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. 2022 Dec 8;32(3):574–619. doi: 10.1002/hec.4635
(1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) (12) (13) (14) (15) (16) (17) (18)
Ln THE Imm Idx LE ln U5M ln MM CAT 10% Ln THE Imm Idx LE ln U5M ln MM CAT 10% Ln THE Imm Idx LE ln U5M ln MM CAT 10%
FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE
HFS group → variables ↓ GOV group GOV group GOV group GOV group GOV group GOV group OOP group OOP group OOP group OOP group OOP group OOP group SHI group SHI group SHI group SHI group SHI group SHI group
Government financing % −0.002 0.000 0.049 −0.000 0.002 0.001* −0.001 0.001 −0.018 0.003 −0.004 −0.003* 0.003 0.001 −0.034** 0.001 0.005 −0.001
(0.006) (0.001) (0.051) (0.003) (0.005) (0.001) (0.004) (0.002) (0.025) (0.003) (0.003) (0.002) (0.003) (0.001) (0.013) (0.003) (0.005) (0.002)
SHI financing % −0.005 0.004 0.151 0.009 0.019* −0.000 0.012*** −0.001 −0.007 0.005 −0.004 −0.001 −0.002 −0.001 −0.014 0.000 0.004 0.000
(0.013) (0.002) (0.093) (0.007) (0.011) (0.002) (0.004) (0.002) (0.026) (0.003) (0.004) (0.001) (0.002) (0.001) (0.011) (0.002) (0.005) (0.000)
OOP financing % −0.003 0.001 0.030 −0.001 −0.006 0.002*** −0.000 0.001 0.010 0.005* −0.003 −0.002 0.002 −0.000 0.021 −0.001 0.011 0.001
(0.006) (0.002) (0.051) (0.003) (0.008) (0.001) (0.004) (0.002) (0.022) (0.003) (0.002) (0.001) (0.002) (0.002) (0.015) (0.003) (0.007) (0.001)
Observations 265 271 271 271 271 116 398 407 407 407 407 193 287 292 292 292 292 98
R‐squared 0.875 0.145 0.811 0.940 0.842 0.528 0.875 0.359 0.816 0.922 0.733 0.404 0.959 0.281 0.925 0.873 0.745 0.400
Number of ID 45 46 46 46 46 39 69 69 69 69 69 60 31 31 31 31 31 23
Country FE YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES
Year FE YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES
Adjusted R^2 0.861 0.0417 0.788 0.933 0.823 0.376 0.865 0.310 0.802 0.916 0.713 0.302 0.954 0.202 0.917 0.859 0.716 0.168
(19) (20) (21) (22) (23 (24) (25) (26) (27) (28) (29) (30) (31) (32) (33) (34) (35) (36)
Ln THE Imm Idx LE ln U5M ln MM CAT 10% Ln THE Imm Idx LE ln U5M ln MM CAT 10% Ln THE Imm Idx LE ln U5M ln MM CAT 10%
FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE FE
Variables GOV group GOV group GOV group GOV group GOV group GOV group OOP group OOP group OOP group OOP group OOP group OOP group CHI group CHI group CHI group CHI group CHI group CHI group
Government financing % 0.000 −0.001 0.020 0.000 0.004 0.000
(0.003) (0.001) (0.035) (0.002) (0.004) (0.000)
SHI financing % −0.003 −0.001 −0.008 −0.000 −0.001 0.000
(0.002) (0.001) (0.009) (0.002) (0.003) (0.000)
OOP financing % −0.003 0.001 0.022 0.002 0.000 −0.000
(0.003) (0.001) (0.016) (0.001) (0.002) (0.001)
Observations 265 271 271 271 271 116 287 292 292 292 292 98 398 407 407 407 407 193
R‐squared 0.875 0.142 0.808 0.939 0.835 0.418 0.958 0.280 0.918 0.873 0.733 0.379 0.858 0.353 0.815 0.920 0.730 0.337
Number of ID 45 46 46 46 46 39 31 31 31 31 31 23 69 69 69 69 69 60
Country FE YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES
Year FE YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES YES
Adjusted R^2 0.861 0.0463 0.787 0.932 0.817 0.248 0.954 0.207 0.910 0.860 0.705 0.163 0.848 0.307 0.802 0.914 0.710 0.233

Notes: this table present the results of the fixed effects (FE) Equation (1), restricting the sample to the sub‐group of “countries within the government‐, SHI‐ or OOP‐predominant group”. All the controls variables and FE (time and country FE) used in the main models are also used here. The independent variable of interest is the percentage of THE channelled via government schemes, SHI schemes and OOP schemes. In the first table, all three percentages have been used. In the second table, only the percentage of THE channelled via OOP schemes has been used for the OOP‐predominant group, the percentage of THE channelled via SHI schemes for the SHI‐predominant group, and the percentage of THE channelled via government schemes for the government‐predominant group.

Source: Author elaboration. Datasets discussed in Section 4.