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. 2021 Nov 4;16:100954. doi: 10.1016/j.ssmph.2021.100954

Table 3.

Estimation results for Gini coefficient of longevity (UGini calculations).

Linear regression
Coefficient (CI)
Linear dynamic model
Coefficient (CI)
Lagged dependent variable 0.7624** 0.4348**
(0.6460–0.8788) (0.2535–0.6162)
Life expectancy 0.0000 −0.0004
(-0.0004 - 0.0005) (-0.0010 - 0.0002)
Educational inequality (UGini) 0.0231* 0.0450**
(0.0052–0.0411)) (0.0147–0.0752)
GDP PPP (log) −0.2627** −0.0171
(-0.4086 - 0.1168) (-0.0581 - 0.0239)
GDP PPP (log) squared 0.0141**
(0.0062–0.0220)
Health expenditures to GDP (log) −0.1130 −0.0232
(-0.2479 - 0.0220) (-0.0910 - 0.0447)
Health expenditures to GDP (log) squared 0.0386
(-0.0019 - 0.0791)
Alcohol consumption per capita (log) 0.0252 0.0024
(-0.0063 - 0.0567) (-0.0696 - 0.0743)
Cigarette consumption per capita (log) −0.0076
(-0.0280 - 0.0127)
Lung cancer mortality rate (log) 0.0006 0.0011
(-0.0002 - 0.0015) (-0.0007 - 0.0030)
External cause mortality rate 0.0010** 0.0009**
(0.0005–0.0015) (0.0005–0.0012)



Number of countries 27 31
Time period 1970–2000 1970–2010
Country-fixed effects Yes No
Observations 103 141
R2/Wald χ2 0.99 2384.71

Notes: CI = confidence interval; GDP = gross domestic product. The sample for the linear regression does not include Croatia, Estonia, Latvia, Luxembourg. Constant included but not reported. ** statistically significant at 0.01 level, * at 0.05 level.