“Vaccine Passports” May Backfire: Findings from a Cross-Sectional Study in the UK and Israel on Willingness to Get Vaccinated against COVID-19
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design and Setting
2.2. Participants
2.3. Main Outcome Measures
2.3.1. Psychological Need Satisfaction and Frustration
2.3.2. Vaccination Behaviour
2.3.3. Willingness to Get vaccinated
2.3.4. Attitudes towards “COVID Passports”
2.3.5. Motivations to Get Vaccinated/Not to Get Vaccinated
2.3.6. Demographics
2.4. Power Calculation
2.5. Statistical Analysis
2.6. Pilot Studies
3. Results
3.1. Demographics, Vaccination Status and Willingness to Get Vaccinated
3.2. Psychological Needs
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Psychological Need Satisfaction and Frustration | Cronbach’s Alpha |
---|---|
Autonomy satisfaction | α = 0.76 |
I feel [felt] a sense of choice and freedom in the decision to get vaccinated | |
I feel [felt] that my decision to get vaccinated reflects what I really want | |
Autonomy frustration | α = 0.81 |
I feel [felt] forced to get vaccinated | |
I feel [felt] that I will [would] be ‘punished’ if I didn’t get vaccinated | |
Competence satisfaction | α = 0.79 |
I feel [felt] confident that I could get vaccinated if I wanted to | |
I feel [felt] capable of getting vaccinated if I wanted to | |
Competence frustration | α = 0.71 |
I have [had] serious doubts about whether I could get vaccinated if I wanted to | |
I feel [felt] that it would be difficult for me to get vaccinated if I wanted to | |
Relatedness satisfaction | α = 0.85 |
I feel [felt] that the official authorities care about me | |
I feel [felt] that the official authorities understand [understood] my needs | |
Relatedness frustration (α = 0.76) | α = 0.76 |
I feel [felt] excluded by the official authorities | |
I feel [felt] that the official authorities are [were] cold and distant |
Motivations to Get Vaccinated/Not Get Vaccinated | Cronbach’s Alpha |
---|---|
Identified motivation | α = 0.72 |
Because I feel that I want to take responsibility for my own health Because I have carefully thought about it and believe this decision is very important for many aspects of my life | |
Introjected motivation | α = 0.73 |
Because I would feel bad about myself if I did [didn’t] get vaccinated | |
Because I would feel guilty or ashamed of myself if I did [didn’t] get vaccinated | |
External motivation | α = 0.70 |
Because I feel under pressure from others [not] to get vaccinated | |
Because other people would be upset if I do [don’t] get vaccinated | |
Amotivation | α = 0.58 |
I really don’t think about it | |
I don’t really care |
Characteristics | UK | Israel |
---|---|---|
n | 681 | 677 |
Age | ||
18–29 | 18% | 29% |
30–59 | 53% | 56% |
60+ | 29% | 15% |
Gender | ||
Man | 48.5% | 48.5% |
Woman | 51% | 51.5% |
Non-binary | 0.5% | 0% |
Education (Highest Level) | ||
No formal education | 1% | 1% |
Primary school | 0% | 1% |
Secondary school | 34% | 41% |
Undergraduate degree | 43% | 38% |
Postgraduate degree | 22% | 19% |
Vaccination Status | ||
Unvaccinated | 34% | 14% |
Single dose | 41% | 4% |
Two doses | 25% | 82% |
Coefficients from Linear Regression | |||
---|---|---|---|
Term | β | t-Statistic | p |
autonomy_satisfaction | 0.17 | 5.35 | <0.001 |
autonomy_frustration | −0.47 | −15.79 | <0.001 |
competence_satisfaction | 0.05 | 1.52 | 0.128 |
competence_frustration | 0.07 | 2.66 | 0.008 |
relatedness_satisfaction | 0.24 | 7.94 | <0.001 |
relatedness_frustration | 0.09 | 2.88 | 0.004 |
Coefficients from Logistic Regression | |||
---|---|---|---|
Term | Odds Ratio | Statistic | p |
(Intercept) | −2.83 | −3.28 | <0.001 |
autonomy_satisfaction | 0.84 | 5.62 | <0.001 |
autonomy_frustration | 1.21 | 9.08 | <0.001 |
competence_satisfaction | −0.36 | −2.19 | 0.03 |
competence_frustration | −0.09 | −0.68 | 0.49 |
relatedness_satisfaction | −1.13 | −7.74 | <0.001 |
relatedness_frustration | −0.37 | −2.44 | 0.01 |
Motivation | Autonomy Frustration | Competence Frustration | Relatedness Frustration |
---|---|---|---|
External | 0.32 ** | 0.17 ** | 0.09 * |
Amotivation | 0.24 ** | 0.17 ** | 0.21 ** |
Identified | −0.46 ** | −0.24 ** | −0.34 ** |
Introjected | −0.19 ** | −0.05 | −0.19 ** |
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Porat, T.; Burnell, R.; Calvo, R.A.; Ford, E.; Paudyal, P.; Baxter, W.L.; Parush, A. “Vaccine Passports” May Backfire: Findings from a Cross-Sectional Study in the UK and Israel on Willingness to Get Vaccinated against COVID-19. Vaccines 2021, 9, 902. https://doi.org/10.3390/vaccines9080902
Porat T, Burnell R, Calvo RA, Ford E, Paudyal P, Baxter WL, Parush A. “Vaccine Passports” May Backfire: Findings from a Cross-Sectional Study in the UK and Israel on Willingness to Get Vaccinated against COVID-19. Vaccines. 2021; 9(8):902. https://doi.org/10.3390/vaccines9080902
Chicago/Turabian StylePorat, Talya, Ryan Burnell, Rafael A. Calvo, Elizabeth Ford, Priya Paudyal, Weston L. Baxter, and Avi Parush. 2021. "“Vaccine Passports” May Backfire: Findings from a Cross-Sectional Study in the UK and Israel on Willingness to Get Vaccinated against COVID-19" Vaccines 9, no. 8: 902. https://doi.org/10.3390/vaccines9080902
APA StylePorat, T., Burnell, R., Calvo, R. A., Ford, E., Paudyal, P., Baxter, W. L., & Parush, A. (2021). “Vaccine Passports” May Backfire: Findings from a Cross-Sectional Study in the UK and Israel on Willingness to Get Vaccinated against COVID-19. Vaccines, 9(8), 902. https://doi.org/10.3390/vaccines9080902