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Table 4 Summary of multigroup modelling process including tests for equality of coefficients and partially constrained multigroup probit model

From: The working disadvantaged: the role of age, job tenure and disability in precarious work

 

Test for equality for separate constrained models

Multigroup analyses (Partially constrained model)‡

 

No disability

Disability†

 

X2 (df)

OR (95%CI)

OR (95%CI)

Independent variables

 Age (years)

7.8 (2)model a*

  

  Young adult (18–35)

 

ref

ref

  Middle-aged adult (36–50)

 

0.99 (0.66, 1.50)

1.31 (0.86, 1.99)

  Older adult (> 50)

 

0.67 (0.42, 1.06)

1.88 (1.19, 2.98)

 Job tenure (years)

5.6 (1)model b*

0.99 (0.97, 1.01)

0.95 (0.93, 0.98)

Sociodemographic

 Gender (women)

2.7 (1)model c

0.96 (0.69, 1.34)

1.36 (0.96, 1.91)

 Marital Status

  Married/living as married

 

ref

ref

  Widowed/divorced/separated

 

1.56 (1.08, 2.24)

1.56 (1.08, 2.24)

  Never married

 

1.21 (0.93, 1.57)

1.21 (0.93, 1.57)

 Educational attainment

  Primary-high school

 

0.95 (0.68, 1.34)

0.95 (0.68, 1.34)

  Some post-secondary

 

0.87 (0.65, 1.14)

0.87 (0.65, 1.14)

  Graduated post-secondary

 

ref

ref

Health factors

 Pain (0–10)

 

1.06 (0.99, 1.13)

1.06 (0.99, 1.13)

 Fatigue (0–10)

 

1.03 (0.97, 1.09)

1.03 (0.97, 1.09)

 Self-rated health (1–5)

 

0.77 (0.68, 0.88)

0.77 (0.68, 0.88)

Work characteristics

 Job sector

  Business/administration

 

0.57 (0.39, 0.82)

0.57 (0.39, 0.82)

  Health/science/teaching

 

0.70 (0.50, 0.98)

0.70 (0.50, 0.98)

  Sales/service

 

1.19 (0.84, 1.69)

1.19 (0.84, 1.69)

  Trades/transportation

 

ref

ref

 Organization size (# of people)

  Small (1–50)

 

ref

ref

  Medium (51–150)

 

0.75 (0.52, 1.06)

0.75 (0.52, 1.06)

  Large (150<)

 

0.79 (0.59, 1.05)

0.79 (0.59, 1.05)

 Productivity loss (0–10)

 

0.95 (0.90, 1.01)

0.95 (0.90, 1.01)

 Perceived work physical demands (1-5)

6.2 (1)model d*

0.82 (0.72, 0.93)

0.97 (0.86, 1.10)

 Perceived work mental demands (1-5)

3.7 (1)model e

0.81 (0.70, 0.93)

1.00 (0.85, 1.16)

  1. Notes: OR Odds ratio, CI Confidence interval, ref. Reference category; † = Participants who reported activity limitations related to a physical, cognitive, mental/emotional, sensory and/or other disability; df = degrees of freedom; ‡ = all paths were constrained as equal accept for age (model a), job tenure (model b) as well as gender (model c), physical work demands (model d) and mental work demands (model e); * = partially constrained model is significantly different when compared to fully constrained model