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Dynamics of macroeconomic factor effects on food assistance program participation in the United States

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  • Oral Capps Jr.

Abstract

Using polynomial distributed lag (PDL) models, the impacts of macroeconomic factors relating to economic, financial, and sociological stress and designed to be short-run predictors of U.S. economic performance are identified and assessed concerning participation in key food assistance programs (SNAP, WIC, and NSLP). The econometric analysis covers the period October 1999 to September 2020. The impact of COVID-19 on participation in these programs also is quantified. Based on the parameter estimates obtained from the econometric PDL models, ex-ante forecasts of participation in the SNAP, WIC, and NSLP subsequently are made and evaluated over the period October 2020 to August 2021. The empirical results show that different sets of macroeconomic drivers affect participation levels across the respective food assistance programs. No macroeconomic factor is common across SNAP, WIC, and NSLP participation. Changes in macroeconomic conditions which influence SNAP, WIC and NSLP participation are not just contemporaneous but also affect participation levels anywhere from 1 month to 12 months later. Importantly, this research allows not only the determination of the macroeconomic factors which affect program participation but also allows the determination of the ability of the respective models to forecast program participation. As such, the Food and Nutrition Service will be in better position to assess program needs as well as to forecast program participation levels to minimize errors in the budgetary process.

Suggested Citation

  • Oral Capps Jr., 2022. "Dynamics of macroeconomic factor effects on food assistance program participation in the United States," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-34, June.
    • Handle: RePEc:plo:pone00:0269442
    DOI: 10.1371/journal.pone.0269442
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    References listed on IDEAS

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    1. repec:mpr:mprres:2751 is not listed on IDEAS
    2. James P. Ziliak & Craig Gundersen & David N. Figlio, 2003. "Food Stamp Caseloads over the Business Cycle," Southern Economic Journal, Southern Economic Association, vol. 69(4), pages 903-919, April.
    3. Nerlove, Marc, 1972. "Lags in Economic Behavior," Econometrica, Econometric Society, vol. 40(2), pages 221-251, March.
    4. Mabli, James & Martin, Emily Sama & Castner, Laura, 2009. "Effects of Economic Conditions and Program Policy on State Food Stamp Program Caseloads, 2000 to 2006," Contractor and Cooperator Reports 292076, United States Department of Agriculture, Economic Research Service.
    5. James Mabli & James C. Ohls, 2012. "Supplemental Nutrition Assistance Program Dynamics and Employment Transitions: The Role of Employment Instability," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(1), pages 187-213.
    6. Kevin L. Kliesen & Douglas C. Smith, 2010. "Measuring financial market stress," Economic Synopses, Federal Reserve Bank of St. Louis.
    7. Jacob Alex Klerman & Caroline Danielson, 2016. "Can the Economy Explain the Explosion in the Supplemental Nutrition Assistance Program Caseload? An Assessment of the Local-level Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 92-112.
    8. Hanson, Kenneth & Gundersen, Craig, "undated". "Issues In Food Assistance - How Unemployment Affects The Food Stamp Program," Food Assistance and Nutrition Research Reports 262257, United States Department of Agriculture, Economic Research Service.
    9. Hanson, Kenneth & Oliveira, Victor, 2012. "How Economic Conditions Affect Participation in USDA Nutrition Assistance Programs," Economic Information Bulletin 134682, United States Department of Agriculture, Economic Research Service.
    10. Newman, Constance, 2006. "The Income Volatility See-Saw: Implications for School Lunch," Economic Research Report 7237, United States Department of Agriculture, Economic Research Service.
    11. James Mabli & James C. Ohls, 2012. "Supplemental Nutrition Assistance Program Dynamics and Employment Transitions: The Role of Employment Instability," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(1), pages 187-213.
    12. David C. Ribar & Marilyn Edelhoch & Qiduan Liu, 2010. "Food Stamp Participation among Adult-Only Households," Southern Economic Journal, Southern Economic Association, vol. 77(2), pages 244-270, October.
    13. Ratcliffe, Caroline & McKernan, Signe-Mary & Finegold, Kenneth, 2008. "Effect of State Food Stamp and TANF Policies on Food Stamp Program Participation," Contractor and Cooperator Reports 292011, United States Department of Agriculture, Economic Research Service.
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