Skip to main content
. 2018 Sep 12;8(9):e023013. doi: 10.1136/bmjopen-2018-023013

Table 2.

Generalised ordered logistic regression model with alternative gamma parameterisation, Tanzania DHS-MIS 2015–2016 (n=13 266)

Variable POR (95% CI) P values
Beta
 Health insurance (ref: no)
  Yes 0.622 (0.531 to 0.731) 0.000
 Residence (ref: urban)
  Rural 0.858 (0.728 to 1.012) 0.069
  Age (continuous) 1.010 (1.001 to 1.017) 0.000
 Marital status (ref: never married)
  Married/living together 0.901 (0.801 to 1.014) 0.085
  Divorced/separated/widowed 1.418 (1.175 to 1.712) 0.000
 Education (ref: none)
  Primary 0.883 (0.788 to 0.990) 0.033
  Secondary 0.683 (0.582 to 0.800) 0.000
  Highest 0.516 (0.360 to 0.741) 0.000
 Wealth status (ref: poorest)
  Poorer 0.854 (0.726 to 1.006) 0.059
  Middle 0.725 (0.626 to 0.840) 0.000
  Richer 0.496 (0.417 to 0.590) 0.000
  Richest 0.291 (0.233 to 0.364) 0.000
 Employed last 12 months (ref: not employed)
  Employed for cash 0.975 (0.869 to 1.095) 0.668
  Employed but paid-in-kind 1.220 (1.067 to 1.395) 0.004
Gamma_2
 Age 0.993 (0.989 to 0.998) 0.000
 Wealth status (richest) 1.279 (1.140 to 1.435) 0.000
 Marital status (divorced/separated/widowed) 0.814 (0.701 to 0.945) 0.007
Gamma_3
 Age 0.993 (0.986 to 0.999) 0.018
 Wealth status (richest) 1.515 (1.265 to 1.814) 0.000
 Marital status (divorced/separated/widowed) 0.749 (0.625 to 0.899) 0.002
Gamma_4
 Age 0.987 (0.978 to 0.996) 0.005
 Wealth status (richest) 1.957 (1.508 to 2.540) 0.000
 Marital status (divorced/separated/widowed) 0.566 (0.419 to 0.764) 0.000

Wald test of parallel lines assumption for the final model: F (33, 517)=1.110, p=0.310. A non-significant test statistic indicates that the final model does not violate the proportional odds/parallel lines assumption.

DHS-MIS, Demographic and Health Survey and Malaria Indicator Survey; POR, proportional OR.