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Table 8 Differences-in-Differences-in-Differences Regression Analyses of Texas Reforms for Nine State Sample and Multiple Time Periods

From: The net effects of medical malpractice tort reform on health insurance losses: the Texas experience

  2002–2004 2002–2005 2002–2006 2002–2007 2002–2008 2002–2009 2002–2010
DDD Estimator 0.4919** 0.4347* 0.0733 0.2393 0.0666 0.2097 −0.1943
[0.235] [0.255] [0.260] [0.322] [0.343] [0.424] [0.379]
Treatment Dummy 0.2154*** 0.2154*** 0.2154*** 0.2154*** 0.2154*** 0.2154*** 0.2154***
[0.023] [0.023] [0.023] [0.023] [0.023] [0.023] [0.023]
Control Dummy 1.7160*** 1.7160*** 1.7160*** 1.7160*** 1.7160*** 1.7160*** 1.7160***
[0.199] [0.199] [0.199] [0.199] [0.199] [0.200] [0.200]
Control*Treatment −0.7563*** −0.7563*** −0.7563*** −0.7563*** −0.7563*** −0.7563*** −0.7563***
[0.292] [0.292] [0.292] [0.292] [0.292] [0.292] [0.292]
Reform Dummy −0.0404*** −0.0584*** −0.0429*** −0.0415*** −0.0299** −0.0555*** −0.0442***
[0.008] [0.007] [0.007] [0.007] [0.014] [0.008] [0.007]
Treatment*Reform −0.1005*** −0.0637** −0.0730** −0.0920*** 0.0243 −0.0416 −0.1374***
[0.025] [0.029] [0.029] [0.026] [0.041] [0.026] [0.025]
Control*Reform 0.1144 0.1988 0.5020*** 0.6142*** 0.6341*** 0.8821*** 0.9465***
[0.117] [0.131] [0.168] [0.189] [0.189] [0.232] [0.253]
Constant 0.3537*** 0.3537*** 0.3537*** 0.3537*** 0.3537*** 0.3537*** 0.3537***
[0.006] [0.006] [0.006] [0.006] [0.006] [0.006] [0.006]
Observations 2682 2563 2520 2461 2433 2374 2335
R-squared 0.4285 0.4238 0.4177 0.4220 0.4073 0.4083 0.4079
  1. Notes: This table presents the results of several difference-in-differences-in differences analyses obtained using the regressions described generally in eq. 2 and only using the subsample of firms operating in 9 states as the non-treated group. The dependent variable, Losses per Enrollee (LPE), is defined as the dollar amount of health insurance losses incurred by a given insurer, in a given state, during a given year, scaled by the number of plan enrollees for a given insurer, in a given state, during a given year. LPE is also scaled by 1000. In the table, “DDD estimator” is the difference-in-differences-in-differences estimator, “Treatment dummy” indicates firms operating in Texas, and “Reform Dummy” indicates years following the enactment of the Texas reform measures. Each column of output represents a separate analysis that compares LPEs in the year 2002 to a given, single year in the future. Clustered standard errors are presented in parentheses and ***indicates p < 0.01, **indicates p < 0.05, and *indicates p < 0