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Table 6 Multiple regression model of motivation score

From: Developing a tool to measure health worker motivation in district hospitals in Kenya

Variable

Coefficient

SE

p Value

Constant

 

36.847

0.450

p < 0.000

Hospitals

H1

-1.475

0.623

0.018

 

H2

2.580

0.604

0.000

 

H3

0.661

0.580

0.255

 

H4

0.101

0.620

0.870

 

H5

-0.455

0.578

0.432

 

H6

-1.086

0.579

0.061

 

H7

-0.487

0.584

0.405

Gender

Male

-

-

-

 

Female

-0.250

0.549

0.649

Paediatric staff

No

-

-

-

 

Yes

-0.560

0.483

0.247

Staff category

CO

0.240

0.508

0.637

 

MO

-1.948

0.784

0.013

 

Non-clinical

1.090

0.455

0.017

  1. Overall model: p = 0.0008, R2 = 0.056
  2. Dummy coding used for Gender and Paediatric variables so that coefficient is in comparison to reference group. Effect coding used for Hospital and Staff category variable so that coefficient compares group to overall mean.
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Human Resources for Health

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