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. 2021 Dec 2;14:11786329211060130. doi: 10.1177/11786329211060130

Table 4.

Hierarchical multivariable logistic regression predicting the intention to get vaccinated against COVID-19 (N = 462).

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).