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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