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Table 3 The mechanisms of factors associated with number of PHI-eligible visits and out-of-pocket payment in each household group

From: How public health insurance expansion affects healthcare utilizations in middle and low-income households: an observational study from national cross-section surveys in Vietnam

 

Number of PHI-eligible visits

Out-of-pocket payment for PHI-eligible services

High-income

Middle-income

Low-income

High-income

Middle-income

Low-income

2014

2016

2014

2016

2014

2016

2014

2016

2014

2016

2014

2016

Variable

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Coef (se)

Illness

4.24 (0.20)c

4.43 (0.25)c

4.23 (0.07)c

4.27 (0.07)c

4.56 (0.12)c

4.54 (0.15)c

6.48 (0.13)c

6.47 (0.11)c

5.97 (0.04)c

5.95 (0.04)c

5.34 (0.09)c

4.83 (0.11)c

Age group (reference: Age 0—19)

 Age 20—39

0.89 (0.26)c

0.3 (0.19)

0.35 (0.07)c

0.54 (0.07)c

0.35 (0.13)c

0.46 (0.14)c

0.32 (0.11)c

0.41 (0.12)c

0.42 (0.05)c

0.50 (0.05)c

0.07 (0.10)

0.13 (0.11)

 Age 40—59

-0.46 (0.35)

0.37 (0.17)b

0.03 (0.07)

0.26 (0.07)c

0.12 (0.12)

0.49 (0.13)c

-0.11 (0.18)

0.27 (0.14)a

0.18 (0.05)c

0.22 (0.05)c

-0.1 (0.10)

-0.02 (0.12)

 Age 60 + 

0.2 (0.23)

0.57 (0.14)c

0.35 (0.07)c

0.48 (0.05)c

0.26 (0.10)c

0.43 (0.12)c

0.01 (0.17)

0.44 (0.16)c

0.23 (0.05)c

0.26 (0.05)c

-0.01 (0.09)

0.23 (0.11)b

Female

0.74 (0.17)c

0.31 (0.09)c

0.32 (0.04)c

0.32 (0.03)c

0.29 (0.06)c

0.14 (0.06)b

0.22 (0.08)c

0.11 (0.07)

0.21 (0.02)c

0.19 (0.02)c

0.17 (0.04)c

0.06 (0.05)

Minor ethnicity

-0.41 (0.19)b

-0.25 (0.21)

-0.09 (0.09)

-0.04 (0.08)

-0.38 (0.08)c

-0.39 (0.08)c

-0.38 (0.28)

-0.08 (0.18)

-0.13 (0.05)b

-0.08 (0.05)

-0.17 (0.05)c

-0.26 (0.08)c

Married

0.83 (0.27)c

0.29 (0.13)b

0.35 (0.05)c

0.28 (0.05)c

0.21 (0.10)b

0.13 (0.09)

0.50 (0.15)c

0.25 (0.11)b

0.29 (0.04)c

0.26 (0.04)c

0.37 (0.09)c

0.42 (0.11)c

Employment status (reference: Being-employed)

 Self-employed

-0.06 (0.25)

-0.16 (0.13)

-0.03 (0.05)

0.02 (0.05)

-0.16 (0.10)

-0.13 (0.12)

0.03 (0.13)

-0.05 (0.09)

0.07 (0.03)b

0.05 (0.03)

0.18 (0.06)c

0.11 (0.08)

 Not employed

-0.01 (0.22)

0.30 (0.16)a

0.19 (0.07)c

0.30 (0.06)c

0.12 (0.11)

0.21 (0.13)

0.28 (0.13)b

0.34 (0.12)c

0.22 (0.05)c

0.31 (0.05)c

0.09 (0.10)

0.15 (0.11)

Education of the household head (reference: primary school or lower)

 Secondary or high school

-0.04 (0.15)

-0.27 (0.11)b

-0.12 (0.04)c

-0.14 (0.04)c

-0.14 (0.08)a

-0.20 (0.09)b

0.17 (0.10)

-0.04 (0.10)

0.12 (0.02)c

0.08 (0.03)c

0.1 (0.06)

0.11 (0.08)

 College or higher

0.04 (0.18)

-0.44 (0.13)c

-0.09 (0.08)

-0.13 (0.07)a

-0.16 (0.14)

-0.39 (0.14)c

-0.13 (0.12)

-0.12 (0.12)

0.05 (0.06)

-0.05 (0.05)

-0.04 (0.16)

1.92 (1.09)

Household income (in ln)

0.57 (0.24)b

0.14 (0.22)

-0.06 (0.06)

-0.04 (0.04)

0.19 (0.11)

0.06 (0.05)

0.18 (0.11)

0.14 (0.11)

0.09 (0.03)c

0.15 (0.03)c

0.37 (0.09)c

0.07 (0.06)

Household size

-0.04 (0.06)

0.05 (0.03)

0.02 (0.01)b

0.02 (0.01)b

0.02 (0.02)

0.02 (0.02)

0.02 (0.04)

0.03 (0.03)

-0.01 (0.01)

0.01 (0.01)

0.04 (0.01)c

0.05 (0.02)c

Rural residence

-0.02 (0.16)

-0.06 (0.11)

-0.07 (0.05)

-0.05 (0.04)

0.004 (0.10)

0.03 (0.11)

-0.12 (0.10)

0.04 (0.08)

0.08 (0.03)b

0.06 (0.03)b

0.17 (0.08)b

0.2 (0.13)

constant

-3.39 (0.32)c

-3.82 (0.32)c

-3.46 (0.11)c

-3.68 (0.10)c

-3.73 (0.19)c

-3.79 (0.22)c

-0.47 (0.19)b

-0.52 (0.15)c

-0.52 (0.06)c

-0.58 (0.06)c

-0.55 (0.55)c

-0.59 (0.16)c

R2 ($)

0.27

0.36

0.33

0.33

0.38

0.37

0.78

0.82

0.79

0.77

0.73

0.66

Obs

2,814

2,546

24,932

27,103

8,321

6,138

2,814

2,546

24,932

27,103

8,321

6,138

  1. ($): R2 referred to Pseudo R2 in the model for number of PHI-eligible services, and Adjusted R2 in the model for OOP for SHI eligible services
  2. a, b, c referred to 10%, 5%, 1% significance levels, respectively