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Health Insurance Coverage, Government Payments, and Labor Allocation

Author

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  • Miller, Cristina D. M.

    (U.S. Department of Agriculture)

  • Mishra, Ashok K.

    (Arizona State University)

Abstract

The aging of the farmer population has led to concern about a shortage of beginning farmers and ranchers. This study investigates the impact of health insurance coverage and participation in government and private insurance programs on off-farm labor allocation decisions of beginning farm-operator households in the United States. We use farm household-level data from the 2015 Agricultural Resource Management Survey and the simultaneous Probit estimation method to estimate our empirical model. Results show that beginning farm-operator households with health insurance coverage from off-farm jobs are 14% more likely to work off the farm. Our analysis also depicts a negative relationship between the receipt of counter-cyclical, conservation, risk management payments, and off-farm work by beginning farm-operator households.

Suggested Citation

  • Miller, Cristina D. M. & Mishra, Ashok K., 2022. "Health Insurance Coverage, Government Payments, and Labor Allocation," IZA Discussion Papers 15262, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp15262
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    References listed on IDEAS

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    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    2. Catherine Benjamin & Ayal Kimhi, 2006. "Farm work, off-farm work, and hired farm labour: estimating a discrete-choice model of French farm couples' labour decisions," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(2), pages 149-171, June.
    3. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-685, May.
    4. Sundaram-Stukel, Reka & Deller, Steven C., 2009. "Farmer Health Insurance Cooperatives: An Innovative Solution for Other Americans?," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 24(4), pages 1-6.
    5. Michael Zimmer, 2001. "Disability Reporting Choices by Married Couples: Evidence from Census Data," Southern Economic Journal, Southern Economic Association, vol. 67(4), pages 922-937, April.
    6. Ahearn, Mary Clare & Newton, Doris J., 2009. "Beginning Farmers and Ranchers," Economic Information Bulletin 58618, United States Department of Agriculture, Economic Research Service.
    7. Michael Zimmer, 2001. "Disability Reporting Choices by Married Couples: Evidence from Census Data," Southern Economic Journal, John Wiley & Sons, vol. 67(4), pages 922-937, April.
    8. Barry K. Goodwin & Ashok K. Mishra, 2006. "Are “Decoupled” Farm Program Payments Really Decoupled? An Empirical Evaluation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 73-89.
    9. Ahearn, Mary Clare & El-Osta, Hisham & Mishra, Ashok K., 2013. "Considerations in Work Choices of U.S. Farm Households: The Role of Health Insurance," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 38(01), pages 1-15, April.
    10. Jaeun Shin & Sangho Moon, 2007. "Do Hmo Plans Reduce Health Care Expenditure In The Private Sector?," Economic Inquiry, Western Economic Association International, vol. 45(1), pages 82-99, January.
    11. Singh, Inderjit & Squire, Lyn & Strauss, John, 1986. "A Survey of Agricultural Household Models: Recent Findings and Policy Implications," The World Bank Economic Review, World Bank, vol. 1(1), pages 149-179, September.
    12. El-Osta, Hisham S., 2011. "The Impact of Human Capital on Farm Operator Household Income," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 40(01), pages 1-21, April.
    13. Lindrooth, Richard C. & Weisbrod, Burton A., 2007. "Do religious nonprofit and for-profit organizations respond differently to financial incentives? The hospice industry," Journal of Health Economics, Elsevier, vol. 26(2), pages 342-357, March.
    14. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Agricultural Resource Management Survey; beginning farm-operator household; counter-cyclical payments; risk management payments; health insurance coverage; off-farm labor supply; two-stage simultaneous probit model;
    All these keywords.

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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