Table 2

Summary statistics testing for the endogeneity of the health insurance variable

Statistics Tests*
Public providers
Private providers




DF**
Statistic
p-value
DF**
Statistic
p-value

Unconditional estimates (N = 16485):
Askes & Jamsostek






-Wu-Hausman
F(2,16453)
0.7326
0.4807
F(2,16453)
0.19261
0.8248
-Durbin-Wu-Hausman
Chi-sq(2)
1.4679
0.4800
Chi-sq(2)
0.38597
0.8245

Askes only






-Wu-Hausman
F(1,16454
0.0850
0.7707
F(1,16454)
0.34298
0.5581
-Durbin-Wu-Hausman
Chi-sq(1)
0.0851
0.7705
Chi-sq(1)
0.34361
0.5578

Jamsostek only






-Wu-Hausman
F(1,16454)
0.8811
0.3479
F(1,16454)
0.18927
0.6635
-Durbin-Wu-Hausman
Chi-sq(1)
0.8828
0.3475
Chi-sq(1)
0.18962
0.6632

Conditional estimates (N = 5055):
Askes & Jamsostek






-Wu-Hausman
F(2,5023)
0.14599
0.8642
F(2,5023)
1.34468
0.2607
-Durbin-Wu-Hausman
Chi-sq(2)
0.29383
0.8634
Chi-sq(2)
2.70505
0.2586

Askes only






-Wu-Hausman
F(1,5024)
0.00437
0.9473
F(1,5024)
0.47523
0.4906
-Durbin-Wu-Hausman
Chi-sq(1)
0.00439
0.9472
Chi-sq(1)
0.47811
0.4893

Jamsostek only






-Wu-Hausman
F(1,5024)
0.24074
0.6237
F(1,5024)
2.64705
0.1038
-Durbin-Wu-Hausman
Chi-sq(1)
0.24221
0.6226
Chi-sq(1)
2.66198
0.1028

*Statistic tests were calculated using Instrumental Variable estimation [15].

** Degree of freedom (DF).

Hidayat Cost Effectiveness and Resource Allocation 2008 6:15   doi:10.1186/1478-7547-6-15

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