Effects of Health Insurance

The goal of today’s class is to study the effects of health insurance. In this general area, one topic that has been very well studied but that we won’t discuss much is the role of moral hazard in health insurance. This was part of our discussion in the last class, but for more details on that, see Einav and Finkelstein (2018). Focus areas and selected papers for this class are listed below.

Financial Effects of Health Insurance

In reducing the financial burden of healthcare costs, health insurance should relax a household’s budget constraint and reduce the probability of default on other financial obligations. This is an important consideration for policymakers, as it speaks to the broader economic impacts of health insurance. You’d think that this would be a more settled area of literature, but it has had surprisingly littler work done in this space.

As an example of this area of research, we’ll discuss Gross and Notowidigdo (2011) and Hu et al. (2018). Gross and Notowidigdo (2011) considers Medicaid expansions and bankruptices. Hu et al. (2018) similarly considers Medicaid expansions, but looks more generally at debt as their financial outcome. Both papers find that Medicaid expansions reduce financial hardship.

Health Effects of Health Insurance

While it seems obvious to some, it’s not immediately clear that health insurance should improve health. We’ll discuss two papers that show strong evidence that health insurance does improve health. The first is Miller, Johnson, and Wherry (2021), which relates to Medicaid expansion. The second is Goldin, Lurie, and McCubbin (2021), which examines health insurance and mortality among non-Medicaid eligible adults. These are more recent papers, but that’s because only recently did we begin to get the proper data to answer this question definitively.

Health Insurance and Overall Welfare

While health insurance clearly has direct effects on patients, it also has indirect effects on other parties, such as providers, employers, and taxpayers. These indirect effects are important to consider when evaluating the overall welfare effects of health insurance. Finkelstein (2007) and Finkelstein, Hendren, and Luttmer (2019) are excellent examples of papers in this area.

I lump these papers together because they both speak to effects of health insurance beyond an individual patient or enrollee. Finkelstein (2007) examines the broader economic impacts of the introduction of Medicare in the U.S. She finds that the introduction of Medicare led to a significant increase in hospital spending, responsible for a substantial portion of the 37 percent increase in hospital spending between 1965 and 1970. They also discuss how the increased spending due to Medicare led to rapid growth in the healthcare sector, influencing not only healthcare delivery but also labor markets and infrastructure within the sector. The paper underscores the need to consider both direct and indirect effects of large scale policies such as Medicare.

Finkelstein, Hendren, and Luttmer (2019) considers the value of Medicaid coverage using the Oregon Health Insurance Experiment. The study estimates that low-income uninsured adults’ willingness to pay for Medicaid ranges from $0.5 to $1.2 per dollar of the resource cost of providing Medicaid. The authors show that 60% of Medicaid’s gross expenditures, or $3600 per recipient, are essentially transfers to parties who would otherwise subsidize medical care for the low-income uninsured, leaving the net cost of Medicaid at about $1450 per recipient. The paper concludes that Medicaid serves dual roles: as a monetary transfer to external parties and as a subsidized insurance product for recipients, with recipient willingness to pay for Medicaid significantly below its gross cost​.

References

Einav, Liran, and Amy Finkelstein. 2018. “Moral Hazard in Health Insurance: What We Know and How We Know It.” Journal of the European Economic Association 16 (4): 957–82. https://doi.org/10.1093/jeea/jvy017.
Finkelstein, Amy. 2007. “The Aggregate Effects of Health Insurance: Evidence from the Introduction of Medicare.” The Quarterly Journal of Economics 122 (1): 1–37. https://doi.org/10.1162/qjec.122.1.1.
Finkelstein, Amy, Nathaniel Hendren, and Erzo F. P. Luttmer. 2019. “The Value of Medicaid: Interpreting Results from the Oregon Health Insurance Experiment.” Journal of Political Economy 127 (6): 2836–74. https://doi.org/10.1086/702238.
Goldin, Jacob, Ithai Z Lurie, and Janet McCubbin. 2021. “Health Insurance and Mortality: Experimental Evidence from Taxpayer Outreach.” The Quarterly Journal of Economics 136 (1): 1–49. https://doi.org/10.1093/qje/qjaa029.
Gross, Tal, and Matthew J. Notowidigdo. 2011. “Health Insurance and the Consumer Bankruptcy Decision: Evidence from Expansions of Medicaid.” Journal of Public Economics 95 (7): 767–78. https://doi.org/10.1016/j.jpubeco.2011.01.012.
Hu, Luojia, Robert Kaestner, Bhashkar Mazumder, Sarah Miller, and Ashley Wong. 2018. “The Effect of the Affordable Care Act Medicaid Expansions on Financial Wellbeing.” Journal of Public Economics 163 (July): 99–112. https://doi.org/10.1016/j.jpubeco.2018.04.009.
Miller, Sarah, Norman Johnson, and Laura R Wherry. 2021. “Medicaid and Mortality: New Evidence From Linked Survey and Administrative Data.” The Quarterly Journal of Economics 136 (3): 1783–1829. https://doi.org/10.1093/qje/qjab004.