IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v98y2013icp54-62.html
   My bibliography  Save this article

Effects of education on cognition at older ages: Evidence from China's Great Famine

Author

Listed:
  • Huang, Wei
  • Zhou, Yi

Abstract

This paper explores whether educational attainment has a cognitive reserve capacity in elder life. Using pilot data from the China Health and Retirement Longitudinal Study (CHARLS), we examined the impact of education on cognitive abilities at old ages. OLS results showed that respondents who completed primary school obtained 18.2 percent higher scores on cognitive tests than those who did not. We then constructed an instrumental variable (IV) by leveraging China's Great Famine of 1959–1961 as a natural experiment to estimate the causal effect of education on cognition. Two-stage least squares (2SLS) results provided sound evidence that completing primary school significantly increases cognition scores, especially in episode memory, by almost 20 percent on average. Moreover, Regression Discontinuity (RD) analysis provides further evidence for the causal interpretation, and shows that the effects are different for the different measures of cognition we explored. Our results also show that the Great Famine can result in long-term health consequences through the pathway of losing educational opportunities other than through the pathway of nutrition deprivation.

Suggested Citation

  • Huang, Wei & Zhou, Yi, 2013. "Effects of education on cognition at older ages: Evidence from China's Great Famine," Social Science & Medicine, Elsevier, vol. 98(C), pages 54-62.
    • Handle: RePEc:eee:socmed:v:98:y:2013:i:c:p:54-62
    DOI: 10.1016/j.socscimed.2013.08.021
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953613004735
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socscimed.2013.08.021?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. David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs In Economics," Working Papers 1118, Princeton University, Department of Economics, Industrial Relations Section..
    2. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    3. Singh-Manoux, A. & Hillsdon, M. & Brunner, E. & Marmot, M., 2005. "Effects of physical activity on cognitive functioning in middle age: Evidence from the whitehall II prospective cohort study," American Journal of Public Health, American Public Health Association, vol. 95(12), pages 2252-2258.
    4. Anne Case & Christina Paxson, 2008. "Height, Health, and Cognitive Function at Older Ages," American Economic Review, American Economic Association, vol. 98(2), pages 463-467, May.
    5. repec:ran:wpaper:881 is not listed on IDEAS
    6. Lin, Justin Yifu, 1990. "Collectivization and China's Agricultural Crisis in 1959-1961," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1228-1252, December.
    7. Lin, Justin Yifu & Yang, Dennis Tao, 2000. "Food Availability, Entitlements and the Chinese Famine of 1959-61," Economic Journal, Royal Economic Society, vol. 110(460), pages 136-158, January.
    8. Ronald Lee & Andrew Mason (ed.), 2011. "Population Aging and the Generational Economy," Books, Edward Elgar Publishing, number 13816.
    9. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    10. James Banks & Cormac O'Dea & Zoë Oldfield, 2010. "Cognitive Function, Numeracy and Retirement Saving Trajectories," Economic Journal, Royal Economic Society, vol. 120(548), pages 381-410, November.
    11. Douglas Almond & Lena Edlund & Hongbin Li & Junsen Zhang, 2007. "Long-Term Effects Of The 1959-1961 China Famine: Mainland China and Hong Kong," NBER Working Papers 13384, National Bureau of Economic Research, Inc.
    12. repec:pri:rpdevs:case_paxson_cog_function_additional is not listed on IDEAS
    13. James P. Smith & John J. McArdle & Robert Willis, 2010. "Financial Decision Making and Cognition in a Family Context," Economic Journal, Royal Economic Society, vol. 120(548), pages 363-380, November.
    14. repec:pri:rpdevs:case_paxson_height_health_and_cognitive_function.pdf is not listed on IDEAS
    15. Fogel, Robert W, 1994. "Economic Growth, Population Theory, and Physiology: The Bearing of Long-Term Processes on the Making of Economic Policy," American Economic Review, American Economic Association, vol. 84(3), pages 369-395, June.
    16. James J. Heckman, 2007. "The Economics, Technology and Neuroscience of Human Capability Formation," NBER Working Papers 13195, National Bureau of Economic Research, Inc.
    17. James Banks & Fabrizio Mazzonna, 2012. "The Effect of Education on Old Age Cognitive Abilities: Evidence from a Regression Discontinuity Design," Economic Journal, Royal Economic Society, vol. 122(560), pages 418-448, May.
    18. repec:pri:cheawb:case_paxson_height_health_and_cognitive_function is not listed on IDEAS
    19. repec:pri:rpdevs:case_paxson_height_health_and_cognitive_function is not listed on IDEAS
    20. James P. Smith & John J. McArdle & Robert Willis, 2010. "Financial Decision Making and Cognition in a Family Context," Economic Journal, Royal Economic Society, vol. 120(548), pages 363-380, November.
    21. Xin Meng & Nancy Qian, 2009. "The Long Term Consequences of Famine on Survivors: Evidence from a Unique Natural Experiment using China's Great Famine," NBER Working Papers 14917, National Bureau of Economic Research, Inc.
    22. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    23. Neelsen, Sven & Stratmann, Thomas, 2011. "Effects of prenatal and early life malnutrition: Evidence from the Greek famine," Journal of Health Economics, Elsevier, vol. 30(3), pages 479-488, May.
    24. Song, Shige & Wang, Wei & Hu, Peifeng, 2009. "Famine, death, and madness: Schizophrenia in early adulthood after prenatal exposure to the Chinese Great Leap Forward Famine," Social Science & Medicine, Elsevier, vol. 68(7), pages 1315-1321, April.
    25. Wei Huang & Xiaoyan Lei & Geert Ridder & John Strauss & Yaohui Zhao, 2013. "Health, Height, Height Shrinkage, and SES at Older Ages: Evidence from China," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 86-121, April.
    26. James P. Smith & Yan Shen & John Strauss & Yang Zhe & Yaohui Zhao, 2012. "The Effects of Childhood Health on Adult Health and SES in China," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 127-156.
    27. Chen, Yuyu & Zhou, Li-An, 2007. "The long-term health and economic consequences of the 1959-1961 famine in China," Journal of Health Economics, Elsevier, vol. 26(4), pages 659-681, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cutler, David M. & Huang, Wei & Lleras-Muney, Adriana, 2015. "When does education matter? The protective effect of education for cohorts graduating in bad times," Social Science & Medicine, Elsevier, vol. 127(C), pages 63-73.
    2. Osea Giuntella & Wei Han & Fabrizio Mazzonna, 2017. "Circadian Rhythms, Sleep, and Cognitive Skills: Evidence From an Unsleeping Giant," Demography, Springer;Population Association of America (PAA), vol. 54(5), pages 1715-1742, October.
    3. Ko, Pei-Chun & Yeung, Wei-Jun Jean, 2019. "Childhood conditions and productive aging in China," Social Science & Medicine, Elsevier, vol. 229(C), pages 60-69.
    4. Cui, Hanxiao & Smith, James P. & Zhao, Yaohui, 2020. "Early-life deprivation and health outcomes in adulthood: Evidence from childhood hunger episodes of middle-aged and elderly Chinese," Journal of Development Economics, Elsevier, vol. 143(C).
    5. Cheng, Zhiming & Guo, Liwen & Smyth, Russell & Tani, Massimiliano, 2022. "Childhood adversity and energy poverty," Energy Economics, Elsevier, vol. 111(C).
    6. Gorman, Emma, 2017. "Schooling, occupation and cognitive function: Evidence from compulsory schooling laws," SocArXiv t647a, Center for Open Science.
    7. 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.
    8. Ting Yin & Junchao Zhang, 2022. "More Schooling, More Generous? Estimating the Effect of Education on Intergenerational Transfers†," Asian Economic Journal, East Asian Economic Association, vol. 36(1), pages 22-46, March.
    9. Nourin Shabnam & Mehmet A. Ulubaşoğlu & Cahit Guven, 2022. "Food Affordability and Double Catastrophe in Early Life: Lessons from the 1974–75 Bangladesh Famine," The Economic Record, The Economic Society of Australia, vol. 98(S1), pages 24-51, September.
    10. Shabnam, Nourin & Guven, Cahit & Ulubasoglu, Mehmet, 2021. "Lack of Food Access and Double Catastrophe in Early Life: Lessons from the 1974–1975 Bangladesh Famine," MPRA Paper 109653, University Library of Munich, Germany.
    11. YIN Ting & ZHANG Junchao, 2017. "More Schooling, More Generous? Estimating the effect of education on intergenerational transfers," Discussion papers 17074, Research Institute of Economy, Trade and Industry (RIETI).
    12. Collin F. Payne & Iliana V. Kohler & Chiwoza Bandawe & Kathy Lawler & Hans-Peter Kohler, 2018. "Cognition, Health, and Well-Being in a Rural Sub-Saharan African Population," European Journal of Population, Springer;European Association for Population Studies, vol. 34(4), pages 637-662, October.
    13. Yingying Zhang & Steve Bradley & Robert Crouchley, 2023. "Gender Differences in the Effect of Retirement Duration on Cognitive Functioning," Working Papers 379420912, Lancaster University Management School, Economics Department.
    14. Cahit Guven & Trung Hoang & Muhammad H. Rahman & Mehmet A. Ulubaşoğlu, 2021. "Long‐term effects of malnutrition on early‐life famine survivors and their offspring: New evidence from the Great Vietnam Famine 1944–45," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1600-1627, July.

    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. Chen, Qihui & Deng, Tinghe & Pei, Chunchen & Wang, Chengcheng, 2018. "Memory of Famine – Does Childhood Experience of Severe Food Shortage Affect Food Choice in Old Age?," 2018 Annual Meeting, August 5-7, Washington, D.C. 273897, Agricultural and Applied Economics Association.
    2. Lei, Xiaoyan & Liu, Hong, 2018. "Gender difference in the impact of retirement on cognitive abilities: Evidence from urban China," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1425-1446.
    3. Li, Qiang & An, Lian, 2015. "Intergenerational health consequences of the 1959–1961 Great Famine on children in rural China," Economics & Human Biology, Elsevier, vol. 18(C), pages 27-40.
    4. Olivera, Javier & Andreoli, Francesco & Leist, Anja K. & Chauvel, Louis, 2018. "Inequality in old age cognition across the world," Economics & Human Biology, Elsevier, vol. 29(C), pages 179-188.
    5. Huang, Cheng & Phillips, Michael R. & Zhang, Yali & Zhang, Jingxuan & Shi, Qichang & Song, Zhiqiang & Ding, Zhijie & Pang, Shutao & Martorell, Reynaldo, 2013. "Malnutrition in early life and adult mental health: Evidence from a natural experiment," Social Science & Medicine, Elsevier, vol. 97(C), pages 259-266.
    6. Deng, Xin & Xu, Dingde & Zeng, Miao & Qi, Yanbin, 2019. "Does early-life famine experience impact rural land transfer? Evidence from China," Land Use Policy, Elsevier, vol. 81(C), pages 58-67.
    7. Richard Akresh & Sonia Bhalotra & Marinella Leone & Una Osili, 2023. "First- and Second-Generation Impacts of the Biafran War," Journal of Human Resources, University of Wisconsin Press, vol. 58(2), pages 488-531.
    8. Shabnam, Nourin & Guven, Cahit & Ulubasoglu, Mehmet, 2021. "Lack of Food Access and Double Catastrophe in Early Life: Lessons from the 1974–1975 Bangladesh Famine," MPRA Paper 109653, University Library of Munich, Germany.
    9. Tan, Chih Ming & Tan, Zhibo & Zhang, Xiaobo, 2014. "Sins of the fathers: The intergenerational legacy of the 1959-1961 Great Chinese Famine on children's cognitive development:," IFPRI discussion papers 1351, International Food Policy Research Institute (IFPRI).
    10. Majid, Muhammad Farhan, 2015. "The persistent effects of in utero nutrition shocks over the life cycle: Evidence from Ramadan fasting," Journal of Development Economics, Elsevier, vol. 117(C), pages 48-57.
    11. Gørgens, Tue & Meng, Xin & Vaithianathan, Rhema, 2012. "Stunting and selection effects of famine: A case study of the Great Chinese Famine," Journal of Development Economics, Elsevier, vol. 97(1), pages 99-111.
    12. Pramod Kumar Sur & Masaru Sasaki, 2021. "The Persistent Effect of Famine on Present-Day China: Evidence from the Billionaires," Papers 2104.00935, arXiv.org, revised Apr 2021.
    13. Song, Shige, 2010. "Mortality consequences of the 1959-1961 Great Leap Forward famine in China: Debilitation, selection, and mortality crossovers," Social Science & Medicine, Elsevier, vol. 71(3), pages 551-558, August.
    14. Kim, Seonghoon & Deng, Quheng & Fleisher, Belton M. & Li, Shi, 2014. "The Lasting Impact of Parental Early Life Malnutrition on Their Offspring: Evidence from the China Great Leap Forward Famine," World Development, Elsevier, vol. 54(C), pages 232-242.
    15. Scholte, Robert S. & van den Berg, Gerard J. & Lindeboom, Maarten, 2015. "Long-run effects of gestation during the Dutch Hunger Winter famine on labor market and hospitalization outcomes," Journal of Health Economics, Elsevier, vol. 39(C), pages 17-30.
    16. Xin Meng & Nancy Qian, 2009. "The Long Term Consequences of Famine on Survivors: Evidence from a Unique Natural Experiment using China's Great Famine," NBER Working Papers 14917, National Bureau of Economic Research, Inc.
    17. Sotomayor, Orlando, 2013. "Fetal and infant origins of diabetes and ill health: Evidence from Puerto Rico's 1928 and 1932 hurricanes," Economics & Human Biology, Elsevier, vol. 11(3), pages 281-293.
    18. Douglas Almond & Lena Edlund & Hongbin Li & Junsen Zhang, 2010. "Long-Term Effects of Early-Life Development: Evidence from the 1959 to 1961 China Famine," NBER Chapters, in: The Economic Consequences of Demographic Change in East Asia, pages 321-345, National Bureau of Economic Research, Inc.
    19. Chen, Xiangpo & Hu, Xinyan & Xu, Jinhai, 2023. "When winter is over, its cold remains: Early-life famine experience breeds risk aversion," Economic Modelling, Elsevier, vol. 123(C).
    20. Mark E. McGovern & Aditi Krishna & Victor M. Aguayo & S.V. Subramanian, 2017. "A Review of the Evidence Linking Child Stunting to Economic Outcomes," CHaRMS Working Papers 17-03, Centre for HeAlth Research at the Management School (CHaRMS).

    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:98:y:2013:i:c:p:54-62. 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.