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Bounding the Effects of Food Insecurity on Children's Health Outcomes

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Author Info
Gundersen, Craig
Kreider, Brent

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Abstract

Previous research has estimated that food insecure children are more likely to suffer from a wide array of negative health outcomes than food secure children, leading many to claim that alleviating food insecurity would lead to better health outcomes. Identifying the causal impacts is problematic, however, given endogenous selection into food security status and potential classification errors in measuring food security status. Using recently developed nonparametric bounding methods and data from the 2001-2006 National Health and Nutritional Examination Survey (NHANES), we assess what can be identified about the effects of food insecurity on child health outcomes in the presence of nonrandom selection and nonclassical measurement error. Under relatively weak monotonicity assumptions, we can identify that food security has a statistically significant positive impact on good general health and being a healthy weight. Our work suggests that previous research has more likely underestimated than overestimated the causal impacts on health.

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Publisher Info
Paper provided by Iowa State University, Department of Economics in its series Staff General Research Papers with number 13008.

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Date of creation: 13 Dec 2008
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Publication status: Published in Journal of Health Economics, September 2009, Vol. 28, No. 5, pp. 971-983.
Handle: RePEc:isu:genres:13008

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Postal: Iowa State University, Dept. of Economics, 260 Heady Hall, Ames, IA 50011-1070
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Related research
Keywords: food insecurity; health outcomes; nonclassical measurement error; nonparametric bounds; average treatment effect;

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Find related papers by JEL classification:
I1 - Health, Education, and Welfare - - Health
I3 - Health, Education, and Welfare - - Welfare and Poverty

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December. [Downloadable!]
    Other versions:
  2. Janet Currie & Mark Stabile, 2003. "Socioeconomic Status and Child Health: Why Is the Relationship Stronger for Older Children?," American Economic Review, American Economic Association, vol. 93(5), pages 1813-1823, December. [Downloadable!]
  3. John V. Pepper, 2000. "The Intergenerational Transmission Of Welfare Receipt: A Nonparametric Bounds Analysis," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 472-488, August. [Downloadable!] (restricted)
  4. Brent Kreider & John V. Pepper, 2002. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Working Papers, Center for Retirement Research at Boston College 2002-06, Center for Retirement Research. [Downloadable!]
    Other versions:
  5. Guido W. Imbens & Charles F. Manski, 2004. "Confidence Intervals for Partially Identified Parameters," Econometrica, Econometric Society, vol. 72(6), pages 1845-1857, November. [Downloadable!] (restricted)
    Other versions:
  6. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843 Elsevier. [Downloadable!] (restricted)
  7. Molinari, Francesca, 2008. "Partial identification of probability distributions with misclassified data," Journal of Econometrics, Elsevier, vol. 144(1), pages 81-117, May. [Downloadable!] (restricted)
    Other versions:
  8. Gundersen, Craig & Kreider, Brent, 2006. "Food Stamps and Food Insecurity: What Can Be Learned in the Presence of Non-classical Measurement Error?," Staff General Research Papers 12690, Iowa State University, Department of Economics.
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  9. Charles F. Manski & John V. Pepper, 2000. "Monotone Instrumental Variables, with an Application to the Returns to Schooling," Econometrica, Econometric Society, vol. 68(4), pages 997-1012, July.
    Other versions:
  10. Molinari, Francesca, 2005. "Missing Treatments," Working Papers 05-11, Cornell University, Center for Analytic Economics. [Downloadable!]
  11. Kreider, Brent, 2007. "Regression Coefficient Identification Decay in the Presence of Infrequent Classification Errors," Staff General Research Papers 12822, Iowa State University, Department of Economics. [Downloadable!]
  12. Horowitz, Joel L & Manski, Charles F, 1995. "Identification and Robustness with Contaminated and Corrupted Data," Econometrica, Econometric Society, vol. 63(2), pages 281-302, March. [Downloadable!] (restricted)
  13. Murasko, Jason E., 2008. "An evaluation of the age-profile in the relationship between household income and the health of children in the United States," Journal of Health Economics, Elsevier, vol. 27(6), pages 1489-1502, December. [Downloadable!] (restricted)
  14. Currie, Alison & Shields, Michael A. & Price, Stephen Wheatley, 2007. "The child health/family income gradient: Evidence from England," Journal of Health Economics, Elsevier, vol. 26(2), pages 213-232, March. [Downloadable!] (restricted)
  15. Brent Kreider & John Pepper, 2008. "Inferring disability status from corrupt data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 329-349. [Downloadable!]
    Other versions:
  16. Craig Gundersen & David C. Ribar, 2005. "Food Insecurity and Insufficiency at Low Levels of Food Expenditures," IZA Discussion Papers 1594, Institute for the Study of Labor (IZA). [Downloadable!]
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