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Lupton D, Whitten T, Tay AK, Beek K, Green M, Hassoun F, Moussa B, Silove D, Rees S. Mental health and psychosocial factors predicting concerns about the COVID-19 vaccine among refugee background and Australian-born women. Vaccine 2025; 58:127251. [PMID: 40394778 DOI: 10.1016/j.vaccine.2025.127251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 05/08/2025] [Accepted: 05/08/2025] [Indexed: 05/22/2025]
Abstract
BACKGROUND Hesitancy about the COVID-19 vaccine in high-income countries can be caused by diverse psychological and social factors. Few studies on vaccine concerns have examined the interplay of the effects of mental disorders, social and economic factors, gender and refugee status. To investigate these issues, this article reports findings from the 2023 wave of a longitudinal study involving 709 women who are mothers of young children in Australia, both refugees and Australian-born. METHODS Respondents were asked if they had any worries or fears about receiving the COVID-19 vaccine. In previous waves they completed standardized assessments of mental health and sociodemographic factors. An open-ended question provided insights into the reasons for self-reported vaccine concerns. Descriptive statistics and binary logistic regression analyses were conducted, and demographic adjusted logistic regression undertaken separately for Australian-born and refugee women. Formal comparisons of effect sizes between Australian-born and refugee women were performed, with Cohen's d quantifying the magnitude of these differences. Qualitative responses were coded by topic and ranked by frequency. FINDINGS More than half of the respondents reported worries about receiving a COVID-19 vaccine. Concerns were significantly higher for younger age women, those with a lower educational level and those with a history of mood disorder, panic disorder or separation anxiety disorder. Vaccine hesitancy was associated with poorer quality of life, living difficulties and disability among refugee women only. Separation anxiety disorder and a younger age were associated with an increased odds among Australian-born women only. The newness of the vaccine and concern about side effects were the greatest concerns among respondents who reported hesitancy. CONCLUSIONS Young mothers with mental health problems and lower education need to be sensitively targeted to improve COVID-19 vaccine uptake. Mental health and public health professionals need to be aware of differences reported for women from refugee background. Improved quality of life and economic status will increase vaccine uptake among socioeconomically challenged communities.
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Affiliation(s)
- Deborah Lupton
- Centre for Social Research in Health and the Social Policy Research Centre, UNSW, Australia
| | - Tyson Whitten
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia
| | - Alvin Kuowei Tay
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia
| | - Kristen Beek
- School of Population Health, Faculty of Medicine and Health, UNSW, Australia
| | - Melissa Green
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia
| | - Fatima Hassoun
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia
| | - Batool Moussa
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia
| | - Derrick Silove
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia
| | - Susan Rees
- Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, UNSW, Australia.
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2
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Zaid SNA, Abdul Kadir A, Norhayati MN, Ahmad B, Yusoff MSB, Ramli AS, Liew JSY. Development and validation of COVID-19 vaccination perception (CoVaP) instrument among healthcare workers in Malaysia. PeerJ 2025; 13:e19318. [PMID: 40292094 PMCID: PMC12032958 DOI: 10.7717/peerj.19318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 03/24/2025] [Indexed: 04/30/2025] Open
Abstract
Background Healthcare workers (HCWs) play an essential role in facilitating coronavirus disease 2019 (COVID-19) vaccination, and their confidence in vaccination is crucial. Nevertheless, valid instruments for assessing the HCWs' perceptions of COVID-19 vaccination were lacking. This study aims to develop and validate the COVID-19 Vaccination Perceptions (CoVaP) instrument among HCWs in Malaysia. Methods A literature review and discussion with research teams were conducted to identify the content to be considered. The instrument was developed in Malay language and underwent back-to-back translations to the English version. The initial CoVaP instrument was unidimensional with 12 items. The Malay and English versions underwent a content validation process by seven expert panels. However, only the Malay version underwent face and construct validation. Face validity was assessed using 30 HCWs. The construct validation was conducted in a two-step process using data from two cross-sectional study samples, including 125 and 300 HCWs for exploratory factor analysis (EFA) and confirmatory factor analysis (CFA), respectively. It was a self-administered questionnaire, and the data were collected using both face-to-face and online platforms. The data were analysed using Analysis of Moment Structure version 28.0 and Statistical Packages for the Social Sciences version 26. Results The analysis showed excellent content (item content validity index (I-CVI) = 0.83 to 1.0, average content validity index (S-CVI/Ave) = 0.97) and face (item face validity index (I-FVI) = 0.87 to 1.0, average face validity index (S-FVI/Ave) = 1.02) validity. The EFA analysis revealed seven items with two domains. Subsequent analysis using CFA demonstrated a two-factor model of seven items with an acceptable level of goodness of fit indexes (comparative fit index = 0.999, Tucker-Lewis index = 0.999, incremental fit index = 0.987, chi-squared/degree of freedom = 1.039, and root mean square error of approximation = 0.011). Finally, the Cronbach's alpha was satisfactory for both domains (0.899 and 0.815). Conclusion The CoVaP instrument is a valid and reliable tool for measuring perceptions of COVID-19 vaccination among HCWs. The high validity and reliability of the CoVaP instrument underscore its utility in capturing the unique cultural and contextual factors influencing vaccine perceptions among Malaysian HCWs. Understanding these factors is essential for designing effective public health interventions to address vaccine hesitancy and improve vaccination rates.
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Affiliation(s)
- Siti Nur Aisyah Zaid
- School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
- Hospital Pakar Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Azidah Abdul Kadir
- School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
- Hospital Pakar Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Mohd Noor Norhayati
- School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
- Hospital Pakar Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Basaruddin Ahmad
- Hospital Pakar Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
- School of Dental Sciences, Universiti Sains Malaysia, Kota Bharu, Kubang Kerian, Malaysia
| | | | - Anis Safura Ramli
- Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh, Selangor, Malaysia
| | - Jasy Suet Yan Liew
- School of Computer Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia
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Troisi C. Measles is Just a Harbinger. Dela J Public Health 2025; 11:50-52. [PMID: 40331179 PMCID: PMC12051897 DOI: 10.32481/djph.2025.04.08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2025] Open
Affiliation(s)
- Catherine Troisi
- Professor, Management, Policy, and Community Health and Epidemiology, UTHealth Houston School of Public Health
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Howard MC. Vaccine hesitancy as indecision: Creation and evaluation of the Unidimensional Vaccine Hesitancy Scale. Br J Health Psychol 2025; 30:e12753. [PMID: 39327232 DOI: 10.1111/bjhp.12753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/02/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Several authors have argued that vaccine hesitancy should be conceptualized as indecision in the vaccination decision-making process, but no established measure with support for its psychometric properties and validity has been created from this operational definition. AIMS To resolve this tension, this article undergoes a four-study scale development process to create the 4-item Unidimensional Vaccine Hesitancy Scale (UVHS). MATERIALS AND METHODS We conduct four survey studies utilizing a total sample size of 884. RESULTS In Studies 1 (n = 297) and 2 (n = 298), we provide psychometric support for the measure via exploratory and confirmatory factor analysis. In Studies 3 (n = 193) and 4 (n = 106), we support the concurrent and discriminant validity of the measure by assessing its relations with relevant constructs, such as vaccination readiness and acceptance, and we also provide initial indicators of the scale's possible predictive qualities by testing its time-separated effects with vaccination willingness, receipt and word-of-mouth. DISCUSSION We leverage these results to provide a number of theoretical insights and suggestions for future practice. Of note, we highlight that different conceptualizations and operationalizations for the same construct can produce notably differing empirical findings, and vaccine hesitancy is no different. CONCLUSION Our cumulative efforts indicate that the UVHS is an appropriate measure to assess vaccine hesitancy as indecision.
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Affiliation(s)
- Matt C Howard
- The University of South Alabama, Mitchell College of Business, Mobile, Alabama, USA
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5
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Benkaddour NEH, Ramdani S, Khalil H, Lekfif A, Abda N, Oneib B, Bentata Y. Exploring healthcare workers' immunisation behaviour towards COVID-19 vaccines through psychological patterns. Afr J Prim Health Care Fam Med 2025; 17:e1-e11. [PMID: 39935121 PMCID: PMC11830875 DOI: 10.4102/phcfm.v17i1.4710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 10/16/2024] [Accepted: 10/17/2024] [Indexed: 02/13/2025] Open
Abstract
BACKGROUND The psychological approach can provide valuable insights into vaccination behaviour, especially in high-risk contexts. It offers new perspectives for effective interventions to improve vaccination behaviour. AIM To investigate key factors influencing stress related to vaccination in emergency situations among healthcare professionals. SETTING Eastern region of Morocco. METHODS We conducted a descriptive and analytical cross-sectional study involving 221 healthcare professionals in the Eastern region of Morocco. A snowball sampling method was used to select the participants who were administered a questionnaire. Logistic regression analysis was performed with p 0.05 being the level of statistical significance. RESULTS The participants had a median age of 25.5 years (30-34.5) and were predominantly females (68.3%). Vaccination coverage stood at 84.6%, with a positive perception of 77.8%. The analysis of the Perceived Stress Scale (PSS) revealed that 51.6% (n = 114) of healthcare professionals experienced stress towards vaccination. Females were almost two times more susceptible to experiencing vaccination stress (p = 0.03). Furthermore, the analysis showed that vaccination profile (p = 0.02), accepting the vaccine for any reason other than its accessibility (p = 0.03) and having a previous coronavirus disease 2019 infection (p = 0.03), were significantly associated with stress. In contrast, healthcare professionals based at the university hospital had a significantly lower stress level (p = 0.01). CONCLUSION Moroccan healthcare professionals exhibited high vaccine acceptance and positive perceptions, particularly among vaccinated individuals despite notable stress around immunisation.Contribution: These insights can guide governments and policymakers in developing strategies to enhance healthcare workers' awareness and understanding of vaccination.
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Affiliation(s)
- Nour El Houda Benkaddour
- Laboratory of Epidemiology, Clinical Research and Public Health, Faculty of Medicine and Pharmacy, Mohammed First University of Oujda, Oujda.
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McDougal L, Deignan C, Kisaakye P, McLarnon C, Lundgren R, Pryor S, Fabic MS. Using the 5C Vaccine Hesitancy Framework to Elucidate and Measure Contraceptive Acceptability in sub-Saharan Africa. GLOBAL HEALTH, SCIENCE AND PRACTICE 2024; 12:e2400210. [PMID: 39586642 PMCID: PMC11666076 DOI: 10.9745/ghsp-d-24-00210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 10/28/2024] [Indexed: 11/27/2024]
Abstract
We draw lessons from immunization research by assessing the applicability of the 5C framework of vaccine hesitancy to contraceptive acceptability in sub-Saharan Africa.
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Affiliation(s)
- Lotus McDougal
- Center on Gender Equity and Health, University of California San Diego, La Jolla, CA, USA.
| | | | | | - Courtney McLarnon
- Center on Gender Equity and Health, University of California San Diego, La Jolla, CA, USA
| | - Rebecka Lundgren
- Center on Gender Equity and Health, University of California San Diego, La Jolla, CA, USA
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Sanders C, Burnett K, Ray L, Ulanova M, Halperin DM, Halperin SA, on behalf of the Canadian Immunization Research Network. An exploration of the role of trust and rapport in enhancing vaccine uptake among Anishinaabe in rural northern Ontario. PLoS One 2024; 19:e0308876. [PMID: 39636924 PMCID: PMC11620442 DOI: 10.1371/journal.pone.0308876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 07/29/2024] [Indexed: 12/07/2024] Open
Abstract
This article examines the complicated terrain of immunization acceptance and access among Indigenous peoples in northern Ontario by drawing on conversations held prior to 2019 that explored knowledge about Haemophilus influenzae type a (Hia) infection specifically and attitudes toward vaccines more broadly. In the decade preceding COVID-19, Hia emerged as a leading cause of morbidity and mortality in Indigenous communities in northern Canada. Before developing new vaccines, it is imperative to hold conversations with the communities most affected and to learn more about Indigenous peoples' perceptions of and knowledge about vaccines, both generally and Hia specifically. We conducted focus groups and one-on-one conversations with Anishinaabe Peoples in northwestern Ontario. Our findings illustrate that decisions to vaccinate are informed by a host of social, institutional, and ideological factors and historical and contemporary relationships with government institutions and health practitioners. In particular, Indigenous community members perceived their relationships with social and health services and education institutions as coercive. Thus, public health approaches cannot continue to operate in ways that prioritize interventions for Indigenous peoples and communities so that they "do the right thing." More emphasis is needed on health service and social service provider knowledge, skills, attitudes and practices-redirecting the onus onto those within the health care system. Solutions must respect Indigenous nationhood and the right of self-determination. Finally, we suggest the term vaccine hesitancy may not entirely capture the breadth of experiences that many Indigenous Peoples and communities have and continue to have within the health care system in Canada.
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Affiliation(s)
- Chris Sanders
- Department of Sociology, Lakehead University, Thunder Bay, Ontario, Canada
| | - Kristin Burnett
- Department of Indigenous Learning, Lakehead University, Thunder Bay, Ontario, Canada
| | - Lana Ray
- School of Nursing, Lakehead University, Thunder Bay, Ontario, Canada
| | | | - Donna M. Halperin
- Elizabeth & Thomas Rankin School of Nursing, St. Francis Xavier University, Antigonish, Nova Scotia, Canada
| | - Scott A. Halperin
- Division of Infectious Diseases, IWK Health Centre, Dalhousie University, Halifax, Nova Scotia, Canada
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Duradoni M, Tosti AE, Colombini G, Masti F, Licata AL, Zanobini P, Materassi L, Guazzini A. Promoters and Barriers of Vaccine Hesitancy. Psychol Rep 2024:332941241302266. [PMID: 39587437 DOI: 10.1177/00332941241302266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2024]
Abstract
This systematic review explores the psychological antecedents of Vaccine Hesitancy, a significant determinant of vaccination behavior. Following PRISMA guidelines, an extensive search was conducted starting from 1673 papers and resulting in 48 publications from various databases. The review identifies psychological factors, specifically cognitive, personality, experiential, and social factors contributing to hesitancy. Cognitive factors include health literacy, conspiracy beliefs, trust, and perceived risk. Personality traits such as extraversion, openness, and psychological capital impact hesitancy, while psychopathy increases it. Personal experiences, like perceived stress and racial discrimination, indirectly affect hesitancy. Social factors, including social relationships and norms, play a significant role in reducing hesitancy. Tailored interventions addressing these factors can enhance vaccine acceptance.
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Affiliation(s)
- Mirko Duradoni
- Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, Firenze, Italy
| | - Anna Enrica Tosti
- Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, Firenze, Italy
| | - Giulia Colombini
- Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, Firenze, Italy
| | - Federica Masti
- Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, Firenze, Italy
| | - Alessio Luciano Licata
- Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, Firenze, Italy
| | - Patrizio Zanobini
- Department of Health Sciences, University of Florence, Florence, Italy
| | - Letizia Materassi
- Department of Social and Political Sciences, University of Florence, Firenze, Italy
| | - Andrea Guazzini
- Department of Education, Literatures, Intercultural Studies, Languages and Psychology, University of Florence, Firenze, Italy
- Centre for the Study of Complex Dynamics, University of Florence, Firenze, Italy
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9
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Bahreini R, Sardareh M, Arab-Zozani M. A scoping review of COVID-19 vaccine hesitancy: refusal rate, associated factors, and strategies to reduce. Front Public Health 2024; 12:1382849. [PMID: 39473604 PMCID: PMC11518786 DOI: 10.3389/fpubh.2024.1382849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 09/17/2024] [Indexed: 11/15/2024] Open
Abstract
Objective This study aimed to investigate the evidence regarding vaccine hesitancy including refusal rate, associated factors, and potential strategies to reduce it. Methods This is a scoping review. Three main databases such as PubMed, Scopus, and Web of Science were searched from 1 January 2020 to 1 January 2023. All original studies in the English language that investigated one of our domains (vaccine hesitancy rate, factors associated with vaccine hesitancy, and the ways/interventions to overcome or decrease vaccine hesitancy) among the general population were included in this study. The data were charted using tables and figures. In addition, a content analysis was conducted using the 3C model of vaccine hesitancy (Confidence, Complacency, and Convenience) that was previously introduced by the WHO. Results Finally, 184 studies were included in this review. Of these, 165, 181, and 124 studies reported the vaccine hesitancy rate, associated factors, and interventions to reduce or overcome vaccine hesitancy, respectively. Factors affecting the hesitancy rate were categorized into 4 themes and 18 sub-themes (contextual factors, confidence barriers, complacency barriers, and convenience barriers). Conclusion Vaccine hesitancy (VH) rate and the factors affecting it are different according to different populations, contexts, and data collection tools that need to be investigated in specific populations and contexts. The need to conduct studies at the national and international levels regarding the reasons for vaccine refusal, the factors affecting it, and ways to deal with it still remains. Designing a comprehensive tool will facilitate comparisons between different populations and different locations.
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Affiliation(s)
- Rona Bahreini
- Iranian Center of Excellence in Health Management (IceHM), Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mehran Sardareh
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Morteza Arab-Zozani
- Social Determinants of Health Research Center, Birjand University of Medical Sciences, Birjand, Iran
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10
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Liao Y, Mohd Hairon S, Yaacob NM, Luo L, Tengku Ismail TA. A Comprehensive Model for Understanding Breast Cancer Screening Hesitancy: Integrating the Health Belief Model and the Confidence, Convenience, Complacency, Constraints, and Risk and Responsibility Calculations (5C) Model. Cureus 2024; 16:e71583. [PMID: 39553070 PMCID: PMC11565091 DOI: 10.7759/cureus.71583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2024] [Indexed: 11/19/2024] Open
Abstract
Breast cancer screening (BCS) is a critical preventive measure that can significantly reduce mortality rates. Despite its importance, screening hesitancy remains a global issue. This paper showcases the combination of the Health Belief Model (HBM) and the 5C Model and how it provides a more holistic understanding of BCS hesitancy. The first model, HBM, is a well-regarded tool that collects data based on individual beliefs such as perceived susceptibility, severity, benefits, barriers, cues to action, and self-efficacy. The second model, the 5C Model, stands for confidence, convenience, complacency, constraints, and risk and responsibility calculations. This model adds a layer of environmental considerations that HBM lacks. By combining these models, we can identify the key psychological, social, and structural barriers that contribute to BCS hesitancy. Furthermore, analysis of the literature suggests that enhancing trust in healthcare systems, increasing accessibility and affordability of screening, addressing cultural and social stigmas, and promoting a sense of collective responsibility can significantly improve screening participation rates, which are reflected in the models.
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Affiliation(s)
- Yang Liao
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, MYS
| | - Suhaily Mohd Hairon
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, MYS
| | - Najib Majdi Yaacob
- Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, MYS
| | - Li Luo
- Department of Oncology, Guihang Guiyang Hospital, Guiyang, CHN
| | - Tengku Alina Tengku Ismail
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, MYS
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Nwachukwu G, Rihan A, Nwachukwu E, Uduma N, Elliott KS, Tiruneh YM. Understanding COVID-19 Vaccine Hesitancy in the United States: A Systematic Review. Vaccines (Basel) 2024; 12:747. [PMID: 39066385 PMCID: PMC11281578 DOI: 10.3390/vaccines12070747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 06/21/2024] [Accepted: 06/28/2024] [Indexed: 07/28/2024] Open
Abstract
The COVID-19 pandemic has presented the importance of vaccination as a pivotal strategy for controlling its spread. However, vaccine hesitancy poses a significant barrier to achieving widespread immunization in the United States. This systematic review utilizes the 5C model to examine the factors contributing to hesitancy, which include confidence in vaccines, complacency about disease risk, calculations of individual benefit, convenience of vaccination, and collective responsibility for the protection of others. METHODS We conducted a comprehensive search across several relevant databases and the gray literature, identifying 544 studies that used quantitative and qualitative methods to explore COVID-19 vaccine hesitancy in the general U.S. POPULATION RESULTS This review identifies a complex interplay of factors affecting hesitancy, such as concerns over vaccine safety and efficacy, misinformation and conspiracy theories, demographic variables, and socioeconomic conditions. Key strategies for increasing vaccine uptake include transparent and effective communication along with proactive community engagement. CONCLUSIONS To effectively mitigate vaccine hesitancy, it is crucial to understand its multifaceted causes. Tailored interventions that consider socioeconomic and cultural contexts and prioritize clear communication, community involvement, and specific strategies to address unique concerns can enhance vaccine acceptance.
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Affiliation(s)
- Godspower Nwachukwu
- Department of Public Health, School of Health Professions, University of Texas at Tyler Health Science Center, Tyler, TX 75708, USA;
| | - Alaa Rihan
- Department of Preventive Medicine and Population Health, School of Medicine, University of Texas at Tyler Health Science Center, Tyler, TX 75708, USA;
| | - Esther Nwachukwu
- Department of Biology, University of Texas at Tyler, Tyler, TX 75799, USA; (E.N.); (N.U.)
| | - Ndukwe Uduma
- Department of Biology, University of Texas at Tyler, Tyler, TX 75799, USA; (E.N.); (N.U.)
| | - Kimberly S. Elliott
- Department of Health Policy, Economics and Management, School of Health Professions, University of Texas at Tyler Health Science Center, Tyler, TX 75708, USA;
| | - Yordanos M. Tiruneh
- Department of Preventive Medicine and Population Health, School of Medicine, University of Texas at Tyler Health Science Center, Tyler, TX 75708, USA;
- Department of Internal Medicine, Division of Infectious Diseases, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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Liao Q, Yuan J, Wong IOL, Ni MY, Cowling BJ, Lam WWT. Motivators and Demotivators for COVID-19 Vaccination Based on Co-Occurrence Networks of Verbal Reasons for Vaccination Acceptance and Resistance: Repetitive Cross-Sectional Surveys and Network Analysis. JMIR Public Health Surveill 2024; 10:e50958. [PMID: 38648099 DOI: 10.2196/50958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/21/2023] [Accepted: 02/27/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Vaccine hesitancy is complex and multifaced. People may accept or reject a vaccine due to multiple and interconnected reasons, with some reasons being more salient in influencing vaccine acceptance or resistance and hence the most important intervention targets for addressing vaccine hesitancy. OBJECTIVE This study was aimed at assessing the connections and relative importance of motivators and demotivators for COVID-19 vaccination in Hong Kong based on co-occurrence networks of verbal reasons for vaccination acceptance and resistance from repetitive cross-sectional surveys. METHODS We conducted a series of random digit dialing telephone surveys to examine COVID-19 vaccine hesitancy among general Hong Kong adults between March 2021 and July 2022. A total of 5559 and 982 participants provided verbal reasons for accepting and resisting (rejecting or hesitating) a COVID-19 vaccine, respectively. The verbal reasons were initially coded to generate categories of motivators and demotivators for COVID-19 vaccination using a bottom-up approach. Then, all the generated codes were mapped onto the 5C model of vaccine hesitancy. On the basis of the identified reasons, we conducted a co-occurrence network analysis to understand how motivating or demotivating reasons were comentioned to shape people's vaccination decisions. Each reason's eigenvector centrality was calculated to quantify their relative importance in the network. Analyses were also stratified by age group. RESULTS The co-occurrence network analysis found that the perception of personal risk to the disease (egicentrality=0.80) and the social responsibility to protect others (egicentrality=0.58) were the most important comentioned reasons that motivate COVID-19 vaccination, while lack of vaccine confidence (egicentrality=0.89) and complacency (perceived low disease risk and low importance of vaccination; egicentrality=0.45) were the most important comentioned reasons that demotivate COVID-19 vaccination. For older people aged ≥65 years, protecting others was a more important motivator (egicentrality=0.57), while the concern about poor health status was a more important demotivator (egicentrality=0.42); for young people aged 18 to 24 years, recovering life normalcy (egicentrality=0.20) and vaccine mandates (egicentrality=0.26) were the more important motivators, while complacency (egicentrality=0.77) was a more important demotivator for COVID-19 vaccination uptake. CONCLUSIONS When disease risk is perceived to be high, promoting social responsibility to protect others is more important for boosting vaccination acceptance. However, when disease risk is perceived to be low and complacency exists, fostering confidence in vaccines to address vaccine hesitancy becomes more important. Interventions for promoting vaccination acceptance and reducing vaccine hesitancy should be tailored by age.
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Affiliation(s)
- Qiuyan Liao
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
| | - Jiehu Yuan
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
| | - Irene Oi Ling Wong
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
- World Health Organization Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
| | - Michael Yuxuan Ni
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
- State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong, Hong Kong, China (Hong Kong)
- Urban Systems Institute, University of Hong Kong, Hong Kong, China (Hong Kong)
| | - Benjamin John Cowling
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
- World Health Organization Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
- Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong, China (Hong Kong)
| | - Wendy Wing Tak Lam
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China (Hong Kong)
- Jockey Club Institute of Cancer Care, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China (Hong Kong)
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McCabe CA, Venkatram C, Yarakala S, Korin M, Boulos A, Oliver K. Assessing COVID-19 Vaccine Hesitancy and Trust in Home Health Workers in New York City: A Pilot Study. J Occup Environ Med 2024; 66:166-173. [PMID: 38037263 DOI: 10.1097/jom.0000000000003019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
OBJECTIVE This study aimed to identify characteristics surrounding COVID-19 vaccine hesitancy and trust in home health workers (HHWs) in New York City. METHODS Data were collected from HHWs through focus group sessions conducted via Zoom. We developed a facilitator guide using the 5C Scale, a validated psychometric tool for assessing vaccine hesitancy. We performed qualitative thematic analysis using a combined inductive and deductive approach. RESULTS Major themes that emerged included the following: conflicting information decreased vaccine confidence; individualized outreach is valued when information gathering; mandates and financial incentives may increase skepticism; low health literacy and conflict in personal relationships are barriers to acceptance; and experiencing a severe infection and fear of exposure at work increase acceptance. CONCLUSIONS Based on our study, personalized yet consistent messaging may be key to reaching hesitant HHWs.
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Chitaree W, Buawangpong N, Yotruangsri T, Jiraporncharoen W, Pinyopornpanish K. Vaccine Hesitancy Affecting Pneumococcal Vaccine Refusal in Older Adults with Morbidities. J Prim Care Community Health 2024; 15:21501319241303568. [PMID: 39610088 PMCID: PMC11605742 DOI: 10.1177/21501319241303568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 11/07/2024] [Accepted: 11/12/2024] [Indexed: 11/30/2024] Open
Abstract
INTRODUCTION Pneumonia is a leading cause of mortality worldwide, with Streptococcus pneumoniae being the most common cause. Older adults are particularly at risk. However, vaccination rates in Thailand remain low. OBJECTIVE This study aims to examine the prevalence of vaccine refusal and its association with factors outlined in the 5C model (Confidence, Complacency, Constraints, Calculation, and Collective Responsibility) among older patients with morbidities. SETTING Study was conducted at outpatient clinic of the Department of Family Medicine, Chiang Mai University. METHODS An observational cross-sectional study. The data was collected via a self-administered questionnaire including demographic data, questionnaire in 5C model, and intention to received pneumococcal vaccine. Comparison of characteristic between vaccine refuser and non-refuser was performed by using Chi-square or a T-test. To explore the association between factors in 5C model and vaccine refusal, multiple logistic regression was performed with an adjustment for confounders. RESULTS From a total of 150 participants, the mean age was 69.8 ± 5.6 years old. Most of the patients were female (60.7%). The study found that 18% of the participants refused the pneumococcal vaccine. After adjusted for the confounders, the lower collective responsibility and confidence were significantly associated with vaccine refusal (Odds ratio 0.22 (95% confidence interval [CI] 0.06-0.74, P = .015) and Odds ratio 0.43 (95% CI 0.20-0.89, P = .024), respectively. CONCLUSION Strategies to enhance confidence and address complacency about vaccines are essential for improving pneumococcal vaccination coverage. This insight can be used as a guideline and policies can be formulated which are aimed at reducing pneumococcal vaccine refusal in the older adults by enhancing communication about the benefits, efficacy, and risks of vaccines.
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Affiliation(s)
- Woothikrai Chitaree
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Nida Buawangpong
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Group, Chiang Mai University, Chiang Mai, Thailand
| | - Thanachat Yotruangsri
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Group, Chiang Mai University, Chiang Mai, Thailand
| | - Wichuda Jiraporncharoen
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Group, Chiang Mai University, Chiang Mai, Thailand
| | - Kanokporn Pinyopornpanish
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Group, Chiang Mai University, Chiang Mai, Thailand
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15
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Biswas MR, Shah Z. Extracting factors associated with vaccination from Twitter data and mapping to behavioral models. Hum Vaccin Immunother 2023; 19:2281729. [PMID: 38013461 PMCID: PMC10760324 DOI: 10.1080/21645515.2023.2281729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 11/05/2023] [Indexed: 11/29/2023] Open
Abstract
Social media platform, particularly Twitter, is a rich data source that allows monitoring of public opinions and attitudes toward vaccines.Established behavioral models like the 5C psychological antecedents model and the Health Belief Model (HBM) provide a well-structured framework for analyzing shifts in vaccine-related behavior. This study examines if the extracted data from Twitter contains valuable insights regarding public attitudes toward vaccines and can be mapped to two behavioral models. This study focuses on the Arab population, and a search was carried out on Twitter using: ' تلقيحي OR تطعيم OR تطعيمات OR لقاح OR لقاحات' for two years from January 2020 to January 2022. Then, BERTopicmodeling was applied, and several topics were extracted. Finally, the topics were manually mapped to the factors of the 5C model and HBM. 1,068,466 unique users posted 3,368,258 vaccine-related tweets in Arabic. Topic modeling generated 25 topics, which were mapped to the 15 factors of the 5C model and HBM. Among the users, 32.87%were male, and 18.06% were female. A significant 55.77% of the users were from the MENA (Middle East and North Africa) region. Twitter users were more inclined to accept vaccines when they trusted vaccine safety and effectiveness, but vaccine hesitancy increased due to conspiracy theories and misinformation. The association of topics with these theoretical frameworks reveals the availability and diversity of Twitter data that can predict behavioral change toward vaccines. It allows the preparation of timely and effective interventions for vaccination programs compared to traditional methods.
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Affiliation(s)
- Md. Rafiul Biswas
- Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Zubair Shah
- Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
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16
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Afsharinia B, Gurtoo A. Role of leadership and incentive-based programs in addressing vaccine hesitancy in India. Vaccine X 2023; 15:100346. [PMID: 37577213 PMCID: PMC10413069 DOI: 10.1016/j.jvacx.2023.100346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 08/15/2023] Open
Abstract
The current study goes beyond the popular 5Cs model of vaccine hesitancy to explore perceived social norms, role of leadership and the role of incentive-based intervention for improving the likelihood of vaccination, in a population-representative sample of adults in India (N = 1129). We investigated differences in socio-demographic status, perceived descriptive norms like vaccine behaviours, beliefs, experience and perceived injunctive norms like community and political leadership within the context of the COVID-19 pandemic are related to vaccination. Further, we examined the role of incentive-based intervention as a potentially salient predictor of adults' vaccine uptake. The study is based on a cross-sectional survey conducted in July-November 2021, which included questions about impacts of pandemic collected by phone call interview from adults' beneficiaries of Government free food schemes, across 11 states in India. The data include 81 % vaccinated and 19 % vaccine hesitant participants, with a higher proportion of business or self-employed (53.1 %) as vaccine hesitant. We performed the t-test to assess the variation between vaccinated and vaccine hesitant adults, and Exploratory Factor Analysis to uncover the underlying dimension of vaccine hesitancy. Subsequently, Binary Logistic Regression model probed the factors associated with likelihood of vaccination uptake. In contrast to the prevailing evidence, results demonstrated community and political leadership has significant negative impact on vaccination (p-value < 0.06, 95 % CI, 0.57-1.01). Incentive-based intervention offer a vital leverage to enhance positive attitude towards vaccination (p-value < 0.05, 95 % CI, 1.01-1.80). The results thus broadly highlight the limited role of political and community leaders in leveraging their influence on vaccination, the role of timely, accurate information, applications of telemedicine as an important tool to provide healthcare and the need for optimal design of incentive-based vaccination programs recommended by trusted sources.
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Affiliation(s)
- Bita Afsharinia
- Senior Research Scholar, Department of Management Studies, Indian Institute of Science, Bangalore 560012, India
| | - Anjula Gurtoo
- Senior Research Scholar, Department of Management Studies, Indian Institute of Science, Bangalore 560012, India
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17
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Widdershoven V, Reijs RP, Eskes A, Verhaegh-Haasnoot A, Hoebe CJPA. Maternal pertussis vaccination behavior: Psychosocial, attitudinal and organizational factors. Vaccine 2023; 41:7469-7475. [PMID: 37951791 DOI: 10.1016/j.vaccine.2023.11.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 11/03/2023] [Accepted: 11/04/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND In December 2019, the maternal pertussis vaccination (MPV) became part of the Dutch National Immunization Program. This study aims to study MPV behavior and associated psychosocial, attitudinal and organizational factors of pertussis vaccination behavior during pregnancy in the Netherlands. METHODS We conducted a cross-sectional survey among pregnant women and recent mothers, up to six months post-partum. The primary outcome measure of this study was MPV behavior. Associations between psychosocial, attitudinal and organizational factors and MPV behavior were assessed using univariate and multivariate binary logistic regression analysis. RESULTS In total 1348 participants filled out the questionnaire, including 1282 (95.1%) MPV acceptors and 66 (4.9%) MPV refusers. The most important factors associated with MPV behavior were: attitude (aOR: 10.19; 95%CI: 4.30-24.16), outcome expectations (aOR: 8.94; 95%CI: 3.60-22.21), omission bias (aOR: 0.11; 95%CI: 0.02-0.59) and physical accessibility (aOR: 7.44; 95%CI: 3.37-16.46). CONCLUSION Pregnant women make their decision about the MPV primarily based on attitudinal and psychosocial factors, such as outcome expectations and attitude. A combination and variation of different messages, about the advantages (effectiveness) and disadvantages (side effects) of maternal vaccination, can be used in reaching pregnant women with a positive and negative attitude about the MPV. In addition, strategies to increase MPV uptake should not only focus on providing information, but also decrease experienced practical barriers, such as poor physical accessibility, in people that are intended to receive the MPV but are not getting vaccinated.
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Affiliation(s)
- Veja Widdershoven
- Department of Social Medicine, Faculty of Health, Medicine and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, PO Box 616, 6200 MD Maastricht, the Netherlands; Department of Sexual Health, Infectious Diseases and Environmental Health, Living Lab Public Health, Public Health Service South Limburg, PO Box 33, 6400 AA Heerlen, the Netherlands.
| | - Rianne P Reijs
- Department of Social Medicine, Faculty of Health, Medicine and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, PO Box 616, 6200 MD Maastricht, the Netherlands; Department of Youth Health Care, Living Lab Public Health, Public Health Service South Limburg, Heerlen, the Netherlands
| | - Annika Eskes
- Department of Youth Health Care, Public Health Service Hollands Noorden, Alkmaar, the Netherlands
| | - Amanja Verhaegh-Haasnoot
- Department of Sexual Health, Infectious Diseases and Environmental Health, Living Lab Public Health, Public Health Service South Limburg, PO Box 33, 6400 AA Heerlen, the Netherlands
| | - Christian J P A Hoebe
- Department of Social Medicine, Faculty of Health, Medicine and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, PO Box 616, 6200 MD Maastricht, the Netherlands; Department of Sexual Health, Infectious Diseases and Environmental Health, Living Lab Public Health, Public Health Service South Limburg, PO Box 33, 6400 AA Heerlen, the Netherlands; Department of Medical Microbiology, Infectious Diseases and Infection Prevention, Care and Public Health Research Institute (CAPHRI), Maastricht University Medical Centre (MUMC+), PO Box 5800, 6202 AZ Maastricht, the Netherlands
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Bui HN, Duong CD, Nguyen VQ, Vu NX, Ha ST, Le TT, Vu TN. Utilizing the theory of planned behavior to predict COVID-19 vaccination intention: A structural equational modeling approach. Heliyon 2023; 9:e17418. [PMID: 37366521 PMCID: PMC10275777 DOI: 10.1016/j.heliyon.2023.e17418] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/09/2023] [Accepted: 06/16/2023] [Indexed: 06/28/2023] Open
Abstract
It is essential to achieve herd immunity in order to control the COVID-19 pandemic, and this requires a high level of vaccination rate. Despite the importance of vaccination, hesitancy and unwillingness in receiving the COVID-19 vaccine still exists. It is therefore crucial to comprehend the intentions of adults regarding COVID-19 vaccination, which is beneficial for establishing community immunity and an efficient future pandemic response. An online survey was administered to 2722 adults in Vietnam. Cronbach's alpha, exploratory factor analysis (EFA), and confirmatory factor analysis (CFA) were used to test the reliability and validity of the developed scales. Then, structural equational modeling (SEM) was employed to test correlations. This study found that favorable attitudes toward COVID-19 vaccines played the most important role in shaping adults' intention to receive these vaccines, followed by perceived behavioral control, perceived benefits of COVID-19 vaccines, and subjective norms. Concurrently, all three core dimensions of the theory of planned behavior mediated the link between the perceived benefits of COVID-19 vaccines and the intention to receive them. Also, there were significant differences between males and females in the way they formed this intention. The findings of this study offer valuable guidance for practitioners on how to encourage adults to receive COVID-19 vaccinations, as well as how to limit the transmission of the COVID-19 virus.
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Affiliation(s)
| | | | - Van Quang Nguyen
- College of Economics, Technology and Fisheries, Viet Nam
- TIMAS - Thang Long University, Hanoi, Viet Nam
| | | | - Son Tung Ha
- National Economics University, Hanoi, Viet Nam
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Zengeni M, Briggs NN. The Prevalence of COVID-19 Vaccine Hesitancy Among the Black Asian Ethnic Minority in New South Wales, Australia. Cureus 2023; 15:e40626. [PMID: 37350977 PMCID: PMC10284598 DOI: 10.7759/cureus.40626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/18/2023] [Indexed: 06/24/2023] Open
Abstract
INTRODUCTION Vaccination provides a cost-effective approach to controlling the COVID-19 pandemic. The success of vaccination depends on global preparedness and acceptance of the new vaccines, and this is threatened by vaccine hesitancy worldwide. This study aimed to measure the prevalence of COVID-19 vaccine hesitancy, attitudes, and contributing factors in the Black Asian Ethnic Minority (BAME) of New South Wales (NSW), Australia. Aim: This study aimed to measure the prevalence of COVID-19 vaccine hesitancy and identify contributing factors leading to vaccine hesitancy in the Black Asian and Ethnic Minority (BAME) in NSW. METHOD A cross-sectional study was conducted among the BAME community in NSW; over 12 weeks, from January 3rd, 2022, to March 28th, 2022. The study used the pre-existing previously known 5Cs model (confidence, constraints, complacency, calculation, and collective responsibility) to assess reasons for hesitancy. The questionnaire was distributed in English using social media platforms: Facebook and WhatsApp. RESULTS The study received 101 respondents over 18 years from all states in Australia from BAME communities, males and females, with different educational levels, employment sectors, marital statuses, co-existing chronic medical conditions, previous COVID-19 infection status, and COVID-19 vaccine received. Of these, 56 respondents were from NSW. Our findings revealed a high prevalence of COVID-19 vaccine hesitancy among the BAME community in NSW, with 72.8% of respondents demonstrating hesitancy/reluctance due to various attitudes identified by the 5Cs model. Despite this high hesitancy, 98.2% of the participants had received at least one to three vaccine doses. CONCLUSION Even in populations with high vaccine uptake, it is still essential to address vaccine hesitancy and provide ongoing education about the importance of vaccination, particularly as new variants of COVID-19 continue to emerge and the need for booster shots may arise. This can help ensure continued protection against the virus and prevent future outbreaks.
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Affiliation(s)
- Mercy Zengeni
- Medicine, Oceania University of Medicine, Brisbane, AUS
| | - Naomi N Briggs
- Emergency Medicine, Sunshine Coast University Hospital, Sunshine Coast, AUS
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