Twitter as a Knowledge Translation Tool to Increase Awareness of the OpenHEARTSMAP Psychosocial Assessment and Management Tool in the Field of Pediatric Emergency Mental Health

Chun, Alaina; Panchmatia, Rikesh; Doan, Quynh; Meckler, Garth; Narayan, Badrinath

doi:10.7759/cureus.27597

Cited by 4 publications

(9 citation statements)

References 29 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Other Instagram features, such as tagging other Instagram users and including hashtags, also promote research engagement. Tagging the Instagram accounts of authors, other journals, professional societies, and experts can improve article performance by facilitating research sharing, reposting, discussion, and collaboration among an expanded online commmunity 30,32 . Hashtags also help categorize Instagram posts, allowing users to search by specific terms to discover posts of interest.…”

Section: Discussionmentioning

confidence: 99%

“…Hashtags also help categorize Instagram posts, allowing users to search by specific terms to discover posts of interest. Therefore, by directing viewers to the appropriate research content and, thus, targeting posts to the intended audience, hashtag utilization by journal Instagram accounts can improve article engagement 30,32 . Conversely, the inclusion of authors introducing their research in posts was a negative predictor of article performance.…”

Section: Discussionmentioning

confidence: 99%

“…Tagging the Instagram accounts of authors, other journals, professional societies, and experts can improve article performance by facilitating research sharing, reposting, discussion, and collaboration among an expanded online commmunity. 30,32 Hashtags also help categorize Instagram posts, allowing users to search by specific terms to discover posts of interest. Therefore, by directing viewers to the appropriate research content and, thus, targeting posts to the intended audience, hashtag utilization by journal Instagram accounts can improve article engagement.…”

Section: Discussionmentioning

confidence: 99%

“…Despite the rapid adoption of Instagram in plastic surgery, most studies have largely focused on the use of Twitter for journal promotion 27–29 . Furthermore, although the use of captions, hashtags, tags, and direct links for personal and professional promotion has been described, no study to date has investigated their impact on posts promoting research articles 30–32 . Our aims are to determine how Instagram promotion by high impact-factor plastic surgery journals and elements of their posts' design affect publication performance.…”

mentioning

confidence: 99%

“…[27][28][29] Furthermore, although the use of captions, hashtags, tags, and direct links for personal and professional promotion has been described, no study to date has investigated their impact on posts promoting research articles. [30][31][32] Our aims are to determine how Instagram promotion by high impact-factor plastic surgery journals and elements of their posts' design affect publication performance. The results of this study can provide insight on the utility of Instagram for research dissemination and further help construct posts that maximize article engagement and scholarly impact.…”

mentioning

confidence: 99%

See 4 more Smart Citations

Promoting Publications Through Plastic Surgery Journal Instagram Accounts

et al. 2023

View full text Add to dashboard Cite

Purpose Journals are increasingly using social media to increase article engagement. We aim to determine the impact of Instagram promotion on, and identify social media tools that effectively enhance, plastic surgery article engagement and impact. Methods Instagram accounts for Plastic and Reconstructive Surgery, Annals of Plastic Surgery, Aesthetic Surgery Journal, and Aesthetic Plastic Surgery were reviewed for posts published by February 8, 2022. Open access journal articles were excluded. Post caption word count and number of likes, tagged accounts, and hashtags were recorded. Inclusion of videos, article links, or author introductions was noted. All articles from journal issues published between the dates of the first and last posts promoting articles were reviewed. Altmetric data approximated article engagement. Citation numbers from the National Institutes of Health iCite tool approximated impact. Differences in engagement and impact of articles with and without Instagram promotion were compared by Mann-Whitney U tests. Univariate and multivariable regressions identified factors predictive of more engagement (Altmetric Attention Score, ≥5) and citations (≥7). Results A total of 5037 articles were included, with 675 (13.4%) promoted on Instagram. Of posts featuring articles, 274 (40.6%) included videos, 469 (69.5%) included article links, and 123 included (18.2%) author introductions. Promoted articles had higher median Altmetric Attention Scores and citations (P < 0.001). On multivariable analysis, using more hashtags predicted higher article Altmetric Attention Scores (odds ratio [OR], 1.85; P = 0.002) and more citations (OR, 1.90; P < 0.001). Including article links (OR, 3.52; P < 0.001) and tagging more accounts (OR, 1.64; P = 0.022) predicted higher Altmetric Attention Scores. Including author introductions negatively predicted Altmetric Attention Scores (OR, 0.46; P < 0.001) and citations (OR, 0.65; P = 0.047). Caption word count had no significant impact on article engagement or impact. Conclusions Instagram promotion increases plastic surgery article engagement and impact. Journals should use more hashtags, tag more accounts, and include manuscript links to increase article metrics. We recommend that authors promote on journal social media to maximize article reach, engagement, and citations, which positively impacts research productivity with minimal additional effort in designing Instagram content.

show abstract

Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

mentioning

confidence: 99%

mentioning

confidence: 99%

See 3 more Smart Citations

Promoting Publications Through Plastic Surgery Journal Instagram Accounts

et al. 2023

View full text Add to dashboard Cite

show abstract

Mpox Panic, Infodemic, and Stigmatization of the Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual Community: Geospatial Analysis, Topic Modeling, and Sentiment Analysis of a Large, Multilingual Social Media Database

Nia¹,

Bragazzi²,

Asgary³

et al. 2023

J Med Internet Res

View full text Add to dashboard Cite

Background The global Mpox (formerly, Monkeypox) outbreak is disproportionately affecting the gay and bisexual men having sex with men community. Objective The aim of this study is to use social media to study country-level variations in topics and sentiments toward Mpox and Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual (2SLGBTQIAP+)–related topics. Previous infectious outbreaks have shown that stigma intensifies an outbreak. This work helps health officials control fear and stop discrimination. Methods In total, 125,424 Twitter and Facebook posts related to Mpox and the 2SLGBTQIAP+ community were extracted from May 1 to December 25, 2022, using Twitter application programming interface academic accounts and Facebook-scraper tools. The tweets’ main topics were discovered using Latent Dirichlet Allocation in the sklearn library. The pysentimiento package was used to find the sentiments of English and Spanish posts, and the CamemBERT package was used to recognize the sentiments of French posts. The tweets’ and Facebook posts’ languages were understood using the Twitter application programming interface platform and pycld3 library, respectively. Using ArcGis Online, the hot spots of the geotagged tweets were identified. Mann-Whitney U, ANOVA, and Dunn tests were used to compare the sentiment polarity of different topics and countries. Results The number of Mpox posts and the number of posts with Mpox and 2SLGBTQIAP+ keywords were 85% correlated (P<.001). Interestingly, the number of posts with Mpox and 2SLGBTQIAP+ keywords had a higher correlation with the number of Mpox cases (correlation=0.36, P<.001) than the number of posts on Mpox (correlation=0.24, P<.001). Of the 10 topics, 8 were aimed at stigmatizing the 2SLGBTQIAP+ community, 3 of which had a significantly lower sentiment score than other topics (ANOVA P<.001). The Mann-Whitney U test shows that negative sentiments have a lower intensity than neutral and positive sentiments (P<.001) and neutral sentiments have a lower intensity than positive sentiments (P<.001). In addition, English sentiments have a higher negative and lower neutral and positive intensities than Spanish and French sentiments (P<.001), and Spanish sentiments have a higher negative and lower positive intensities than French sentiments (P<.001). The hot spots of the tweets with Mpox and 2SLGBTQIAP+ keywords were recognized as the United States, the United Kingdom, Canada, Spain, Portugal, India, Ireland, and Italy. Canada was identified as having more tweets with negative polarity and a lower sentiment score (P<.04). Conclusions The 2SLGBTQIAP+ community is being widely stigmatized for spreading the Mpox virus on social media. This turns the community into a highly vulnerable population, widens the disparities, increases discrimination, and accelerates the spread of the virus. By identifying the hot spots and key topics of the related tweets, this work helps decision makers and health officials inform more targeted policies.

show abstract

Mpox Panic, Infodemic, and Stigmatization of the Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual Community: Geospatial Analysis, Topic Modeling, and Sentiment Analysis of a Large, Multilingual Social Media Database (Preprint)

Nia¹,

Bragazzi²,

Asgary³

et al. 2022

Preprint

View full text Add to dashboard Cite

BACKGROUND The currently ongoing global monkeypox outbreak is disproportionately affecting the gay/bisexual “men having sex with men” (gbMSM) community. OBJECTIVE the aim of this study is to use the posts on Twitter to study country-level variations in topics and sentiments toward monkeypox-2SLGBTQIAP+ related topics. Previous infectious outbreaks have shown that stigma intensifies an outbreak. This work helps health officials control fear and stop discrimination. METHODS A number of 24,401 tweets related to Monkeypox and the 2SLGBTQIAP+ community were extracted from May 1 to June 14, 2022. Using ArcGis online the hotspots of the geotagged tweets were identified. Main topics of the tweets were discovered using Latent Dirichlet Allocation (LDA) of scikit-learn package. Sentiment analysis was applied to outline the sentiment polarity of tweets for different topics and in different countries. Mann Whitney U test was used to compare the sentiment polarity of different topics and countries. RESULTS The hotspots of the tweets related to Monkeypox and the 2SLGBTQIAP+ community were identified to be the USA, the UK, Canada, Spain, Portugal, India, and Italy. Eight of the ten topics were aimed at stigmatizing the LGBTQ+ community. Five of the topics had a significantly lower sentiment polarity compared to other topics. Canada and the USA had more tweets with negative polarity and lower sentiment score. CONCLUSIONS the results show that the 2SLGBTQIAP+ community is being widely stigmatized for spreading the monkeypox virus on social media. This turns the community into a highly vulnerable population, widens the disparities, increases discrimination, and accelerates the spread of the virus. By identifying the hotspots and key-topics of the related tweets, this work helps decision-makers and health officials inform more targeted policies.

show abstract

Twitter as a Knowledge Translation Tool to Increase Awareness of the OpenHEARTSMAP Psychosocial Assessment and Management Tool in the Field of Pediatric Emergency Mental Health

Cited by 4 publications

References 29 publications

Promoting Publications Through Plastic Surgery Journal Instagram Accounts

Promoting Publications Through Plastic Surgery Journal Instagram Accounts

Mpox Panic, Infodemic, and Stigmatization of the Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual Community: Geospatial Analysis, Topic Modeling, and Sentiment Analysis of a Large, Multilingual Social Media Database

Mpox Panic, Infodemic, and Stigmatization of the Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual Community: Geospatial Analysis, Topic Modeling, and Sentiment Analysis of a Large, Multilingual Social Media Database (Preprint)

Contact Info

Product

Resources

About