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Socioeconomic, Demographic and Geographic Factors Affecting Household Food Purchase and Acquisition Decisions in the United States as a Complex Economic System

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  • Dharmasena, Senarath
  • Bessler, David A.
  • Todd, Jessica

Abstract

Socioeconomic, demographic and geographic factors affecting food purchase and acquisition decisions by the individuals and households in the United States are complex. Twenty two variables associated with socioeconomic, demographic and geographic factors affecting food purchase and acquisition decisions are studied in an algorithm that involve machine learning and causality structures to uncover complex causality patterns associated with such variables. Several publically available data sets as well as most recently collected USDA data, Food APS are used in this study. Preliminary analyses show that unemployment, poverty and race are direct causes of food insecurity, while income causes food insecurity via poverty. Unemployment is a common cause for both food insecurity and poverty. This modeling effort will help improve the nation’s path for effective nutrition and health-related policy interventions as stipulated by USDA-Economic Research Service Strategic Goals.

Suggested Citation

  • Dharmasena, Senarath & Bessler, David A. & Todd, Jessica, 2016. "Socioeconomic, Demographic and Geographic Factors Affecting Household Food Purchase and Acquisition Decisions in the United States as a Complex Economic System," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235646, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea16:235646
    DOI: 10.22004/ag.econ.235646
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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. Tiehen, Laura & Jolliffe, Dean & Gundersen, Craig, 2012. "Alleviating Poverty in the United States: The Critical Role of SNAP Benefits," Economic Research Report 262233, United States Department of Agriculture, Economic Research Service.
    3. Dubois, Lise & Farmer, Anna & Girard, Manon & Porcherie, Marion, 2006. "Family food insufficiency is related to overweight among preschoolers'," Social Science & Medicine, Elsevier, vol. 63(6), pages 1503-1516, September.
    4. Cawley, John & Meyerhoefer, Chad, 2012. "The medical care costs of obesity: An instrumental variables approach," Journal of Health Economics, Elsevier, vol. 31(1), pages 219-230.
    5. Nord, Mark & Golla, Anne Marie, 2009. "Does SNAP Decrease Food Insecurity? Untangling the Self-Selection Effect," Economic Research Report 55955, United States Department of Agriculture, Economic Research Service.
    6. Hoover, Kevin D., 2005. "Automatic Inference Of The Contemporaneous Causal Order Of A System Of Equations," Econometric Theory, Cambridge University Press, vol. 21(1), pages 69-77, February.
    7. Steven T. Yen & Margaret Andrews & Zhuo Chen & David B. Eastwood, 2008. "Food Stamp Program Participation and Food Insecurity: An Instrumental Variables Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(1), pages 117-132.
    8. Henry L. Bryant & David A. Bessler & Michael S. Haigh, 2009. "Disproving Causal Relationships Using Observational Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(3), pages 357-374, June.
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    Cited by:

    1. Morteza Akbari & Pantea Foroudi & Mohana Shahmoradi & Hamid Padash & Zahra Shahabaldini Parizi & Ala Khosravani & Pouria Ataei & Maria Teresa Cuomo, 2022. "The Evolution of Food Security: Where Are We Now, Where Should We Go Next?," Sustainability, MDPI, vol. 14(6), pages 1-27, March.

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