood Investments and the Quantity-Quality Trade-off," CEPR Discussion Papers 15032, C.E.P.R. Discussion Papers.
    18. Cai, Xiqian & Fan, Qingliang & Yuan, Congying, 2022. "The impact of only child peers on students’ cognitive and non-cognitive outcomes," Labour Economics, Elsevier, vol. 78(C).
    19. Jose Maria Cabrera, 2011. "Fecundidad e Ingresos en Uruguay," Documentos de Trabajo/Working Papers 1110, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    20. Bhalotra, Sonia & Clarke, Damian, 2022. "Analysis of Twins," The Warwick Economics Research Paper Series (TWERPS) 1428, University of Warwick, Department of Economics.

    More about this item

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:eti:dpaper:24056. 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: TANIMOTO, Toko (email available below). General contact details of provider: https://edirc.repec.org/data/rietijp.html .

    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.