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. 2021 Nov 24;9:699710. doi: 10.3389/fpubh.2021.699710

Table 5.

The robustness test of population urbanization.

Variables DIFF-GMM
Eastern region Central regions Western regions
(1) (2) (3) (4) (5) (6)
Morbidity Mortality Morbidity Morbidity Mortality Morbidity
Population urbanization −1.0352* −2.1906* −0.8034 −1.4020 −1.1195* −0.4863
(−1.853) (−1.755) (−1.062) (−1.259) (−1.686) (−0.107)
Population density 1.9029 −5.1416 1.6359 −2.8899 2.4529 6.5785
(1.642) (−1.319) (1.549) (−0.946) (1.589) (1.387)
Age 1.1913 3.1623** 0.2904 57.0209 2.2026 −0.3496
(1.315) (1.966) (0.038) (1.216) (0.270) (−0.103)
rgdp 0.4467** 0.7777* 1.6158** −1.2548 −0.9862 −0.4307
(2.026) (1.689) (2.097) (−0.725) (−1.072) (−1.175)
Expend −2.7409 −0.3739 0.8189 1.9069 −0.4761 1.2627
(−1.128) (−1.318) (0.795) (1.246) (−1.621) (1.418)
Medical −0.3118*** 0.0167 −1.8586 −3.4469 8.0402 2.3041
(−3.072) (0.200) (−0.804) (−1.130) (1.494) (1.243)
Air −0.0220 −0.0677* −0.5670 0.3371 −0.9307 −0.1791
(−0.618) (−1.688) (−1.074) (1.121) (−1.349) (−1.087)
L.disease 0.5536*** −1.2917** 0.5408*** −1.1777*** −0.9155*** −0.1776***
(5.062) (−2.067) (2.912) (−3.037) (−3.321) (−4.259)
AR_1 0.0519 0.0364 0.0217 0.0926 0.0866 0.0658
AR_2 0.528 0.518 0.1518 0.1422 0.2762 0.2693
Sargan text 0.8934 0.9953 1.0000 1.0000 1.0000 1.0000
Observations 204 204 153 153 170 170

***, **, *The significance level of 1, 5 and 10%, respectively. The numbers with asterisks in the corresponding rows of all variables in the table represent the estimation coefficients, and the values in the parentheses are the corresponding T statistical values, and the P values of AR_1, AR_2, and Sargan test are provided respectively.