THE IMPACT OF MEDICAID COVERAGE ON MENTAL HEALTH, WHY INSURANCE MAKES PEOPLE HAPPIER IN OHIE: BY SPENDING LESS OR BY SPENDING MORE?
DOI:
https://doi.org/10.17501/26138417.2025.8102Keywords:
2sls, Medicaid, IV, mental health, expenditure, OHIEAbstract
The Oregon Health Insurance Experiment (OHIE) offers a unique opportunity to examine the causal relationship between Medicaid coverage and happiness among low-income adults, using an experimental design. This study leverages data from comprehensive surveys conducted at 0 and 12 months post-treatment. Previous studies based on OHIE have shown that individuals receiving Medicaid exhibited a significant improvement in mental health compared to those who did not receive coverage. The primary objective is to explore how Medicaid coverage impacts happiness, specifically analyzing in which direction do variations in healthcare spending significantly improve mental health: higher spending or lower spending after Medicaid. Utilizing instrumental variable (IV) regression, I conducted six separate regressions across subgroups categorized by expenditure levels and happiness ratings, and the results reveal distinct patterns. Enrolling in OHP has significantly decreased the probability of experiencing unhappiness, regardless of whether individuals had high or low medical spending. Additionally, it decreased the probability of being pretty happy and having high medical expenses, while increasing the probability among those with lower expenses. Concerning the probability of being very happy, the OHP only had a positive effect on being very happy and spending less, and its effect on those with high expenses was insignificant. These findings align with the benefit of Medicaid: alleviating financial burden, contributing to the well-being of distinct subgroups.
Downloads
References
Baicker, K., & Finkelstein, A. (2011). The effects of Medicaid coverage—Learning from the Oregon experiment. New England Journal of Medicine, 365(8), 683–685. https://doi.org/10.1056/NEJMp1108222
Baicker, K., Finkelstein, A., Song, J., & Taubman, S. (2014). The impact of Medicaid on labor market activity and program participation: Evidence from the Oregon Health Insurance Experiment. American Economic Review, 104(5), 322–328. https://doi.org/10.1257/aer.104.5.322
Baicker, K., Taubman, S. L., Allen, H. L., Bernstein, M., Gruber, J. H., Newhouse, J. P., Schneider, E. C., Wright, B. J., Zaslavsky, A. M., Finkelstein, A. N., & Oregon Health Study Group. (2013). The Oregon experiment—Effects of Medicaid on clinical outcomes. New England Journal of Medicine, 368(18), 1713–1722. https://doi.org/10.1056/NEJMsa1212321
Begley, C. E., Deshmukh, A., Eschbach, K., Fouladi, N., Liu, J., & Reynolds, T. (2013). PHP52 - Health insurance coverage in the Houston-Galveston area under the Patient Protection and Affordable Care Act. Value in Health, 16(3), A191. https://doi.org/10.1016/j.jval.2013.03.1290
Finkelstein, A., Taubman, S., Wright, B., Bernstein, M., Gruber, J., Newhouse, J. P., Allen, H., Baicker, K., & Oregon Health Study Group. (2012). The Oregon Health Insurance Experiment: Evidence from the first year. The Quarterly Journal of Economics, 127(3), 1057–1106. https://doi.org/10.1093/qje/qjs020
Hattab, Z., Doherty, E., Ryan, A. M., & O’Neill, S. (2024). Heterogeneity within the Oregon Health Insurance Experiment: An application of causal forests. PLoS ONE, 19(1), e0297205. https://doi.org/10.1371/journal.pone.0297205
Kaczynski, L., & Solnica, B. (2012). PRM155 A pragmatic randomized clinical trials—Design and quality assessment of the source of effectiveness data. Value in Health, 15(7), A487. https://doi.org/10.1016/j.jval.2012.08.1618
Kowalski, A. E. (2016). Doing more when you’re running late: Applying marginal treatment effect methods to examine treatment effect heterogeneity in experiments (NBER Working Paper No. 22363). National Bureau of Economic Research. http://www.nber.org/papers/w22363
Kowalski, A. E. (2018). Reconciling seemingly contradictory results from the Oregon Health Insurance Experiment and the Massachusetts Health Reform (NBER Working Paper No. 24647). National Bureau of Economic Research. http://www.nber.org/papers/w24647
National Bureau of Economic Research. (n.d.). Oregon Health Insurance Experiment (OHIE) data. Retrieved October 30, 2024, from https://www.nber.org/research/data/oregon-health-insurance-experiment-data
Taubman, S. L., Allen, H. L., Wright, B. J., Baicker, K., & Finkelstein, A. N. (2014). Medicaid increases emergency-department use: Evidence from Oregon’s Health Insurance Experiment. Science, 343(6168), 263–268. https://doi.org/10.1126/science.1246183
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Yangyang Li

This work is licensed under a Creative Commons Attribution 4.0 International License.