| 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 |