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How are Income and Assets Associated with Food Insecurity? An Application of the Growth Mixture Modeling

Author

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  • Jun-Hong Chen

    (Washington University in St. Louis)

  • Chi-Fang Wu

    (University of Illinois at Urbana-Champaign)

  • Minchao Jin

    (New York University)

Abstract

Food insecurity remains prevalent in the United States, affecting millions of households. Research has confirmed that low income and limited assets are risk factors for food insecurity, but how income and assets are associated with food insecurity has not been fully explored in light of the fact that food insecurity endures or worsens over time for some people but not others. Using 2015, 2017, and 2019 waves of the panel study of income dynamics, this study (1) investigated the heterogeneity of food insecurity trajectories using Growth Mixture Modeling; (2) performed a multinomial logistic regression to examine how income and assets are associated with the relative risk of facing a more severe food insecurity trajectory; and (3) compared the coefficient of income with the coefficient of assets. Results of this study showed that both higher income and more assets are associated with a lower probability of facing food insecurity that worsens rather than improves with time. This study also observed that the association strength was stronger for income than for assets. These results offer insights for policies aimed at creating efficient financial support strategies (e.g., income assistance, asset building) that reduce recipients’ risk of experiencing long-term food insecurity.

Suggested Citation

  • Jun-Hong Chen & Chi-Fang Wu & Minchao Jin, 2023. "How are Income and Assets Associated with Food Insecurity? An Application of the Growth Mixture Modeling," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(3), pages 959-973, February.
    • Handle: RePEc:spr:soinre:v:165:y:2023:i:3:d:10.1007_s11205-022-03053-x
    DOI: 10.1007/s11205-022-03053-x
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    References listed on IDEAS

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    1. Craig Gundersen & Brent Kreider & John Pepper, 2011. "The Economics of Food Insecurity in the United States," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(3), pages 281-303.
    2. Craig Gundersen & James P Ziliak, 2018. "Food Insecurity Research in the United States: Where We Have Been and Where We Need to Go," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 40(1), pages 119-135.
    3. Leah Gjertson, 2016. "Emergency Saving and Household Hardship," Journal of Family and Economic Issues, Springer, vol. 37(1), pages 1-17, March.
    4. Jay L. Zagorsky, 2005. "Measuring Poverty Using Both Income and Wealth," Journal of Income Distribution, Ad libros publications inc., vol. 13(3-4), pages 2-2, November.
    5. Maurice Mutisya & Moses W. Ngware & Caroline W. Kabiru & Ngianga-bakwin Kandala, 2016. "The effect of education on household food security in two informal urban settlements in Kenya: a longitudinal analysis," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 743-756, August.
    6. Andrea Brandolini & Silvia Magri & Timothy M. Smeeding, 2010. "Asset-based measurement of poverty," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(2), pages 267-284.
    7. Asena Caner & Edward N. Wolff, 2004. "Asset Poverty In The United States, 1984–99: Evidence From The Panel Study Of Income Dynamics," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 50(4), pages 493-518, December.
    8. Maria Sassi & Gopal Trital, 2022. "A latent growth curve modelling approach to seasonal and spatial dynamics of food security heterogeneities in rural Lake Naivasha Basin, Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(1), pages 111-125, February.
    9. Baorong Guo, 2011. "Household Assets and Food Security: Evidence from the Survey of Program Dynamics," Journal of Family and Economic Issues, Springer, vol. 32(1), pages 98-110, March.
    10. Elisabetta Aurino & Sharon Wolf & Edward Tsinigo, 2020. "Household food insecurity and early childhood development: Longitudinal evidence from Ghana," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-19, April.
    11. Yunhee Chang & Swarn Chatterjee & Jinhee Kim, 2014. "Household Finance and Food Insecurity," Journal of Family and Economic Issues, Springer, vol. 35(4), pages 499-515, December.
    12. Sarah Kuypers & Ive Marx, 2018. "Estimation of Joint Income-Wealth Poverty: A Sensitivity Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 117-137, February.
    13. Kathleen Short & Patricia Ruggles, 2005. "Experimental Measures of Poverty and Net Worth: 1996," Journal of Income Distribution, Ad libros publications inc., vol. 13(3-4), pages 1-1, November.
    14. repec:mpr:mprres:5077 is not listed on IDEAS
    15. Qi Chen & Wen Luo & Gregory J. Palardy & Ryan Glaman & Amber McEnturff, 2017. "The Efficacy of Common Fit Indices for Enumerating Classes in Growth Mixture Models When Nested Data Structure Is Ignored," SAGE Open, , vol. 7(1), pages 21582440177, March.
    16. Christopher Wimer & Lucas Manfield, 2015. "Elderly Poverty in the United States in the 21st Century: Exploring the Role of Assets in the Supplemental Poverty Measure," Working Papers, Center for Retirement Research at Boston College wp2015-29, Center for Retirement Research.
    17. Laura Leete & Neil Bania, 2010. "The effect of income shocks on food insufficiency," Review of Economics of the Household, Springer, vol. 8(4), pages 505-526, December.
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