TY - JOUR
T1 - Bounding the effects of food insecurity on children's health outcomes
AU - Gundersen, Craig
AU - Kreider, Brent
N1 - Funding Information:
This research is funded through a RIDGE grant from the Economic Research Service, U.S. Department of Agriculture and the Harris School, University of Chicago. The views expressed in this paper are solely those of the authors. Previous versions of this paper were presented at the ERS/Harris School RIDGE Workshop, the RIDGE Conference, the Annual Meetings of the Association for Public Policy Analysis and Management, and the University of Illinois. The authors thank attendees at those venues, especially Tom DeLeire, and an anonymous referee for very helpful comments. Brandie Ward provided excellent research assistance.
PY - 2009/9
Y1 - 2009/9
N2 - 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 mismeasurement of true 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 favorable general health and being a healthy weight. Our work suggests that previous research has more likely underestimated than overestimated the causal impacts of food insecurity on health.
AB - 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 mismeasurement of true 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 favorable general health and being a healthy weight. Our work suggests that previous research has more likely underestimated than overestimated the causal impacts of food insecurity on health.
KW - Average treatment effect
KW - Food insecurity
KW - Health outcomes
KW - Nonclassical measurement error
KW - Nonparametric bounds
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U2 - 10.1016/j.jhealeco.2009.06.012
DO - 10.1016/j.jhealeco.2009.06.012
M3 - Article
C2 - 19631399
AN - SCOPUS:70349873308
SN - 0167-6296
VL - 28
SP - 971
EP - 983
JO - Journal of Health Economics
JF - Journal of Health Economics
IS - 5
ER -