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. Author manuscript; available in PMC: 2016 Dec 5.
Published in final edited form as: Am Econ J Econ Policy. 2015 Nov;7(4):41–70. doi: 10.1257/pol.20140262

Table 6.

Impact of Medicare on Insurance and Spending by Education Group in the MEPS 2007–2010

Medicare’s impact by educational attainment
Less than 12 years
of education
12 years of
education
More than 12 years of
education
Dependent variable Any coverage 2+ plans Any coverage 2+ plans Any coverage 2+ plans
Panel A. Insurance coverage and generosity
Age 65+ 0.234**
(0.023)
0.433**
(0.047)
0.145**
(0.016)
0.548**
(0.027)
0.085**
(0.010)
0.654**
(0.024)
Mean pre-65 0.71 0.09 0.84 0.06 0.91 0.05
Relative effect 32.96 481.11 17.26 913.33 9.34 1,308
Observations 7,603 7,603 10,524 10,524 15,164 15,164
Dependent variable Total
spending
OOP
spending
Total
spending
OOP
spending
Total
spending
OOP
spending

Panel B. Total and out-of-pocket (OOP) spending
Age 65+ 1,470
(1,356)
−29
(99)
−2,484*
(1,423)
−326**
(102)
−3,230**
(986)
−378***
(154)
Mean pre-65 6,221 707 6,333 895 6,372 1,119
Relative effect 23.62 −4.17 −39.22 −36.42 −50.69 −33.78
Observations 7,603 7,603 10,524 10,524 15,164 15,164

Notes: Panel A considers the likelihood of any coverage (columns 1, 3, and 5) or the likelihood of 2 or more policies (columns 2, 4, and 6). Panel B considers total spending (columns 1, 3, and 5) or out-of-pocket spending (columns 2, 4, and 6). Across all outcomes, the first two columns are for those with less than 12 years of education, the third and fourth columns are for those with exactly 12 years of education, and the last two columns are for those with more than 12 years of education. All regressions include a constant, an indicator for ages 65 and above, and a quadratic in age in quarters that is allowed to vary on either side of age 65. Standard errors are clustered by age in quarters.

***

Significant at the 1 percent level.

**

Significant at the 5 percent level.

*

Significant at the 10 percent level.

Source: Data are from the 2007–2010 Medical Expenditure Panel Survey and include respondents aged 50 to 80.