Table 3.
Variable | Logit model | OLS (Health Care Use) | OLS (Preventive Care) | OLS (Practitioner Visit) | OLS (Specialty Visits) | OLS (Emergency Visits) |
---|---|---|---|---|---|---|
Year |
|
|
|
|
|
|
1992 |
(base) |
(base) |
(base) |
(base) |
(base) |
(base) |
1994 |
−0.121 (-14.44) *** |
−0.129 (-7.72) *** |
−0.073 (-7.51) *** |
−0.058 (-6.74) *** |
−0.041 (-4.85) *** |
0.043 (8.63) *** |
1996 |
−0.342 (-35.42) *** |
−0.086 (-4.30) *** |
−0.135 (-11.68) *** |
0.049 (4.82) *** |
−0.014 (-1.42) |
0.015 (2.51) ** |
1998 |
−0.201 (-23.12) *** |
−0.056 (-3.18) *** |
−0.157 (-15.37) *** |
0.022 (2.50) ** |
0.025 (2.89) *** |
0.054 (10.38) *** |
2000 |
0.300 (39.95) *** |
−0.031 (-2.14) ** |
0.025 (2.92) *** |
−0.210 (-27.91) *** |
0.100 (13.58) *** |
0.054 (12.51) *** |
2003 |
0.366 (48.40) *** |
−0.081 (-5.51) *** |
−0.031 (-3.65) *** |
−0.237 (-31.38) *** |
0.108 (14.70) *** |
0.079 (18.20) *** |
2006 |
0.281 (36.54) *** |
0.368 (24.40) *** |
0.076 (8.67) *** |
0.084 (10.82) *** |
0.072 (9.60) *** |
0.136 (30.66) *** |
2009 |
−0.140 (-17.04) *** |
0.037 (2.33) ** |
−0.059 (-6.23) *** |
−0.027 (-3.27) *** |
0.009 (1.14) |
0.115 (24.06) *** |
Region: |
|
|
|
|
|
|
I |
(base) |
(base) |
(base) |
(base) |
(base) |
(base) |
II |
0.037 (2.56) *** |
0.140 (5.06) *** |
−0.022 (-1.37) |
0.053 (3.94) *** |
0.063 (4.54) *** |
0.044 (5.35) *** |
III |
0.055 (3.80) *** |
0.167 (5.95) *** |
0.054 (3.30) *** |
0.050 (3.48) *** |
0.021 (1.49) |
0.042 (5.11) *** |
IV |
0.184 (14.16) *** |
0.036 (1.46) |
−0.012 (-0.85) |
0.027 (2.09) ** |
−0.006 (-0.46) |
0.028 (3.78) *** |
V |
0.160 (13.80) *** |
0.127 (5.71) *** |
−0.002 (-0.17) |
0.015 (1.32) |
0.044 (3.98) *** |
0.070 (10.68) *** |
VI |
0.043 (3.52) *** |
0.136 (5.70) *** |
0.061 (4.38) *** |
0.042 (3.42) *** |
−0.006 (-0.49) |
0.039 (5.60) *** |
VII |
0.076 (6.40) *** |
0.073 (3.18) *** |
0.060 (4.45) *** |
0.011 (0.90) |
−0.010 (-0.87) |
0.013 (1.89) * |
VIII |
0.184 (16.51) *** |
0.111 (5.17) *** |
0.017 (1.36) |
0.027 (2.37) ** |
0.026 (2.37) ** |
0.042 (6.71) *** |
IX |
0.196 (16.30) *** |
−0.002 (-0.08) |
−0.086 (-6.42) *** |
0.037 (3.10) *** |
−0.030 (-2.57) *** |
0.078 (6.71) *** |
X |
0.082 (6.88) *** |
−0.054 (-2.35) ** |
−0.091 (-6.80) *** |
0.019 (1.59) |
−0.028 (-2.46) ** |
0.046 (6.87) *** |
XI |
−0.009 (-0.47) |
0.094 (2.69) *** |
−0.067 (-3.26) *** |
0.112 (6.24) *** |
−0.014 (-0.82) |
0.063 (6.10) *** |
XII |
0.068 (3.62) *** |
0.119 (3.31) *** |
−0.055 (-2.60) *** |
0.076 (4.09) *** |
0.032 (1.76) * |
0.067 (6.31) *** |
XIII |
0.109 (9.94) *** |
0.180 (8.48) *** |
−0.027 (-2.19) ** |
0.064 (5.85) *** |
0.104 (9.84) *** |
0.039 (6.26) *** |
Number_house |
−0.026 (-5.95) *** |
0.001 (0.15) |
0.089 (17.61) *** |
−0.053 (-11.86) *** |
−0.016 (-3.69) *** |
−0.019 (-7.44) *** |
Gender |
0.408 (110.58) *** |
0.069 (9.90) *** |
0.069 (16.98) *** |
0.001 (0.29) |
0.021 (6.05) *** |
−0.022 (-10.80) *** |
Age |
0.008 (76.58) *** |
0.014 (84.91) *** |
0.009 (87.16) *** |
0.004 (47.02) *** |
0.002 (23.82) *** |
−0.0003 (-6.44) *** |
Married |
0.118 (27.34) *** |
0.003 (0.36) |
0.065 (14.02) *** |
−0.035 (-8.45) *** |
0.002 (0.53) |
−0.030 (-12.76) *** |
Electricity |
0.153 (15.52) *** |
0.108 (5.55) *** |
0.030 (2.69) *** |
0.011 (1.12) |
0.028 (2.90) *** |
0.038 (6.65) *** |
Water |
0.147 (19.73) *** |
0.098 (6.80) *** |
0.034 (4.07) *** |
−0.004 (-0.56) |
0.031 (4.35) *** |
0.037 (8.64) *** |
Disposal |
−0.088 (-8.23) *** |
−0.095 (-4.64) *** |
−0.025 (-2.14) ** |
−0.032 (-3.05) *** |
−0.018 (-1.75) * |
−0.020 (-3.26) *** |
Housing: |
|
|
|
|
|
|
House |
(base) |
(base) |
(base) |
(base) |
(base) |
(base) |
Apartment |
0.172 (16.68) *** |
0.132 (6.96) *** |
0.017 (1.50) |
0.007 (0.77) |
0.089 (9.37) *** |
0.019 (3.44) *** |
Tenement |
0.155 (4.42) *** |
0.142 (2.15) ** |
−0.043 (-1.12) |
0.074 (2.18) ** |
0.058 (1.75) * |
0.054 (2.78) *** |
Hut/shack |
0.136 (13.25) *** |
0.046 (2.37) ** |
0.019 (1.65) * |
0.004 (0.38) |
0.001 (0.09) |
0.023 (3.98) *** |
Other |
0.102 (1.56) |
−0.196 (-1.59) |
−0.111 (-1.55) |
−0.057 (-0.90) |
−0.015 (-0.24) |
−0.013 (-0.35) |
Room |
0.103 (3.28) *** |
0.119 (1.96) ** |
0.138 (3.89) *** |
−0.028 (-0.90) |
−0.003 (-0.09) |
0.012 (0.67) |
House: |
|
|
|
|
|
|
Own |
(base) |
(base) |
(base) |
(base) |
(base) |
(base) |
Rent |
0.159 (27.73) *** |
0.080 (7.39) *** |
0.031 (4.90) *** |
0.0001 (0.03) |
0.017 (3.21) *** |
0.032 (9.93) *** |
Transfer |
0.087 (17.46) *** |
−0.012 (-1.27) |
−0.0003 (-0.06) |
−0.011 (-2.30) ** |
−0.004 (-0.95) |
0.004 (1.42) |
Illegal occupation |
0.025 (0.93) |
0.005 (0.09) |
0.008 (0.25) |
−0.015 (-0.54) |
0.003 (0.10) |
0.009 (0.58) |
other |
0.166 (9.94) *** |
0.041 (1.23) |
0.078 (4.07) *** |
−0.028 (-1.68) * |
0.011 (0.68) |
−0.020 (-2.10) ** |
School |
−1.188 (-202.99) *** |
−0.520 (-54.59) *** |
−0.662 (-119.36) *** |
0.048 (9.81) *** |
0.055 (11.50) *** |
0.040 (14.26) *** |
Insurance |
0.178 (46.03) *** |
0.012 (1.54) |
0.008 (1.81) * |
−0.004 (-1.11) |
0.018 (4.73) *** |
−0.010 (-4.45) *** |
Working hours |
−0.013 (-145.42) *** |
−0.005 (-27.43) *** |
−0.005 (-48.65) *** |
0.0002 (2.75) *** |
−0.001 (-7.39) *** |
0.001 (10.90) *** |
Ln(income) |
0.178 (80.53) *** |
−0.006 (-1.35) |
0.023 (9.15) *** |
−0.031 (-13.76) *** |
0.023 (10.74) *** |
−0.022 (-17.03) *** |
AUGE |
2.392 (128.90) *** |
0.870 (49.40) *** |
0.509 (49.61) *** |
0.166 (18.38) *** |
0.124 (14.06) *** |
0.071 (13.74) *** |
Payment |
|
|
|
|
|
|
Pay |
- |
(base) |
(base) |
(base) |
(base) |
(base) |
Sometimes pay |
- |
1.788 (115.52) *** |
0.648 (71.84) *** |
0.496 (62.58) *** |
0.339 (43.80) *** |
0.305 (66.99) *** |
Do not pay |
- |
0.311 (33.78) *** |
0.382 (71.15) *** |
0.028 (5.95) *** |
−0.185 (-40.25) *** |
0.086 (31.94) *** |
Other |
- |
−0.059 (-3.46) *** |
0.075 (7.59) *** |
−0.076 (-8.78) *** |
−0.103 (-12.09) *** |
0.045 (9.03) *** |
No health care |
- |
−1.024 (-24.18) *** |
−0.260 (-10.56) *** |
−0.321 (-14.77) *** |
−0.376 (-17.77) *** |
−0.067 (-5.37) *** |
Constant |
- 2.292 |
1.315 |
0.409 |
0.775 |
0.124 |
0.215 |
Pseudo R2/ R2 |
0.081 |
0.064 |
0.080 |
0.027 |
0.022 |
0.016 |
Observations | 1,554,227 | 581,048 | 581,048 | 581,048 | 581,048 | 581,048 |
Dependent variable for the logit model is a dichotomous indicator of whether a person has had health care during a particular year or not. Dependent variable for the OLS model is the number of health care use. t-score in parentheses ( ) and indicates significance level as follows: ***p ≤ 0.01, **0.01 < p ≤ 0.05, *0.05 < p ≤ 0.10. Confidence intervals are presented in brackets [ ].