Pular para o conteúdo principal

ETHNOS_APP

Início • Busca • Periódicos • Lista 0

Vaccine hesitancy, parental concerns, and Covid-19 in a digital leisure context

Implications for out-of-school time

Dados Bibliográficos

ID10137670
AutoresKatie M Thurson (0000-0003-3448-8107, Clemson University, autor correspondente), Ryan J Gagnon (0000-0002-0338-6370, Clemson University), Barry A Garst (0000-0002-4706-3477, Clemson University), Iryna Sharaievska (0000-0002-4539-3085, Clemson University)
Ano2023
Volume54
Fascículo2
Páginas286-307
Data de publicação2023-02-21
Peer ReviewedSim
Open AccessNão
TipoARTICLE
PeriódicoJournal of Leisure Research (JOURNAL)
Identificadores do periódicoISSN: 0022-2216 • E-ISSN: 2159-6417
EditoraTaylor & Francis (PUBLISHER • GB)
DOI10.1080/00222216.2023.2174058
OpenAlexW4321443871
IdiomaEN
Citações recebidas2
Referências citadas69

Due to the increasing prevalence of parental vaccine hesitancy or refusal, it is important to understand parental motives for vaccine hesitancy. This study examines social media conversations and commentaries regarding concerns about parenting, vaccine hesitancy, and the COVID-19 pandemic within an in-person leisure and recreation context: out-of-school time (OST) programs. A generative, probabilistic Bayesian machine learning model was used to analyze 31,925 tweets and group them into seven categories: Government, Feelings, School, Public Health, Christmas, Risk and Safety, and Families. As a result, recommendations for research and practice are discussed in connection to both OST programs and digital leisure, including a diverse range of vaccine hesitancy motivations related to children and parents, communication management strategies for OST professionals, and the impact of the politization of leisure in a digital leisure context

Context (archaeology · Coronavirus disease 2019 (COVID-19 · Developmental psychology · Feeling · Geography · Government (linguistics · Pandemic · Political science · Public relations · Recreation · Social media · Adolescent Sexual and Reproductive Health · Gender, Feminism, and Media · Impact of Technology on Adolescents · Medicine · Psychology · Social Psychology

  • Introduction to theme issue on leisure and Covid-19

    Paul Heintzman•Journal of Leisure Research•2023

  • Understanding camping tourism experiences through thematic analysis

    Lanlan Huang, Chun Liu et al.•Journal of Leisure Research•2024

  • Impact of Vaccines; Health, Economic and Social Perspectives

    Open Access•Cintya Maria Costa Rodrigues, Charlene M C Rodrigues et al.•Frontiers in Microbiology•2020

  • Measuring vaccine hesitancy, confidence, trust and flu vaccine uptake

    Open Access•Sandra C Quinn, Amelia M Jamison et al.•Vaccine•2019

  • Covid-19, school closures, and child poverty

    Open Access•Wim Van Lancker, Z Parolin•The Lancet Public Health•2020

  • Social media and vaccine hesitancy

    Open Access•Neha Puri, Eric A Coomes et al.•Human Vaccines & Immunotherapeutics•2020

  • Quanteda

    Open Access•Kenneth Benoit, Kohei Watanabe et al.•Journal of Open Source Software•2018

  • Polarization of the vaccination debate on Facebook

    Open Access•Ana Lucía Schmidt, Fabiana Zollo et al.•Vaccine•2018

  • Association Between Vaccine Refusal and Vaccine-Preventable Diseases in the United States

    Varun K Phadke, Robert A Bednarczyk et al.•JAMA•2016

  • Quantitative analysis of large amounts of journalistic texts using topic modelling

    Carina Jacobi, Wouter Van Atteveldt et al.•Digital Journalism•2016

  • Topicmodels

    Open Access•Bettina Grün, Kurt Hornik•Journal of Statistical Software•2011

  • Anti-vaccine activists, Web 2.0, and the postmodern paradigm – An overview of tactics and tropes used online by the anti-vaccination movement

    Open Access•Anna Kata•Vaccine•2012

  • Vaccine hesitancy

    Open Access•Eve Dubé, Caroline Laberge et al.•Human Vaccines & Immunotherapeutics•2013

  • Social media analytics – Challenges in topic discovery, data collection, and data preparation

    Open Access•Stefan Stieglitz, Milad Mirbabaie et al.•International Journal of…•2018

  • Understanding vaccine hesitancy around vaccines and vaccination from a global perspective

    Heidi J Larson, Caitlin Jarrett et al.•Vaccine•2014

  • LDAvis

    Open Access•Carson Sievert, Kenneth Shirley et al.•Proceedings of the Workshop on…•2014

  • Covid-19 vaccine hesitancy

    Open Access•Katherine Kricorian, Rachel Civen et al.•Human Vaccines & Immunotherapeutics•2022

  • Rtweet

    Open Access•Michael W Kearney•Journal of Open Source Software•2019

  • Suicide Mortality and Coronavirus Disease 2019—A Perfect Storm?

    Mark A Reger, Ian H Stanley et al.•JAMA Psychiatry•2020

  • Probabilistic topic models

    Open Access•David M Blei•Communications of the ACM•2012

  • Ethical challenges for women’s healthcare highlighted by the Covid-19 pandemic

    Open Access•Bethany Bruno, David I Shalowitz et al.•Journal of Medical Ethics•2021

  • The Challenges of Covid‐19 for Divorcing and Post‐divorce Families

    Open Access•J Lebow•Family Process•2020

  • Understanding Covid‐19 misinformation and vaccine hesitancy in context

    Open Access•Bridget Lockyer, Shahid Islam et al.•Health Expectations•2021

  • Applying LDA Topic Modeling in Communication Research

    Daniel Maier, Annie Waldherr et al.•Communication Methods and Measures•2018

  • Silent Majority

    Brooke W Mckeever, Robert Mckeever et al.•Mass Communication & Society•2016

  • Leisure meets health

    Janette Young, Hazel Maxwell et al.•Annals of Leisure Research•2020

  • Leisure experience and participation and its contribution to stress-related growth amid Covid-19 pandemic

    Hung-Ling Liu, Erin S Lavender‐stott et al.•Leisure Studies•2022

  • Care-experienced youth and positive development

    Thomas Quarmby, Rachel Sandford et al.•Leisure Studies•2019

  • To be or not to be

    James Du, Carter Floyd et al.•Leisure Studies•2021

  • (Re-)thinking digital leisure

    Michael Silk, Brad Millington et al.•Leisure Studies•2016

  • Perfect pregnancy? Pregnant bodies, digital leisure and the presentation of self

    Joanne Mayoh•Leisure Studies•2019

  • Similarities and differences in summer camps

    Open Access•Robert P Warner, Jim Sibthorp et al.•Children and Youth Services Review•2021

  • Pre-college STEM camps as developmental context

    Open Access•Ryan J Gagnon, Alexandra Sandoval•Children and Youth Services Review•2020

  • Nature-Based Recreation and Spirituality

    Paul Heintzman•Leisure Sciences•2009

  • Washing Hands, Reaching Out” – Popular Music, Digital Leisure and Touch during the Covid-19 Pandemic

    Eric T Lehman•Leisure Sciences•2021

  • Examining the Use of Leisure for the Sociopolitical Development of Black Youth in Out-of-School Time Programs

    Aishia Brown, Aishia A Brown et al.•Leisure Sciences•2018

  • Computer science meets digital leisure

    Laura Wood, Orland Hoeber et al.•Journal of Leisure Research•2019

  • Funny but aversive

    Open Access•Luca Bischetti, Paolo Canal et al.•Lingua•2020

  • Topic modeling and sentiment analysis of global climate change tweets

    Open Access•Biraj Dahal, Sathish A P Kumar et al.•Social Network Analysis and Mining•2019

  • Parenting and the vaccine refusal process

    Open Access•Kerrie E Wiley, Kerrie Wiley et al.•Social Science & Medicine•2020

  • Opting Out

    Open Access•Kevin Estep, Pierce Greenberg•American Sociological Review•2020

  • Measles, Moral Regulation and the Social Construction of Risk

    Open Access•Gabriela Capurro, Josh Greenberg et al.•The Canadian Journal of Sociology•2018

  • Examining Emergent Communities and Social Bots Within the Polarized Online Vaccination Debate in Twitter

    Open Access•Xiaoyi Yuan, Ross J Schuchard et al.•Social Media + Society•2019

  • Community, work, and family in times of Covid-19

    Open Access•Jenny Fisher, Jean-Charles Languilaire et al.•Community Work & Family•2020

Obras citantes distintas2
Citações por ano0,67
Intervalo de citações2023 - 2024 (2)
Velocidade de citaçãorecent
Altamente citadoNão
Tipos de citaçãoNeutras: 2
Ethnos_APP • Projeto Open Source • Licença MIT • Frontend v2.0.0 • Privacidade e Cookies • Documentação da API: api.ethnos.app/docs • Código da API: GitHub • DOI: 10.5281/zenodo.17049435 • Código do Frontend: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae