678 results on '"*VACCINE hesitancy"'
Search Results
2. Information processing style and institutional trust as factors of COVID vaccine hesitancy
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Zhao, Wanchen, Russell, Catherine Maya, Jankovsky, Anastasia, Cannon, Tyrone D., Pittenger, Christopher, and Pushkarskaya, Helen
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- 2024
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3. An effective COVID-19 vaccine hesitancy intervention focused on the relative risks of vaccination and infection
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Byerley, Cameron O’Neill, Horne, Dru, Gong, Mina, Musgrave, Stacy, Valaas, Laura A., Rickard, Brian, Yoon, Hyunkyoung, Park, Min Sook, Mirin, Alison, Joshua, Surani, Lavender, Heather, and You, Sukjin
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- 2024
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4. Knowledge, attitudes and demographic drivers for COVID-19 vaccine hesitancy in Malawi
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Ndasauka, Yamikani, Twabi, Halima Sumayya, Kainja, Jimmy, Gunde, Anthony Mavuto, and Makhumula-Mtimuni, Catherine
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- 2024
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5. COVID-19 vaccine hesitancy and influencing factors among Chinese hospital staff: a cross-sectional study
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Shangyao Li, Jinjuan Hao, Yu Su, Haoran Zhan, Nuo Zhou, Yitong Qiu, Yitong Lu, Ke Sun, and Yu Tian
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COVID-19 vaccines ,Vaccine hesitancy ,Vaccination willingness ,Influencing factors ,Medicine ,Science - Abstract
Abstract We aimed to investigate the willingness of hospital staff to receive the COVID-19 vaccine and explore the associated factors and reasons of vaccine hesitancy among Chinese hospital staff, which were not yet known. A cross-sectional questionnaire survey was conducted online on the vaccine hesitancy of staff in a grade A tertiary general hospital in Beijing from February 22 to 23, 2023. Univariate and multivariate logistic regression were used to assess associations between potential influencing factors and vaccine hesitancy. A total of 3269 valid respondents were included, and the rate of COVID-19 vaccine hesitancy was 32.67%. Multivariate logistic regression showed that women [1.50 (1.22–1.83)], having high-school education level [1.69 (1.04–2.76)], college degree [2.24 (1.35–3.72)] or graduate degree [2.31 (1.33–4.03)], and having underlying disease [1.41 (1.12–1.77)] were associated with a higher rate of COVID-19 vaccine hesitancy. The main reasons for vaccine hesitancy included doubts for the safety and effectiveness of COVID-19 vaccine and worries in adverse reactions. Hospital staff's willingness to vaccinate COVID-19 vaccine is generally high in the study. Hospitals should spread the knowledge of COVID-19 vaccine through multiple channels to improve the cognition of hospital staff and encourage vaccination based on associated factors.
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- 2024
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6. Information processing style and institutional trust as factors of COVID vaccine hesitancy
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Wanchen Zhao, Catherine Maya Russell, Anastasia Jankovsky, Tyrone D. Cannon, Christopher Pittenger, and Helen Pushkarskaya
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Medicine ,Science - Abstract
Abstract This study investigates the factors contributing to COVID vaccine hesitancy. Vaccine hesitancy has commonly been attributed to susceptibility to misinformation and linked to particular socio-demographic factors and personality traits. We present a new perspective, emphasizing the interplay between individual cognitive styles and perceptions of public health institutions. In January 2020, before the COVID-19 pandemic, 318 participants underwent a comprehensive assessment, including self-report measures of personality and clinical characteristics, as well as a behavioral task that assessed information processing styles. During 2021, attitudes towards vaccines, scientists, and the CDC were measured at three time points (February–October). Panel data analysis and structural equation modeling revealed nuanced relationships between these measures and information processing styles over time. Trust in public health institutions, authoritarian submission, and lower information processing capabilities together contribute to vaccine acceptance. Information processing capacities influenced vaccination decisions independently from the trust level, but their impact was partially mediated by authoritarian tendencies. These findings underscore the multifactorial nature of vaccine hesitancy, which emerges as a product of interactions between individual cognitive styles and perceptions of public health institutions. This novel perspective provides valuable insights into the underlying mechanisms that drive this complex phenomenon.
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- 2024
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7. Vaccine hesitancy and trust in sub-Saharan Africa
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Kerstin Unfried and Jan Priebe
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Medicine ,Science - Abstract
Abstract Lack of trust is a primary reason behind the global rise in vaccine hesitancy. Existing research on the trust—vaccine hesitancy nexus has almost exclusively focused on COVID-19 with the vast majority of studies examining industrialized countries. In this study, we investigated the influence of trust in different policy-relevant actors (government, science, media, pharmaceutical companies, society) on vaccine hesitancy for recently available vaccines related to polio and HPV which we benchmark against a COVID-19 vaccine. Leveraging unique primary data on 5203 individuals from six countries (Ghana, Kenya, Nigeria, South Africa, Tanzania, and Uganda), we showed that individuals’ trust in the government and society are key predictors of vaccine hesitancy. Furthermore, we demonstrated that these relationships are remarkably stable across vaccine, disease, and country contexts.
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- 2024
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8. An effective COVID-19 vaccine hesitancy intervention focused on the relative risks of vaccination and infection
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Cameron O’Neill Byerley, Dru Horne, Mina Gong, Stacy Musgrave, Laura A. Valaas, Brian Rickard, Hyunkyoung Yoon, Min Sook Park, Alison Mirin, Surani Joshua, Heather Lavender, and Sukjin You
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Medicine ,Science - Abstract
Abstract We designed the Relative Risk Tool (RRT) to help people assess the relative risks associated with COVID-19 vaccination and infection. In May 2022 (N = 400) and November 2022 (N = 615), U.S. residents participated in a survey that included questions about the risks of vaccination and infection. In both cohorts, we found an association between relative risk perception and vaccine hesitancy. Participants in the May cohort were randomly assigned an intervention: to see information from the RRT or the Centers for Disease Control and Prevention (CDC). After the intervention, participants answered the same questions about risk perception and vaccination intent again. The RRT was more effective than the CDC at changing risk perception and increasing vaccination intent. In November, the survey structure was the same, but the RRT was the only intervention included, and we confirmed that the RRT was effective at changing opinions in this new sample. Importantly, the RRT provided accurate information about the risks of serious adverse outcomes to vaccination and still increased vaccination intent. Our work suggests that the RRT helps people assess relative risk, which can in turn help empower them to make informed decisions and ultimately reduce vaccine hesitancy.
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- 2024
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9. Knowledge, attitudes and demographic drivers for COVID-19 vaccine hesitancy in Malawi
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Yamikani Ndasauka, Halima Sumayya Twabi, Jimmy Kainja, Anthony Mavuto Gunde, and Catherine Makhumula-Mtimuni
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Medicine ,Science - Abstract
Abstract This study assessed the association among knowledge, attitudes and uptake of COVID-19 vaccine in Malawi, examining demographic factors influencing these variables. The study employed a quantitative research design. It thus sampled 394 participants from Malawi’s three districts of Zomba, Dowa and Nkhatabay. Results showed that 163 (41.4%) participants had low levels of knowledge of COVID-19 vaccine, 231 (58.6%) had high levels of knowledge, 237 (60.2%) had a positive attitude, and 156 (39.8%) had a negative attitude towards the COVID-19 vaccine. On vaccine uptake, the study found that only 29 (17%) male and 52 (23%) female participants had received the vaccine. Further, participants with low levels of knowledge and a positive attitude towards the vaccine were 5.9 times more likely (p-value = 0.001) to be vaccinated than those with low levels of knowledge and negative attitudes towards the vaccine. On the other hand, those with high knowledge and a positive attitude towards the vaccine were 8.2 times more likely (p-value
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- 2024
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10. Evaluating COVID-19 vaccination intentions and vaccine hesitancy among parents of children with autism spectrum disorder
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Khoodoruth, Mohamed Adil Shah, Khoodoruth, Widaad Nuzhah Chut-kai, Ramadan, Abd Alrhem Mohamad, Johnson, Beena, Gulistan, Shaima, Deluvio, Raf Bernard Corvera, Alamri, Mohammed Nasser, Al-Abdulla, Majid, Ouanes, Sami, and Khan, Yasser Saeed
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- 2023
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11. COVID-19 vaccine uptake among people with HIV: identifying characteristics associated with vaccine hesitancy.
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Boschung, Karol, Gill, M. John, Krentz, Hartmut B., Dalere, Jessica, Beckthold, Brenda, Fonseca, Kevin, Bakal, Jeffrey A., McMillan, Jacqueline M., Kanji, Jamil, and Lang, Raynell
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VACCINE hesitancy , *VACCINATION status , *COVID-19 vaccines , *HIV-positive persons , *BOOSTER vaccines - Abstract
People with HIV (PWH) are at increased risk of COVID-19 infection. Both Canadian (NACI) and US (CDC) guidelines recommend that all PWH receive at least 2 doses of COVID-19 vaccine, and a booster. We examined vaccination uptake among PWH in Southern Alberta, Canada. Among adult PWH, we evaluated COVID-19 vaccination uptake between December 2020 and August 2022. Poisson regression models with robust variance (approximating log binomial models) estimated crude and adjusted prevalence ratios (aPR) and 95% confidence intervals (CI) for receiving (1) any vs. no vaccine, and (2) primary series with booster (≥ 3 vaccines) versus primary series without booster. Among 1885 PWH, 10% received no COVID-19 vaccinations, 37% < 3 vaccines and 54% received ≥ 3 vaccines. Females (vs. males) were less likely to receive a vaccine booster. Receiving no COVID-19 vaccines was associated with White ethnicity, unsuppressed HIV viral load (> 200 copies/mL), and using illegal substances. Factors associated with decreased booster uptake included being younger, Black (vs. White) ethnicity, substance use, lower educational attainment, and having an unsuppressed HIV viral load. COVID-19 booster uptake among PWH does not meet vaccine guidelines, and receipt of vaccines is unevenly distributed. Booster uptake is lowest among young females and marginalized individuals. Focused outreach is necessary to close this gap. [ABSTRACT FROM AUTHOR]
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- 2023
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12. COVID-19 vaccine uptake among people with HIV: identifying characteristics associated with vaccine hesitancy
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Karol Boschung, M. John Gill, Hartmut B. Krentz, Jessica Dalere, Brenda Beckthold, Kevin Fonseca, Jeffrey A. Bakal, Jacqueline M. McMillan, Jamil Kanji, and Raynell Lang
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Medicine ,Science - Abstract
Abstract People with HIV (PWH) are at increased risk of COVID-19 infection. Both Canadian (NACI) and US (CDC) guidelines recommend that all PWH receive at least 2 doses of COVID-19 vaccine, and a booster. We examined vaccination uptake among PWH in Southern Alberta, Canada. Among adult PWH, we evaluated COVID-19 vaccination uptake between December 2020 and August 2022. Poisson regression models with robust variance (approximating log binomial models) estimated crude and adjusted prevalence ratios (aPR) and 95% confidence intervals (CI) for receiving (1) any vs. no vaccine, and (2) primary series with booster (≥ 3 vaccines) versus primary series without booster. Among 1885 PWH, 10% received no COVID-19 vaccinations, 37% 200 copies/mL), and using illegal substances. Factors associated with decreased booster uptake included being younger, Black (vs. White) ethnicity, substance use, lower educational attainment, and having an unsuppressed HIV viral load. COVID-19 booster uptake among PWH does not meet vaccine guidelines, and receipt of vaccines is unevenly distributed. Booster uptake is lowest among young females and marginalized individuals. Focused outreach is necessary to close this gap.
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- 2023
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13. Trust and COVID-19 vaccine hesitancy.
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Carrieri, Vincenzo, Guthmuller, Sophie, and Wübker, Ansgar
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VACCINE hesitancy , *TRUST , *COVID-19 vaccines , *CONSPIRACY theories , *SOCIAL media - Abstract
This article uses novel data collected on a weekly basis covering more than 35,000 individuals in the EU to analyze the relationship between trust in various dimensions and COVID-19 vaccine hesitancy. We found that trust in science is negatively correlated, while trust in social media and the use of social media as the main source of information are positively associated with vaccine hesitancy. High trust in social media is found among adults aged 65+, financially distressed and unemployed individuals, and hesitancy is largely explained by conspiracy beliefs among them. Finally, we found that the temporary suspension of the AstraZeneca vaccine in March 2021 significantly increased vaccine hesitancy and especially among people with low trust in science, living in rural areas, females, and financially distressed. Our findings suggest that trust is a key determinant of vaccine hesitancy and that pro-vaccine campaigns could be successfully targeted toward groups at high risk of hesitancy. [ABSTRACT FROM AUTHOR]
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- 2023
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14. Trust and COVID-19 vaccine hesitancy
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Vincenzo Carrieri, Sophie Guthmuller, and Ansgar Wübker
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Medicine ,Science - Abstract
Abstract This article uses novel data collected on a weekly basis covering more than 35,000 individuals in the EU to analyze the relationship between trust in various dimensions and COVID-19 vaccine hesitancy. We found that trust in science is negatively correlated, while trust in social media and the use of social media as the main source of information are positively associated with vaccine hesitancy. High trust in social media is found among adults aged 65+, financially distressed and unemployed individuals, and hesitancy is largely explained by conspiracy beliefs among them. Finally, we found that the temporary suspension of the AstraZeneca vaccine in March 2021 significantly increased vaccine hesitancy and especially among people with low trust in science, living in rural areas, females, and financially distressed. Our findings suggest that trust is a key determinant of vaccine hesitancy and that pro-vaccine campaigns could be successfully targeted toward groups at high risk of hesitancy.
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- 2023
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15. Evaluating COVID-19 vaccination intentions and vaccine hesitancy among parents of children with autism spectrum disorder
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Mohamed Adil Shah Khoodoruth, Widaad Nuzhah Chut-kai Khoodoruth, Abd Alrhem Mohamad Ramadan, Beena Johnson, Shaima Gulistan, Raf Bernard Corvera Deluvio, Mohammed Nasser Alamri, Majid Al-Abdulla, Sami Ouanes, and Yasser Saeed Khan
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Medicine ,Science - Abstract
Abstract As the global vaccination mass campaign against COVID-19 extended to children aged 5 to 11 years, some parents remained hesitant about their children being administered the vaccine despite data supporting its safety. Parent vaccine hesitancy (PVH) may have predisposed certain groups of children, particularly those with autism spectrum disorder (ASD), to COVID-19 when other neurotypical children would have been vaccinated. We investigated the current PVH in 243 parents of children with ASD and 245 controls using the Parent Attitudes about Childhood Vaccines (PACV) scale. The study was conducted in Qatar from May to October 2022. Overall, 15.0% [95% CI 11.7%; 18.3%] of parents were vaccine-hesitant, with no difference (p = 0.054) between groups (ASD children [18.2%] vs. controls [11.7%]). The only sociodemographic factor associated with higher vaccine hesitancy was being a mother (as compared to being a father). The COVID-19 vaccine receipt rate at the time of the study did not differ between ASD (24.3%) and non-ASD groups (27.8%). Around two-thirds of parents of children with ASD refused or were unsure about vaccinating their children against COVID-19. We found that the intent to vaccinate against COVID-19 was higher in parents who were married and in those with a lower PACV total score. Continued public health efforts are needed to address vaccine hesitancy among parents.
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- 2023
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16. Vaccine hesitancy prospectively predicts nocebo side-effects following COVID-19 vaccination.
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Hoffman, Yaakov S. G., Levin, Yafit, Palgi, Yuval, Goodwin, Robin, Ben-Ezra, Menachem, and Greenblatt-Kimron, Lee
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VACCINE hesitancy , *NOCEBOS , *COVID-19 vaccines , *BOOSTER vaccines , *OLDER people - Abstract
The directionality between vaccine hesitancy and COVID-19 vaccine side-effects has not been hitherto examined. We hypothesized a nocebo effect, whereby vaccine hesitancy towards the second Pfizer vaccination dose predicts subsequent side-effects for a booster dose, beyond other effects. We expected these nocebo effects to be driven by (mis)information in males and prior experience in females. A representative sample of older adults (n = 756, mean age = 68.9 ± 3.43) were questioned in a typical cross-lagged design (wave 1 following a second Pfizer dose, wave 2 after their booster). As hypothesized, earlier vaccine hesitancy predicted subsequent booster side-effects for females (β = 0.10 p = 0.025, f 2 = 0.02) and males (β = 0.34, p < 0.001, f 2 = 0.16); effects were stronger in males (χ2Δ (1) = 4.34, p = 0.03). The (W1-to-W2) side-effect autoregression was stronger in females (β =.34, p < 0.001; males β = 0.18, p < 0.001), χ2Δ (1) = 26.86, p < 0.001. Results show that a quantifiable and meaningful portion of COVID-19 vaccine side-effects is predicted by vaccine hesitancy, demonstrating that side-effects comprise a psychosomatic nocebo component in vaccinated individuals. The data reveal distinct risk levels for future side-effects, suggesting the need to tailor public health messaging. [ABSTRACT FROM AUTHOR]
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- 2022
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17. Vaccine hesitancy prospectively predicts nocebo side-effects following COVID-19 vaccination
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Yaakov S. G. Hoffman, Yafit Levin, Yuval Palgi, Robin Goodwin, Menachem Ben-Ezra, and Lee Greenblatt-Kimron
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Medicine ,Science - Abstract
Abstract The directionality between vaccine hesitancy and COVID-19 vaccine side-effects has not been hitherto examined. We hypothesized a nocebo effect, whereby vaccine hesitancy towards the second Pfizer vaccination dose predicts subsequent side-effects for a booster dose, beyond other effects. We expected these nocebo effects to be driven by (mis)information in males and prior experience in females. A representative sample of older adults (n = 756, mean age = 68.9 ± 3.43) were questioned in a typical cross-lagged design (wave 1 following a second Pfizer dose, wave 2 after their booster). As hypothesized, earlier vaccine hesitancy predicted subsequent booster side-effects for females (β = 0.10 p = 0.025, f 2 = 0.02) and males (β = 0.34, p
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- 2022
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18. Taking a machine learning approach to optimize prediction of vaccine hesitancy in high income countries
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Lincoln, Tania M., Schlier, Björn, Strakeljahn, Felix, Gaudiano, Brandon A., So, Suzanne H., Kingston, Jessica, Morris, Eric M.J., and Ellett, Lyn
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- 2022
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19. Misinformation of COVID-19 vaccines and vaccine hesitancy
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Lee, Sun Kyong, Sun, Juhyung, Jang, Seulki, and Connelly, Shane
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- 2022
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20. Using the integrative model of behavioural prediction to understand COVID-19 vaccine hesitancy behaviour
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Romate, John, Rajkumar, Eslavath, and Greeshma, Rajgopal
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- 2022
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21. A model-based opinion dynamics approach to tackle vaccine hesitancy
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Ancona, Camilla, Iudice, Francesco Lo, Garofalo, Franco, and De Lellis, Pietro
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- 2022
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22. Characteristics associated with COVID-19 vaccine hesitancy
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Borga, Liyousew G., Clark, Andrew E., D’Ambrosio, Conchita, and Lepinteur, Anthony
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- 2022
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23. Use of a language intervention to reduce vaccine hesitancy
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Geipel, Janet, Grant, Leigh H., and Keysar, Boaz
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- 2022
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24. Misinformation of COVID-19 vaccines and vaccine hesitancy
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Sun Kyong Lee, Juhyung Sun, Seulki Jang, and Shane Connelly
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Medicine ,Science - Abstract
Abstract The current study examined various types of misinformation related to the COVID-19 vaccines and their relationships to vaccine hesitancy and refusal. Study 1 asked a sample of full-time working professionals in the US (n = 505) about possible misinformation they were exposed to related to the COVID-19 vaccines. Study 2 utilized an online survey to examine U.S. college students’ (n = 441) knowledge about COVID-19 vaccines, and its associations with vaccine hesitancy and behavioral intention to get a COVID-19 vaccine. Analysis of open-ended responses in Study 1 revealed that 57.6% reported being exposed to conspiratorial misinformation such as COVID-19 vaccines are harmful and dangerous. The results of a structural equation modeling analysis for Study 2 supported our hypotheses predicting a negative association between the knowledge level and vaccine hesitancy and between vaccine hesitancy and behavioral intention. Vaccine hesitancy mediated the relationship between the vaccine knowledge and behavioral intention. Findings across these studies suggest exposure to misinformation and believing it as true could increase vaccine hesitancy and reduce behavioral intention to get vaccinated.
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- 2022
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25. Virtual reality reduces COVID-19 vaccine hesitancy in the wild: a randomized trial
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Vandeweerdt, Clara, Luong, Tiffany, Atchapero, Michael, Mottelson, Aske, Holz, Christian, Makransky, Guido, and Böhm, Robert
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- 2022
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26. A model-based opinion dynamics approach to tackle vaccine hesitancy
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Camilla Ancona, Francesco Lo Iudice, Franco Garofalo, and Pietro De Lellis
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Medicine ,Science - Abstract
Abstract Uncovering the mechanisms underlying the diffusion of vaccine hesitancy is crucial in fighting epidemic spreading. Toward this ambitious goal, we treat vaccine hesitancy as an opinion, whose diffusion in a social group can be shaped over time by the influence of personal beliefs, social pressure, and other exogenous actions, such as pro-vaccine campaigns. We propose a simple mathematical model that, calibrated on survey data, can predict the modification of the pre-existing individual willingness to be vaccinated and estimate the fraction of a population that is expected to adhere to an immunization program. This work paves the way for enabling tools from network control towards the simulation of different intervention plans and the design of more effective targeted pro-vaccine campaigns. Compared to traditional mass media alternatives, these model-based campaigns can exploit the structural properties of social networks to provide a potentially pivotal advantage in epidemic mitigation.
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- 2022
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27. Characteristics associated with COVID-19 vaccine hesitancy
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Liyousew G. Borga, Andrew E. Clark, Conchita D’Ambrosio, and Anthony Lepinteur
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Medicine ,Science - Abstract
Abstract Understanding what lies behind actual COVID-19 vaccine hesitancy is fundamental to help policy makers increase vaccination rates and reach herd immunity. We use June 2021 data from the COME-HERE survey to explore the predictors of actual vaccine hesitancy in France, Germany, Italy, Luxembourg, Spain and Sweden. We estimate a linear-probability model with a rich set of covariates and address issues of common-method variance. 13% of our sample say they do not plan to be vaccinated. Post-Secondary education, home-ownership, having an underlying health condition, and one standard-deviation higher age or income are all associated with lower vaccine hesitancy of 2–4.5% points. Conservative-leaning political attitudes and a one standard-deviation lower degree of confidence in the government increase this probability by 3 and 6% points respectively. Vaccine hesitancy in Spain and Sweden is significantly lower than in the other countries.
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- 2022
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28. Using the integrative model of behavioural prediction to understand COVID-19 vaccine hesitancy behaviour
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John Romate, Eslavath Rajkumar, and Rajgopal Greeshma
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Medicine ,Science - Abstract
Abstract The officials realized that the vaccination drive alone would not be sufficient, but the individual's response towards getting vaccinated needs to be assessed and addressed, especially in India, where the diverse culture could widely affect the population's vaccination behaviour. The study aimed to identify the predictors of vaccine hesitancy behaviour using the health belief model and theory of planned behaviour and understand mediating and moderating influence of knowledge and social support on the relationship between the predictors and vaccine hesitancy behaviours among the Indian population. Data was collected from 1006 samples. Regression analysis was performed to assess the variances exerted on vaccine hesitancy behaviours. Also, SEM AMOS was employed to examine the mediation and moderation effects of knowledge about vaccines and social support. The findings indicated that around 11% of the respondents were hesitant to get vaccinated. The combined models of HBM and TPB provide high predictive power. The analysis also revealed that knowledge about vaccine significantly mediates partially between a few constructs of HBM and TPB concerning hesitancy. This study provides the theoretical framework and suggests that the health belief model and the theory of planned behaviour model could explain the psychological influences of vaccine hesitancy in India.
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- 2022
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29. COVID-19 vaccine hesitancy and influencing factors among Chinese hospital staff: a cross-sectional study.
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Li S, Hao J, Su Y, Zhan H, Zhou N, Qiu Y, Lu Y, Sun K, and Tian Y
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- Humans, Female, COVID-19 Vaccines therapeutic use, Cross-Sectional Studies, Hospitals, General, Personnel, Hospital, Vaccination, COVID-19 epidemiology, COVID-19 prevention & control
- Abstract
We aimed to investigate the willingness of hospital staff to receive the COVID-19 vaccine and explore the associated factors and reasons of vaccine hesitancy among Chinese hospital staff, which were not yet known. A cross-sectional questionnaire survey was conducted online on the vaccine hesitancy of staff in a grade A tertiary general hospital in Beijing from February 22 to 23, 2023. Univariate and multivariate logistic regression were used to assess associations between potential influencing factors and vaccine hesitancy. A total of 3269 valid respondents were included, and the rate of COVID-19 vaccine hesitancy was 32.67%. Multivariate logistic regression showed that women [1.50 (1.22-1.83)], having high-school education level [1.69 (1.04-2.76)], college degree [2.24 (1.35-3.72)] or graduate degree [2.31 (1.33-4.03)], and having underlying disease [1.41 (1.12-1.77)] were associated with a higher rate of COVID-19 vaccine hesitancy. The main reasons for vaccine hesitancy included doubts for the safety and effectiveness of COVID-19 vaccine and worries in adverse reactions. Hospital staff's willingness to vaccinate COVID-19 vaccine is generally high in the study. Hospitals should spread the knowledge of COVID-19 vaccine through multiple channels to improve the cognition of hospital staff and encourage vaccination based on associated factors., (© 2024. The Author(s).)
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- 2024
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30. Taking a machine learning approach to optimize prediction of vaccine hesitancy in high income countries
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Tania M. Lincoln, Björn Schlier, Felix Strakeljahn, Brandon A. Gaudiano, Suzanne H. So, Jessica Kingston, Eric M.J. Morris, and Lyn Ellett
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Medicine ,Science - Abstract
Abstract Understanding factors driving vaccine hesitancy is crucial to vaccination success. We surveyed adults (N = 2510) from February to March 2021 across five sites (Australia = 502, Germany = 516, Hong Kong = 445, UK = 512, USA = 535) using a cross-sectional design and stratified quota sampling for age, sex, and education. We assessed willingness to take a vaccine and a comprehensive set of putative predictors. Predictive power was analysed with a machine learning algorithm. Only 57.4% of the participants indicated that they would definitely or probably get vaccinated. A parsimonious machine learning model could identify vaccine hesitancy with high accuracy (i.e. 82% sensitivity and 79–82% specificity) using 12 variables only. The most relevant predictors were vaccination conspiracy beliefs, various paranoid concerns related to the pandemic, a general conspiracy mentality, COVID anxiety, high perceived risk of infection, low perceived social rank, lower age, lower income, and higher population density. Campaigns seeking to increase vaccine uptake need to take mistrust as the main driver of vaccine hesitancy into account.
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- 2022
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31. Psychometric validation of the Vaccination Attitudes Examination (VAX) scale in German pre-pandemic and mid-pandemic samples.
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Wilhelm, Marcel, Bender, Friederike L., Euteneuer, Frank, Salzmann, Stefan, Ewen, Anne-Catherine I., and Rief, Winfried
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ANTI-vaccination movement ,HEALTH attitudes ,VACCINE hesitancy ,COVID-19 pandemic ,CONFIRMATORY factor analysis ,CRONBACH'S alpha - Abstract
Despite the public health value of immunizations, vaccine hesitancy is a widespread phenomenon and received special attention during the global COVID-19 pandemic. The Vaccination Attitudes Examination (VAX) Scale aims to identify anti-vaccination attitudes for understanding vaccine hesitancy. The present study is the validation of the German version of the VAX scale in pre-/mid-pandemic samples. All individuals completed an online-survey assessing prior and expected future vaccination behaviors, further constructs associated with vaccine hesitancy, as well as anti-vaccination attitudes using the translated VAX scale among others. In a first study, 297 individuals were surveyed before the COVID-19 pandemic. A second study included 260 individuals recruited during the COVID-19 pandemic. For validation, two confirmatory factor analyses have been conducted. Reliability measures (internal consistency, test–retest-correlation) were determined. The four subscales were confirmed by Confirmation Factor Analysis with a very good to excellent fit. The subscales showed good to excellent reliability and convergent validity determinants. Average VAX values significantly distinguished between individuals who had previously received or refused immunization and predicted expected vaccination behavior. The German translation of the VAX scale is effective in identifying anti-vaccination attitudes and can be used for further research on anti-vaccination attitudes and vaccine hesitancy. [ABSTRACT FROM AUTHOR]
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- 2024
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32. Ideological diversity of media consumption predicts COVID-19 vaccination.
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Grant, Marrissa D., Markowitz, David M., Sherman, David K., Flores, Alexandra, Dickert, Stephan, Eom, Kimin, Jiga-Boy, Gabriela M., Kogut, Tehila, Mayorga, Marcus, Oonk, David, Pedersen, Eric J., Pereira, Beatriz, Rubaltelli, Enrico, Slovic, Paul, Västfjäll, Daniel, and Van Boven, Leaf
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NEWS consumption ,MEDIA consumption ,VACCINE hesitancy ,COVID-19 vaccines ,VACCINATION status - Abstract
This study examines the relationship between respondents' vaccine hesitancy, reported media consumption patterns, ideological leanings, and trust in science. A large-scale survey conducted in the US in 2022 (N = 1,646) assessed self-reported COVID-19 vaccination, trust in science, and reported media consumption. Findings show that, regardless of personal ideology, individuals who consumed less conservative media and had a more ideologically diverse media diet were more likely to be fully vaccinated and boosted. Additionally, consuming more conservative media was negatively associated with trust in science, but this relationship was weaker among those with a more ideologically diverse media diet. By incorporating data from an earlier wave of the survey in the summer of 2020, before COVID-19 vaccines were available, we found that a less conservative and more ideologically diverse media diet in 2022 predicted vaccination behavior in 2022, controlling for prior vaccine intentions and media consumption in 2020. A similar survey conducted in the UK in the summer of 2020 paralleled patterns in the US regarding vaccine intentions and media consumption. These results suggest that an ideologically diverse media diet is associated with reduced vaccine hesitancy. Public health initiatives might benefit from encouraging ideologically diverse media consumption. [ABSTRACT FROM AUTHOR]
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- 2024
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33. Use of a language intervention to reduce vaccine hesitancy
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Janet Geipel, Leigh H. Grant, and Boaz Keysar
- Subjects
Medicine ,Science - Abstract
Abstract Vaccine hesitancy is a major global challenge facing COVID-19 immunization programs. Its main source is low public trust in the safety and effectiveness of the vaccine. In a preregistered experimental study, we investigated how using a foreign language when communicating COVID-19 vaccine information influences vaccine acceptance. Hong Kong Chinese residents (N = 611) received COVID-19 vaccine information either in their native Chinese or in English. English increased trust in the safety and effectiveness of the vaccine and, as a result, reduced vaccine hesitancy. This indicates that language can impact vaccine attitudes and demonstrate the potential of language interventions for a low cost, actionable strategy to curtail vaccine hesitancy amongst bilingual populations. Language interventions could contribute towards achieving the United Nations Sustainable Development Goal of health and well-being.
- Published
- 2022
- Full Text
- View/download PDF
34. Virtual reality reduces COVID-19 vaccine hesitancy in the wild: a randomized trial
- Author
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Clara Vandeweerdt, Tiffany Luong, Michael Atchapero, Aske Mottelson, Christian Holz, Guido Makransky, and Robert Böhm
- Subjects
Medicine ,Science - Abstract
Abstract Vaccine hesitancy poses one of the largest threats to global health. Informing people about the collective benefit of vaccination has great potential in increasing vaccination intentions. This research investigates the potential for engaging experiences in immersive virtual reality (VR) to strengthen participants’ understanding of community immunity, and therefore, their intention to get vaccinated. In a pre-registered lab-in-the-field intervention study, participants were recruited in a public park (tested: $$n = 232$$ n = 232 , analyzed: $$n = 222$$ n = 222 ). They were randomly assigned to experience the collective benefit of community immunity in a gamified immersive virtual reality environment ( $$\frac{2}{3}$$ 2 3 of sample), or to receive the same information via text and images ( $$\frac{1}{3}$$ 1 3 of sample). Before and after the intervention, participants indicated their intention to take up a hypothetical vaccine for a new COVID-19 strain (0–100 scale) and belief in vaccination as a collective responsibility (1–7 scale). The study employs a crossover design (participants later received a second treatment), but the primary outcome is the effect of the first treatment on vaccination intention. After the VR treatment, for participants with less-than-maximal vaccination intention, intention increases by 9.3 points (95% CI: 7.0 to $$11.5,\, p < 0.001$$ 11.5 , p < 0.001 ). The text-and-image treatment raises vaccination intention by 3.3 points (difference in effects: 5.8, 95% CI: 2.0 to $$9.5,\, p = 0.003$$ 9.5 , p = 0.003 ). The VR treatment also increases collective responsibility by 0.82 points (95% CI: 0.37 to $$1.27,\, p < 0.001$$ 1.27 , p < 0.001 ). The results suggest that VR interventions are an effective tool for boosting vaccination intention, and that they can be applied “in the wild”—providing a complementary method for vaccine advocacy.
- Published
- 2022
- Full Text
- View/download PDF
35. Vaccination homophily in ego contact networks during the COVID-19 pandemic.
- Author
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Stefkovics, Ádám, Albert, Fruzsina, Ligeti, Anna Sára, Dávid, Beáta, Rudas, Szilvia, and Koltai, Júlia
- Subjects
- *
COVID-19 pandemic , *VACCINE hesitancy , *VACCINATION status , *VACCINATION , *SOCIAL contact - Abstract
Vaccine hesitancy is an inevitable risk for societies as it contributes to outbreaks of diseases. Prior research suggests that vaccination decisions of individuals tend to spread within social networks, resulting in a tendency to vaccination homophily. The clustering of individuals resistant to vaccination can substantially make the threshold necessary to achieve herd immunity harder to reach. In this study, we examined the extent of vaccination homophily among social contacts and its association with vaccine uptake during the COVID-19 pandemic in Hungary using a contact diary approach in two cross-sectional surveys. The results indicate strong clustering among both vaccinated and unvaccinated groups. The most powerful predictor of vaccine uptake was the perceived vaccination rate within the egos' social contact network. Vaccination homophily and the role of the interpersonal contact network in vaccine uptake were particularly pronounced in the networks of close relationships, including family, kinship, and strong social ties of the ego. Our findings have important implications for understanding COVID-19 spread dynamics by showing that the strong clustering of unvaccinated individuals posed a great risk in preventing the spread of the disease. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. The impact of toxic trolling comments on anti-vaccine YouTube videos.
- Author
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Miyazaki, Kunihiro, Uchiba, Takayuki, Kwak, Haewoon, An, Jisun, and Sasahara, Kazutoshi
- Subjects
- *
VACCINE hesitancy , *TOXICITY testing , *VIRTUAL communities , *SOCIAL media - Abstract
Anti-vaccine trolling on video-hosting websites hinders efforts to increase vaccination rates by using toxic language and threatening claims to intimidate people and promote vaccine hesitancy. However, there is a shortage of research investigating the effects of toxic messages on these platforms. This study focused on YouTube anti-vaccine videos and examined the relationship between toxicity and fear in the comment section of these videos. We discovered that highly liked toxic comments were associated with a significant level of fear in subsequent comments. Moreover, we found complex patterns of contagion between toxicity and fear in the comments. These findings suggest that initial troll comments can evoke negative emotions in viewers, potentially fueling vaccine hesitancy. Our research bears essential implications for managing public health messaging and online communities, particularly in moderating fear-mongering messages about vaccines on social media. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
37. The effect of perceived social support and health literacy on parental COVID-19 vaccine hesitation in preschool children: a cross-sectional study.
- Author
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Chen, Jiayue, Wang, Quqing, Jiang, Nan, Zhang, Yuxin, Wang, Ting, Cao, He, Liu, Yongyi, Yang, Yonghui, and Wang, Jiwei
- Subjects
PRESCHOOL children ,VACCINE hesitancy ,HEALTH literacy ,COVID-19 vaccines ,SOCIAL support ,PARENTAL influences ,REASONING in children ,LOGISTIC regression analysis - Abstract
Children are generally susceptible to COVID-19, and infection with COVID-19 may cause serious harm to children. COVID-19 vaccination is an effective way to prevent infection at present, and many factors affect children's COVID-19 vaccination. This study aimed to explore the effects of perceived social support and health literacy on hesitancy towards first and second vaccine dose. This cross-sectional study was conducted in the Minhang District of Shanghai, China, in October 2022. A total of 1150 parents of preschool children from 10 kindergartens participated. The survey encompassed four sections, capturing data on sociodemographic attributes, health literacy, perceived social support, and parental COVID-19 vaccine hesitancy. Health literacy was measured using a self-designed questionnaire consisting of four dimensions. Perceived social support was assessed using the MSPSS questionnaire. Hierarchical multiple logistic regression was used to examine the relationship between the independent variables and parental hesitancy towards the first and second doses of COVID-19 vaccine. Parental hesitancy rate for the first dose of the COVID-19 vaccine was 69.6%, and for the second dose, it was 33.1%. The final integrated model showed that parental hesitancy towards the first and the second dose of COVID-19 vaccine was associated with parental educational level, allergy in children, information decision-making and information comprehension ability, perceived social support from family and friends. Health literacy and perceived social support are influence factors for parental hesitancy towards COVID-19 vaccine for preschool children. The findings will provide insights for future intervention studies on COVID-19 vaccine hesitancy and inform the development of vaccination policies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. Psychometric validation of the Vaccination Attitudes Examination (VAX) scale in German pre-pandemic and mid-pandemic samples
- Author
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Marcel Wilhelm, Friederike L. Bender, Frank Euteneuer, Stefan Salzmann, Anne-Catherine I. Ewen, and Winfried Rief
- Subjects
Vaccine hesitancy ,Vaccination behavior ,Vaccination attitudes ,Vaccine ,VAX scale ,German version ,Medicine ,Science - Abstract
Abstract Despite the public health value of immunizations, vaccine hesitancy is a widespread phenomenon and received special attention during the global COVID-19 pandemic. The Vaccination Attitudes Examination (VAX) Scale aims to identify anti-vaccination attitudes for understanding vaccine hesitancy. The present study is the validation of the German version of the VAX scale in pre-/mid-pandemic samples. All individuals completed an online-survey assessing prior and expected future vaccination behaviors, further constructs associated with vaccine hesitancy, as well as anti-vaccination attitudes using the translated VAX scale among others. In a first study, 297 individuals were surveyed before the COVID-19 pandemic. A second study included 260 individuals recruited during the COVID-19 pandemic. For validation, two confirmatory factor analyses have been conducted. Reliability measures (internal consistency, test–retest-correlation) were determined. The four subscales were confirmed by Confirmation Factor Analysis with a very good to excellent fit. The subscales showed good to excellent reliability and convergent validity determinants. Average VAX values significantly distinguished between individuals who had previously received or refused immunization and predicted expected vaccination behavior. The German translation of the VAX scale is effective in identifying anti-vaccination attitudes and can be used for further research on anti-vaccination attitudes and vaccine hesitancy.
- Published
- 2024
- Full Text
- View/download PDF
39. Ideological diversity of media consumption predicts COVID-19 vaccination
- Author
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Marrissa D. Grant, David M. Markowitz, David K. Sherman, Alexandra Flores, Stephan Dickert, Kimin Eom, Gabriela M. Jiga-Boy, Tehila Kogut, Marcus Mayorga, David Oonk, Eric J. Pedersen, Beatriz Pereira, Enrico Rubaltelli, Paul Slovic, Daniel Västfjäll, and Leaf Van Boven
- Subjects
COVID-19 ,Vaccine hesitancy ,Trust in science ,News media ,Media diets ,Medicine ,Science - Abstract
Abstract This study examines the relationship between respondents’ vaccine hesitancy, reported media consumption patterns, ideological leanings, and trust in science. A large-scale survey conducted in the US in 2022 (N = 1,646) assessed self-reported COVID-19 vaccination, trust in science, and reported media consumption. Findings show that, regardless of personal ideology, individuals who consumed less conservative media and had a more ideologically diverse media diet were more likely to be fully vaccinated and boosted. Additionally, consuming more conservative media was negatively associated with trust in science, but this relationship was weaker among those with a more ideologically diverse media diet. By incorporating data from an earlier wave of the survey in the summer of 2020, before COVID-19 vaccines were available, we found that a less conservative and more ideologically diverse media diet in 2022 predicted vaccination behavior in 2022, controlling for prior vaccine intentions and media consumption in 2020. A similar survey conducted in the UK in the summer of 2020 paralleled patterns in the US regarding vaccine intentions and media consumption. These results suggest that an ideologically diverse media diet is associated with reduced vaccine hesitancy. Public health initiatives might benefit from encouraging ideologically diverse media consumption.
- Published
- 2024
- Full Text
- View/download PDF
40. The individual and ecological characteristics of parental COVID-19 vaccination decisions
- Author
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Hörnig, Lukas, Schaffner, Sandra, and Schmitz, Hendrik
- Published
- 2024
- Full Text
- View/download PDF
41. Trust and COVID-19 vaccine hesitancy
- Abstract
This article uses novel data collected on a weekly basis covering more than 35,000 individuals in the EU to analyze the relationship between trust in various dimensions and COVID-19 vaccine hesitancy. We found that trust in science is negatively correlated, while trust in social media and the use of social media as the main source of information are positively associated with vaccine hesitancy. High trust in social media is found among adults aged 65+, financially distressed and unemployed individuals, and hesitancy is largely explained by conspiracy beliefs among them. Finally, we found that the temporary suspension of the AstraZeneca vaccine in March 2021 significantly increased vaccine hesitancy and especially among people with low trust in science, living in rural areas, females, and financially distressed. Our findings suggest that trust is a key determinant of vaccine hesitancy and that pro-vaccine campaigns could be successfully targeted toward groups at high risk of hesitancy.
- Published
- 2023
- Full Text
- View/download PDF
42. Potential determinants of parental hesitancy to vaccinate their children against COVID-19 infection: a cross-sectional investigation.
- Author
-
Rehman, Shazia, Rehman, Nadia, Li, Zexuan, and Zhang, Yan
- Subjects
VACCINATION of children ,COVID-19 ,VACCINE hesitancy ,HESITATION ,PARENT attitudes - Abstract
Coronavirus disease 2019 (COVID-19) vaccination hesitancy has emerged as a substantial concern among the adult population globally. However, limited evidence is available about parental hesitancy to vaccinate their children against COVID-19 within the Pakistani context. Thus, the present investigation aimed to assess parental attitudes, perceptions, and willingness regarding vaccination hesitancy and associated predictors of getting their children vaccinated against COVID-19. We conducted a cross-sectional population-based, self-administered online questionnaire in Punjab, Pakistan, on randomly selected parents between October 2022 and February 2023. The data were collected based on socio-demographics, attitudes, perceptions, and willingness of parents regarding COVID-19 vaccine hesitancy for their children. Adjusted odds ratios with 95% confidence intervals were estimated to identify the predictors of vaccine hesitancy. The findings demonstrated that among 1,478 participants, a total of 40% believed that the COVID-19 vaccine may pose a greater risk to children than adults, while 38% exhibited no concerns. Around 13% of children were not vaccinated in our study sample. More than half expressed hesitancy toward vaccination, and only 35.25% were inclined to get their children vaccinated in our study sample. In addition, only 16% of the parents believed that the COVID-19 vaccination may cause an alteration in their children's DNA. A similar proportion of parents were aware of the significance of getting their children vaccinated and expressed their willingness to vaccinate their children to prevent the COVID-19 infection. However, a higher odds ratio was observed in females with a higher educational background and those in the healthcare profession. In conclusion, healthcare awareness-supporting programs for educating parents should be designed and implemented. These insights might aid in the development of strategies to eradicate barriers in existing coronavirus vaccination programs and may vaccinate a larger child population to reduce the adverse consequences of the pandemic. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
43. Covid-19 vaccination among migrants in Rome, Italy.
- Author
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Cacciani, Laura, Cesaroni, Giulia, Calandrini, Enrico, Davoli, Marina, and Agabiti, Nera
- Subjects
- *
COVID-19 vaccines , *VACCINE hesitancy , *IMMIGRANTS , *VACCINATION , *MEDICAL communication , *HEALTH literacy , *COMMUNICATION strategies - Abstract
Migrants may be susceptible to vaccine barriers and hesitancy. We evaluated the association between migrant status, as measured by the citizenship from a High Migratory Pressure Country (HMPC), and COVID-19 vaccination uptake in the resident population in Rome, Italy. We also investigated sex differences. We followed participants for vaccination against COVID-19 in 2021. We calculated crude- and adjusted-vaccination rates and Cox hazard ratios of vaccination for migrants compared to Italians. Among migrants from HMPCs, we estimated HRs for females compared to males, stratifying by geographical area of origin. Models were adjusted for age and deprivation index and stratified by infection history. In 2021, among 1,731,832 18–64-year-olds, migrants were 55% less likely to uptake at least one COVID-19 vaccine dose than their Italian counterpart. Past SARS-CoV-2 infection reduced the difference between migrants and Italians to 27%. Among migrants from HMPCs, we observed a slight excess of vaccination uptake among females compared to males. Focusing on geographical areas, we observed that only females from central-western Asia were 9% less likely to uptake vaccination than males. Health communication strategies oriented to migrants and considering their different languages, cultures, and health literacy should be adopted for prevention before emergencies. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
44. Psychological profiles of anti-vaccination argument endorsement.
- Author
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Holford, Dawn L., Fasce, Angelo, Costello, Thomas H., and Lewandowsky, Stephan
- Subjects
- *
ANTI-vaccination movement , *VACCINE hesitancy , *ARGUMENT , *INDIVIDUAL differences , *ATTITUDE (Psychology) - Abstract
The proliferation of anti-vaccination arguments online can threaten immunisation programmes, including those targeting COVID-19. To effectively refute misinformed views about vaccination, communicators need to go beyond providing correct information and debunking of misconceptions, and must consider the underlying motivations of people who hold contrarian views. Drawing on a taxonomy of anti-vaccination arguments that identified 11 "attitude roots"—i.e., psychological attributes—that motivate an individual's vaccine-hesitant attitude, we assessed whether these attitude roots were identifiable in argument endorsements and responses to psychological construct measures corresponding to the presumed attitude roots. In two UK samples (total n = 1250), we found that participants exhibited monological belief patterns in their highly correlated endorsements of anti-vaccination arguments drawn from different attitude roots, and that psychological constructs representing the attitude roots significantly predicted argument endorsement strength and vaccine hesitancy. We identified four different latent anti-vaccination profiles amongst our participants' responses. We conclude that endorsement of anti-vaccination arguments meaningfully dovetails with attitude roots clustering around anti-scientific beliefs and partisan ideologies, but that the balance between those attitudes differs considerably between people. Communicators must be aware of those individual differences. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
45. Assessment of adverse events among healthcare workers following the Janssen COVID-19 vaccine in Tigray, Ethiopia.
- Author
-
Abera, Bisrat Tesfay, Teka, Hale, Berhe, Ephrem, Gebru, Marta Abrha, Zenebe, Dawit, Abraha, Hiluf Ebuy, and Hailu, Abraha
- Subjects
COVID-19 vaccines ,MEDICAL personnel ,VACCINATION complications ,VACCINE hesitancy ,ANAPHYLAXIS ,PLATELET-rich plasma - Abstract
Apart from the inequality in vaccination, war zones and areas where communication is disrupted are affected by myths and misconceptions about COVID-19 vaccines, heightening vaccine hesitancy. Local data on adverse events of the vaccines and their mildness can increase confidence and acceptance of the vaccines in the respective population. In areas of conflict and communication blackouts, the perception of the vaccines by health workers is of paramount importance as public health recommendations may not reach the public. Therefore, the scientific evaluation of adverse events following COVID-19 vaccination in such areas is invaluable. This cross-sectional, facility-based study was conducted using a structured, interviewer-administered questionnaire to assess the adverse events experienced by healthcare workers who received the Janssen COVID-19 vaccine. The sample was divided proportionally to the number of vaccinated healthcare workers for the different healthcare professions, and participants were then randomly selected from each profession. Prior to data collection, a pilot test was conducted with 5% of the sample size outside the selected hospital. The study was conducted using a structured questionnaire completed by an interviewer to assess adverse events in 442 healthcare workers who had received the Janssen COVID-19 vaccine between July 11 and 25, 2022. The study period was from August 15 to September 15, 2022. A significant number of healthcare workers [366 (83.3%); 95% CI 79.5%, 86.5%] experienced at least one adverse event. Nearly 90% of participants reported that the adverse events were mild to moderate. Pain at the injection site [307 (69.5%); 95% CI 65.0%, 73.6%] and headache [247 (55.9%); 95% CI 51.2%, 60.4%] were the most common local and systemic adverse events, respectively. Two HCWs experienced anaphylactic reaction. Younger age was significantly associated with the occurrence of adverse events. We deciphered that the adverse events reported by the study participants were not different from the typically occurring vaccine-related adverse reactions, and therefore concluded that post-vaccination reactions in healthcare workers were minor. Although vaccination in Tigray is currently stalled due to the siege, responsible stakeholders should develop a mechanism to track population-wide adverse events once the vaccines start to rollout. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
46. The individual and ecological characteristics of parental COVID-19 vaccination decisions
- Author
-
Lukas Hörnig, Sandra Schaffner, and Hendrik Schmitz
- Subjects
COVID-19 vaccination ,Vaccine hesitancy ,Parents ,Children ,Adolescents ,Medicine ,Science - Abstract
Abstract Vaccination is a highly effective method to prevent the spread of COVID-19 and mitigate severe disease. In Germany, adult vaccination rates are relatively high at 85.5%, but rates are significantly lower for adolescents (69.6%) and children (20.0%). This discrepancy indicates that not all vaccinated parents choose to vaccinate their children. Analyzing data from a January 2022 online survey of 1,819 parents with children and adolescents, we explore the socio-economic factors influencing parents’ willingness to vaccinate themselves and their children. Our results show that individuals who vote for either side of the political extremes are less likely to vaccinate their children. This pattern is particularly strong for voters on the far right. In addition, we find that better educated parents are more likely to vaccinate both themselves and their children. Parents who vaccinate both themselves and their children demonstrate greater confidence in the vaccine’s effectiveness, while those who vaccinate only themselves are often motivated by a desire to regain personal freedoms. These insights highlight the need for targeted public health strategies to address specific concerns and improve vaccination rates among children and adolescents.
- Published
- 2024
- Full Text
- View/download PDF
47. Vaccination homophily in ego contact networks during the COVID-19 pandemic
- Author
-
Ádám Stefkovics, Fruzsina Albert, Anna Sára Ligeti, Beáta Dávid, Szilvia Rudas, and Júlia Koltai
- Subjects
Ego networks ,Contact diary ,Homophily ,Vaccine hesitancy ,COVID-19 ,Medicine ,Science - Abstract
Abstract Vaccine hesitancy is an inevitable risk for societies as it contributes to outbreaks of diseases. Prior research suggests that vaccination decisions of individuals tend to spread within social networks, resulting in a tendency to vaccination homophily. The clustering of individuals resistant to vaccination can substantially make the threshold necessary to achieve herd immunity harder to reach. In this study, we examined the extent of vaccination homophily among social contacts and its association with vaccine uptake during the COVID-19 pandemic in Hungary using a contact diary approach in two cross-sectional surveys. The results indicate strong clustering among both vaccinated and unvaccinated groups. The most powerful predictor of vaccine uptake was the perceived vaccination rate within the egos’ social contact network. Vaccination homophily and the role of the interpersonal contact network in vaccine uptake were particularly pronounced in the networks of close relationships, including family, kinship, and strong social ties of the ego. Our findings have important implications for understanding COVID-19 spread dynamics by showing that the strong clustering of unvaccinated individuals posed a great risk in preventing the spread of the disease.
- Published
- 2024
- Full Text
- View/download PDF
48. The impact of toxic trolling comments on anti-vaccine YouTube videos
- Author
-
Kunihiro Miyazaki, Takayuki Uchiba, Haewoon Kwak, Jisun An, and Kazutoshi Sasahara
- Subjects
Toxic comment ,Fearful comment ,YouTube videos ,Vaccine hesitancy ,Emotional contagion ,Medicine ,Science - Abstract
Abstract Anti-vaccine trolling on video-hosting websites hinders efforts to increase vaccination rates by using toxic language and threatening claims to intimidate people and promote vaccine hesitancy. However, there is a shortage of research investigating the effects of toxic messages on these platforms. This study focused on YouTube anti-vaccine videos and examined the relationship between toxicity and fear in the comment section of these videos. We discovered that highly liked toxic comments were associated with a significant level of fear in subsequent comments. Moreover, we found complex patterns of contagion between toxicity and fear in the comments. These findings suggest that initial troll comments can evoke negative emotions in viewers, potentially fueling vaccine hesitancy. Our research bears essential implications for managing public health messaging and online communities, particularly in moderating fear-mongering messages about vaccines on social media.
- Published
- 2024
- Full Text
- View/download PDF
49. Promote to protect: data-driven computational model of peer influence for vaccine perception.
- Author
-
Ghosh, Sayantari, Bhattacharya, Saumik, Mukherjee, Shagata, and Chakravarty, Sujoy
- Subjects
PEER pressure ,NATURAL language processing ,SOCIAL influence ,VACCINE hesitancy ,VACCINE development ,ANTIVIRUS software - Abstract
Vaccine hesitancy and acceptance, driven by social influence, is usually explored by most researchers using exhaustive survey-based studies, which investigate public preferences, fundamental values, beliefs, barriers, and drivers through closed or open-ended questionnaires. Commonly used simple statistical tools do not do justice to the richness of this data. Considering the gradual development of vaccine acceptance in a society driven by multiple local/global factors as a compartmental contagion process, we propose a novel methodology where drivers and barriers of these dynamics are detected from survey participants' responses, instead of heuristic arguments. Applying rigorous natural language processing analysis to the survey responses of participants from India, who are from various socio-demographics, education, and perceptions, we identify and categorize the most important factors as well as interactions among people of different perspectives on COVID-19 vaccines. With a goal to achieve improvement in vaccine perception, we also analyze the resultant behavioral transitions through platforms of unsupervised machine learning and natural language processing to derive a compartmental contagion model from the data. Analysis of the model shows that positive peer influence plays a very important role and causes a bifurcation in the system that reflects threshold-sensitive dynamics. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
50. Using the integrative model of behavioural prediction to understand COVID-19 vaccine hesitancy behaviour
- Author
-
John Romate, Eslavath Rajkumar, and Rajgopal Greeshma
- Subjects
Vaccines ,Multidisciplinary ,COVID-19 Vaccines ,SARS-CoV-2 ,Vaccination ,Urinary Bladder Diseases ,COVID-19 ,Humans ,Vaccination Hesitancy - Abstract
The officials realized that the vaccination drive alone would not be sufficient, but the individual's response towards getting vaccinated needs to be assessed and addressed, especially in India, where the diverse culture could widely affect the population's vaccination behaviour. The study aimed to identify the predictors of vaccine hesitancy behaviour using the health belief model and theory of planned behaviour and understand mediating and moderating influence of knowledge and social support on the relationship between the predictors and vaccine hesitancy behaviours among the Indian population. Data was collected from 1006 samples. Regression analysis was performed to assess the variances exerted on vaccine hesitancy behaviours. Also, SEM AMOS was employed to examine the mediation and moderation effects of knowledge about vaccines and social support. The findings indicated that around 11% of the respondents were hesitant to get vaccinated. The combined models of HBM and TPB provide high predictive power. The analysis also revealed that knowledge about vaccine significantly mediates partially between a few constructs of HBM and TPB concerning hesitancy. This study provides the theoretical framework and suggests that the health belief model and the theory of planned behaviour model could explain the psychological influences of vaccine hesitancy in India.
- Published
- 2021
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