Content analysis and sentiment analysis of pro- and anti-vaccine conversations on YouTube in India: intentions and causes DOI
Vinit Kumar, Gopal Ji, Maya Deori

et al.

Global Knowledge Memory and Communication, Journal Year: 2023, Volume and Issue: unknown

Published: Dec. 19, 2023

Purpose Vaccine hesitancy is a long-standing issue among both the general population and health communicators. This study aims to ascertain inclination reasons for vaccine by conducting content analysis sentiment of perspectives expressed in comments on videos related uploaded from India YouTube. Design/methodology/approach The assessment sentiments vaccine-hesitant done using Valence Aware Dictionary sEntiment Reasoner module implemented with Python’s NLTK library automatically determine comments. Manual was performed 60.09% viewer randomly selected total 238 originated labelled each comment labels “Anti”, “Pro”, “Confused”, “Not Applicable” “Unrelated” labels. Findings found “Mistrust-Government policies”, “Fear-health consequences”, “Mistrust-Scientific research”, “Vaccine effectiveness efficacy” “Misinformation/myths” as top five determinants hesitancy, whereas “Religious beliefs”, “Fear-Economic “Side Effects- short-term” “Fear-mode administration” be lesser cited hesitancy. However, also investigates changes Indian commenters towards revolving issues over time. Social implications Public policymakers communicators may find useful determining factors India. Originality/value originality this lies its approach. To date, no has been conducted released YouTube creators regarding pro- anti-vaccination videos. inquiry seeks fill research gap.

Language: Английский

Google Trends applications for COVID-19 pandemic: A bibliometric analysis DOI Creative Commons
Hao Li, Ning Zhang,

Xingxing Ma

et al.

Digital Health, Journal Year: 2025, Volume and Issue: 11

Published: Jan. 1, 2025

Introduction COVID-19 is one of the most severe global health events in recent years. Google Trends provides a comprehensive analysis search frequency for specific terms on Google, reflecting public's areas interest. As now, there has been no bibliometric study and Trends. Therefore, aim this to perform existing research related COVID-19. Methods We retrieved 467 records from Web Science™ Core Collection, covering period January 1, 2020, December 31, 2023. then conducted scientific metric analyses using CiteSpace, VOSviewer, Bibliometrix package R-software explore temporal spatial distribution, author thematic categories, references, keywords these records. Results A total valid records, comprising 418 articles 49 reviews, were collected analysis. Over 4 years, highest number publications occurred 2021. The United States had published papers, followed by China. Notably, China closest collaborative relationship. Harvard University ranked as institution with papers. However, appeared be lack collaboration between institutions. hotspots encompassed “outbreak,” “epidemic,” “air pollution,” “internet,” “time series,” “public interest.” Conclusion This valuable overview directions which being utilized studying infectious diseases, particularly

Language: Английский

Citations

0

Pandemic or “Plandemic”?: The Mediating Role of Epistemic Justification Strategies in the Relationship Between COVID‐19 Conspiracy Beliefs and COVID‐19 Vaccine Conspiracy Beliefs DOI Creative Commons
Ali Gökalp, Servet Üztemur, Po‐Ching Huang

et al.

Brain and Behavior, Journal Year: 2025, Volume and Issue: 15(1)

Published: Jan. 1, 2025

ABSTRACT Background In today's post‐truth times, where personal feelings and beliefs have become increasingly important, determining what is accurate knowledge has an important skill. This especially during uncertainty crises (e.g., epidemics pandemics) because alternative explanations other than scientific may be disseminated vigorously. Epistemic justification concerns how in way the truth of claims justified criteria for to true and/or a fact. Given this backdrop, present study examined individuals reacted conspiracies crisis (using COVID‐19 pandemic as example). Aim The mediating role epistemic was investigated regarding its relationship between conspiracy vaccine beliefs. Methods A cross‐sectional conducted incorporating multifactorial correlational design. Using convenience sampling, 690 participants (55.7% females, M age = 32.24 years, SD 9.75) from different regions Türkiye completed online survey via Google Forms . Results results demonstrated strong statistically significant correlation theories vaccination theories. effects by authority were Conclusion example, indicated complex relationships justification. indicate importance authorities taking early action provide evidence information public avoid believing false information.

Language: Английский

Citations

0

Kind Enough to Vax? Decoding the Relationship Between Prosociality and COVID-19 Vaccination Intent in American Adults DOI
Zeeshan Noor, Penny L. Moore

Journal of Health and Human Services Administration, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 24, 2025

Vaccination is considered a prosocial behavior, protecting both the individual and society at large. However, many Americans choose to remain unvaccinated for multiple reasons relating mainly religious personal autonomy. To assess readiness COVID-19 vaccination, this quantitative study includes survey of nationally representative sample adults in United States ( n = 992) explore willingness engage vaccination as behavior. This operationalizes behavior using indicators empathic concern, monetary donations, volunteering predictors. Using ordinal logistic regression models, findings indicate that positively associated with intent. Further, show correlated demographics age, income, education level, demonstrating older (over 65), individuals higher incomes, college-educated have intent was found be highest among African-Americans who were twice likely vaccinated, lowest female participants.

Language: Английский

Citations

0

Effect of religious fatalism and concern about new variants on the acceptance of COVID-19 vaccines DOI Creative Commons
Óscar Mamani-Benito,

Rosa Farfán-Solís,

Mariné Huayta-Meza

et al.

Frontiers in Psychiatry, Journal Year: 2023, Volume and Issue: 14

Published: March 2, 2023

To protect public health, it is important that the population be vaccinated against COVID-19; however, certain factors can affect vaccine acceptance.

Language: Английский

Citations

7

Assessing How Risk Communication Surveillance Prompts COVID-19 Vaccine Acceptance Among Internet Users by Applying the Situational Theory of Problem Solving: Cross-Sectional Study DOI Creative Commons
Qiang Jin, Syed Hassan Raza, Muhammad Yousaf

et al.

JMIR Formative Research, Journal Year: 2023, Volume and Issue: 7, P. e43628 - e43628

Published: June 14, 2023

The World Health Organization has recently raised concerns regarding the low number of people fully vaccinated against COVID-19. ratio and emergence renewed infectious variants correspond to worsening public health. Global health managers have highlighted COVID-19 vaccine-related infodemics as a significant risk perception factor hindering mass vaccination campaigns.Given ambiguous digital communication environment that fostered infodemics, resource-limited nations struggle boost willingness encourage vaccinate. Authorities launched some communication-laden interventions in response infodemics. However, value strategies used tackle needs be evaluated. current research using tenets Situational Theory Problem Solving is novel, it explores impending effects strategies. relationship between infodemic-induced vaccine safety actions intensify was examined.This study cross-sectional design vis-à-vis nationally representative web-based survey. We collected data from 1946 internet users across Pakistan. Participants voluntarily participated this after completing consent form reading ethical permissions. Responses were received over 3 months, May 2022 July 2022.The results delineated positively affected perception. This realization pushed engage risky communicative through reliance on searches for accurate information. Therefore, prospect managing information exposure (eg, interventions) situational context could predict robust COVID-19.These pioneering offer strategic considerations authorities effectively manage descending spiral optimal protection concludes likelihood relevant improve one's knowledge forfending selection, which can lead Hence, more situation-specific about underlying problem (ie, selection an appropriate vaccine) made accessible several official sources achieve active response.

Language: Английский

Citations

5

Género, infodemia y desinformación en salud. Revisión de alcance global, vacíos de conocimiento y recomendaciones DOI
Daniela Moyano, María Silveria Agulló Tomás, Vanessa Zorrilla-Muñoz

et al.

Global Health Promotion, Journal Year: 2024, Volume and Issue: 31(2), P. 70 - 79

Published: Jan. 5, 2024

Objetivo: explorar el estado de la literatura científica sobre los aspectos infodemia y desinformación en salud vinculados al género a interseccionalidad, detectar vacíos conocimiento brindar recomendaciones. Métodos: revisión alcance global, con detección Se buscó ocho bases datos: MEDLINE (Pubmed), Anthropological Index Online, Studies on Women & Gender Abstracts, LILACS, Scielo, Global Medicus, Web of Science, Google académico se hizo una búsqueda manual documentos últimos 10 años, sin restricciones idioma geográficas. realizó un análisis contenido estudios incluidos. Resultados: 855 registros fueron identificados 21 cumplieron criterios inclusión. Predominan que tuvieron como primer autor/a mujer (13/21), aunque autoría global destacaron hombres (10/21). El modelo binario fue enfoque principal (16/21). La mayoría (18/21) publicaron partir del 2020. abordaron principalmente temas relacionados COVID-19 sexual reproductiva (antes pandemia), menor medida mental. identificaron interacciones entre diferencias sexo/género desinformación/infodemia especialmente mujeres, colectivos diverso, personas mayores población bajo nivel socioeducativo. Conclusiones: existen brechas tema explorado, escaso número estudios, limitaciones alcances y/o feminista (más allá binario). No obstante, resultados tentativos constatan presencia inequidades e interseccionalidad salud. Palabras clave: infodemia, desinformación, género, COVID-19, sistemática

Citations

1

Understanding the “Infodemic” Threat: A Case Study of the COVID-19 Pandemic DOI Creative Commons
A Andrew

Korean Journal of Family Medicine, Journal Year: 2024, Volume and Issue: 45(4), P. 183 - 188

Published: May 9, 2024

The coronavirus disease 2019 (COVID-19) pandemic is notable among infectious diseases for its distinctive impact, which has halted millions of livelihoods owing to strict social distancing rules and lockdowns. Consequently, individuals have turned online sources, particularly media, remain informed about the virus. transition digital sources resulted in an abundance information, including both accurate misleading or false content being shared consumed on platforms, contributing what commonly referred as “infodemic.” Although these platforms been valuable tools healthcare professionals public health authorities disseminating crucial messages, they also aided spread information. widespread dissemination information instrumental propagating harmful beliefs behaviors such vaccine hesitancy, promoting discriminatory attitudes, endorsing efficacy certain therapeutic products treating COVID-19. False undoubtedly become a challenge burden governments, professionals, general population. This review three main objectives: (1) assess scope “infodemic” issue, investigating factors online; (2) examine multifaceted consequences resulting from information; (3) argue that interdisciplinary, multi-layered approach, encompassing focus prevention, deterrence, education, should be adopted prevent conception this modern age.

Language: Английский

Citations

1

The Views of the Citizens Regarding COVID-19 Vaccination DOI
Veljko ̌Turanjanin

Advances in experimental medicine and biology, Journal Year: 2024, Volume and Issue: unknown, P. 285 - 297

Published: Jan. 1, 2024

Language: Английский

Citations

0

An integrated infoveillance approach using google trends and Talkwalker: Listening to web concerns about COVID-19 vaccines in Italy DOI Creative Commons
Alessandro Rovetta

Healthcare Analytics, Journal Year: 2023, Volume and Issue: 4, P. 100272 - 100272

Published: Oct. 7, 2023

Language: Английский

Citations

1

COVID-19 InfoVaccines Platform: A WHO-supported educational project to promote COVID-19 vaccination information among professionals and the general population (Preprint) DOI
Narmeen Mallah, Jacobo Pardo‐Seco, Irene Rivero‐Calle

et al.

Published: July 5, 2023

BACKGROUND COVID-19 vaccines have saved millions of lives, but vaccine uptake has varied widely across countries, in part due to reluctance among some people accept the new as they become available, fuelled large by lack trustworthy information on themselves. OBJECTIVE To help health workers provide evidence-based answers common questions about and vaccination, thereby assist individuals making healthy choices for themselves their families WHO Collaborating Centre Vaccine Safety together with Regional Office Europe developed COVID19infovaccines.com, a platform that provides reliable scientific under title: “COVID-19 vaccination explained”. METHODS InfoVaccines, project co-funded European Union joint WHO-EU support rollout 6 Eastern was launched February 2021 collaborative work multidisciplinary team health-related professionals from different countries representing Safety, independent contractors. increase its reach visibility, made available seven languages, shared social media networks, advertised through Facebook English, Georgian, Russian, Spanish, Ukrainian. explore community adoption platform, metadata were drawn Google Analytics, Data Studio, YouTube Studio. RESULTS 262,592 users accessed COVID-19InfoVaccines.com between 11, 2021, January 31st, 2023; greatest observed mid-June mid-November (total N=104,041). The content organized into themes, most interested in: general questions; efficacy duration protection; safety; co-administration, dose-interval interchangeability. lifetime analysis showed number function epidemiological situation. Moreover, users’ inquiries specific topic related time geographic location. 118,510 (45.1%) 46,644 (17.7%) scrolled up 35% 75% InfoVaccines webpage, respectively. average engagement rate 71.61% an 1 minute 27 seconds. 231 territories, majority located Ukraine (N=38,404; 14.6%), Spain (N=23,327; 8.9%), Argentina (N=21,167; 8.1%). Older more than younger (X2 p-value<0.0001). 228 videos YouTube. Click-Through-Rate (CTR) 7.82%, 4.4%, 60 having CTR greater 5%, falling range video (2% - 10%). CONCLUSIONS been well-used awareness vaccines. Such initiatives are important ensure can answer understandably arise introduction vaccines, find when search online. Easily accessible is vital counter misinformation which spreads easily negatively impact decisions individual public health.

Language: Английский

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