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. Author manuscript; available in PMC: 2020 Apr 1.
Published in final edited form as: J Arthroplasty. 2018 Dec 22;34(4):619–625.e1. doi: 10.1016/j.arth.2018.12.019

TABLE 3.

Regression covariate estimates for the difference-in-difference regression model.

Parameter Estimate Std Error 95% Confidence Interval p value
Illinois (reference: Missouri) 0.00926 0.00698 −0.00448, 0.02300 0.186
Hlinois*2011 Ref
Illinois*2012 −0.00105 0.00274 −0.00645, 0.00435 0.702
Illinois*2013 −0.00250 0.00337 −0.00914, 0.00413 0.458
Illinois*2014 0.00163 0.00452 −0.00727, 0.01053 0.719
Illinois*2015 0.00895 0.00529 −0.00147, 0.01938 0.092
Illinois*2016 0.01405 0.00555 0.00312, 0.02499 0.012
Area Deprivation Index 0.00065 0.00013 0.00038, 0.00091 0.000
Number of orthopedic surgeons 0.00004 0.00002 0.00000, 0.00008 0.041
Female (reference: male) 0.00977 0.00119 0.00742, 0.01212 0.000
Age −0.00306 0.00031 −0.00366, −0.00246 0.000
Herfindahl-Hirschman Index 0.02011 0.01167 −0.00294, 0.04315 0.087
Pairwise comparisons of interaction terms Contrast sum of squares Std Error T value p value
niinois*2012 vs Illinois*2013 0.00146 0.00240 0.61 0.544
Illinois*2014 vs Illinois*2013 0.00413 0.00316 1.31 0.192
Illinois*2015 vs Illinois*2013 0.01146 0.00377 3.04 0.003
Illinois*2016 vs Illinois*2013 0.01656 0.00393 4.21 <0.001

Individual years (without state interaction) and model intercept were also included in the regression model, but are not shown here. State*year interaction terms demonstrate a statistically significant downward associations in Medicaid-funded orthopaedic surgeries prior to the date of Medicaid expansion in Illinois (January 1,2014) and significant upward associations in the post-expansion years. Pairwise comparisons of the state*year interaction variable in post-expansion years vs 2013 are included at the bottom of the table.