IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp6110.html
   My bibliography  Save this paper

Instrumental Variable Estimation of the Causal Effect of Hunger Early in Life on Health Later in Life

Author

Listed:
  • van den Berg, Gerard J.

    (University of Groningen)

  • Pinger, Pia

    (University of Cologne)

  • Schoch, Johannes

    (University of Mannheim)

Abstract

Numerous studies have evaluated the effect of nutrition early in life on health much later in life by comparing individuals born during a famine to others. Nutritional intake is typically unobserved and endogenous, whereas famines arguably provide exogenous variation in the provision of nutrition. However, living through a famine early in life does not necessarily imply a lack of nutrition during that age interval, and vice versa, and in this sense the observed difference at most provides a qualitative assessment of the average causal effect of a nutritional shortage, which is the parameter of interest. In this paper we estimate this average causal effect on health outcomes later in life, by applying instrumental variable estimation, using data with self-reported periods of hunger earlier in life, with famines as instruments. The data contain samples from European countries and include birth cohorts exposed to various famines in the 20th century. We use two-sample IV estimation to deal with imperfect recollection of conditions at very early stages of life. The estimated average causal effects often exceed famine effects by a factor three.

Suggested Citation

  • van den Berg, Gerard J. & Pinger, Pia & Schoch, Johannes, 2011. "Instrumental Variable Estimation of the Causal Effect of Hunger Early in Life on Health Later in Life," IZA Discussion Papers 6110, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp6110
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp6110.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Del Bono, Emilia & Francesconi, Marco & Ermisch, John, 2008. "Intrafamily resource allocations: a dynamic model of birth weight," ISER Working Paper Series 2008-27, Institute for Social and Economic Research.
    2. van den Berg, Gerard J. & Pinger, Pia R., 2016. "Transgenerational effects of childhood conditions on third generation health and education outcomes," Economics & Human Biology, Elsevier, vol. 23(C), pages 103-120.
    3. Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 143-162, August.
    4. van den Berg, Gerard J. & Lundborg, Petter & Nystedt, Paul & Rooth, Dan-Olof, 2009. "Critical Periods During Childhood and Adolescence: A Study of Adult Height Among Immigrant Siblings," IZA Discussion Papers 4140, Institute of Labor Economics (IZA).
    5. Gerard J. van den Berg & Pia R. Pinger & Johannes Schoch, 2016. "Instrumental Variable Estimation of the Causal Effect of Hunger Early in Life on Health Later in Life," Economic Journal, Royal Economic Society, vol. 126(591), pages 465-506, March.
    6. Hatton, Timothy J. & Bray, Bernice E., 2010. "Long run trends in the heights of European men, 19th-20th centuries," Economics & Human Biology, Elsevier, vol. 8(3), pages 405-413, December.
    7. 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.
    8. Sidel, V.W., 1997. "The public health impact of hunger," American Journal of Public Health, American Public Health Association, vol. 87(12), pages 1921-1922.
    9. Ashlesha Datar & M. Kilburn & David Loughran, 2010. "Endowments and parental investments in infancy and early childhood," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 145-162, February.
    10. Mevlude Akbulut-Yuksel, 2014. "Children of War: The Long-Run Effects of Large-Scale Physical Destruction and Warfare on Children," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 634-662.
    11. Rose, D. & Oliveira, V., 1997. "Nutrient intakes of individuals from food-insufficient households in the United States," American Journal of Public Health, American Public Health Association, vol. 87(12), pages 1956-1961.
    12. Atsushi Inoue & Gary Solon, 2010. "Two-Sample Instrumental Variables Estimators," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 557-561, August.
    13. Richard H. Steckel, 2008. "Biological Measures of the Standard of Living," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 129-152, Winter.
    14. repec:mpr:mprres:5077 is not listed on IDEAS
    15. Douglas Almond & Bhashkar Mazumder, 2011. "Health Capital and the Prenatal Environment: The Effect of Ramadan Observance during Pregnancy," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 56-85, October.
    16. Mu, Ren & Zhang, Xiaobo, 2011. "Why does the Great Chinese Famine affect the male and female survivors differently? Mortality selection versus son preference," Economics & Human Biology, Elsevier, vol. 9(1), pages 92-105, January.
    17. Emilia Del Bono & John Ermisch & Marco Francesconi, 2012. "Intrafamily Resource Allocations: A Dynamic Structural Model of Birth Weight," Journal of Labor Economics, University of Chicago Press, vol. 30(3), pages 657-706.
    18. 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.
    19. Griliches, Zvi, 1979. "Sibling Models and Data in Economics: Beginnings of a Survey," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 37-64, October.
    20. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    21. van den Berg, Gerard J. & Doblhammer, Gabriele & Christensen, Kaare, 2009. "Exogenous determinants of early-life conditions, and mortality later in life," Social Science & Medicine, Elsevier, vol. 68(9), pages 1591-1598, May.
    22. van den Berg, Gerard J. & Pinger, Pia, 2014. "A Validation Study of Transgenerational Effects of Childhood Conditions on the Third Generation Offspring's Economic and Health Outcomes Potentially Driven by Epigenetic Imprinting," IZA Discussion Papers 7999, Institute of Labor Economics (IZA).
    23. Frolich, Markus, 2007. "Nonparametric IV estimation of local average treatment effects with covariates," Journal of Econometrics, Elsevier, vol. 139(1), pages 35-75, July.
    24. 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.
    25. Manuel Arellano & Costas Meghir, 1992. "Female Labour Supply and On-the-Job Search: An Empirical Model Estimated Using Complementary Data Sets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 537-559.
    26. Behrman, Jere R & Pollak, Robert A & Taubman, Paul, 1982. "Parental Preferences and Provision for Progeny," Journal of Political Economy, University of Chicago Press, vol. 90(1), pages 52-73, February.
    27. Leigh, J. Paul, 1983. "Direct and indirect effects of education on health," Social Science & Medicine, Elsevier, vol. 17(4), pages 227-234, January.
    28. Waldron, Ingrid, 1983. "Sex differences in human mortality: The role of genetic factors," Social Science & Medicine, Elsevier, vol. 17(6), pages 321-333, January.
    29. Douglas Almond & Janet Currie, 2011. "Killing Me Softly: The Fetal Origins Hypothesis," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 153-172, Summer.
    30. Mark R. Rosenzweig & Kenneth I. Wolpin, 1988. "Heterogeneity, Intrafamily Distribution, and Child Health," Journal of Human Resources, University of Wisconsin Press, vol. 23(4), pages 437-461.
    31. Sanz-de-Galdeano, Anna, 2005. "The Obesity Epidemic in Europe," IZA Discussion Papers 1814, Institute of Labor Economics (IZA).
    32. Ridder, Geert & Moffitt, Robert, 2007. "The Econometrics of Data Combination," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 75, Elsevier.
    33. Cole, T. J., 2003. "The secular trend in human physical growth: a biological view," Economics & Human Biology, Elsevier, vol. 1(2), pages 161-168, June.
    34. Enkelejda Havari & Franco Peracchi, 2011. "Childhood circumstances and adult outcomes: Evidence from World War II," EIEF Working Papers Series 1115, Einaudi Institute for Economics and Finance (EIEF), revised Aug 2012.
    35. Gabriele Doblhammer & Gerard J. van den Berg & L. H. Lumey, 2013. "A re-analysis of the long-term effects on life expectancy of the Great Finnish Famine of 1866-68," Population Studies, Taylor & Francis Journals, vol. 67(3), pages 309-322, November.
    36. Lindeboom, Maarten & Portrait, France & van den Berg, Gerard J., 2010. "Long-run effects on longevity of a nutritional shock early in life: The Dutch Potato famine of 1846-1847," Journal of Health Economics, Elsevier, vol. 29(5), pages 617-629, September.
    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. 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).
    2. Reyn van Ewijk & Maarten Lindeboom, 2016. "Why people born during World War II are healthier," Working Papers 1619, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    3. 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.
    4. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    5. Richter, André & Robling, Per Olof, 2013. "Multigenerational e ffects of the 1918-19 influenza pandemic in Sweden," Working Paper Series 5/2013, Stockholm University, Swedish Institute for Social Research.
    6. Habtamu Beshir & Jean-Francois Maystadt, 2016. "In utero seasonal food insecurity and cognitive development: Evidence from Ethiopia," Working Papers 157856919, Lancaster University Management School, Economics Department.
    7. Wei Fan & Catherine Porter, 2020. "Reinforcement or compensation? Parental responses to children’s revealed human capital levels," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 233-270, January.
    8. Yao, Yuxin & Zhang, Yi, 2023. "The long-term and intergenerational effects of early-life hunger experience on human capital and labor market outcomes," China Economic Review, Elsevier, vol. 77(C).
    9. Pinka Chatterji & Dohyung Kim & Kajal Lahiri, 2014. "Birth Weight And Academic Achievement In Childhood," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1013-1035, September.
    10. Bladimir Carrillo, 2020. "Early Rainfall Shocks and Later-Life Outcomes: Evidence from Colombia," The World Bank Economic Review, World Bank, vol. 34(1), pages 179-209.
    11. Maarten Lindeboom & Reyn van Ewijk, 2015. "“Babies of the War: The effect of war exposure early in life on mortality throughout life”," Working Papers 1519, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    12. Havari, Enkelejda & Peracchi, Franco, 2017. "Growing up in wartime: Evidence from the era of two world wars," Economics & Human Biology, Elsevier, vol. 25(C), pages 9-32.
    13. Carrillo, B., 2018. "Fetal Exposure to Abnormal Rainfall Events and Later-Life Outcomes in Colombia," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277372, International Association of Agricultural Economists.
    14. van den Berg, Gerard J. & Pinger, Pia R., 2016. "Transgenerational effects of childhood conditions on third generation health and education outcomes," Economics & Human Biology, Elsevier, vol. 23(C), pages 103-120.
    15. Quaranta, Luciana, 2014. "Early life effects across the life course: The impact of individually defined exogenous measures of disease exposure on mortality by sex in 19th- and 20th-century Southern Sweden," Social Science & Medicine, Elsevier, vol. 119(C), pages 266-273.
    16. Conti, Gabriella & Poupakis, Stavros & Ekamper, Peter & Bijwaard, Govert E. & Lumey, L.H., 2024. "Severe prenatal shocks and adolescent health: Evidence from the Dutch Hunger Winter," Economics & Human Biology, Elsevier, vol. 53(C).
    17. Bertoni, Marco, 2015. "Hungry today, unhappy tomorrow? Childhood hunger and subjective wellbeing later in life," Journal of Health Economics, Elsevier, vol. 40(C), pages 40-53.
    18. Andreella, Claudia & Karlsson, Martin & Nilsson, Therese & Westphal, Matthias, 2015. "The long shadows of past insults intergenerational transmission of health over 130 years," Ruhr Economic Papers 571, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    19. Emilia Del Bono & John Ermisch & Marco Francesconi, 2012. "Intrafamily Resource Allocations: A Dynamic Structural Model of Birth Weight," Journal of Labor Economics, University of Chicago Press, vol. 30(3), pages 657-706.
    20. Brandon J. Restrepo, 2016. "Parental investment responses to a low birth weight outcome: who compensates and who reinforces?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(4), pages 969-989, October.

    More about this item

    Keywords

    obesity; high blood pressure; height; developmental origins; ageing; famine; 2SLS; two-sample IV; nutrition;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation

    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:iza:izadps:dp6110. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.