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Food Stamps and Food Insecurity: What Can Be Learned in the Presence of Non-classical Measurement Error?

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Author Info
Gundersen, Craig
Kreider, Brent

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Abstract

Policymakers have been puzzled to observe that food stamp households appear more likely to be food insecure than observationally similar eligible nonparticipating households. We reexamine this issue allowing for nonclassical reporting errors in food stamp participation and food insecurity. Extending the literature on partially identified parameters, we introduce a nonparametric framework that makes transparent what can be known about conditional probabilities when a binary outcome and conditioning variable are both subject to nonclassical measurement error. We find that the food insecurity paradox hinges on strong assumptions about the reliability of the data that are not supported by the previous food stamp participation literature.

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Publisher Info
Paper provided by Iowa State University, Department of Economics in its series Staff General Research Papers with number 12690.

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Date of creation: 30 Oct 2006
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Publication status: Published in Journal of Human Resources, Spring 2008, Vol. 43, No. 2, pp. 352-82.
Handle: RePEc:isu:genres:12690

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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 Stamp Program; food insecurity; measurement error; nonparametric bounds; corrupt sampling;

Other versions of this item:

Find related papers by JEL classification:
H5 - Public Economics - - National Government Expenditures and Related Policies
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. Donna K. Ginther, 2000. "Alternative Estimates of the Effect of Schooling on Earnings," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 103-116, February. [Downloadable!] (restricted)
  2. Martin H. David & Christopher R. Bollinger, 2005. "I didn't tell, and I won't tell: dynamic response error in the SIPP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 563-569. [Downloadable!]
  3. Borjas, George J., 2004. "Food insecurity and public assistance," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1421-1443, July. [Downloadable!] (restricted)
    Other versions:
  4. 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)
  5. Craig Gundersen & Susan Offutt, 2005. "Farm Poverty and Safety Nets," American Journal of Agricultural Economics, American Agricultural Economics Association, vol. 87(4), pages 885-899, November. [Downloadable!] (restricted)
  6. 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:
  7. Christopher Bollinger & Martin H. David, 2000. "Estimation with Response Error and Non-Response: Food Stamp Participation in the SIPP," Econometric Society World Congress 2000 Contributed Papers 0198, Econometric Society. [Downloadable!]
  8. Frazis, Harley & Loewenstein, Mark A., 2003. "Estimating linear regressions with mismeasured, possibly endogenous, binary explanatory variables," Journal of Econometrics, Elsevier, vol. 117(1), pages 151-178, November. [Downloadable!] (restricted)
  9. Bound, John & Burkhauser, Richard V., 1999. "Economic analysis of transfer programs targeted on people with disabilities," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 51, pages 3417-3528 Elsevier. [Downloadable!] (restricted)
  10. Kreider, Brent & Hill, Steven C., 2005. "Partially Identifying Treatment Effects with an Application to Covering the Uninsured," Staff General Research Papers 12296, Iowa State University, Department of Economics. [Downloadable!]
    Other versions:
  11. Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June. [Downloadable!] (restricted)
    Other versions:
  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. Kreider, Brent & Pepper, John V., 2003. "Inferring Disability Status from Corrupt Data," Staff General Research Papers 10228, Iowa State University, Department of Economics.
    Other versions:
  14. Ribar, David C. & Hamrick, Karen S., 2003. "Dynamics Of Poverty And Food Sufficiency," Food Assistance and Nutrition Research Reports 33851, United States Department of Agriculture, Economic Research Service. [Downloadable!]
  15. Gundersen, Craig & Oliveira, Victor, 2001. " The Food Stamp Program and Food Insufficiency," American Journal of Agricultural Economics, American Agricultural Economics Association, vol. 83(4), pages 875-87, November. [Downloadable!] (restricted)
  16. Gundersen, Craig & Weinreb, Linda & Wehler, Cheryl & Hosmer, David, 2003. "Homelessness and food insecurity," Journal of Housing Economics, Elsevier, vol. 12(3), pages 250-272, September. [Downloadable!] (restricted)
  17. Bhattacharya, Jayanta & Currie, Janet & Haider, Steven, 2004. "Poverty, food insecurity, and nutritional outcomes in children and adults," Journal of Health Economics, Elsevier, vol. 23(4), pages 839-862, July. [Downloadable!] (restricted)
  18. Marianne Bitler & Craig Gundersen & Grace S. Marquis, 2005. "Are WIC Nonrecipients at Less Nutritional Risk Than Recipients? An Application of the Food Security Measure," Review of Agricultural Economics, American Agricultural Economics Association, vol. 27(3), pages 433-438, 09. [Downloadable!] (restricted)
  19. Mark C. Berger & Dan A. Black & Frank A. Scott, 1998. "How Well Do We Measure Employer-Provided Health Insurance Coverage?," Contemporary Economic Policy, Western Economic Association International, vol. 16(3), pages 356-367, 07. [Downloadable!] (restricted)
  20. Moffitt, Robert, 1983. "An Economic Model of Welfare Stigma," American Economic Review, American Economic Association, vol. 73(5), pages 1023-35, December. [Downloadable!] (restricted)
  21. Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998. "Misclassification of the dependent variable in a discrete-response setting," Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September. [Downloadable!] (restricted)
  22. 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!]
Full references

Cited by:
(explanations, 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. Gundersen, Craig & Kreider, Brent, 2008. "Bounding the Effects of Food Insecurity on Children's Health Outcomes," Staff General Research Papers 13008, Iowa State University, Department of Economics.
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