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#clearaligners and social media: An in-depth analysis of clear aligners' content on Instagram. Orthod Craniofac Res 2024; 27:259-266. [PMID: 37854022 DOI: 10.1111/ocr.12722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 10/09/2023] [Accepted: 10/11/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND AND OBJECTIVES Clear aligners-related posts are popularized on social media platforms to educate patients and peers and to market aligners in dental practices. This study aimed to characterize the account credentials and content of the top-performing posts to understand the spread of clear aligners-related information on Instagram. MATERIALS AND METHODS This cross-sectional web-based study analysed 13 Instagram clear aligners-related hashtags. Content analysis was performed for the "Top 10 posts" listed under the "Top" section for each hashtag within Instagram, as sorted by Instagram's algorithm. Data were analysed for the poster's background, credentials, role, post format, content, and engagement level ratio. Duplicate posts and those not relevant to clear aligners were excluded. Quantitative and qualitative analyses of the collected data were conducted. RESULTS A total of 29 192 596 posts mentioned the selected hashtags, of which 130 posts were screened in this study. Most posts were authored by dentists (n = 84), 79.8% of them were orthodontic specialists. Self-promotional posts comprised 90.2%, while educational posts accounted for only 8.9%. Interestingly, the number of likes and comments received on posts by patients (n = 19, median = 112, IQR = 340) was significantly higher than those posted by dentists (n = 84, median = 93, IQR = 81.75) (P = .004). CONCLUSION More than 29 million posts about clear aligners were identified on Instagram. Orthodontists are the leading authors of aligners hashtags. However, the majority of the posts are self-promotional and have nonfactual information. Social media awareness among orthodontic specialists may help provide more evidence-based content about clear aligners and can act as an interactive networking and health communication platform.
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Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety. Front Public Health 2023; 11:1268730. [PMID: 38035302 PMCID: PMC10687459 DOI: 10.3389/fpubh.2023.1268730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/27/2023] [Indexed: 12/02/2023] Open
Abstract
Background The digitalization of medicine is becoming a transformative force in modern healthcare systems. This study aims to investigate discussions regarding patient safety, as well as summarize perceived approaches to mitigating risks of adverse events expressed through the #PatientSafety Twitter hashtag during the COVID-19 pandemic. Methods This research is grounded in the analysis of data extracted from Twitter under the hashtag #PatientSafety between December 1, 2019 and February 1, 2023. Symplur Signals, which represents a tool offering a method to monitor tweets containing hashtags registered with the Symplur Healthcare Hashtag Project, was used for analyzing the tweets shared in the study period. For text analytics of the relevant data, we further used the word cloud generator MonkeyLearn, and VOSviewer. Results The analysis encompasses 358'809 tweets that were shared by 90'079 Twitter users, generating a total of 1'183'384'757 impressions. Physicians contributed to 18.65% of all tweets, followed by other healthcare professionals (14.31%), and health-focused individuals (10.91%). Geographically, more than a third of tweets (60.90%) were published in the United States. Canada and India followed in second and third positions, respectively. Blocks of trending terms of greater interest to the global Twitter community within the hashtag #PatientSafety were determined to be: "Patient," "Practical doctors," and "Health Care Safety Management." The findings demonstrate the engagement of the Twitter community with COVID-19 and problems related to the training, experience of doctors and patients during a pandemic, communication, the vaccine safety and effectiveness, and potential use of off-label drugs. Noteworthy, in the field of pharmacovigilance, Twitter has the possibility of identifying adverse reactions associated with the use of drugs, including vaccines. The issue of medical errors has been also discussed by Twitter users using the hashtag #PatientSafety. Conclusion It is clear that various stakeholders, including students, medical practitioners, health organizations, pharmaceutical companies, and regulatory bodies, leverage Twitter to rapidly exchange medical information, data on the disease symptoms, and the drug effects. Consequently, there is a need to further integrate Twitter-derived data into the operational routines of healthcare organizations.
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Youth are united online to fight against involution: a study of group cohesion on Weibo. Front Psychol 2023; 14:1014331. [PMID: 37275706 PMCID: PMC10232781 DOI: 10.3389/fpsyg.2023.1014331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 04/11/2023] [Indexed: 06/07/2023] Open
Abstract
Background In China, involution, which means pressure to out-compete other group members, has attracted public attention on Weibo. The new online connotation of involution empowered group cohesion among youth. Dissimilar to other crises, this crise also closely relates to group cohesion concept. However, few previous group cohesion-related studies focus on this critical concept. This study explains why and how youth created group cohesion online when facing involution. First, by examining the relationship between involution and group cohesion. Second, by examining whether youth are united in the online discussion of involution by investigating the generational gap. Following this, this study analyzes the different opinions to identify why this group cohesion occurs, how youth think about involution, and why they regard "older adults" as others. Lastly, this study analyzes how youth use hashtags to attract more youth to voice their opinions, consequently leading to greater group cohesion. Methods By combining frontier computational methods with causation and axial coding, this study proposes a new way to in-depth analyze group cohesion on social media. Results The results indicate that involution triggers poor online group cohesion, and online involution-related hot issues trigger identity-based group cohesion. Additionally, youth are significantly more negative than older adults, and their expressions are full of identity-based construction. By stressing the social roots and blaming the "other" (older adult group), youth united together online. These findings indicated that a generation gap does indeed exist and that youth unite on social media by posting related hashtags via "revealing social identity" and "positioning and becoming" strategies. Conclusion The findings stress that involution is related to poor group cohesion and that social media offers a new way to face the involution crisis. Youth will use hashtags to unite and blame imagined enemies, such as older adults and the upper class. These findings might assist in understanding interventions that lead to more group cohesion.
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An exploratory analysis of pediatric anesthesia activity on Twitter using the #pedsanes hashtag. Paediatr Anaesth 2023. [PMID: 37154039 DOI: 10.1111/pan.14690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 04/17/2023] [Accepted: 04/20/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND The use of social media within the medical field has rapidly evolved over the past two decades, with Twitter being one of the most common platforms of engagement. The use of hashtags such as #pedsanes has been reported as a community builder around the subject of pediatric anesthesia. Understanding the use of #pedsanes can inform dissemination of pediatric anesthesia content and discourse. We aimed to describe the distribution and patterns of tweets and contributors using #pedsanes across the globe. METHODS Using Tweetbinder (https://www.tweetbinder.com) and the R package "academictwitteR," we extracted tweets that included the hashtag "#pedsanes" from March 14, 2016 to March 10, 2022. Tweets were analyzed for frequency, type, unique users, impact and reach, language, content, and the most common themes. RESULTS A total of 58 724 tweets were retrieved; 22 071 (38.8%) were original tweets including 3247 replies, while 35 971 (61.2%) were retweets all generated by over 5946 contributors located in at least 122 countries. The frequency distribution of tweets gradually increased over time with peaks in activity corresponding to major pediatric anesthesia societal meetings and during the early phases of the COVID-19 pandemic. The most retweeted and most liked posts included images. DISCUSSION We report the widespread and increasing use of social media and the "#pedsanes" hashtag within the pediatric anesthesia and medical community over time. It remains unknown the extent to which Twitter hashtag activity translates to changes in clinical practice. However, the #pedsanes hashtag appears to play a key role in disseminating pediatric anesthesia information globally.
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Impact of #PsychTwitter in promoting global psychiatry: A hashtag analysis study. Front Public Health 2023; 11:1065368. [PMID: 36908425 PMCID: PMC9992428 DOI: 10.3389/fpubh.2023.1065368] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 02/03/2023] [Indexed: 02/24/2023] Open
Abstract
Introduction Multiple studies have shown how valuable Twitter hashtags can be for promoting content related to different themes in the online community. This arena has grown into a rich data source for public health observation and understanding key trends in healthcare on a global scale. In the field of mental health in particular, it would be of benefit to understand and report the key stakeholders' (individual mental health professionals, academic organizations and their countries) trends and patterns of psychiatric knowledge and information dissemination using #PsychTwitter. Objective In this study, we aim to evaluate the achieved outreach of psychiatry-related tweets using the hashtag #PsychTwitter. Methods We utilized the Symplur Signals research analytics tool to characterize tweets containing #PsychTwitter from the 20th of August, 2019, to the 20th of August, 2022. Results The #PsychTwitter movement resulted in 125,297 tweets that were shared by 40,058 Twitter users and generated a total of 492,565,230 impressions (views). The three largest identified groups of contributors were Doctors (13.8% of all tweets), Org. Advocacy (6.2% of all tweets), and Researcher/Academic (4% of all tweets) stakeholders. The top influential accounts consisted of 55 psychiatrists and 16 institutional or organizational accounts. The top 5 countries from where most of the tweets containing #PsychTwitter were shared include the United States (54.3% of all users), the United Kingdom (10.4% of all users), Canada (4.9% of all users), India (2% of all users), and Australia (1.8% of all users). Conclusion This is the first of its kind study featuring the influence and usage of #PsychTwitter and covering its global impact in the field of psychiatry using the Twitter platform. Our results indicate that Twitter represents a broadly used platform for mental health-related discussions.
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#CoreCosmeticSpecialties: An analysis of nonsurgical cosmetic procedure hashtags on Instagram. Lasers Surg Med 2023; 55:12-15. [PMID: 36098396 DOI: 10.1002/lsm.23598] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 08/04/2022] [Accepted: 08/23/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVES In this study, we seek to characterize both the account credentials and content type for posts among the most popular nonsurgical cosmetic procedure hashtags on Instagram. METHODS Twenty-five hashtags related to nonsurgical cosmetic procedures were identified with over 250,000 posts each, ranging from 256,000 to 12.1 million posts per hashtag. The first 10 posts displayed under the "Top" section for each hashtag within Instagram, as sorted by Instagram's proprietary algorithm, were analyzed for account type and content type. Posts unrelated to the cosmetic procedure or with non-English captions were excluded. In total, 680 posts were queried with 250 posts meeting the inclusion criteria. RESULTS Content creators included nonphysician providers (68%), core cosmetic physicians (12%), noncore cosmetic physicians (8%), and consumers or others (13%). Content type included before and after (45%), self-promotional (23%), educational (17%), personal (5%), entertainment (5%), and promotional (5%). Among the different content creator types, core cosmetic physicians had the largest proportion of educational content at 38%. CONCLUSIONS High-quality educational content on Instagram from core cosmetic specialties is scarce. By increasing their presence on Instagram, core cosmetic physicians can provide patient education, counteract misinformation, and raise awareness on training and qualifications regarding nonsurgical cosmetic procedures.
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Abstract
BACKGROUND Instagram statistic has attracted roughly one billion, monthly active users. In 2021, Instagram belonged to the most popular social networks worldwide. It has been considered an effective tool that contributes to the contemporary sharing of information for raising public awareness while providing educational information. The growing presence of Instagram and frequent user engagement has made it a potentially effective platform for patient communication, seeking educational information, product information for consumers, and advertisements in the form of images and videos. OBJECTIVE To assess and compare the contents of Instagram posts by healthcare professionals (HP) and non-professional healthcare workers (NPHW) on bruxism and to assess public engagement with this content. METHODS Twelve "hashtag" terms linked to bruxism were searched. HP and NPHW analyzed the content of relevant posts for the presence of domains. Discourse analysis assessed the post quality for themes. We conducted the descriptive and univariate statistical analysis, whereas inter-rater reliability was tested using Cohen's kappa. RESULTS A total of 1184 posts were retrieved, with the majority uploaded by NPHW (622 posts). The posts by HPs were in text and image(s) format (53%) with the range of 25-1100 Instagram post "Likes." "Mouthguard" (90) % was the most frequently included domain posted by HP, followed by "treatment plan/pain management", and complaints of clicking or locking of TMJ" (84%). Greater number of domains (p= 0.03) were seen in the posts by NPHWs, compared to HP's having more bruxism-related content. The inter-rater reliability method (0.89) was used for the presence of domains. CONCLUSION NPHW uses Instagram more frequently to post bruxism-related information than HP. HPs must ascertain that the content posted by NPHW is relevant and the concerns addressed in posts are to the purpose.
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#Ophthalmology: Popular ophthalmology hashtags as an educational source for ophthalmologists, an Instagram study. Indian J Ophthalmol 2022; 70:3247-3252. [PMID: 36018095 DOI: 10.4103/ijo.ijo_105_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Purpose This study aims to determine the content and intent of posts published under popular ophthalmology hashtags and to determine whether these posts were educational for ophthalmologists. Methods A web-based, cross-sectional study design was used to evaluate the top public posts of five popular hashtags on three consecutive days by two ophthalmology specialists. The first 100 relevant English posts of each hashtag were studied. Selected hashtags were #Ophthalmology, #ophthalmosurgery, #ophthalmologyresident, #ophthalmologist, and #ophthalmicphotography. Posts were classified according to the type of post, post author, post intent, and whether the post was educational. Posts deemed educational were then categorized separately using the same classification system as above to determine whether there were defining characteristics of educational posts. Results One thousand posts were recorded and analyzed and a total of 500 posts were included in the study. The majority of posts 79.8% (n = 399), were by medical doctors with 95% (n = 379) being ophthalmology specialists. Sixty-three percent of posts (n = 315) were deemed educational, 25% promotional (n = 127), and 12% (n = 58) were entertainment posts. Medical retina (n = 119) and anterior segment (n = 90) were the most common subspecialties explored. #ophthalmicphotography (P = 0.001) was the hashtag with the highest number of educational posts (n = 91). The least educational hashtag was #ophthalmologist with only 44% of posts (n = 44) that were deemed to be educational. One hundred percent of glaucoma posts (n = 19), 98% of cornea posts (n = 41), and 99% of medical retina posts (n = 118) were found to be educational which was significantly more educational than the other topics posted (P ≤ 0.001). Conclusion Ophthalmologists are the main authors of posts in popular ophthalmology hashtags. The majority of posts were educational posts with promotional posts being the second most common intent. The authors conclude that while Instagram is a possible source of ancillary education for the visual specialty of ophthalmology, careful selection of hashtags and post authors are needed for maximum benefit.
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#Nomask on Instagram: Exploring Visual Representations of the Antisocial Norm on Social Media. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116857. [PMID: 35682439 PMCID: PMC9180303 DOI: 10.3390/ijerph19116857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 05/28/2022] [Accepted: 06/02/2022] [Indexed: 02/04/2023]
Abstract
Social media (SM) functions such as hashtags and photo uploading can enrich and expedite user interactions, but can also facilitate the online spread of antisocial norms. Mask aversion is one such antisocial norm shared on SM in the current COVID-19 pandemic circumstances. This study utilized the social representation theory (SRT) to explore how mask aversion is visually represented in the Instagram photos tagged with #NoMask. It examined the overall content of the photos, the characteristics of the faces portrayed in the photos, and the presented words in the photos. Additionally, the study grouped the photos through k-means clustering and compared the resulting clusters in terms of content, characteristics of the faces, presented words, pixel-level characteristics, and the public’s responses to the photos. The results indicate that people, especially human faces, were visually represented the most in the Instagram photos tagged with #NoMask. Two clusters were generated by k-means clustering—Text-centered and people-centered. The visual representations of the two clusters differed in terms of content characteristics and pixel-level attributes. The texts presented in the photos manifested a unique way of delivering key messages. The photos of the people-centered cluster received more positive comments than the text-centered one; however, the two clusters were not significantly different in eliciting engagement. This study can contribute to expanding the scope of SRT to visual representations and hashtag movements.
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Leveraging Twitter and its Unique # HashTag Capability: A Novel Social Media Resource From the European Hernia Society. JOURNAL OF ABDOMINAL WALL SURGERY : JAWS 2022; 1:10018. [PMID: 38689799 PMCID: PMC11059142 DOI: 10.3389/jaws.2021.10018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/29/2021] [Indexed: 05/02/2024]
Abstract
Background: Digital and Social Media (#SoMe) platforms have revolutionized the way information is shared, classified and accessed among medical professionals worldwide. The aim of this study was to review the hashtags used on Twitter by @EuroHerniaS to provide a practical roadmap for easier social media utilization for hernia surgery stakeholders. Methods: The hashtags used in tweets and retweets of the @EuroHerniaS Twitter feed were collated since its foundation in November 2016. Results: The first hashtag used was #HerniaSurgery. Since foundation to July 2021, the @EuroHerniaS Twitter feed has used 90 separate hashtags. The number of new hashtags per year was increasing leading to the development of an online library. The increasing diversity of hernia related hashtags allows for the more detailed posting and searching of hernia related information on the #SoMe platform Twitter. Conclusion: The more detailed use of hashtags on Twitter is to be encouraged. Hernia surgeons can make use of them both when posting and reviewing posts to aid the categorization of posts.
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Social media as a tool for engaging medical students interested in orthopaedic surgery. Orthop Rev (Pavia) 2021; 13:24443. [PMID: 34745467 DOI: 10.52965/001c.24443] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 05/22/2021] [Indexed: 12/11/2022] Open
Abstract
Objective Instagram and Twitter are two of the most popular social media platforms today. Beyond social communication, these platforms also have the potential to enhance medical education by providing early exposure and mentorship to students and residents in training. The purpose of this study was 1) to investigate orthopaedic surgery related content posted on Instagram and Twitter 2) to analyze who posts orthopaedic surgery related content and 3) to better understand how social media may be used to supplement medical education and exposure for students interested in orthopaedics. Design Three hashtags, #Orthopedics, #OrthopedicSurgery, and #OrthopedicSurgeon were searched on Instagram and Twitter from March 8 to March 18, 2020. Posts on both platforms were analyzed for the hashtag used, number of likes, source type (e.g. physician, company promoting a product), and type of post (e.g. advertisement, educational). Descriptive statistics were used to analyze the results. Setting This study was performed at the Tulane University School of Medicine, New Orleans, LA, by medical students, with guidance and supervision from faculty in the Tulane University Department of Orthopaedics. Results Data was collected from 212 (47.2%) Instagram and 237 (52.8%) Twitter posts over a 10-day period. Significantly more Instagram posts used the hashtags #Orthopedicsurgeon and #Orthopedicsurgery (P<.001), while more Twitter posts used the hashtag #Orthopedics (72.0% P<.001). Companies using these hashtags posted more frequently on Twitter than Instagram (P<.001), while a higher number of physicians, orthopaedic practices, and personal accounts utilized Instagram (P<.001). There was significantly more advertising content on Twitter (P<.001), while Instagram included more personal anecdotes, medical imaging and procedures (P<.001). Conclusion This study demonstrated that content related to orthopaedic surgery is regularly posted on both Instagram and Twitter. Instagram is a visually driven platform that more frequently posted educational and personal content from medical professionals and individuals, while Twitter predominantly published advertisements from companies and orthopaedic practices. The current use of Instagram may make it better suited for providing information and early exposure to medical students interested in the field. Levels of Evidence III.
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Twitter and Radiology: Everything You Wanted to Know About #RadTwitter But Were Afraid to Ask. Curr Probl Diagn Radiol 2021; 51:12-16. [PMID: 34275668 DOI: 10.1067/j.cpradiol.2021.05.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 05/10/2021] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Twitter is one of the world's leading social media platforms, and the most popular such forum for medical professionals. We previously examined how Twitter is used in radiology and suggested methods of optimizing Twitter for radiology education. Here we address those in the radiology community who have not yet embraced Twitter or those who have just begun, offering insights or hacks to make the reader more comfortable with initiating or better leveraging a Twitter account to enhance their radiology work lives. MATERIAL AND METHODS We analyzed our Twitter account (@ctisus), dedicated to radiology education and based in the Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins Hospital, to ascertain how we could best use the platform for radiology education. We also used the healthcare social media monitoring website Symplur to track the use of 7 radiology-related hashtags from March 6 to April 4, 2021. RESULTS Over the 30-day period, we found that #radiology was used 12,311 times; #RadRes (radiology residents) was used 7864 times; #IRad (interventional radiology) was used 6176 times; #FOAMrad (free and open access radiology education) was used 3661 times; #medicalimaging was used 3317 times; #RadTwitter (radiology Twitter) was used 942 times; and #RadEd (radiology education) was used 697 times. This collection of 7 keywords is among the most popularly used by the radiology community. CONCLUSIONS Our experience suggests that the radiology community is on Twitter to enhance radiology education. Twitter may seem to be a daunting field of misinformation, but radiologists as well as radiology fellows and residents worldwide have found it to be a platform rich with information and opportunity. Twitter allows information and media to be sent instantly throughout the world. We encourage those in the radiology world not yet or barely using Twitter to get started or more involved in this useful and popular social media platform.
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Comparison of Intercom and Megaphone Hashtags Using Four Years of Tweets From the Top 44 Schools of Nursing: Thematic Analysis. JMIR Nurs 2021; 4:e25114. [PMID: 34345795 PMCID: PMC8279434 DOI: 10.2196/25114] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 12/17/2020] [Accepted: 04/01/2021] [Indexed: 01/29/2023] Open
Abstract
Background When this study began in 2018, I sought to determine the extent to which the top 50 schools of nursing were using hashtags that could attract attention from journalists on Twitter. In December 2020, the timeframe was expanded to encompass 2 more years of data, and an analysis was conducted of the types of hashtags used. Objective The study attempted to answer the following question: to what extent are top-ranked schools of nursing using hashtags that could attract attention from journalists, policy makers, and the public on Twitter? Methods In February 2018, 47 of the top 50 schools of nursing had public Twitter accounts. The most recent 3200 tweets were extracted from each account and analyzed. There were 31,762 tweets in the time period covered (September 29, 2016, through February 22, 2018). After 13,429 retweets were excluded, 18,333 tweets remained. In December 2020, 44 of the original 47 schools of nursing still had public Twitter accounts under the same name used in the first phase of the study. Three accounts that were no longer active were removed from the 2016-2018 data set, resulting in 16,939 tweets from 44 schools of nursing. The Twitter data for the 44 schools of nursing were obtained for the time period covered in the second phase of the study (February 23, 2018, through December 13, 2020), and the most recent 3200 tweets were extracted from each of the accounts. On excluding retweets, there were 40,368 tweets in the 2018-2020 data set. The 2016-2018 data set containing 16,939 tweets was merged with the 2018-2020 data set containing 40,368 tweets, resulting in 57,307 tweets in the 2016-2020 data set. Results Each hashtag used 100 times or more in the 2016-2020 data set was categorized as one of the following seven types: nursing, school, conference or tweet chat, health, illness/disease/condition, population, and something else. These types were then broken down into the following two categories: intercom hashtags and megaphone hashtags. Approximately 83% of the time, schools of nursing used intercom hashtags (inward-facing hashtags focused on in-group discussion within and about the profession). Schools of nursing rarely used outward-facing megaphone hashtags. There was no discernible shift in the way that schools of nursing used hashtags after the publication of The Woodhull Study Revisited. Conclusions Top schools of nursing use hashtags more like intercoms to communicate with other nurses rather than megaphones to invite attention from journalists, policy makers, and the public. If schools of nursing want the media to showcase their faculty members as experts, they need to increase their use of megaphone hashtags to connect the work of their faculty with topics of interest to the public.
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#FNAFriday: How cytopathologists learn, teach, and share knowledge on Twitter. Diagn Cytopathol 2020; 48:706-710. [PMID: 32400974 DOI: 10.1002/dc.24461] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 04/16/2020] [Accepted: 04/24/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND Twitter is an expanding social media network among cytopathologists to share knowledge. Tweets are made up of text which may also include images or video. All tweets labeled under a hashtag can be tracked. The #FNAFriday hashtag was created in 2015 by one of the authors (X.J.) to build a community of individuals, to educate and share interesting cases, and highlight a variety of diagnoses with FNA specimens. METHODS We retrospectively extracted all tweets labeled with #FNAFriday from April 2015 to mid-February 2019 (47 mo) using the Twitter search engine. The data point included: author, number of figures, type of cytology-stain, use of immunocytochemistry, histochemistry or molecular techniques, and the subspeciality. The educational content was categorized as: live-tweeting, training activities, and publication references. The number if comments, retweets and likes was also recorded. RESULTS A total of 349 original tweets using #FNAFriday were tracked with an average of 7.43 tweets/month. We describe the "top three" countries with most tweets, active users and subspecialties. The most frequent stain was Papanicolau and part of the content of the tweets was using cellblock (14.04%), histologic correlation (10.03%), immunocytochemistry (8.60%), molecular tests (2.01%), gross pictures (4.58%), and radiologic pictures (3.4%). CONCLUSION The presence of cytopathologists on Twitter who want to share their cases has increased. The weekly FNAFriday label with other cytology hashtags is a specific keyword for those interested in the field.
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Mental health nurses' use of Twitter for professional purposes during conference participation using #acmhn2016. Int J Ment Health Nurs 2018; 27:804-813. [PMID: 28664648 DOI: 10.1111/inm.12367] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/21/2017] [Indexed: 11/27/2022]
Abstract
Scholars across different disciplines use Twitter to promote research and to communicate with society. Most conferences nowadays have their unique hashtag in which participants can communicate in real time. Previous research has reported on conference participants' use of Twitter, but no such studies are available in the field of mental health nursing. Thus, the explicit aim of the present study was to examine conference participants' use of Twitter during the 42nd International Mental Health Nursing Conference. Freely-accessible data were mined via a social media platform under the hashtag #acmhn2016. The total dataset consisted of 1973 tweets, and was analysed with descriptive statistics and a directed content analysis. The results demonstrated that 37% of the tweets were original posts, and 63% were engagements. In total, 184 individual accounts engaged in Twitter during the conference, and 16.4 tweets were posted hourly. Most tweets were categorized as conference/session-related content, but Twitter was also used for socializing with other participants. The most frequently-used words mirror a clear connection to a person-centred approach, and deviate from the biomedical terminology. However, not all of the conference participants engaged on Twitter, and might thereby risk being excluded from this backchannel.
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Assessment of hashtag (#) campaigns aimed at health awareness in social media. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2018; 7:114. [PMID: 30271799 PMCID: PMC6149119 DOI: 10.4103/jehp.jehp_37_18] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 06/02/2018] [Indexed: 05/16/2023]
Abstract
INTRODUCTION The use of social media to disseminate major communications, particularly for campaigns related to days of health importance, is becoming much popular. The use of Twitter, Instagram, and Facebook is gaining an integral place in public life online with hashtag campaigns. OBJECTIVES The objectives of this study were to assess the characteristics of hashtag campaigns related to health in social media and to compare three different campaigns in three commonly used social media platforms, namely, Twitter, Instagram, and Facebook. METHODOLOGY This was a cross-sectional study which analyzed contents of three health-related campaigns in Instagram, Facebook, and Twitter. The campaigns were #let's talk (World Health day 2017), Hands up #HIV prevention (World AIDS day 2016), and #No tobacco (World No Tobacco Day 2017). Public posts related to each were searched from three platforms and assessed separately. Source, publicity, credibility, reach outs, and other characteristics were assessed among each campaign and comparison was also done among the three social media. RESULTS Out of 812 posts, 507 (62.4%) were related to the study. Facebook posts were more related (67.33%), popular (45.05%), and authenticated (28.22%). Among the campaigns, # let's talk was more credible (96.33%) and authenticated (33.94%). Also in that, 57.79% from individual source and 79.82% were awareness related. CONCLUSION Posts in social media related to hashtag campaigns are more credible, related, and less popular. These factors have to be considered for the campaigns to become an effective tool.
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Abstract
Colorectal surgeons have lagged behind other professionals in the use of social media. Currently, Twitter is the most widely utilized social platform for professional purposes among them. Connection and contagion are the two key actions that, together with immediate feedback and quantifiable impact, favor the use of Twitter over other social networks. In early 2016, a group of colorectal surgeons launched the #colorectalsurgery hashtag and, in less than 1 year, the ecosystem has incorporated over 2,600 users that generated over 24,000 tweets and 100 million impressions. "Live-Tweeting" surgical conferences by attendees including institutional or society accounts have greatly contributed to the success of the initiative. However, there are some barriers to a more wide adoption of social media, such as misrepresentation of non-peer-reviewed data, challenges to intellectual property protection, or even damage to the professional image. Active engagement with the #colorectalsurgery community may result in benefits for the global surgery community through information sharing, social interactions, personal branding, and research.
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Abstract
Travel medicine practitioners, perhaps more so than medical practitioners working in other areas of medicine, require a constant flow of information to stay up-to-date, and provide best practice information and care to their patients. Many travel medicine providers are unaware of the popularity and potential of the Twitter platform. Twitter use among our travellers, as well as by physicians and health providers, is growing exponentially. There is a rapidly expanding body of published literature on this information tool. This review provides a brief overview of the ways Twitter is being used by health practitioners, the advantages that are peculiar to Twitter as a platform of social media, and how the interested practitioner can get started. Some key points about the dark side of Twitter are highlighted, as well as the potential benefits of using Twitter as a way to disseminate accurate medical information to the public. This article will help readers develop an increased understanding of Twitter as a tool for extracting useful facts and insights from the ever increasing volume of health information.
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The value and use of social media as communication tool in the plant sciences. PLANT METHODS 2013; 9:26. [PMID: 23845168 PMCID: PMC3716900 DOI: 10.1186/1746-4811-9-26] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Accepted: 07/09/2013] [Indexed: 05/29/2023]
Abstract
Social media now complements many parts of our lives. Facebook, Twitter, YouTube and many other social networking sites allow users to share and interact with online content and to connect with like-minded people. Its strengths - rapid dissemination and amplification of content and the ability to lead informal conversations - make it a powerful tool to use in a professional context. This commentary explains the overall concept of social media and offers suggestions on usage and possible types of scientific content. It advises researchers on the potential benefits and how to take a strategic approach towards building a social media presence. It also presents examples of effective social media use within the plant science community. Common reasons for scientists to not engage with social media include the fear of appearing unprofessional, posting something wrong or being misunderstood, or a lack of confidence in their computer skills. With the rapid changes in academic publishing, dissemination and science communication, as well as the rise of 'altmetrics' to track online engagement with scientific content, digital literacy will become an essential skill in a scientist's tool kit.
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