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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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