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Table 2 Multivariate models of COVID-19 studies in the United States for all studies, Phase 1 trials, Phase 2 trials, Phase 3 trials, Phase 4 trials, interventional studies, observational studies, government-sponsored studies, and industry-sponsored studies

From: Demographic disparities in access to COVID-19 clinical trial sites across the United States: a geospatial analysis

Covariate

All Studies

Enrollment

Phase 1

Phase 2

Phase 3

Phase 4

Interventional

Observational

Govt Sponsored

Industry Sponsored

β

p

β

p

β

p

β

p

β

p

β

p

β

p

β

p

β

p

β

p

(Constant)

177

0.012

−159496

0.965

5

0.490

88

0.006

123

0.006

3

0.417

175

0.004

12

0.577

42

0.174

143

0.004

Black or African American

−11

0.593

−2011697

0.062

−2

0.463

20

0.035

4

0.777

−1

0.359

13

0.473

−25

< 0.001

−27

0.003

17

0.241

American Indian/Alaska Native

180

< 0.001

7655854

0.001

8

0.081

62

0.002

140

< 0.001

3

0.142

195

< 0.001

−1

0.960

28

0.152

149

< 0.001

Asian

926

< 0.001

37773918

< 0.001

62

< 0.001

293

< 0.001

411

< 0.001

25

< 0.001

704

< 0.001

189

< 0.001

275

< 0.001

501

< 0.001

Native Hawaiian and Other Pacific Islander

−616

0.086

−21308532

0.253

−25

0.520

−200

0.221

−242

0.284

−18

0.311

−450

0.144

−174

0.112

−326

0.038

−258

0.313

Hispanic or Latino

103

0.009

2455695

0.232

7

0.107

59

0.001

80

0.001

0

0.828

111

0.001

−6

0.610

21

0.219

74

0.009

Other Race

−89

0.469

2801764

0.661

−4

0.746

−71

0.203

−63

0.419

2

0.808

−66

0.529

5

0.886

−25

0.646

−15

0.865

Multi-Racial

−749

0.002

−34051155

0.008

−56

0.036

−268

0.017

−438

0.005

−22

0.070

−685

0.001

−111

0.139

−198

0.067

−500

0.004

Male

−1268

< 0.001

−11535128

0.502

−42

0.242

−564

< 0.001

−628

0.003

−38

0.021

−1010

< 0.001

−317

0.002

−555

< 0.001

−748

0.001

Female

612

0.080

35979780

0.048

67

0.079

114

0.475

379

0.086

−2

0.911

575

0.056

47

0.659

48

0.755

448

0.072

Age 0–4 Years

−2001

0.005

−41789415

0.254

−264

0.001

−718

0.025

−971

0.029

−23

0.523

−1743

0.004

−273

0.203

−392

0.203

−1231

0.014

Age 5–9 Years

−1113

0.198

−127200877

0.005

28

0.767

−244

0.536

−986

0.070

−9

0.828

−1354

0.068

171

0.515

−111

0.769

−1115

0.070

Age 10–14 Years

1096

0.163

1584921

0.969

24

0.782

574

0.109

689

0.164

−4

0.913

1168

0.083

−172

0.472

417

0.225

594

0.288

Age 15–19 Years

−1181

0.044

18105192

0.552

−89

0.162

−367

0.170

−788

0.033

26

0.371

−1155

0.022

147

0.411

−375

0.143

−501

0.229

Age 20–24 Years

653

0.103

−51374090

0.014

−2

0.962

256

0.162

304

0.228

6

0.776

453

0.187

106

0.384

552

0.002

41

0.885

Age 25–34 Years

3365

< 0.001

94000525

< 0.001

210

< 0.001

1310

< 0.001

1542

< 0.001

85

< 0.001

2608

< 0.001

739

< 0.001

1109

< 0.001

1960

< 0.001

Age 35–44 Years

−972

0.036

−33958955

0.159

−104

0.039

−370

0.080

−505

0.084

5

0.839

−849

0.033

−61

0.665

−87

0.668

−586

0.076

Age 45–54 Years

356

0.320

−12107653

0.516

−21

0.590

283

0.084

96

0.671

16

0.374

222

0.471

200

0.067

318

0.043

127

0.618

Age 55–64 Years

250

0.637

−22617756

0.412

−12

0.830

172

0.477

82

0.807

24

0.367

103

0.822

171

0.290

316

0.173

26

0.946

Age 75–84 Years

−208

0.797

−4543545

0.914

−76

0.387

−12

0.974

−275

0.589

28

0.488

−265

0.702

105

0.669

357

0.312

−431

0.453

Age 85 + Years

640

0.306

−36063432

0.267

40

0.555

443

0.120

272

0.490

33

0.288

365

0.496

185

0.332

121

0.659

550

0.216