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. Author manuscript; available in PMC: 2014 Nov 19.
Published in final edited form as: Brookings Pap Econ Act. 2013 Fall;2013:261–302. doi: 10.1353/eca.2013.0014

Table A2.

Real Per Capita Spending Growth by Payer vs. GDP Growth Rate, 1970–2012 (Dependent variable: growth in real per capita costs paid by)

Total Personal Medicare Medicaid Private
Insurance
Out-of-
pocket
spending
Panel A: no lags
Real, per capita GDP growth (Current period) 0.165 (0.105) 0.0625 (0.0939) −0.217 (0.256) −0.370 (0.433) 0.512** (0.233) 0.508*** (0.168)
R2 (Model 1) 0.044 0.007 0.017 0.022 0.089 0.164
Panel B: with 3 lags
Sum of current and lagged real per capita GDP growth 0.553*** 0.544*** −0.463 0.313 0.980* 0.962**
Wald F statistic 6.77 8.81 .998 .323 3.7 7.33
P-value 0.013 0.005 0.324 0.573 0.062 0.010
R2 0.189 0.170 0.025 0.105 0.190 0.229
Panel C: with 5 lags
Sum of current and lagged real per capita GDP growth 1.398*** 1.187*** −0.820 2.179** 3.076*** 1.589***
Wald F statistic 54.4 41.4 1.06 6.35 58.4 15
P-value 0.000 0.000 0.311 0.016 0.000 0.000
R2 0.561 0.437 0.040 0.244 0.570 0.338
First year 1970 1970 1970 1970 1970 1970
Last year 2012 2012 2011 2011 2011 2011
N 43 43 42 42 42 42

Source: Total national health expenditures are from the CMS National Health Expenditures Accounts from 1970–2011, with 2012 estimates for total and personal spending provided by the Altarum Institute. The gross domestic product and GDP deflator are published by the Bureau of Economic Analysis.

*

p < .10,

**

p < .05,

***

p < .01

Note: Standard errors in parentheses. Results are from OLS regressions with robust standard errors. F statistics are against the null that the current and all lagged coefficients are all equal to zero.