Research Article

A Multilevel Analysis of Regressors of Access to Improved Drinking Water and Sanitation Facilities in Ghana

Table 7

Predictors of access to improved toilet facilities.

Explanatory variablesModel 0 aPR (95% CI)Model 1 aPR (95% CI)Model 2 aPR (95% CI)Model 3 aPR (95% CI)

Sex of the household head
Male1.00 (reference)1.00 (reference)
Female1.20 (1.06, 1.25)1.18 (1.05, 1.33)

Age of the household head
15–34 years1.00 (reference)1.00 (reference)
35–54 years1.88 (1.60, 2.21)1.70 (1.45, 2.00)
55 years and above2.62 (2.21, 3.11)2.60 (2.18, 3.10)

Education level of the household head
No education/preschool1.00 (reference)1.00 (reference)
Primary1.14 (0.96, 1.35)1.12 (0.93, 1.36)
Middle/JSS/JHS1.47 (1.26, 1.70)1.19 (1.01, 1.41)
Secondary/SSS/SHS2.16 (1.79, 2.59)1.45 (1.20, 1.75)
Postsecondary3.77 (3.18, 4.48)2.12 (1.74, 2.58)

Marital status of the household head
Never married nor lived together1.00 (reference)1.00 (reference)
Currently married1.61 (1.32, 1.96)1.31 (1.09, 1.56)
Formerly/ever married1.12 (0.89, 1.41)1.07 (0.87, 1.33)

Sources of drinking water
Unimproved1.00 (reference)1.00 (reference)
Improved0.82 (0.62, 1.09)0.82 (0.62, 1.07)

Place of residence
Rural1.00 (reference)1.00 (reference)
Urban0.62 (0.50, 0.77)0.63 (0.52, 0.77)

Household size
7 members and above1.00 (reference)1.00 (reference)
4–6 members0.77 (0.65, 0.85)0.80 (0.70, 0.92)
1–3 members0.48 (0.42, 0.55)0.59 (0.51, 0.69)

Household wealth index
Poorest1.00 (reference)1.00 (reference)
Poor1.21 (0.92, 1.59)1.19 (0.90, 1.54)
Middle1.81 (1.37, 2.34)1.77 (1.33, 2.34)
Richer3.19 (2.40, 4.25)2.90 (2.14, 3.93)
Richest9.44 (7.08, 12.61)7.33 (5.37, 10.00)
Intercept (community)0.12 (0.11, 0.14)0.03 (0.02, 0.04)0.10 (0.07, 0.16)0.03 (0.02, 0.06)

Random effects
Observations11829118291182911829
Second-level units (community)427427427427
ICC0.350.310.260.25
QIC10235.7610086.309511.019615.39
QICu10226.4210077.339460.969600.36

; ; ICC: intracommunity correlation coefficient; QIC: quasi-likelihood information criterion; QICu: the simplified version of the QIC.