Web and social media searches highlight menstrual irregularities as a global concern in COVID-19 vaccinations

Scientific Reports, Journal Year: 2022, Volume and Issue: 12(1)

Published: Oct. 21, 2022

Abstract Delineation of public concerns that prevent vaccine compliance is a major step in generating assurances and enhancing the success COVID-19 prevention programs. We therefore sought to identify associated with vaccines, as reflected by web social media searches, focus on menstrual irregularities. used trajectory analyses search data combination global reveal time-dependent correlations between vaccination rates relative volume period related searches. A surge Google searches followed introduction Covid vaccines around world, commencement programs English speaking countries across United States. The such “Covid irregularities”, period”, “Pfizer menstruation”, “Moderna menstruation” was each significantly correlated (Spearman r = 0.42–0.88, P 4.33 × 10 –34 –1.55 –5 ), different before after (Mann–Whitney 2.00 –21 –7.10 –20 ). TikTok users were more engaged problems 2021 than ever before. International, national, state-level vaccinations online activity demonstrate concern vaccine-related Whether it potential side effect or an unfounded worry, monitoring could perception efforts, which then be directly addressed translated into insightful health strategies.

Language: Английский

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Impact of fake news on social networks during COVID-19 pandemic in Spain

Young Consumers Insight and Ideas for Responsible Marketers, Journal Year: 2023, Volume and Issue: 25(4), P. 439 - 461

Published: March 16, 2023

Purpose The pandemic has enhanced the global phenomenon of disinformation. This paper aims to study false news concerning COVID-19, spread through social media in Spain, by using LatamChequea database for a duration from 01/22/2020, when first information been detected, up 03/09/2021. Design/methodology/approach A quantitative analysis conducted with regard correlation between fake stories and state, motive share them, their dissemination other countries effectiveness fact checking. is complemented qualitative method: focus group representatives different groups within society. Findings Fake primarily disseminated several networks at same time, two peaks taking place over half said stories. took March April 2020 during complete lockdown, we were informed prevention measures, country’s situation origin virus, whereas second was related revolving around coming vaccines, which occurred October November. audience tends neither cross-check received nor report competent authorities, fact-checking methods fail stop spread. Further awareness digital literacy campaigns are thus required addition more involvement governments technological platforms. Research limitations/implications main limitation research that it only possible conduct five individuals who do not belong generation Z due restrictions imposed pandemic, although clear contribution impact on COVID-19 Spain can be seen privileged experiences each fields work identified. In this sense, results generalizable larger population. On hand, view future research, would advisable carry out specific how affects Z. Originality/value original nature, findings valuable business practitioners scholars, brand marketers, platform owners, opinion leaders policymakers.

Language: Английский

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Digital Media for Behavior Change: Review of an Emerging Field of Study

International Journal of Environmental Research and Public Health, Journal Year: 2022, Volume and Issue: 19(15), P. 9129 - 9129

Published: July 26, 2022

Digital media are omnipresent in modern life, but the science on impact of digital behavior is still its infancy. There an emerging evidence base how to use for change. Strategies change implemented using technology have included a variety platforms and program strategies, all which potentially more effective with increased frequency, intensity, interactivity, feedback. It critical accelerate pace research platforms, including social media, understand address effects human behavior. The purpose current paper provide overview describe methods this field, present cases, future agenda, raise central questions be addressed health employs three main methods: (1) interventions, (2) formative (3) used conduct evaluations. We examine cases across several content areas healthy weight management, tobacco control, vaccination uptake, illustrate potential field study. In discussion, we note that interventions need explore full range functionality devices their near-constant role personal self-management day-to-day living maximize opportunities Future experimental should rigorously variable levels engagement with, frequency intensity exposure to, multiple forms

Language: Английский

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A new infodemiological approach through Google Trends: longitudinal analysis of COVID-19 scientific and infodemic names in Italy

BMC Medical Research Methodology, Journal Year: 2022, Volume and Issue: 22(1)

Published: Jan. 30, 2022

The scientific community has classified COVID-19 as the worst pandemic in human history. damage caused by new disease was direct (e.g., deaths) and indirect closure of economic activities). Within latter category, we find infodemic phenomena such adoption generic stigmatizing names used to identify related novel coronavirus 2019 variants. These monikers have fostered spread health disinformation misinformation fomented racism segregation towards Chinese population. In this regard, present a comprehensive infodemiological picture Italy from epidemic outbreak December until September 2021. particular, propose procedure examine detail web interest users linked identification COVID-19. To do this, exploited online tool Google Trends. Our findings reveal widespread use multiple COVID-19-related not considered previous literature, well persistent trend terms. Inappropriate for cataloging variants concern even been adopted national agencies. Furthermore, also showed that early denominations influenced user behavior long time were difficult replace. For these reasons, suggest assignments diseases are more timely advise against mass media international authorities using terms geographical origin

Language: Английский

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Maximum generable interest: A universal standard for Google Trends search queries

Healthcare Analytics, Journal Year: 2023, Volume and Issue: 3, P. 100158 - 100158

Published: March 9, 2023

The coronavirus or COVID-19 pandemic represents a health event with far-reaching global consequences, triggering strong search interest in related topics on the Internet worldwide. use of engine data has become commonplace research, but universal standard for comparing different works is desirable to simplify comparison. pandemic's enormous impact and media coverage have triggered an exceptionally high interest. Consequently, maximum generable (MGI) proposed as reference objectifying relative future. This can be explored such Google Trends data. Additional standards medium low volumes also used reflect at levels. Size standards, MGI, may help make research more comparable better evaluate volumes. study presents framework this purpose using example stroke.

Language: Английский

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Digital and Media Literacies in the Polish Education System—Pre- and Post-COVID-19 Perspective

Education Sciences, Journal Year: 2021, Volume and Issue: 11(9), P. 532 - 532

Published: Sept. 10, 2021

Digital and media literacies refer to a specific set of skills abilities. The range these as they concern the educational process has been broadly discussed. In this paper, we analyzed Polish system determine scope sorts digital young people students should achieve in order be considered digitally literate. We compared sets recommendations from last ten years issued by different national governmental nonprofit organizations for education system. identified that expected possessed during their education. Additionally, discussed results regarding situation caused COVID-19 pandemic shift regular distance learning.

Language: Английский

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Google Trends as a Predictive Tool for COVID-19 Vaccinations in Italy: Retrospective Infodemiological Analysis

JMIRx Med, Journal Year: 2022, Volume and Issue: 3(2), P. e35356 - e35356

Published: March 6, 2022

Google Trends is an infoveillance tool widely used by the scientific community to investigate different user behaviors related COVID-19. However, several limitations regarding its adoption are reported in literature.This paper aims provide effective and efficient approach investigating vaccine adherence against COVID-19 via Trends.Through cross-correlational analysis of well-targeted hypotheses, we predictive capacity web searches toward vaccinations Italy from November 2020 2021. The keyword "vaccine reservation" query (VRQ) was chosen as it reflects a real intention being vaccinated (V). Furthermore, impact second most read Italian newspaper (vaccine-related headlines [VRH]) on vaccine-related investigated evaluate role mass media confounding factor. Fisher r-to-z transformation (z) percentage difference (δ) were compare Spearman coefficients. A regression model V=f(VRH, VRQ) built validate results found. Holm-Bonferroni correction adopted (P*). SEs reported.Simple generic keywords more likely identify actual interest vaccines than specific elaborated keywords. Cross-correlations between VRQ V very strong significant (min r²=0.460, P*<.001, lag 0 weeks; max r²=0.903, 6 weeks). remaining cross-correlations have been markedly lower (δ>55.8%; z>5.8; P*<.001). confirmed greater significance versus VRH (P*<.001 vs P=.03, P*=.29).This research provides preliminary evidence favor using surveillance prediction for Italy. Further needed establish appropriate use limits vaccination tracking. these findings prove that search suitable fundamental step reduce factors. Additionally, targeting hypotheses helps diminish likelihood spurious correlations. It recommended be leveraged complementary government agencies monitor predict this future crises following methods proposed paper.

Language: Английский

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Memes as health communication through the lens of COVID-19: a concept analysis

Deleted Journal, Journal Year: 2025, Volume and Issue: 22(1)

Published: May 7, 2025

Language: Английский

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Representation of long COVID syndrome in the awareness of the population is revealed by Google Trends analysis

Brain Behavior & Immunity - Health, Journal Year: 2022, Volume and Issue: 22, P. 100455 - 100455

Published: March 26, 2022

In some COVID-19 patients, symptoms persist for several weeks and sometimes, after the acute disease phase, these patients develop new symptoms, which then represents a transition into so-called long COVID. The exact demarcation of terms generally applicable definitions are still discussed, but phenomenon is most commonly referred to as this study, Google Trends data have been used track levels public awareness COVID important during course pandemic. results analysis clearly demonstrate interest in topic COVID, documented by corresponding search volume. This related COVID-19, being spread corona Relevant or example ageusia anosmia, only started receive more attention Therefore, useful tool population's certain infodemiological topics like

Language: Английский

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From human-centric digital health to digital One Health: Crucial new directions for mutual flourishing

Digital Health, Journal Year: 2022, Volume and Issue: 8, P. 205520762211291 - 205520762211291

Published: Jan. 1, 2022

This brief communication puts forward an argument for expanding the concept of 'digital health' to that One Health' by going beyond a human-centric approach incorporating nonhuman agents, including other living things, places and space. Health approaches recognise interconnected ecological dimensions human health wellbeing, but rarely focus on role digital technologies. A set key questions can take idea forward: (i) How we learn more about establish deeper connections with animals natural environment through media, devices data?; (ii) attune humans these more-than-human worlds using technologies, cultivating attentiveness responsiveness?; (iii) better develop implement technologies support wellbeing planet all its creatures (including humans) so flourish?; (iv) affect systems, or worse? Developing expands both field perspective, leading them into crucial new directions mutual flourishing.

Language: Английский

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