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. 2013 Oct 8;8(10):e74804. doi: 10.1371/journal.pone.0074804

Table 2. Estimations of country-level coverage with piped water.

Random Effects a Fixed effects
Simple model Full model (all countries) b Simple model Full model (all countries) b
5-yr lagged ln GDP per capita 11.2*** (1.96) 9.9*** (1.83) 8.1*** (2.2) 6.1*** (2.1)
% of GDP to lowest 80% of population 0.11 (0.10) 0.11 (0.09) 0.12 (0.11) 0.13 (0.10)
% Urban population 0.45*** (0.08) 0.48*** (0.08) 0.37** (0.17) 0.45*** (0.16)
Countries in LAC region 27.9*** (5.0) 27.4*** (4.9)
Countries in MIDEAST region 30.8*** (5.6) 31.6*** (5.4)
Countries in SOUTH ASIA region 5.0* (2.7) 5.6** (2.8)
Countries in EAST ASIA/PACIFIC region 8.2 (5.2) 8.9* (5.3)
Countries in EASTERN EUROPE region 44.4*** (4.2) 32.9*** (4.3)
Developed countries 37.5*** (6.2)
1990 −4.7*** (1.4) −2.9** (1.2) −6.4*** (1.8) −4.7*** (1.7)
1995 −2.6** (1.1) −0.64 (0.81) −4.0*** (1.4) −2.0* (1.2)
2000 −0.85 (0.78) −0.78 (0.69) −1.9** (0.97) −1.7* (0.91)
2005 0.21 (0.38) −2.3*** (0.61) −0.38 (0.49) −2.6*** (0.65)
Democracy-Autocracy Score −0.16* (0.10) −0.056 (0.09) −0.23** (0.10) −0.20* (0.10)
Years since last regime change −0.013 (0.05) −0.050 (0.04) −0.027 (0.05) −0.066** (0.05)
Coup −1.3 (1.1) −1.6 (1.1) −0.93 (1.2) −1.2 (1.1)
Constant −80.1*** (12.1) −72.3*** (11.7) −37.0** (17.7) −19.9 (19.3)
Number of observations 470 634 470 634
Number of countries 95 131 95 131
Adjusted R2 (overall)(within)(between) 0.9010.5510.913 0.9070.4890.914 0.7740.5590.800 0.7910.5020.808
Hausman Test for simple model χ 2 (p-value) 78.2 (0.000)

Notes: *Significant at 90%, **Significant at 95%, ***Significant at 99%. Robust standard errors. The omitted region is SSA; the omitted year is 2010.

a

A random-effects tobit model with censoring at 0 and 100% coverage does not yield qualitatively different results.

b

Includes all countries (including developed and former Soviet republics dropped from the simple model) and full set of year-region interactions.