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Table 2 Principal component analysis of importance ratings of job characteristics by health providers in both states (public and private)

From: Job satisfaction and motivation of health workers in public and private sectors: cross-sectional analysis from two Indian states

Rotated component matrix

 

Component correlation

 

1

Job content &

work environment

2

Extrinsic

benefits

3

Autonomy &

security

4

Transparency

Challenging work

0.714

-0.028

0.095

0.039

Training opportunities

0.680

0.158

-0.064

-0.007

Tools to use skills on the job

0.667

0.202

0.131

0.137

Good working relationship with colleagues

0.602

0.177

-0.025

-0.053

Good physical conditions

0.591

0.203

0.028

0.072

Knowing what you are expected to do

0.511

0.280

0.156

0.079

Good employment benefits

0.171

0.748

0.128

-0.040

Good income

0.013

0.644

0.048

0.142

Opportunity to advance

0.360

0.617

0.125

-0.043

Time for family life

0.089

0.563

-0.093

0.039

Based in good location

0.343

0.520

0.082

-0.082

Keeping job as long as you want

0.081

0.148

0.735

0.078

Independence from interference

0.046

0.017

0.727

-0.174

Not having work influenced by political decisions

0.002

0.038

-0.270

0.666

Not having to pay bribes to get what you want

0.099

-0.020

0.107

0.787

Superior who recognized work

0.351

0.488

0.228

-0.015

Trusted by clients

0.460

0.147

0.335

0.378

  1. Notes: Extraction method: principal component analysis.
  2. Rotation method: varimax with Kaiser normalization.
  3. Attributes in bold indicate correlation of 0.5 or greater