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. Author manuscript; available in PMC: 2021 Jan 1.
Published in final edited form as: Health Aff (Millwood). 2020 Jan;39(1):67–76. doi: 10.1377/hlthaff.2019.00929

Exhibit 4:

Changes in health status among Southern Community Cohort Study participants in Medicaid expansion states from before to after expansion, by type of health

Difference-in-differences
Percentage experiencing change with expansion Counterfactual percentage experiencing change without expansion Estimate Percentile rank
Overall health
No change 40.2 38.8 1.4 100.0
Improvement 23.5 23.1 0.45 90.3
Decline 36.3 38.1 −1.8 0.2
Physical health
No change 41.5 39.6 1.9 100.0
Improvement 21.3 21.1 0.17 64.2
Decline 37.2 39.2 −2.0 0.2
Mental health
No change 37.8 36.3 1.5 100.0
Improvement 25.5 24.9 0.62 97.8
Decline 36.8 38.9 −2.1 0.2

SOURCE Authors’ analysis of Southern Community Cohort Study data. NOTES The study states that expanded eligibility for Medicaid and those that did not are listed in the text. The counterfactual expected percentages are based on the observed change over time in the control group (which consisted of participants in nonexpansion states). The difference-in-differences estimates and percentile ranks are explained in the notes to exhibit 3. As noted in the text, mortality was included in the categories of declining health. Separate results for mortality are reported in the appendix (see note 23 in text).