Skip to main content

Table 5 Regression models’ results

From: Inputs for universal health coverage: a methodological contribution to finding proxy indicators for financial hardship due to health expenditure

 

All households

Households with OOP >0

 

1A - 20%

1A - 40%

1B - 20%

1B - 40%

2A

2B

2C

1A - 20%

1A - 40%

1B - 20%

1B - 40%

2A

2B

2C

National level variables

Per capita total health expenditure (PPP $)

-0.025

0.022

0.041

-0.007

-0.544*****

-0.497*****

0.024

0.057

0.014

0.01

-0.104

-0.476****

-0.425****

0.032

Government health expenditure over total government expenditure (%)

0.310

-1.648

0.036

0.05

10.289*****

8.311**

1.921

1.780

1.308

2.356

3.54

10.837**

6.88

8.689**

Gini coefficient

0.747

1.446**

1.704****

2.242*****

3.355*****

0.227

2.458***

1.360**

1.686**

1.288*

2.118****

4.379****

0.767

2.933**

Predominately tax-funded financing (0,1)

0.176

-0.046

0.069

-0.285

-0.296

0.251

0.178

-0.052

-0.191

-0.062

-0.11

-0.212

0.849

0.61

Predominately mixed financing (0,1)

0.103

0.179

0.019

-0.211

-0.642

-0.011

-0.717*

0.031

0.048

-0.05

-0.071

-0.628

0.757

-0.822

Out-of-pocket payments as a share of total health expenditure (%)

1.908*****

2.504*****

2.155*****

2.823*****

2.423*****

2.457***

3.638*****

2.000*****

2.261*****

2.671*****

2.598*****

1.98**

1.798*

3.44*****

Household level variables

Household member under 5 (0,1)

0.208*****

0.228*****

0.170*****

0.146*****

0.408*****

0.310*****

0.216*****

-0.044

0.025

-0.037

0.008

0.239*****

0.205*****

0.047

Household member over 60 (0,1)

0.355*****

0.364*****

0.376*****

0.378*****

0.202*****

0.276*****

0.325*****

0.329*****

0.323*****

0.356*****

0.345*****

0.162*****

0.186*****

0.252*****

Household head with primary education (0,1)

-0.007

-0.135*****

-0.070****

-0.193*****

-0.055

-0.063

-0.103***

-0.137*****

-0.251*****

-0.151*****

-0.251*****

-0.174*****

-0.142*****

-0.188*****

Household head with secondary or higher education (0,1)

-0.174*****

-0.381*****

-0.217*****

-0.397*****

-0.227**

-0.233****

-0.298*****

-0.305*****

-0.493*****

-0.338*****

-0.491*****

-0.325*****

-0.309*****

-0.376*****

Male household head (0,1)

-0.064****

-0.060**

-0.064****

-0.058**

0.068

0.090***

-0.081*

-0.133*****

-0.095*****

-0.12*****

-0.085****

0.044

0.059*

-0.134****

Urban residence (0,1)

-0.167*****

-0.316*****

-0.231*****

-0.348*****

-0.361*****

-0.299*****

-0.304*****

-0.186*****

-0.333*****

-0.2*****

-0.33*****

-0.394*****

-0.31*****

-0.289*****

Insurance coverage reported (0,1)

-0.105***

-0.197*****

-0.134****

-0.232*****

-0.642*****

-0.319*****

-0.236***

-0.130*****

-0.198*****

-0.141*****

-0.206*****

-0.514*****

-0.3*****

-0.22**

Disabled household member (0,1)

0.554*****

0.549*****

0.496*****

0.437*****

0.537*****

0.590*****

0.504*****

0.311*****

0.322*****

0.298*****

0.283*****

0.318*****

0.397*****

0.28*****

Quintile 2 (0,1)

0.189*****

0.099***

-0.015

-0.147****

0.061

0.473

3.773*****

-0.335*****

-0.301*****

-0.289*****

-0.259*****

-0.417

0.285

3.21*****

Quintile 3 (0,1)

0.146**

0.011

-0.003

-0.153**

-0.089

0.707

4.683*****

-0.660*****

-0.579*****

-0.437*****

-0.355*****

-0.581

0.448

4.087*****

Quintile 4 (0,1)

0.055

-0.117**

0.046

-0.106

-0.218

1.181*

3.667*****

-1.030*****

-0.883*****

-0.572*****

-0.401*****

-0.763

0.773

2.921*****

Quintile 5 (0,1)

0.060

0.088

0.097

0.063

-0.401

1.207*

3.064*****

-1.210*****

-0.794*****

-0.697*****

-0.318*****

-1.113**

0.618

2.121***

  1. *p-value <0.1.
  2. **p-value <0.05.
  3. ***p-value <0.01.
  4. ****p-value <0.005.
  5. *****p-value <0.001.