Dania Comparcini , Valentina Simonetti , Melania Totaro , Letizia Governatori , Francesco Pastore , Antonio Di Lorenzo , Silvio Tafuri , Jeremia Keisala , Kristina Mikkonen , John Unsworth , Marco Tomietto , Giancarlo Cicolini
{"title":"聚集性疫苗犹豫与护士和护生社交媒体使用:一项横断面研究","authors":"Dania Comparcini , Valentina Simonetti , Melania Totaro , Letizia Governatori , Francesco Pastore , Antonio Di Lorenzo , Silvio Tafuri , Jeremia Keisala , Kristina Mikkonen , John Unsworth , Marco Tomietto , Giancarlo Cicolini","doi":"10.1016/j.apnr.2025.151976","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Nurses and nursing students' attitudes toward COVID-19 and Influenza vaccines are crucial for protecting vulnerable patients and reducing vaccine hesitancy in the general population. Social media is key in spreading vaccine information and it has opposite effects on vaccine hesitancy, alongside several socio-demographic and professional characteristics.</div></div><div><h3>Aim</h3><div>This study aims to identify the characteristics of vaccine hesitancy among nurses and nursing students.</div></div><div><h3>Methods</h3><div>A multi-centre, cross-sectional study was conducted between March and September 2023. Data were collected through an online survey to assess: (I) sociodemographic and occupational characteristics, and social media usage; (II) vaccine hesitancy (measured with the Vaccination Attitudes Examination Scale); (III) social media addiction (using the Bergen Social Media Addiction Scale). K-means cluster analysis was performed to identify vaccine hesitancy profiles. ANOVA and Chi-square were adopted to identify the key characteristics of the profiles.</div></div><div><h3>Results</h3><div>Among 604 participants, three profiles were identified. Concerns about unforeseen future effects was the most relevant factor of vaccine hesitancy across all profiles for both COVID-19 and Influenza vaccines. The most hesitant profile included mainly older nurses. Influenza vaccination uptake was the highest in the least hesitant profile, which also reported greater use of social media platforms like YouTube, LinkedIn, and Twitter/X.</div></div><div><h3>Conclusion</h3><div>This study provides insights to develop targeted interventions appropriate to nurses and nursing students' profiles. These results will support tailored vaccination campaigns to address the most relevant factors of vaccine hesitancy and provide evidence-based information to mitigate misconceptions and enhance vaccine uptake among nurses and nursing students.</div></div>","PeriodicalId":50740,"journal":{"name":"Applied Nursing Research","volume":"84 ","pages":"Article 151976"},"PeriodicalIF":2.7000,"publicationDate":"2025-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Clustering vaccine hesitancy and social media use of nurses and nursing students: a cross-sectional study\",\"authors\":\"Dania Comparcini , Valentina Simonetti , Melania Totaro , Letizia Governatori , Francesco Pastore , Antonio Di Lorenzo , Silvio Tafuri , Jeremia Keisala , Kristina Mikkonen , John Unsworth , Marco Tomietto , Giancarlo Cicolini\",\"doi\":\"10.1016/j.apnr.2025.151976\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Nurses and nursing students' attitudes toward COVID-19 and Influenza vaccines are crucial for protecting vulnerable patients and reducing vaccine hesitancy in the general population. Social media is key in spreading vaccine information and it has opposite effects on vaccine hesitancy, alongside several socio-demographic and professional characteristics.</div></div><div><h3>Aim</h3><div>This study aims to identify the characteristics of vaccine hesitancy among nurses and nursing students.</div></div><div><h3>Methods</h3><div>A multi-centre, cross-sectional study was conducted between March and September 2023. Data were collected through an online survey to assess: (I) sociodemographic and occupational characteristics, and social media usage; (II) vaccine hesitancy (measured with the Vaccination Attitudes Examination Scale); (III) social media addiction (using the Bergen Social Media Addiction Scale). K-means cluster analysis was performed to identify vaccine hesitancy profiles. ANOVA and Chi-square were adopted to identify the key characteristics of the profiles.</div></div><div><h3>Results</h3><div>Among 604 participants, three profiles were identified. Concerns about unforeseen future effects was the most relevant factor of vaccine hesitancy across all profiles for both COVID-19 and Influenza vaccines. The most hesitant profile included mainly older nurses. Influenza vaccination uptake was the highest in the least hesitant profile, which also reported greater use of social media platforms like YouTube, LinkedIn, and Twitter/X.</div></div><div><h3>Conclusion</h3><div>This study provides insights to develop targeted interventions appropriate to nurses and nursing students' profiles. These results will support tailored vaccination campaigns to address the most relevant factors of vaccine hesitancy and provide evidence-based information to mitigate misconceptions and enhance vaccine uptake among nurses and nursing students.</div></div>\",\"PeriodicalId\":50740,\"journal\":{\"name\":\"Applied Nursing Research\",\"volume\":\"84 \",\"pages\":\"Article 151976\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-06-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Nursing Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0897189725000783\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"NURSING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Nursing Research","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0897189725000783","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NURSING","Score":null,"Total":0}
Clustering vaccine hesitancy and social media use of nurses and nursing students: a cross-sectional study
Background
Nurses and nursing students' attitudes toward COVID-19 and Influenza vaccines are crucial for protecting vulnerable patients and reducing vaccine hesitancy in the general population. Social media is key in spreading vaccine information and it has opposite effects on vaccine hesitancy, alongside several socio-demographic and professional characteristics.
Aim
This study aims to identify the characteristics of vaccine hesitancy among nurses and nursing students.
Methods
A multi-centre, cross-sectional study was conducted between March and September 2023. Data were collected through an online survey to assess: (I) sociodemographic and occupational characteristics, and social media usage; (II) vaccine hesitancy (measured with the Vaccination Attitudes Examination Scale); (III) social media addiction (using the Bergen Social Media Addiction Scale). K-means cluster analysis was performed to identify vaccine hesitancy profiles. ANOVA and Chi-square were adopted to identify the key characteristics of the profiles.
Results
Among 604 participants, three profiles were identified. Concerns about unforeseen future effects was the most relevant factor of vaccine hesitancy across all profiles for both COVID-19 and Influenza vaccines. The most hesitant profile included mainly older nurses. Influenza vaccination uptake was the highest in the least hesitant profile, which also reported greater use of social media platforms like YouTube, LinkedIn, and Twitter/X.
Conclusion
This study provides insights to develop targeted interventions appropriate to nurses and nursing students' profiles. These results will support tailored vaccination campaigns to address the most relevant factors of vaccine hesitancy and provide evidence-based information to mitigate misconceptions and enhance vaccine uptake among nurses and nursing students.
期刊介绍:
Applied Nursing Research presents original, peer-reviewed research findings clearly and directly for clinical applications in all nursing specialties. Regular features include "Ask the Experts," research briefs, clinical methods, book reviews, news and announcements, and an editorial section. Applied Nursing Research covers such areas as pain management, patient education, discharge planning, nursing diagnosis, job stress in nursing, nursing influence on length of hospital stay, and nurse/physician collaboration.