Table 5. The effect of economic development on health complexity: AHCI.
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
FE 2SLS/IV | FE 2SLS/IV | FE 2SLS/IV | diff-GMM | |
AHCIt−1 | 0.923*** | 0.925*** | 0.919*** | 0.828*** |
(0.011) | (0.012) | (0.011) | (0.114) | |
GDPpc | 0.037*** | 0.033** | 0.041*** | 0.024* |
(0.011) | (0.015) | (0.014) | (0.013) | |
female | -0.028 | -0.021 | -0.037 | 0.030 |
(0.027) | (0.034) | (0.031) | (0.040) | |
urban | 0.009 | 0.010 | 0.007 | 0.011 |
(0.007) | (0.008) | (0.008) | (0.023) | |
agriculture | 0.002 | 0.001 | 0.003 | 0.008 |
(0.003) | (0.004) | (0.004) | (0.010) | |
manufacturing | 0.002 | 0.002 | 0.003 | -0.013 |
(0.002) | (0.002) | (0.002) | (0.011) | |
Fist-stage results | ||||
economic globalization | 0.004*** | 0.005*** | ||
(0.000) | (0.000) | |||
political globalization | 0.004*** | 0.005*** | ||
(0.000) | (0.000) | |||
Observations | 3,826 | 3,826 | 3926 | 3,652 |
Countries | 168 | 168 | 173 | 168 |
F-test | 67.39 | 101.5 | 71.22 | |
DWH-test | 6.055 | 2.200 | 4.548 | |
Weak-id | 116.2 | 136.4 | 138.9 | |
LM-weakid | 125.8 | 92.43 | 67.20 | |
Hansen (p-value) | 0.681 | |||
AR(1) | 0.000 | |||
AR(2) | 0.158 |
Note: Dependent variable: Age-standardized Health Complexity Index (AHCI). Main independent variable: GDP per capita in logs (GDPpc). Columns (1)-(3): Fixed-effects 2SLS/IV; AHCI is instrumented: To save space, we only include the first-stage estimated coefficients of the instruments. The results for the rest of the variables are available upon request. Column (4): One-step diff-GMM. All regressions include time dummies. Robust standard errors are in parentheses. F-test gives the F-statistic for the joint significance of the instruments in the first stage. DWH-test is the Durbin-Wu-Hausman test of endogeneity of the regressors. Weak-id gives the Cragg-Donald F-statistic for weak identification. LM-weakid gives the Kleibergen-Paap Wald test of weak identification. Hansen (p-value) gives the p-value of the Hansen test of overidentification. AR(1) and AR(2) are the p-values for first- and second-order autocorrelated disturbances.
* p<0.10,
** p<0.05,
*** p<0.01.