Table 5. Summary of the models generated...

Table 5.

Summary of the models generated regression analysis

Model	R	R square	Adjusted R square	Std. Error of the estimate	Change statistics
Model	R	R square	Adjusted R square	Std. Error of the estimate	R square change	F change	df1	df2	Sig. F change
1	0.351^a	0.123	0.122	81.63478	0.123	131.146	1	935	0.000
2	0.385^b	0.148	0.146	80.49567	0.025	27.650	1	934	0.000
3	0.423^c	0.179	0.177	79.05941	0.031	35.244	1	933	0.000
4	0.429^d	0.184	0.180	78.88998	0.004	5.012	1	932	0.025
5	0.435^e	0.189	0.185	78.66018	0.006	6.454	1	931	0.011
6	0.443^f	0.196	0.191	78.35795	0.007	8.196	1	930	0.004

Model	R	R square	Adjusted R square	Std. Error of the estimate	Change statistics
Model	R	R square	Adjusted R square	Std. Error of the estimate	R square change	F change	df1	df2	Sig. F change
1	0.351^a	0.123	0.122	81.63478	0.123	131.146	1	935	0.000
2	0.385^b	0.148	0.146	80.49567	0.025	27.650	1	934	0.000
3	0.423^c	0.179	0.177	79.05941	0.031	35.244	1	933	0.000
4	0.429^d	0.184	0.180	78.88998	0.004	5.012	1	932	0.025
5	0.435^e	0.189	0.185	78.66018	0.006	6.454	1	931	0.011
6	0.443^f	0.196	0.191	78.35795	0.007	8.196	1	930	0.004

Note(s):

^aPredictors = (Constant), Number of females;

^bPredictors = (Constant), Number of females, Reason for the preferable source of water;

^cPredictors = (Constant), Number of females, Reason for the preferable source of water, Conserving water;

^dPredictors = (Constant), Number of females, Reason for the preferable source of water, Conserving water, Time spent to get water;

^ePredictors = (Constant), Number of females, Reason for the preferable source of water, Conserving water, Time spent to get water, Preferable water source;

^fPredictors = (Constant), Number of females, Reason for the preferable source of water, Conserving water, Time spent to get water, Preferable water source, Household size

Source(s): Created by author; Regression analysis using SPSS v.22

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