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

и другие.

Опубликована: Окт. 18, 2022

BACKGROUND 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. OBJECTIVE 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. METHODS 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. RESULTS results delineated positively affected perception. realization pushed engage risky communicative through reliance on searches for accurate information. Therefore, prospect managing information exposure (eg, interventions) situational context could predict robust CONCLUSIONS 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.

Язык: Английский

The Influence of AI-Identified Consumer Sentiment Metrics on Crypto-Asset Prices DOI
Juan Dempere, Zakea Il-Agure, Hesham Allam

и другие.

Опубликована: Май 24, 2023

This study analyzes the explanatory power of AI text-based emotion ID metrics on hourly price change 12 major crypto-assets. Five GARCH models were tested, with results providing evidence a positive relationship between number mentions crypto-asset name in searches and its for 10/12 assets. detection also provided marginal forecasting most assets (3/12) little predictive "Bitcoin" as generic reference term. Practical applications analysts looking to employ tech their are noted.

Язык: Английский

Процитировано

1
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, Год журнала: 2023, Номер 4, С. 100272 - 100272

Опубликована: Окт. 7, 2023

Язык: Английский

Процитировано

1
Informing social media analysis for public health: A cross-sectional survey of professionals DOI Creative Commons
Becky K White, Elisabeth Wilhelm, Atsuyoshi Ishizumi

и другие.

Research Square (Research Square), Год журнала: 2023, Номер unknown

Опубликована: Июнь 19, 2023

Abstract Background During the COVID-19 pandemic, field of infodemic management has grown in response to urgent global need. Social listening is first step managing infodemic, and many organizations health systems have implemented processes. media analysis tools traditionally been developed for commercial purposes, rather than public health, little known experiences needs those professionals using them management. Methods We a cross sectional survey distributed through networks between December 2022 February 2023. Questions were structured over four sections related work-practice user did not collect any personal details from participants. Descriptive was conducted on study results. Qualitative used categorise understand answers open-text questions. Results There 417 participants, 162/417 who completed all questions, 255/417 some, responses are included analysis. Respondents came regions variety workplaces. Participants had an average 4.4 years’ experience social health. most common issue people for. reveal range training, technical capacity, support working Discussion These results gaps training need increase capacity building, leadership this space. They also highlight capability platforms. easier access better platforms with professionals. Conclusion This paper we aware seek describe purposes since start pandemic. key areas future work research, including addressing building space, facilitate performing

Язык: Английский

Процитировано

0
Assessing How Risk Communication Surveillance Prompts COVID-19 Vaccine Acceptance Among Internet Users by Applying the Situational Theory of Problem Solving: Cross-sectional Study (Preprint) DOI
Qiang Jin, Syed Hassan Raza, Muhammad Yousaf

и другие.

Опубликована: Окт. 18, 2022

BACKGROUND 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. OBJECTIVE 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. METHODS 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. RESULTS results delineated positively affected perception. realization pushed engage risky communicative through reliance on searches for accurate information. Therefore, prospect managing information exposure (eg, interventions) situational context could predict robust CONCLUSIONS 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.

Язык: Английский

Процитировано

0