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. 2025 Jun 9;48(4):644–658. doi: 10.1007/s10865-025-00578-7

Table 2.

Hierarchical regression results predicting COVID-19 vaccination intentions

Variable b b 95% CI [LL, UL] b (SE) ß t R2 Difference
Block 1 0.058***
Constant 2.93*** [2.49, 3.37] 0.22
Age 0.03*** [0.02, 0.03] 0.00 0.20
Female − 0.24* [− 0.44, − 0.05] 0.10 − 0.07
Non-binary − 0.21 [− 0.90, 0.47] 0.35 − 0.02
Other Gender 0.13 [− 0.55, 0.82] 0.35 0.01
Education Level 0.08 [0.01, 0.15] 0.04 0.06
Political Ideology − 0.20*** [− 0.30, − 0.10] 0.05 − 0.10
Block 2
Constant 0.12 [− 0.29, 0.53] 0.21 0.457*** ∆R2 = 0.40***
Age 0.01 [− 0.00, 0.01] 0.00 0.04
Female − 0.06 [− 0.20, 0.09] 0.08 − 0.02
Non-binary -0.01 [− 0.53, 0.51] 0.27 − 0.00
Other gender 0.14 [− 0.38, 0.66] 0.27 0.01
Education level 0.01 [− 0.05, 0.06] 0.03 0.01
Political ideology − 0.13*** [− 0.21, − 0.06] 0.04 − 0.07
Descriptive norms 0.25*** [0.15, 0.35] 0.05 0.11
Injunctive norms 0.22*** [0.14, 0.29] 0.04 0.16
Subjective norms 0.46*** [0.40, 0.51] 0.03 0.47
Block 3
Constant 0.39 [− 0.40, 1.17] 0.40 0.97 0.462*** ∆R2 = 0.004***
Age 0.01 [− 0.00, 0.01] 0.00 − 0.01 1.88
Female − 0.05 [− 0.20, 0.10] 0.07 0.00 − 0.70
Non-binary 0.01 [− 0.51, 0.53] 0.26 0.01 0.05
Other gender 0.13 [− 0.39, 0.65] 0.26 0.04 0.48
Education level 0.01 [− 0.05, 0.06] 0.03 0.01 0.28
Political ideology − 0.13*** [-0.20, − 0.06] 0.04 − 0.07 − 3.49
Descriptive norm 0.13 [− 0.15, 0.41] 0.14 0.06 0.93
injunctive norm 0.52*** [0.24, 0.80] 0.14 0.40 3.67
Subjective norm 0.08 [− 0.16, 0.32] 0.12 0.09 0.68

Descriptive norm X

Injunctive norm

− 0.10* [− 0.18, − 0.01] 0.04 − 0.36 − 2.18

Descriptive norm X

Subjective norm

0.12*** [0.05, 0.20] 0.04 0.55 3.38

Injunctive norm X

Subjective norm

− 0.00 [− 0.03, 0.03] 0.01 − 0.01 − 0.12

B,unstandardized regression coefficient; ß, standardized regression coefficient; CI, confidence interval; LL and UL indicate the lower and upper limits of a confidence interval, respectively. b represents unstandardized regression weights.

*p < 0.05. **p < 0.01. ***p < 0.001.