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Skills and Earnings in the Full-Time Labor Market
Neeta Fogg, Paul Harrington, and Ishwar Khatiwada

Appendix D: Estimated Coefficients and Percent Effects of Each Earnings Regression Model

Table D-1 (Coefficients): Estimated Coefficients of Monthly Earnings Regressions for 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 1)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model 5

Sig. Level

Model 6

Sig. Level

pvlit_

0.277

0.000

0.150

0.000

0.134

0.000

0.110

0.000

0.098

0.000

0.081

0.000

no_hsdiploma

-0.262

0.000

-0.198

0.000

-0.207

0.000

-0.195

0.000

-0.170

0.000

somecollege

0.014

0.774

0.037

0.435

0.020

0.677

-0.001

0.975

0.007

0.846

certification

0.040

0.460

0.042

0.377

0.024

0.585

0.012

0.742

0.019

0.598

associatesdegree

0.091

0.027

0.123

0.001

0.046

0.301

0.061

0.143

0.060

0.123

bachelorsdegree

0.346

0.000

0.400

0.000

0.286

0.000

0.262

0.000

0.262

0.000

mastersdegree

0.524

0.000

0.552

0.000

0.420

0.000

0.352

0.000

0.371

0.000

professionaldegree

0.576

0.000

0.673

0.000

0.534

0.000

0.460

0.000

0.472

0.000

phddegree

0.639

0.000

0.714

0.000

0.569

0.000

0.506

0.000

0.448

0.000

experience

0.036

0.000

0.033

0.000

0.031

0.000

0.031

0.000

experiencesq

-0.001

0.000

-0.0005

0.000

-0.0005

0.000

-0.001

0.000

eng_writing_very_well

-0.028

0.457

-0.021

0.580

-0.023

0.520

0.001

0.972

english_writing_notwell

-0.130

0.032

-0.096

0.147

-0.097

0.132

-0.086

0.223

nonprofit_sector

-0.203

0.000

-0.160

0.000

-0.112

0.011

public_sector

-0.101

0.002

-0.069

0.028

-0.052

0.063

semi_skilled_white_collar_occ

-0.378

0.000

-0.329

0.000

-0.309

0.000

semi_skilled_blue_collar_occ

-0.178

0.000

-0.181

0.000

-0.261

0.000

elementary_occ

-0.412

0.000

-0.383

0.000

-0.433

0.000

missing_occ

0.076

0.477

-0.037

0.799

-0.120

0.412

enrolled

-0.100

0.028

-0.090

0.040

weekly_hours

0.020

0.000

0.018

0.000

northeast

0.124

0.010

0.101

0.023

midwest

0.069

0.124

0.050

0.256

west

0.141

0.006

0.119

0.015

male

0.242

0.000

hispanic

-0.037

0.397

black

-0.017

0.606

asian_pi

0.073

0.247

other_race1

-0.009

0.838

foreign_born

0.003

0.947

with_disabilities

-0.084

0.007

_cons

8.193

0.000

8.066

0.000

7.600

0.000

7.876

0.000

6.948

0.000

6.949

0.000

e_r2

0.187

0.000

0.284

0.000

0.344

0.000

0.405

0.000

0.467

0.000

0.500

0.000

e_N

2242

2242

2242

2242

2242

2242

Table D-2 (Percent Effects): Estimated Percent Effects on the Monthly Earnings of 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 1)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model 5

Sig. Level

Model 6

Sig. Level

pvlit_

31.9%

0

16.2%

0.000

14.3%

0.000

11.6%

0.000

10.3%

0.000

8.4%

0.000

no_hsdiploma

-23.0%

0.000

-18.0%

0.000

-18.7%

0.000

-17.7%

0.000

-15.6%

0.000

somecollege

1.4%

0.774

3.8%

0.435

2.0%

0.677

-0.1%

0.975

0.7%

0.846

certification

4.1%

0.460

4.3%

0.377

2.4%

0.585

1.2%

0.742

1.9%

0.598

associatesdegree

9.5%

0.027

13.1%

0.001

4.7%

0.301

6.3%

0.143

6.2%

0.123

bachelorsdegree

41.3%

0.000

49.2%

0.000

33.1%

0.000

30.0%

0.000

30.0%

0.000

mastersdegree

68.9%

0.000

73.7%

0.000

52.2%

0.000

42.2%

0.000

44.9%

0.000

professionaldegree

77.9%

0.000

96.0%

0.000

70.6%

0.000

58.4%

0.000

60.3%

0.000

phddegree

89.5%

0.000

104.2%

0.000

76.6%

0.000

65.9%

0.000

56.5%

0.000

experience

3.7%

0.000

3.4%

0.000

3.1%

0.000

3.1%

0.000

experiencesq

-0.1%

0.000

-0.05%

0.000

-0.05%

0.000

-0.1%

0.000

eng_writing_very_well

-2.8%

0.457

-2.1%

0.580

-2.3%

0.520

0.1%

0.972

english_writing_notwell

-12.2%

0.032

-9.2%

0.147

-9.2%

0.132

-8.2%

0.223

nonprofit_sector

-18.4%

0.000

-14.8%

0.000

-10.6%

0.011

public_sector

-9.6%

0.002

-6.7%

0.028

-5.1%

0.063

semi_skilled_white_collar_occ

-31.5%

0.000

-28.0%

0.000

-26.6%

0.000

semi_skilled_blue_collar_occ

-16.3%

0.000

-16.6%

0.000

-23.0%

0.000

elementary_occ

-33.8%

0.000

-31.8%

0.000

-35.1%

0.000

missing_occ

7.9%

0.477

-3.6%

0.799

-11.3%

0.412

enrolled

-9.5%

0.028

-8.6%

0.040

weekly_hours

2.0%

0.000

1.8%

0.000

northeast

13.2%

0.010

10.6%

0.023

midwest

7.1%

0.124

5.1%

0.256

west

15.1%

0.006

12.6%

0.015

male

27.4%

0.000

hispanic

-3.6%

0.397

black

-1.7%

0.606

asian_pi

7.6%

0.247

other_race1

-0.9%

0.838

foreign_born

0.3%

0.947

with_disabilities

-8.1%

0.007

Table D-3 (Coefficients): Estimated Coefficients of Monthly Earnings Regressions for 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 2)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model 5

Sig. Level

Model 6

Sig. Level

pvnum_

0.292

0.000

0.171

0.000

0.155

0.000

0.130

0.000

0.111

0.000

0.080

0.000

no_hsdiploma

-0.275

0.000

-0.200

0.000

-0.204

0.000

-0.195

0.000

-0.175

0.000

somecollege

0.011

0.815

0.032

0.499

0.012

0.800

-0.006

0.887

0.007

0.862

certification

0.027

0.615

0.028

0.551

0.007

0.869

0.001

0.988

0.013

0.732

associatesdegree

0.084

0.033

0.112

0.003

0.031

0.474

0.051

0.216

0.056

0.144

bachelorsdegree

0.323

0.000

0.374

0.000

0.255

0.000

0.240

0.000

0.254

0.000

mastersdegree

0.497

0.000

0.522

0.000

0.384

0.000

0.326

0.000

0.361

0.000

professionaldegree

0.557

0.000

0.649

0.000

0.503

0.000

0.440

0.000

0.468

0.000

phddegree

0.588

0.000

0.662

0.000

0.513

0.000

0.464

0.000

0.437

0.000

experience

0.036

0.000

0.033

0.000

0.031

0.000

0.032

0.000

experiencesq

-0.001

0.000

-0.0005

0.000

-0.0005

0.000

-0.001

0.000

eng_writing_very_well

-0.009

0.811

-0.008

0.825

-0.011

0.761

0.007

0.837

english_writing_notwell

-0.132

0.028

-0.095

0.153

-0.100

0.122

-0.092

0.201

nonprofit_sector

-0.201

0.000

-0.159

0.000

-0.115

0.009

public_sector

-0.088

0.008

-0.059

0.070

-0.047

0.105

semi_skilled_white_collar_occ

-0.373

0.000

-0.327

0.000

-0.312

0.000

semi_skilled_blue_collar_occ

-0.196

0.000

-0.197

0.000

-0.271

0.000

elementary_occ

-0.422

0.000

-0.394

0.000

-0.442

0.000

missing_occ

0.035

0.754

-0.068

0.648

-0.134

0.359

enrolled

-0.103

0.022

-0.093

0.033

weekly_hours

0.020

0.000

0.017

0.000

northeast

0.121

0.011

0.102

0.023

midwest

0.066

0.144

0.051

0.243

west

0.135

0.009

0.119

0.015

male

0.226

0.000

hispanic

-0.034

0.438

black

-0.001

0.980

asian_pi

0.070

0.272

other_race1

-0.002

0.970

foreign_born

-0.009

0.841

with_disabilities

-0.089

0.004

_cons

8.184

0.000

8.070

0.000

7.593

0.000

7.876

0.000

6.975

0.000

6.965

0.000

e_r2

0.205

0.000

0.296

0.000

0.355

0.000

0.413

0.000

0.472

0.000

0.500

0.000

e_N

2242

2242

2242

2242

2242

2242

Table D-4 (Percent Effects): Estimated Percent Effects on the Monthly Earnings of 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 2)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model

5

Sig. Level

Model 6

Sig. Level

pvnum_

33.9%

0

18.6%

0.000

16.8%

0.000

13.9%

0.000

11.7%

0.000

8.3%

0.000

no_hsdiploma

-24.0%

0.000

-18.1%

0.000

-18.5%

0.000

-17.7%

0.000

-16.1%

0.000

somecollege

1.1%

0.815

3.3%

0.499

1.2%

0.800

-0.6%

0.887

0.7%

0.862

certification

2.7%

0.615

2.8%

0.551

0.7%

0.869

0.1%

0.988

1.3%

0.732

associatesdegree

8.8%

0.033

11.9%

0.003

3.1%

0.474

5.2%

0.216

5.8%

0.144

bachelorsdegree

38.1%

0.000

45.4%

0.000

29.0%

0.000

27.1%

0.000

28.9%

0.000

mastersdegree

64.4%

0.000

68.5%

0.000

46.8%

0.000

38.5%

0.000

43.5%

0.000

professionaldegree

74.5%

0.000

91.4%

0.000

65.4%

0.000

55.3%

0.000

59.7%

0.000

phddegree

80.0%

0.000

93.9%

0.000

67.0%

0.000

59.0%

0.000

54.8%

0.000

experience

3.7%

0.000

3.4%

0.000

3.1%

0.000

3.3%

0.000

experiencesq

-0.1%

0.000

-0.05%

0.000

-0.05%

0.000

-0.1%

0.000

eng_writing_very_well

-0.9%

0.811

-0.8%

0.825

-1.1%

0.761

0.7%

0.837

english_writing_notwell

-12.4%

0.028

-9.1%

0.153

-9.5%

0.122

-8.8%

0.201

nonprofit_sector

-18.2%

0.000

-14.7%

0.000

-10.9%

0.009

public_sector

-8.4%

0.008

-5.7%

0.070

-4.6%

0.105

semi_skilled_white_collar_occ

-31.1%

0.000

-27.9%

0.000

-26.8%

0.000

semi_skilled_blue_collar_occ

-17.8%

0.000

-17.9%

0.000

-23.7%

0.000

elementary_occ

-34.4%

0.000

-32.6%

0.000

-35.7%

0.000

missing_occ

3.6%

0.754

-6.6%

0.648

-12.5%

0.359

enrolled

-9.8%

0.022

-8.9%

0.033

weekly_hours

2.0%

0.000

1.7%

0.000

northeast

12.9%

0.011

10.7%

0.023

midwest

6.8%

0.144

5.2%

0.243

west

14.5%

0.009

12.6%

0.015

male

25.4%

0.000

hispanic

-3.3%

0.438

black

-0.1%

0.980

asian_pi

7.3%

0.272

other_race1

-0.2%

0.970

foreign_born

-0.9%

0.841

with_disabilities

-8.5%

0.004

Table D-5 (Coefficients): Estimated Coefficients of Monthly Earnings Regressions for 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 3)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model 5

Sig. Level

Model 6

Sig. Level

pv_litdum1b

-0.268

0.000

-0.130

0.026

-0.068

0.224

-0.035

0.516

-0.039

0.445

-0.039

0.429

pv_litdum3

0.284

0.000

0.146

0.001

0.130

0.003

0.112

0.006

0.086

0.021

0.066

0.076

pv_litdum45

0.567

0.000

0.303

0.000

0.306

0.000

0.264

0.000

0.235

0.000

0.191

0.000

no_hsdiploma

-0.313

0.000

-0.234

0.000

-0.239

0.000

-0.224

0.000

-0.192

0.000

somecollege

0.022

0.645

0.044

0.361

0.025

0.603

0.005

0.910

0.013

0.736

certification

0.048

0.381

0.051

0.292

0.032

0.457

0.021

0.583

0.026

0.480

associatesdegree

0.102

0.015

0.132

0.001

0.054

0.234

0.069

0.106

0.066

0.097

bachelorsdegree

0.357

0.000

0.406

0.000

0.291

0.000

0.268

0.000

0.266

0.000

mastersdegree

0.537

0.000

0.557

0.000

0.423

0.000

0.355

0.000

0.373

0.000

professionaldegree

0.592

0.000

0.677

0.000

0.535

0.000

0.460

0.000

0.473

0.000

phddegree

0.651

0.000

0.712

0.000

0.565

0.000

0.502

0.000

0.445

0.000

experience

0.037

0.000

0.033

0.000

0.031

0.000

0.032

0.000

experiencesq

-0.001

0.000

-0.0005

0.000

-0.0005

0.000

-0.001

0.000

eng_writing_very_well

-0.020

0.590

-0.014

0.709

-0.017

0.638

0.004

0.905

english_writing_notwell

-0.187

0.002

-0.148

0.021

-0.144

0.025

-0.119

0.094

nonprofit_sector

-0.204

0.000

-0.161

0.000

-0.113

0.011

public_sector

-0.101

0.002

-0.068

0.031

-0.051

0.069

semi_skilled_white_collar_occ

-0.379

0.000

-0.330

0.000

-0.309

0.000

semi_skilled_blue_collar_occ

-0.173

0.000

-0.177

0.000

-0.258

0.000

elementary_occ

-0.418

0.000

-0.389

0.000

-0.436

0.000

missing_occ

0.080

0.465

-0.035

0.817

-0.118

0.428

enrolled

-0.097

0.031

-0.087

0.044

weekly_hours

0.020

0.000

0.018

0.000

northeast

0.124

0.010

0.101

0.024

midwest

0.070

0.113

0.050

0.252

west

0.140

0.006

0.119

0.015

male

0.241

0.000

hispanic

-0.042

0.331

black

-0.023

0.489

asian_pi

0.074

0.232

other_race1

-0.008

0.855

foreign_born

-0.003

0.954

with_disabilities

-0.089

0.004

_cons

8.073

0.000

7.999

0.000

7.521

0.000

7.803

0.000

6.886

0.000

6.907

0.000

e_r2

0.171

0.000

0.280

0.000

0.344

0.000

0.406

0.000

0.468

0.000

0.501

0.000

e_N

2242

2242

2242

2242

2242

2242

Table D-6 (Percent Effects): Estimated Percent Effects on the Monthly Earnings of 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 3)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model

5

Sig. Level

Model 6

Sig. Level

pv_litdum1b

-23.5%

0.000

-12.2%

0.026

-6.6%

0.224

-3.4%

0.516

-3.8%

0.445

-3.8%

0.429

pv_litdum3

32.8%

0.000

15.7%

0.001

13.9%

0.003

11.9%

0.006

9.0%

0.021

6.8%

0.076

pv_litdum45

76.3%

0.000

35.4%

0.000

35.8%

0.000

30.2%

0.000

26.5%

0.000

21.0%

0.000

no_hsdiploma

-26.9%

0.000

-20.9%

0.000

-21.3%

0.000

-20.1%

0.000

-17.5%

0.000

somecollege

2.2%

0.645

4.5%

0.361

2.5%

0.603

0.5%

0.910

1.3%

0.736

certification

4.9%

0.381

5.2%

0.292

3.3%

0.457

2.1%

0.583

2.6%

0.480

associatesdegree

10.7%

0.015

14.1%

0.001

5.5%

0.234

7.1%

0.106

6.8%

0.097

bachelorsdegree

42.9%

0.000

50.1%

0.000

33.8%

0.000

30.7%

0.000

30.5%

0.000

mastersdegree

71.1%

0.000

74.5%

0.000

52.7%

0.000

42.6%

0.000

45.2%

0.000

professionaldegree

80.8%

0.000

96.8%

0.000

70.7%

0.000

58.4%

0.000

60.5%

0.000

phddegree

91.7%

0.000

103.8%

0.000

75.9%

0.000

65.2%

0.000

56.0%

0.000

experience

3.8%

0.000

3.4%

0.000

3.1%

0.000

3.3%

0.000

experiencesq

-0.1%

0.000

-0.05%

0.000

-0.05%

0.000

-0.1%

0.000

eng_writing_very_well

-2.0%

0.590

-1.4%

0.709

-1.7%

0.638

0.4%

0.905

english_writing_notwell

-17.1%

0.002

-13.8%

0.021

-13.4%

0.025

-11.2%

0.094

nonprofit_sector

-18.5%

0.000

-14.9%

0.000

-10.7%

0.011

public_sector

-9.6%

0.002

-6.6%

0.031

-5.0%

0.069

semi_skilled_white_collar_occ

-31.5%

0.000

-28.1%

0.000

-26.6%

0.000

semi_skilled_blue_collar_occ

-15.9%

0.000

-16.2%

0.000

-22.7%

0.000

elementary_occ

-34.2%

0.000

-32.2%

0.000

-35.3%

0.000

missing_occ

8.3%

0.465

-3.4%

0.817

-11.1%

0.428

enrolled

-9.2%

0.031

-8.3%

0.044

weekly_hours

2.0%

0.000

1.8%

0.000

northeast

13.2%

0.010

10.6%

0.024

midwest

7.3%

0.113

5.1%

0.252

west

15.0%

0.006

12.6%

0.015

male

27.3%

0.000

hispanic

-4.1%

0.331

black

-2.3%

0.489

asian_pi

7.7%

0.232

other_race1

-0.8%

0.855

foreign_born

-0.3%

0.954

with_disabilities

-8.5%

0.004

Table D-7 (Coefficients): Estimated Coefficients of Monthly Earnings Regressions for 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 4)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model 5

Sig. Level

Model 6

Sig. Level

pv_numdum1b

-0.270

0.000

-0.153

0.003

-0.103

0.042

-0.081

0.106

-0.066

0.156

-0.049

0.283

pv_numdum3

0.283

0.000

0.153

0.001

0.151

0.000

0.128

0.002

0.106

0.006

0.077

0.045

pv_numdum45

0.579

0.000

0.340

0.000

0.348

0.000

0.306

0.000

0.276

0.000

0.197

0.003

no_hsdiploma

-0.328

0.000

-0.235

0.000

-0.234

0.000

-0.221

0.000

-0.192

0.000

somecollege

0.021

0.652

0.041

0.383

0.021

0.659

0.002

0.958

0.012

0.750

certification

0.039

0.478

0.039

0.415

0.018

0.686

0.009

0.804

0.018

0.619

associatesdegree

0.095

0.022

0.121

0.002

0.039

0.385

0.058

0.172

0.061

0.128

bachelorsdegree

0.333

0.000

0.378

0.000

0.259

0.000

0.242

0.000

0.254

0.000

mastersdegree

0.507

0.000

0.523

0.000

0.383

0.000

0.324

0.000

0.358

0.000

professionaldegree

0.571

0.000

0.653

0.000

0.505

0.000

0.439

0.000

0.466

0.000

phddegree

0.589

0.000

0.649

0.000

0.498

0.000

0.447

0.000

0.425

0.000

experience

0.037

0.000

0.034

0.000

0.031

0.000

0.032

0.000

experiencesq

-0.001

0.000

-0.0005

0.000

-0.0005

0.000

-0.001

0.000

eng_writing_very_well

-0.005

0.899

-0.004

0.910

-0.007

0.836

0.008

0.819

english_writing_notwell

-0.180

0.002

-0.136

0.031

-0.137

0.028

-0.116

0.104

nonprofit_sector

-0.197

0.000

-0.155

0.001

-0.113

0.011

public_sector

-0.087

0.009

-0.057

0.073

-0.046

0.109

semi_skilled_white_collar_occ

-0.376

0.000

-0.330

0.000

-0.313

0.000

semi_skilled_blue_collar_occ

-0.189

0.000

-0.190

0.000

-0.264

0.000

elementary_occ

-0.422

0.000

-0.394

0.000

-0.439

0.000

missing_occ

0.039

0.725

-0.067

0.653

-0.131

0.368

enrolled

-0.102

0.024

-0.092

0.035

weekly_hours

0.020

0.000

0.018

0.000

northeast

0.121

0.009

0.101

0.021

midwest

0.066

0.129

0.050

0.242

west

0.135

0.009

0.119

0.015

male

0.221

0.000

hispanic

-0.037

0.385

black

-0.008

0.826

asian_pi

0.074

0.245

other_race1

0.000

0.996

foreign_born

-0.014

0.757

with_disabilities

-0.091

0.003

_cons

8.133

0.000

8.040

0.000

7.541

0.000

7.828

0.000

6.927

0.000

6.937

0.000

e_r2

0.191

0.000

0.294

0.000

0.357

0.000

0.416

0.000

0.475

0.000

0.502

0.000

e_N

2242

2242

2242

2242

2242

2242

Table D-8 (Percent Effects): Estimated Percent Effects on the Monthly Earnings of 25- to 54-Year-Old Full-Time Employed Workers, 2012-2014 (Estimated from Earnings Regression Models 1-6, Set 4)

Model 1

Sig. Level

Model 2

Sig. Level

Model 3

Sig. Level

Model 4

Sig. Level

Model 5

Sig. Level

Model 6

Sig. Level

pv_numdum1b

-23.7%

0.000

-14.2%

0.003

-9.8%

0.042

-7.8%

0.106

-6.4%

0.156

-4.8%

0.283

pv_numdum3

32.7%

0.000

16.5%

0.001

16.3%

0.000

13.7%

0.002

11.2%

0.006

8.0%

0.045

pv_numdum45

78.4%

0.000

40.5%

0.000

41.6%

0.000

35.8%

0.000

31.8%

0.000

21.8%

0.003

no_hsdiploma

-28.0%

0.000

-20.9%

0.000

-20.9%

0.000

-19.8%

0.000

-17.5%

0.000

somecollege

2.1%

0.652

4.2%

0.383

2.1%

0.659

0.2%

0.958

1.2%

0.750

certification

4.0%

0.478

4.0%

0.415

1.8%

0.686

0.9%

0.804

1.8%

0.619

associatesdegree

10.0%

0.022

12.9%

0.002

4.0%

0.385

6.0%

0.172

6.3%

0.128

bachelorsdegree

39.5%

0.000

45.9%

0.000

29.6%

0.000

27.4%

0.000

28.9%

0.000

mastersdegree

66.0%

0.000

68.7%

0.000

46.7%

0.000

38.3%

0.000

43.0%

0.000

professionaldegree

77.0%

0.000

92.1%

0.000

65.7%

0.000

55.1%

0.000

59.4%

0.000

phddegree

80.2%

0.000

91.4%

0.000

64.5%

0.000

56.4%

0.000

53.0%

0.000

experience

3.8%

0.000

3.5%

0.000

3.1%

0.000

3.3%

0.000

experiencesq

-0.1%

0.000

-0.05%

0.000

-0.05%

0.000

-0.1%

0.000

eng_writing_very_well

-0.5%

0.899

-0.4%

0.910

-0.7%

0.836

0.8%

0.819

english_writing_notwell

-16.5%

0.002

-12.7%

0.031

-12.8%

0.028

-11.0%

0.104

nonprofit_sector

-17.9%

0.000

-14.4%

0.001

-10.7%

0.011

public_sector

-8.3%

0.009

-5.5%

0.073

-4.5%

0.109

semi_skilled_white_collar_occ

-31.3%

0.000

-28.1%

0.000

-26.9%

0.000

semi_skilled_blue_collar_occ

-17.2%

0.000

-17.3%

0.000

-23.2%

0.000

elementary_occ

-34.4%

0.000

-32.6%

0.000

-35.5%

0.000

missing_occ

4.0%

0.725

-6.5%

0.653

-12.3%

0.368

enrolled

-9.7%

0.024

-8.8%

0.035

weekly_hours

2.0%

0.000

1.8%

0.000

northeast

12.9%

0.009

10.6%

0.021

midwest

6.8%

0.129

5.1%

0.242

west

14.5%

0.009

12.6%

0.015

male

24.7%

0.000

hispanic

-3.6%

0.385

black

-0.8%

0.826

asian_pi

7.7%

0.245

other_race1

0.0%

0.996

foreign_born

-1.4%

0.757

with_disabilities

-8.7%

0.003