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Table 4 Class-specific preference estimates

From: Should I stay or should I go? Exploring the job preferences of allied health professionals working with people with disability in rural Australia

 

Class 1

Class 2

Class 3

 

Coef

S.E.

Coef

S.E.

Coef

S.E

Attribute

      

 Travel (nights away per month)

      

  Four or more

−0.5867*

0.108

0.1435*

0.150

−1.9934*

0.182

  Two or three

0.2539*

0.070

0.1238*

0.093

0.4484*

0.101

  One or less

0.3328*

0.091

−0.2673*

0.149

1.5450*

0.154

 Flexibility in work hours

      

  Little

−0.2909*

0.118

−1.1207*

0.137

−0.4031*

0.131

  Some

0.0116*

0.074

0.1120*

0.097

0.1715*

0.111

  Very

0.2793*

0.093

1.0087*

0.128

0.2316*

0.119

 Professional support

      

  Rarely

−0.9648*

0.111

−0.5421*

0.124

−0.0875*

0.153

  Sometimes

0.3093*

0.080

−0.1366*

0.107

0.1022*

0.125

  Readily

0.6555*

0.090

0.6787*

0.111

−0.0147*

0.133

 Development (access to CPD)

      

  Minimal

−0.8530*

0.123

−0.7897*

0.151

−0.2265*

0.136

  Adequate

0.3264*

0.071

0.3994*

0.112

−0.0535*

0.118

  Ideal

0.5266*

0.098

0.3902*

0.134

0.2799*

0.120

 Remuneration

      

  5 % above

−0.2534*

0.069

−0.6195*

0.121

−0.2248*

0.109

  10 % above

0.2430*

0.067

0.0235*

0.093

−0.0408*

0.122

  15 % above

0.0104*

0.069

0.5960*

0.120

0.2656*

0.101

 Autonomy of practice

      

  Limited

−0.7652

0.106

−0.9937*

0.137

−0.3517*

0.144

  Some

0.2667

0.072

−0.0062*

0.118

−0.1212*

0.126

  High level

0.4986

0.086

0.9999*

0.170

0.4729*

0.115

Covariates

      

 Constant

3.4202*

0.983

3.1409

0.991

2.7213

0.997

 Dependent children

−0.4654

0.178

−0.1577

0.162*

0.6231

0.191*

 Class probability yesa

0.25

 

0.39

 

0.75

 

 High household income

−0.2306

0.150

−0.0508

0.144

0.2814

0.151

 Class probabilitya

0.29

 

0.42

 

0.62

 

 Age

0.0063

0.015

0.0069

0.013

−0.0132

0.018

 Mean age

36.0

 

38.0

 

40.2

 

Average class probability

0.4038

0.3078

0.2884

 Log-likelihood

−1433.357

    

 AIC

2.96

     

 BIC

3.11

     

 Pseudo R-squared

0.33

     
  1. *: significant at 5 %
  2. aProportion ascribed to each class