IDEAS home Printed from https://ideas.repec.org/a/bla/obuest/v74y2012i5p691-715.html
   My bibliography  Save this article

Is there Complete, Partial, or No Recovery from Childhood Malnutrition? – Empirical Evidence from Indonesia

Author

Listed:
  • Subha Mani

Abstract

In Indonesia, more than 30% of children under the age of 5 years suffer from chronic malnourishment. The long-term consequences of childhood malnutrition are well established in the literature. Yet, little is known about the extent to which these children are able to recover from some of the long-term deficits in health outcomes caused by childhood undernourishment. To capture the association between nutritional deficiency at young ages and subsequent health status, a panel data is constructed using observations on children between the age of 3 and 59 months in 1993 who are followed through the 1997 and 2000 waves of the Indonesian Family Life Survey. A dynamic conditional health demand function is estimated, where the coefficient on the one-period lagged health status captures the extent of recovery, if any, from childhood malnutrition. This coefficient is also known as the 'catch-up' term. Variants of the IV/GMM estimation strategy are used here to obtain an unbiased and consistent coefficient estimate on the lagged dependent variable. While the OLS coefficient estimate on the one-period lagged health status is 0.53, it is only 0.23 in a first-difference GMM framework, indicating an upward bias in the OLS parameter estimate. A coefficient of 0.23 on the one-period lagged health status indicates that poor nutrition at young ages will cause some, but not severe, retardation in the growth of future height indicating partial catch-up effects. In the absence of any catch-up, by adolescence, a malnourished child will grow to be 4.15 cm shorter than a well-nourished child. However, a coefficient of 0.23 as estimated here indicates that by adolescence, a malnourished child will grow to be only 0.95 cm shorter than a well-nourished child. The first-difference GMM estimation strategy used here is especially attractive as it relies on much weaker stochastic assumptions than earlier papers and addresses both omitted variables bias and measurement error bias in data.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Subha Mani, 2012. "Is there Complete, Partial, or No Recovery from Childhood Malnutrition? – Empirical Evidence from Indonesia," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(5), pages 691-715, October.
  • Handle: RePEc:bla:obuest:v:74:y:2012:i:5:p:691-715
    DOI: j.1468-0084.2011.00670.x
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/j.1468-0084.2011.00670.x
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/j.1468-0084.2011.00670.x?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    2. John Strauss & Duncan Thomas, 1998. "Health, Nutrition, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 766-817, June.
    3. Duncan Thomas & John Strauss & Maria-Helena Henriques, 1991. "How Does Mother's Education Affect Child Height?," Journal of Human Resources, University of Wisconsin Press, vol. 26(2), pages 183-211.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Thomas, Duncan & Strauss, John, 1997. "Health and wages: Evidence on men and women in urban Brazil," Journal of Econometrics, Elsevier, vol. 77(1), pages 159-185, March.
    6. Peter Glick & David E. Sahn, 1998. "Maternal Labour Supply and Child Nutrition in West Africa," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(3), pages 325-355, August.
    7. Wolfe, Barbara L. & Behrman, Jere R., 1982. "Determinants of child mortality, health, and nutrition in a developing country," Journal of Development Economics, Elsevier, vol. 11(2), pages 163-193, October.
    8. Foster, Andrew D, 1995. "Prices, Credit Markets and Child Growth in Low-Income Rural Areas," Economic Journal, Royal Economic Society, vol. 105(430), pages 551-570, May.
    9. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    10. Hanan G. Jacoby & Emmanuel Skoufias, 1997. "Risk, Financial Markets, and Human Capital in a Developing Country," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 311-335.
    11. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March.
    12. Thomas, Duncan & Lavy, Victor & Strauss, John, 1996. "Public policy and anthropometric outcomes in the Cote d'Ivoire," Journal of Public Economics, Elsevier, vol. 61(2), pages 155-192, August.
    13. Strauss, John & Thomas, Duncan, 1995. "Human resources: Empirical modeling of household and family decisions," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 34, pages 1883-2023, Elsevier.
    14. Thomas, Duncan & Strauss, John, 1992. "Prices, infrastructure, household characteristics and child height," Journal of Development Economics, Elsevier, vol. 39(2), pages 301-331, October.
    15. Barrera, Albino, 1990. "The role of maternal schooling and its interaction with public health programs in child health production," Journal of Development Economics, Elsevier, vol. 32(1), pages 69-91, January.
    16. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. Richard Blundell & Stephen Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies.
    19. Anil B. Deolalikar, 1993. "Gender Differences in the Returns to Schooling and in School Enrollment Rates in Indonesia," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 899-932.
    20. Strauss, John, 1986. "Does Better Nutrition Raise Farm Productivity?," Journal of Political Economy, University of Chicago Press, vol. 94(2), pages 297-320, April.
    21. Hoddinott, John & Kinsey, Bill, 2001. "Child Growth in the Time of Drought," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(4), pages 409-436, September.
    22. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    23. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    24. Duncan Thomas & Elizabeth Frankenberg & James P. Smith, 2001. "Lost but Not Forgotten: Attrition and Follow-up in the Indonesia Family Life Survey," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 556-592.
    25. Kevane, Michael & Levine, David I., 2000. "The Changing Status of Daughters in Indonesia," Institute for Research on Labor and Employment, Working Paper Series qt09m817c0, Institute of Industrial Relations, UC Berkeley.
    26. Glewwe, Paul & Miguel, Edward A., 2008. "The Impact of Child Health and Nutrition on Education in Less Developed Countries," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 56, pages 3561-3606, Elsevier.
    27. Lawrence Haddad & Harold Alderman & Simon Appleton & Lina Song & Yisehac Yohannes, 2003. "Reducing Child Malnutrition: How Far Does Income Growth Take Us?," The World Bank Economic Review, World Bank, vol. 17(1), pages 107-131, June.
    28. Subha Mani, 2007. "Role of the Household and Community in Determining Child Health," WIDER Working Paper Series RP2007-78, World Institute for Development Economic Research (UNU-WIDER).
    29. Horton, Susan, 1986. "Child nutrition and family size in the Philippines," Journal of Development Economics, Elsevier, vol. 23(1), pages 161-176, September.
    30. Cebu Study Team, 1992. "A child health production function estimated from longitudinal data," Journal of Development Economics, Elsevier, vol. 38(2), pages 323-351, April.
    31. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    32. Thomas, Duncan & Strauss, John & Henriques, Maria-Helena, 1990. "Child survival, height for age and household characteristics in Brazil," Journal of Development Economics, Elsevier, vol. 33(2), pages 197-234, October.
    33. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    34. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    35. Sahn, David E, 1994. "The Contribution of Income to Improved Nutrition in Cote d'Ivoire," Journal of African Economies, Centre for the Study of African Economies, vol. 3(1), pages 29-61, April.
    36. Fedorov, Leonid & Sahn, David E, 2005. "Socioeconomic Determinants of Children's Health in Russia: A Longitudinal Study," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 479-500, January.
    37. Heller, Peter S. & Drake, William D., 1979. "Malnutrition, child morbidity and the family decision process," Journal of Development Economics, Elsevier, vol. 6(2), pages 203-235, April.
    38. David I. Levine & Minnie Ames, 2003. "Gender Bias and The Indonesian Financial Crisis: Were Girls Hit Hardest?," Development and Comp Systems 0303001, University Library of Munich, Germany.
    39. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    40. Ghuman, Sharon & Behrman, Jere R & Borja, Judith B & Gultiano, Socorro & King, Elizabeth M, 2005. "Family Background, Service Providers, and Early Childhood Development in the Philippines: Proxies and Interactions," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 129-164, October.
    41. Glick, Peter & Sahn, David E, 1998. "Maternal Labour Supply and Child Nutrition in West Africa," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(3), pages 325-355, August.
    42. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    43. T. Paul Schultz & John A. Strauss (ed.), 2008. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 4, number 5.
    44. Strauss, John & Thomas, Duncan, 2008. "Health over the Life Course," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 54, pages 3375-3474, Elsevier.
    45. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    46. Anil B. Deolalikar, 1996. "Child nutritional status and child growth in Kenya: Socioeconomic determinants," Journal of International Development, John Wiley & Sons, Ltd., vol. 8(3), pages 375-393.
    47. John Hoddinott & Bill Kinsey, 2001. "Child Growth in the Time of Drought," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(4), pages 409-436, September.
    48. Rosenzweig, Mark R & Wolpin, Kenneth I, 1986. "Evaluating the Effects of Optimally Distributed Public Programs: ChildHealth and Family Planning Interventions," American Economic Review, American Economic Association, vol. 76(3), pages 470-482, June.
    49. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762.
    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. Subha Mani, 2014. "Socioeconomic Determinants of Child Health: Empirical Evidence from Indonesia," Asian Economic Journal, East Asian Economic Association, vol. 28(1), pages 81-104, March.
    2. Sudhanshu Handa & Amber Peterman, 2016. "Is There Catch-Up Growth? Evidence from Three Continents," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 470-500, August.
    3. DeLoach, Stephen B. & Lamanna, Erika, 2011. "Measuring the Impact of Microfinance on Child Health Outcomes in Indonesia," World Development, Elsevier, vol. 39(10), pages 1808-1819.
    4. Mani, Subha & Hoddinott, John & Strauss, John, 2010. "Long-term impact of investments in early schooling," IFPRI discussion papers 981, International Food Policy Research Institute (IFPRI).
    5. Subha Mani & John Hoddinott & John Strauss, 2009. "Long-Term Impact of Investments in Early Schooling – Empirical Evidence from Rural Ethiopia," Fordham Economics Discussion Paper Series dp2009-09, Fordham University, Department of Economics.
    6. Outes, Ingo & Porter, Catherine, 2013. "Catching up from early nutritional deficits? Evidence from rural Ethiopia," Economics & Human Biology, Elsevier, vol. 11(2), pages 148-163.
    7. Fedorov, Leonid & Sahn, David E, 2005. "Socioeconomic Determinants of Children's Health in Russia: A Longitudinal Study," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 479-500, January.
    8. Maurice J. G. Bun & Frank Windmeijer, 2010. "The weak instrument problem of the system GMM estimator in dynamic panel data models," Econometrics Journal, Royal Economic Society, vol. 13(1), pages 95-126, February.
    9. Behrman, Jere R. & Skoufias, Emmanuel, 2004. "Correlates and determinants of child anthropometrics in Latin America: background and overview of the symposium," Economics & Human Biology, Elsevier, vol. 2(3), pages 335-351, December.
    10. Thomas, Duncan & Lavy, Victor & Strauss, John, 1996. "Public policy and anthropometric outcomes in the Cote d'Ivoire," Journal of Public Economics, Elsevier, vol. 61(2), pages 155-192, August.
    11. Thorsten Beck, 2009. "The Econometrics of Finance and Growth," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 25, pages 1180-1209, Palgrave Macmillan.
    12. Younoh Kim, 2015. "Hypertension dynamics in the elderly population," Economics Bulletin, AccessEcon, vol. 35(1), pages 528-539.
    13. Mani, Subha & Hoddinott, John & Strauss, John, 2012. "Long-term impact of investments in early schooling — Empirical evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 99(2), pages 292-299.
    14. Schultz, T. Paul, 2010. "Population and Health Policies," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4785-4881, Elsevier.
    15. Thuan Q. Thai & Evangelos M. Falaris, 2014. "Child Schooling, Child Health, and Rainfall Shocks: Evidence from Rural Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 50(7), pages 1025-1037, July.
    16. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    17. repec:ran:wpaper:774 is not listed on IDEAS
    18. Lee, Angela Y. & Aaker, Jennifer L., 2006. "A Monte Carlo Study of Growth Regressions," Research Papers 1836r1, Stanford University, Graduate School of Business.
    19. Rieger, Matthias & Wagner, Natascha, 2015. "Child health, its dynamic interaction with nutrition and health memory – Evidence from Senegal," Economics & Human Biology, Elsevier, vol. 16(C), pages 135-145.
    20. Strauss, John & Lei, Xiaoyan & Park, Albert & Shen, Yan & Smith, James P. & Yang, Zhe & Zhao, Yaohui, 2010. "Health Outcomes and Socio-Economic Status among the Elderly in China: Evidence from the CHARLS Pilot," IZA Discussion Papers 5152, Institute of Labor Economics (IZA).
    21. Gustav Ranis & Frances Stewart, 2000. "Strategies for Success in Human Development," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 1(1), pages 49-69.

    More about this item

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General
    • D10 - Microeconomics - - Household Behavior - - - General

    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:bla:obuest:v:74:y:2012:i:5:p:691-715. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/sfeixuk.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.