Table 4.
Variables | Model 1: demographic and HBM model |
Model 2: demographic and TPB model |
Model 3: demographic, HBM and TPB | ||||||
---|---|---|---|---|---|---|---|---|---|
R 2 | OR (95% CI) | P-Value | R 2 | OR (95% CI) | P-Value | R 2 | OR (95% CI) | P-Value | |
Block 1: demographic | 0.03 | 0.03 | 0.03 | ||||||
Religion (No) | 0.81 (0.26-2.54) | .723 | 0.5 (0.13-1.67) | .246 | 0.3 (0.07-1.12) | .072 | |||
Occupation | |||||||||
Worker | 1 | 1 | 1 | ||||||
Seller(retailer) | 0.5 (0.22-1.02) | .055 | 0.42 (0.19-0.92) | .031 | 0.3 (0.09-0.68) | .007 | |||
Retired/housewife | 0.5 (0.19-1.15) | .097 | 0.9 (0.38-2.22) | .864 | 0.7 (0.26-1.99) | .518 | |||
Gross household income | |||||||||
Poor, near-poor households | 1 | 1 | 1 | ||||||
Moderate | 1.4 (0.54-3.43) | .515 | 0.9 (0.39-2.54) | .995 | 0.6 (0.18-1.85) | .351 | |||
High | 0.5 (0.15-1.33) | .147 | 0.2 (0.06-0.76) | .016 | 0.1 (0.02-0.39) | .002 | |||
Block 2: HBM | 0.30 | 0.30 | |||||||
Perceived susceptibility and severity | 2.3 (1.59-3.34) | .000 | 4.7 (2.76-7.95) | .000 | |||||
Perceived benefits | 1.8 (1.06-3.11) | .030 | 1.01 (0.56-1.98) | .994 | |||||
Perceived barriers | 0.5 (0.24-0.84) | .012 | 0.23 (0.11-0.50) | .000 | |||||
Cues to action | 8.5 (4.99-14.5) | .000 | 3.0 (1.19-7.65) | .020 | |||||
Block 3: TPB | 0.28 | 0.39 | |||||||
Attitude | 2.5 (1.48-4.19) | .001 | 1.8 (0.89-3.65) | .099 | |||||
Subjective norms | 3.1 (1.54-6.19) | .002 | 2.9 (1.25-6.68) | .013 | |||||
Perceived behavioral control | 2.3 (1.39-3.80) | .001 | 2.1 (0.99-4.34) | .052 | |||||
Self-efficacy | 3.3 (2.01-5.48) | .000 | 6.6 (3.29-13.2) | .000 | |||||
Overall model evaluation | χ 2 | df | P-Value | χ 2 | df | P-Value | χ 2 | df | P-Value |
Wald test | 50.5 | 7 | .000 | 45.4 | 7 | .000 | 81.7 | 11 | .000 |
Hosmer and Lemeshow test goodness of fit test | 39.7 | 8 | .000 | 28.9 | 8 | .0003 | 4.5 | 8 | .805 |
Model 1: R2 = 0.30 (Cox and Snell); Model 2: R2 = 0.28 (Cox and Snell); Model 3: R2 = 0.39 (Cox and Snell).