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The Effect of Income on Health: Using the Coal Boom as a Natural Experiment

Author

Listed:
  • Sunghoon Lim

    (Department of Economics, The Pennsylvania State University State College, United States)

  • Beomsoo Kim

    (Department of Economics, Korea University, Seoul, Republic of Korea)

Abstract

This study estimates the effect of positive income shocks on health conditions. We analyze the birth weight and mortalities of babies born in the US states of Kentucky, Ohio, and West Virginia during the early 1970s. Babies who were born in a coal-mining county benefited from the boom of the coal mining industry, whereas other babies did not. During the period, there was a sudden increase in the price of coal, resulting from an increase in the price of oil, which, in turn, resulted from an oil price embargo by the Organization of the Petroleum Exporting Countries. We use per capita personal income, which is the average income of people living in a county, as a measure for income. However, it is well known that there is an endogeneity issue when estimating the effect of income on health. To overcome the problem, we adopted the instrumental variable approach and use coal price as an instrument for income. We find that an exogenous $1,000 (in 1984 dollars) increase in income increases birth weight by 56 g. In addition, low birth weight would decrease by 0.9% point, which is 12% of the sample mean (7.6%). Our study avoids possible bias from compositional change by focusing on the period directly before and after the economic shock.

Suggested Citation

  • Sunghoon Lim & Beomsoo Kim, 2016. "The Effect of Income on Health: Using the Coal Boom as a Natural Experiment," Discussion Paper Series 1608, Institute of Economic Research, Korea University.
  • Handle: RePEc:iek:wpaper:1608
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    File URL: http://econ.korea.ac.kr/~ri/WorkingPapers/w1608.pdf
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    References listed on IDEAS

    as
    1. Dan Black & Terra McKinnish & Seth Sanders, 2005. "The Economic Impact Of The Coal Boom And Bust," Economic Journal, Royal Economic Society, vol. 115(503), pages 449-476, April.
    2. Dan Black & Kermit Daniel & Seth Sanders, 2002. "The Impact of Economic Conditions on Participation in Disability Programs: Evidence from the Coal Boom and Bust," American Economic Review, American Economic Association, vol. 92(1), pages 27-50, March.
    3. Douglas Almond & Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2011. "Inside the War on Poverty: The Impact of Food Stamps on Birth Outcomes," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 387-403, May.
    4. Douglas Almond & Kenneth Y. Chay & David S. Lee, 2005. "The Costs of Low Birth Weight," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1031-1083.
    5. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
    6. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Health Outcome; Birth Weight; Low Birth Weight; Infant Mortality; Income Shock; Endogeneity; Two-stage Least Squares;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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