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Table 4 Probit Estimates

From: Effect of having private health insurance on the use of health care services: the case of Spain

 

2001

2000

 

Coef.

Std. Err.

z

P > |z|

dF/dx

Coef.

Std. Err.

z

P > |z|

dF/dx

AGE

0.0053

0.0014

3.7900

0.0000

0.0009

0.0069

0.0015

4.6500

0.0000

0.0010

FEMALE

0.0048

0.0373

0.1300

0.8970

0.0008

0.0620

0.0394

1.5700

0.1160

0.0093

UNEMPLOYMENT

−0.4790

0.0967

−4.9600

0.0000

−0.0622

−0.3185

0.0919

−3.4600

0.0010

−0.0389

WAGE

0.0235

0.0122

1.9200

0.0550

0.0040

0.0353

0.0125

2.8200

0.0050

0.0053

EDUC1

−0.6691

0.0547

−12.2400

0.0000

−0.1094

−0.6647

0.0570

−11.6600

0.0000

−0.0958

EDUC2

0.4817

0.0451

10.6700

0.0000

0.1022

0.4790

0.0473

10.1200

0.0000

0.0902

FAIR_HEALTH

−0.0769

0.0517

−1.4900

0.1370

−0.0129

−0.1284

0.0568

−2.2600

0.0240

−0.0182

BAD_HEALTH

−0.3872

0.0899

−4.3100

0.0000

−0.0546

−0.3551

0.0905

−3.9300

0.0000

−0.0438

CHRONIC

0.0234

0.0553

0.4200

0.6730

0.0041

0.1204

0.0582

2.0700

0.0390

0.0188

HOSPITAL

0.1440

0.0648

2.2200

0.0260

0.0267

0.1489

0.0693

2.1500

0.0320

0.0242

SMOKE

−0.0509

0.0386

−1.3200

0.1880

−0.0087

0.0041

0.0403

0.1000

0.9180

0.0006

MARRIED

0.1444

0.0381

3.7900

0.0000

0.0245

0.1716

0.0401

4.2800

0.0000

0.0252

_cons

−1.5293

0.1110

−13.7800

0.0000

 

−1.8762

0.1144

−16.4000

0.0000

 

Numb. of obs

9507.0000

   

9558.0000

   

Log likelihood

−3134.2760

   

−2798.6910

   

Pseudo R2

0.0927

   

0.0904

   
 

1999

1998

 

Coef.

Std. Err.

z

P > |z|

dF/dx

Coef.

Std. Err.

z

P > |z|

dF/dx

AGE

0.0065

0.0014

4.5200

0.0000

0.0010

0.0079

0.0014

5.6600

0.0000

0.0013

FEMALE

0.0598

0.0388

1.5400

0.1230

0.0093

0.0364

0.0374

0.9700

0.3300

0.0060

UNEMPLOYMENT

−0.3352

0.0892

−3.7600

0.0000

−0.0423

−0.2565

0.0750

−3.4200

0.0010

−0.0363

WAGE

0.0433

0.0135

3.1900

0.0010

0.0067

0.0145

0.0121

1.2000

0.2300

0.0024

EDUC1

−0.6338

0.0560

−11.3300

0.0000

−0.0950

−0.6165

0.0529

−11.6400

0.0000

−0.0983

EDUC2

0.4106

0.0478

8.5900

0.0000

0.0775

0.4479

0.0473

9.4700

0.0000

0.0907

FAIR_HEALTH

−0.1227

0.0552

−2.2200

0.0260

−0.0181

−0.1618

0.0524

−3.0900

0.0020

−0.0249

BAD_HEALTH

−0.4180

0.0925

−4.5200

0.0000

−0.0516

−0.3484

0.0821

−4.2400

0.0000

−0.0478

CHRONIC

0.0597

0.0574

1.0400

0.2980

0.0094

0.0406

0.0539

0.7500

0.4520

0.0067

HOSPITAL

0.2436

0.0666

3.6600

0.0000

0.0432

0.0447

0.0660

0.6800

0.4980

0.0075

SMOKE

−0.0487

0.0398

−1.2200

0.2210

−0.0075

−0.0216

0.0382

−0.5700

0.5710

−0.0035

MARRIED

0.1271

0.0393

3.2300

0.0010

0.0194

0.0910

0.0381

2.3900

0.0170

0.0148

_cons

−1.8484

0.1200

−15.4000

0.0000

 

−1.5825

0.1056

−14.9900

0.0000

 

Numb. of obs

9619.0000

   

9934.0000

   

Log likelihood

−2899.6812

   

−3116.5375

   

Pseudo R2

0.0830

   

0.0744

   
  1. (*) dF/dx is for discrete change of dummy variable from 0 to 1. z and P > |z| are the test of the underlying coefficient being 0
  2. Source: Author’s elaboration from ECHP