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Table 2 Fixed-effect panel data regression model for the advanced practice nursing workforces (log) in cancer care

From: Trends in the geographic inequality of advanced practice nursing workforce in cancer care in Japan from 1996 to 2022: a panel data analysis

 

Univariate regression

Multiple regression

Model 1a

Model 2b

Model 3c

 

Coefficient

P-value

95%CI

Coefficient

P-value

95%CI

Coefficient

P-value

95%CI

Coefficient

P-value

95%CI

Number of hospital nurses in the previous year (log)

 

6.998

 

6.585

7.411

0.632

0.002

0.23

1.034

–

–

–

–

–

–

–

–

Number of hospital doctors in the previous year (log)

 

14.611

< 0.001

13.975

15.246

–

–

–

–

− 1.893

< 0.001

− 2.695

− 1.091

–

–

–

–

Number of hospitals in the previous year (log)

     

–

–

–

–

–

–

–

–

− 0.854

0.098

− 1.865

0.158

Nurses’ wages in the previous year (log)

 

3.087

< 0.001

1.699

4.476

− 0.428

0.128

− 0.979

0.123

− 0.466

0.094

− 1.012

0.08

− 0.913

0.002

− 1.477

− 0.350

Number of designated cancer care hospitals in the previous year

 1st quartile

Reference

  

Reference

  

Reference

  

Reference

  

 2nd quartile

1.671

< 0.001

1.505

1.836

0.306

< 0.001

0.208

0.404

0.282

0

0.184

0.381

0.369

< 0.001

0.259

0.478

 3rd quartile

2.286

< 0.001

2.112

2.461

0.381

< 0.001

0.265

0.496

0.341

0

0.226

0.456

0.659

< 0.001

0.526

0.793

 4th quartile

2.853

< 0.001

2.654

3.052

0.429

< 0.001

0.286

0.573

0.445

0

0.303

0.587

0.638

< 0.001

0.486

0.789

Year

 

0.214

< 0.001

0.209

0.22

0.358

< 0.001

0.326

0.39

0.398

0

0.366

0.429

0.333

< 0.001

0.303

0.363

Population in the previous year

 1st quartile

Reference

  

Reference

  

Reference

  

Reference

  

 2nd quartile

− 2.142

< 0.001

− 2.783

− 1.502

− 0.113

0.289

− 0.322

0.096

− 0.031

0.77

− 0.241

0.179

− 0.066

0.510

− 0.264

0.131

 3rd quartile

− 4.668

< 0.001

− 6.074

− 3.262

0.416

0.054

− 0.007

0.839

0.451

0.035

0.031

0.871

0.419

0.051

− 0.001

0.839

 4th quartile

− 5.99

< 0.001

− 7.980

− 4.000

0.147

0.668

− 0.525

0.819

0.234

0.491

− 0.433

0.902

0.581

0.059

− 0.022

1.183

Percentage of the population aged 65 + in the previous year

 

0.361

< 0.001

0.35

0.372

− 0.27

< 0.001

− 0.323

− 0.217

− 0.252

< 0.001

− 0.305

− 0.2

− 0.225

< 0.001

− 0.273

− 0.177

Average income per capita in the previous year (log)

 

4.691

< 0.001

3.116

6.267

− 1.91

< 0.001

− 2.503

− 1.318

− 2.456

< 0.001

− 2.998

− 1.915

− 2.730

< 0.001

− 3.263

− 2.196

  1. CI: Confidence interval
  2. aOverall R2 = 0.3681
  3. bOverall R2 = 0.3019
  4. cOverall R2 = 0.4348