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. 2023 Feb 17;41(15):2466–2475. doi: 10.1016/j.vaccine.2023.02.047

Table 3.

Experiences, attitudes, and beliefs about COVID-19 (booster) vaccination, by PAPM stage of decision-making.

Unengaged Undecided Decided NOT to have booster Decided to have booster Had booster Univariate analyses
(N = 135) (N = 262) (N = 31) (N = 1,415) (N = 161) N pseudo r2
Previous COVID-19 vaccine experience
Previous vaccine – N (%)
- Pfizer/BioNTech
- Oxford/AstraZeneca

23
107

(3.99)
(7.62)

45
215

(7.80)
(15.31)

7
23

(1.21)
(1.64)

393
1,008

(68.11)
(71.79)

109
51

(18.89)
(3.63)
1,791 0.008***
Overall experience – M (SD) 4.18 (0.75) 4.21 (0.65) 3.35 (0.95) 4.60 (0.49) 4.72 (0.47) 1,811 0.056***
Healthcare environment – M (SD) 4.65 (0.54) 4.59 (0.56) 4.42 (0.87) 4.77 (0.43) 4.84 (0.36) 1,812 0.013***
Patient-provider connection – M (SD) 4.56 (0.64) 4.47 (0.70) 4.14 (1.04) 4.75 (0.53) 4.85 (0.38) 1,812 0.023***
Access – M (SD) 4.46 (0.74) 4.43 (0.72) 4.60 (0.55) 4.63 (0.59) 4.77 (0.45) 1,812 0.011***
Perceived benefits – M (SD) 4.09 (0.75) 4.04 (0.64) 3.45 (0.97) 4.45 (0.57) 4.59 (0.53) 1,694 0.049***
Psychological constructs
Perceived severity – M (SD) 3.05 (1.05) 3.17 (1.02) 3.16 (0.97) 3.38 (1.02) 3.50 (1.06) 1,812 0.008***
Perceived susceptibility – M (SD)
- likelihood coming into contact with person with COVID-19 3.14 (0.92) 3.30 (1.01) 2.94 (1.12) 3.44 (0.93) 3.52 (0.96) 1,812 0.007***
- good immunity to COVID-19 3.66 (0.79) 3.55 (0.81) 3.52 (1.03) 3.85 (0.80) 4.12 (0.84) 1,812 0.015***
- immune system strong enough 3.49 (0.87) 3.30 (0.97) 3.68 (0.79) 3.17 (1.05) 3.57 (1.16) 1,812 0.006***
Perceived benefits – M (SD) 3.76 (0.74) 3.77 (0.61) 2.62 (0.93) 4.26 (0.56) 4.26 (0.57) 1,812 0.084***
Perceived safety – M (SD) 3.60 (0.87) 3.44 (0.84) 2.21 (1.10) 4.20 (0.69) 4.46 (0.61) 1,812 0.104***
Booster vaccine attitudes – M (SD) 3.92 (0.71) 3.86 (0.62) 2.58 (0.95) 4.58 (0.50) 4.74 (0.42) 1,812 0.167***
Subjective norms – M (SD) 3.58 (0.78) 3.64 (0.65) 2.94 (0.81) 4.21 (0.63) 4.46 (0.62) 1,812 0.098***
Perceived control – M (SD) 3.91 (0.95) 3.83 (0.89) 3.94 (1.03) 4.49 (0.70) 4.71 (0.53) 1,812 0.076***
Anticipated regret – M (SD) 4.02 (1.34) 4.15 (1.22) 2.72 (1.23) 4.69 (0.92) 4.62 (1.05) 1,812 0.035***
Booster vaccine knowledge – M (SD) 3.32 (1.02) 3.38 (0.90) 2.92 (0.99) 4.21 (0.70) 4.53 (0.53) 1,812 0.132***
Trust – M (SD) 3.53 (0.90) 3.47 (0.86) 2.10 (1.22) 4.09 (0.84) 4.29 (0.80) 1,812 0.057***
Fear of needles – N (%)
- Yes
- No

28
102

(9.18)
(6.13)

53
203

(17.38)
(12.19)

8
21

(2.62)
(1.26)

196
1,199

(64.26)
(72.01)

20
140

(6.56)
(8.41)
1,781 0.004***

Note. PAPM = precaution adoption process model. † based on univariate multinomial regression model, with reference category ‘Stage 5: Decided to have booster’; stages 4 (decided NOT to have booster) and 6 (had booster) were excluded from regression analyses. * p < 0.10, **p < 0.05, ***p < 0.01.