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Does Medicare Coverage Improve Cancer Detection and Mortality Outcomes?

Author

Listed:
  • Rebecca M. Myerson
  • Reginald D. Tucker‐Seeley
  • Dana P. Goldman
  • Darius N. Lakdawalla

Abstract

Medicare is a large government health insurance program in the United States that covers about 60 million people. This paper analyzes the effects of Medicare insurance on health for a group of people in urgent need of medical care: people with cancer. We used a regression discontinuity design to assess impacts of near‐universal Medicare insurance at age 65 on cancer detection and outcomes, using population‐based cancer registries and vital statistics data. Our analysis focused on the three tumor sites for which screening is recommended both before and after age 65: breast, colorectal, and lung cancer. At age 65, cancer detection increased by 72 per 100,000 population among women and 33 per 100,000 population among men; cancer mortality also decreased by nine per 100,000 population for women but did not significantly change for men. In a placebo check, we found no comparable changes at age 65 in Canada. This study provides the first evidence to our knowledge that near‐universal access to Medicare at age 65 is associated with improvements in population‐level cancer mortality.

Suggested Citation

  • Rebecca M. Myerson & Reginald D. Tucker‐Seeley & Dana P. Goldman & Darius N. Lakdawalla, 2020. "Does Medicare Coverage Improve Cancer Detection and Mortality Outcomes?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 577-604, June.
  • Handle: RePEc:wly:jpamgt:v:39:y:2020:i:3:p:577-604
    DOI: 10.1002/pam.22199
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    1. Silvia Helena Barcellos & Mireille Jacobson, 2015. "The Effects of Medicare on Medical Expenditure Risk and Financial Strain," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 41-70, November.
    2. Sandra L. Decker, 2005. "Medicare and the Health of Women with Breast Cancer," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 948-968.
    3. Douglas Almond & Joseph J. Doyle & Amanda E. Kowalski & Heidi Williams, 2010. "Estimating Marginal Returns to Medical Care: Evidence from At-risk Newborns," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 591-634.
    4. Lakdawalla, Darius N. & Sun, Eric C. & Jena, Anupam B. & Reyes, Carolina M. & Goldman, Dana P. & Philipson, Tomas J., 2010. "An economic evaluation of the war on cancer," Journal of Health Economics, Elsevier, vol. 29(3), pages 333-346, May.
    5. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, University of Chicago Press, vol. 3(3), pages 392-421, Summer.
    6. Wilson, Nicholas, 2016. "Antiretroviral therapy and demand for HIV testing: Evidence from Zambia," Economics & Human Biology, Elsevier, vol. 21(C), pages 221-240.
    7. Abe Dunn & Adam Hale Shapiro, 2019. "Does Medicare Part D Save Lives?," American Journal of Health Economics, MIT Press, vol. 5(1), pages 126-164, Winter.
    8. Craig Garthwaite & Tal Gross & Matthew J. Notowidigdo, 2014. "Public Health Insurance, Labor Supply, and Employment Lock," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 653-696.
    9. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, MIT Press, vol. 3(3), pages 392-421, Summer.
    10. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    11. Bernard Black & José-Antonio Espín-Sánchez & Eric French & Kate Litvak, 2017. "The Long-Term Effect of Health Insurance on Near-Elderly Health and Mortality," American Journal of Health Economics, University of Chicago Press, vol. 3(3), pages 281-311, Summer.
    12. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
    13. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    14. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    15. Rebecca Myerson & Darius Lakdawalla & Lisandro D. Colantonio & Monika Safford & David Meltzer, 2018. "Effects of expanding health screening on treatment – What should we expect? What can we learn?," Working Papers 2018-014, Human Capital and Economic Opportunity Working Group.
    16. Eva M. Sierminska & Joachim R. Frick & Markus M. Grabka, 2010. "Examining the gender wealth gap," Oxford Economic Papers, Oxford University Press, vol. 62(4), pages 669-690, October.
    17. Douglas Almond & Joseph J. Doyle, 2011. "After Midnight: A Regression Discontinuity Design in Length of Postpartum Hospital Stays," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 1-34, August.
    18. Roetzheim, R.G. & Pal, N. & Gonzalez, E.C. & Ferrante, J.M. & Van Durme, D.J. & Krischer, J.P., 2000. "Effects of health insurance and race on colorectal cancer treatments and outcomes," American Journal of Public Health, American Public Health Association, vol. 90(11), pages 1746-1754.
    19. Michal Kolesár & Christoph Rothe, 2018. "Inference in Regression Discontinuity Designs with a Discrete Running Variable," American Economic Review, American Economic Association, vol. 108(8), pages 2277-2304, August.
    20. Erin Ruel & Robert Hauser, 2013. "Explaining the Gender Wealth Gap," Demography, Springer;Population Association of America (PAA), vol. 50(4), pages 1155-1176, August.
    21. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    22. Rebecca Mary Myerson & Darius Lakdawalla & Lisandro D. Colantonio & Monika Safford & David Meltzer, 2018. "Effects of Expanding Health Screening on Treatment - What Should We Expect? What Can We Learn?," NBER Working Papers 24347, National Bureau of Economic Research, Inc.
    23. Emily Oster & Ira Shoulson & E. Ray Dorsey, 2013. "Optimal Expectations and Limited Medical Testing: Evidence from Huntington Disease," American Economic Review, American Economic Association, vol. 103(2), pages 804-830, April.
    24. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    25. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    26. Brett Lissenden, 2019. "The effect of cancer diagnosis on switching health insurance in medicare," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 339-349, March.
    27. repec:mpr:mprres:6204 is not listed on IDEAS
    28. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    29. Blau, Francine D & Kahn, Lawrence M, 1992. "The Gender Earnings Gap: Learning from International Comparisons," American Economic Review, American Economic Association, vol. 82(2), pages 533-538, May.
    30. Soni, A. & Simon, K. & Cawley, J. & Sabik, L., 2018. "Effect of Medicaid Expansions of 2014 on Overall and Early-Stage Cancer Diagnoses," American Journal of Public Health, American Public Health Association, vol. 108(2), pages 216-218.
    31. Huh, Jason & Reif, Julian, 2017. "Did Medicare Part D reduce mortality?," Journal of Health Economics, Elsevier, vol. 53(C), pages 17-37.
    32. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
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    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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