Innovating Online Otolaryngology: The Development of the ENT Content Engagement and Quality Index for Audiovisual Material.

Introduction The advent of social media platforms, notably TikTok, has significantly transformed the landscape of health information dissemination, offering both opportunities and challenges for public health communication. This study focuses on TikTok's influence on sinus health information, addressing the dual challenge of widespread engagement and the risk of misinformation in otolaryngology, or ENT (ear-nose-throat), information online. We introduce the ENT Content Engagement and Quality Index (ENT-CEQI), a pioneering tool designed to assess the quality and engagement of ENT-related content on TikTok, aiming to improve public understanding of sinus health. Materials and methods Our methodology involved a systematic analysis of sinus health-related content on TikTok. We collected data on the top 100 most popular videos using the hashtag #sinus at two different points in time, analyzing engagement metrics and content quality. The ENT-CEQI was developed to evaluate content, incorporating both quantitative engagement metrics (views, likes, comments, shares, favorites) and qualitative assessments (accuracy, clarity, relevance, practicality, engagement). The study employed statistical analyses, including trend analysis, correlation analysis, principal component analysis (PCA), KMeans clustering, regression analysis, and the Kruskal-Wallis test, to understand the dynamics of content engagement and quality. Results Initial findings revealed significant disparities in engagement metrics and quality scores among different content creator categories, with physician-generated content showing the highest engagement and quality. The trend analysis indicated shifts in content popularity and quality over time, with a notable increase in views and likes for private company content. The PCA and clustering analyses identified distinct content clusters, offering insights into viewer engagement patterns. Regression analysis and the Kruskal-Wallis test, however, did not find significant predictors (p-value: 0.3916) of content quality or differences in likes across content types, suggesting complex factors influencing content engagement and quality perception. Discussion The study highlights TikTok's potential and pitfalls in disseminating sinus health information. The introduction of the ENT-CEQI represents a major step toward enhancing the evaluation of health content on social media, emphasizing the importance of accuracy, clarity, and relevance in public health communication. The analysis underscores the complexity of social media engagement and the need for robust tools to assess content quality. It also points to the critical role of healthcare professionals in engaging with the public through social media to combat misinformation. Conclusions TikTok serves as a potent platform for sinus health education, capable of reaching wide and diverse audiences. The ENT-CEQI emerges as a vital tool for assessing the quality and engagement of ENT-related content, guiding content creators toward producing more reliable and informative content. This study contributes to the understanding of social media's role in health communication, advocating for the strategic use of innovative tools such as the ENT-CEQI to enhance public health outcomes through improved online health education and misinformation management.

Impact of the Febrile Podcast and Learning Resource as an Infectious Diseases Education Platform.

Background: Febrile is an infectious diseases (ID) podcast and learning platform with the aim of providing high-quality and accessible ID content for learners. We describe the use of Febrile as a resource for learning and teaching ID as well as learner satisfaction and perceived impact on clinical practice. Methods: The Febrile platform was launched in December 2020 and includes audio podcast episodes, infographics, and detailed online summaries of adult and pediatric ID topics. Production and contributor information is summarized. Podcast, website, and social media engagement is reported from available quantitative analytics. An online anonymous survey was conducted to assess educational impact. Results: After 3 years of operation, Febrile has produced 90 episodes and has been downloaded >460 000 times in 196 countries, with the majority of its audience (58.9%) listening from within the United States. A total of 230 participants from 30 countries and 38 US states completed the survey, of whom 79 (34.5%) were ID fellows in training and 78 (34.2%) were ID faculty physicians. Seventy-two percent of survey respondents reported visiting the website, and 82% had seen an infographic. Enhancing core ID knowledge was the primary driver for listening. Two-thirds of respondents indicated that information learned from Febrile has changed their practice, and 50% have used Febrile as a way to teach others. Febrile also led to favorable impressions of ID for those considering ID as a career. Conclusions: Febrile is an engaging platform for ID medical education and provides a unique resource within the global ID community.

Connecting Health and Technology: A Comprehensive Review of Social Media and Online Communities in Healthcare.

This review provides an in-depth analysis of the intersection between health and technology, focusing specifically on social media's and online communities' role in healthcare. It explores the significance of these digital platforms in patient education, empowerment, and support, highlighting their potential to improve healthcare delivery and patient outcomes. Key findings are synthesized by examining existing literature, including the wide-reaching impact of social media on health information dissemination and the value of online communities in facilitating peer support. However, privacy concerns and misinformation are also addressed, emphasizing the need for careful consideration and strategic implementation of these technologies. The implications for healthcare practice and research are discussed, with recommendations for future actions and priorities outlined. Overall, this review underscores the transformative potential of social media and online communities in reshaping the healthcare landscape. It also highlights the importance of ethical and responsible use to maximize benefits.

The myth of lesbian generation loss: Finding intergenerational solidarities in digital sexual selfhood projects.

The contemporary preoccupation with lesbian's potential obsolescence relies on implicit assumptions about the (ir)relevance of lesbian feminism to younger generations. In this article, we use the metaphor of "generation loss" to conceptualize the Gordian knot of affective and ideological ties that lie beneath this preoccupation. Contrary to the narrative of generation loss, we show how young people have begun to take up and share lesbian feminist concepts on social media platforms like TikTok. They do so in the name of resituating lesbian as a political project rather than an exclusionary demographic category. Instead of painting over lesbian feminism with the broad brushes of whiteness and trans-exclusivity, some young lesbians seek out other voices in the archive to debate whether and how this history might be recuperated as a challenge to white, cisnormative heteropatriarchy. Far from finding irrelevance, many revisiting lesbian feminism are excited to discover theories of gender, sexuality, and power that can be adapted to relocate lesbian to more durable and less essentializing territory than its current, narrowly biopolitical home. This presents a crucial opportunity to build bridges across generations and collectively resist the cooptation of lesbians as agents of white supremacist and transphobic political agendas.

Patient experiences and perceptions of kidney stone surgery: what lessons can be learned from TikTok?

Introduction: The aim of this study was to perform an evaluation of patient experiences and perceptions regarding kidney stone surgery on the social media platform TikTok. An increasing number of the public use social media (SoMe) as a platform to share their views regarding their experiences related to surgical treatment. Methods: Using the hashtag #kidneystonesurgery, the 100 most recent video posts as of 01.01.2024 on TikTok were included. As well as demographic data such as gender and location, thematic content was also collected. To achieve this, a previously published framework was used and adapted for application in the setting of kidney stone surgery. This was piloted on 20 sample videos to assess its feasibility before revision and establishment of the final framework. This included the following key areas: Pain, Complications, Anxiety, Recovery, Return to work, Finances, Treatment delays, Diet and Prevention and stent complaints. Results: The majority of posts (95%) were from North America, 80% by females and the mean number of video views was 92,826 (range: 261-2,000,000). 76% of the videos discussed ureteroscopy (URS). 49% were filmed at the hospital, which was named in 9% of the videos. Top three topics discussed were: Recovery (65%), pain (62%) and stents (55%). This was followed by anxiety (39%) and complications (24%). 12% of these videos uploaded by lay people included basic medical information that was wholly incorrect. More than half of the posts (51%) were negative in tone. Treatment delays (5%) and a lack of sufficient preoperative information (4%) were also raised, that appeared to contribute to the negative reports. However, the main cause for negative tone owed to the 80% of the patients (n = 44) who discussed stents that focused their video on the pain suffered from the post operative stent. Conclusion: There is a high level of usership and engagement on TikTok on the subject of kidney stone surgery. The proportion of negative videos is high and much of this is related to the bothersome stent symptoms and complications. This could easily lead to misperceptions among potential patients about the true burden of such adverse events.

Social Media and Urticaria - A Data Audit of Facebook®, LinkedIn®, and Twitter® Posts.

Introduction: Urticaria is a common debilitating dermatological disorder impairing a patient's quality of life. Such patients are increasingly using socialmedia to manage their health and interact with peers, particularly during the ongoing COVID-19 pandemic. Objectives: To explore and analyse the quality of urticaria related social-media information available to patients. Materials and Methods: An in-depth data audit of the three most commonly used social networks viz. Facebook®, LinkedIn®, and Twitter® were done on a single day, as posts may change or lose relevance over time. The word "urticaria" was searched on three social media, and the first 100 posts in each were further analysed. The post-creator was either categorised as "individual" or "group", and non-English posts were excluded. All types of posts have been analysed, including text, images, video, and website links. We also collected the comments/replies, share/re-tweet, and likes on the posts. Results: Among the total 300 social-media posts, the highest number of "individual" posts was on LinkedIn® followed by Twitter® and Facebook® (χ2 = 82.86, P < 0.0001). Regarding thematic content, most Facebook® posts discussed disease symptoms, followed by the promotion of journal or blog posts, and discussion about causative and triggering agents. LinkedIn® was primarily used for the promotion of journal articles or blog posts, followed by educational webinars and urticaria treatment stories. Twitter® users mostly interacted with peers about their urticaria symptoms and perceived etiologic and triggering factors. Regarding the type of post, images were maximally shared on Facebook®, while video/video links and web links were highest on LinkedIn® (χ2 = 21.59, P < 0.0001). Conclusion: The overall quality of urticaria related information on these 3 social media platforms is satisfactory for patients. Dermatologists may consider utilising social media to further educate such patients and improve the overall treatment outcome. The use of such networking channels will continue to grow, as communication remains crucial for urticaria management.

The World's consumption of free web-based Otolaryngology-Head and Neck Surgery educational resources: A global assessment of video usage trends.

Objectives: Online educational platforms with open access have seen a growing adoption in the field of medical education. However, the extent of their global usage is still unclear. To fill this knowledge gap, our objective is to examine the usage patterns of two renowned open-access resources in Otolaryngology. This includes identifying the most sought-after topics and understanding the demographics of their users. Methods: Retrospective study of web analytics data between 2016 and 2021 extracted from the Headmirror.com and Mayo Clinic Otolaryngology YouTube channel platforms analyzing demographic and education topic trends via descriptive, geospatial, time-series, t-tests, and ANOVA analyses. Results: Viewership spanned 124 countries in 7 different geographic regions, with 72 countries comprising low- to middle-income countries, mostly represented ages of 25-34 years old, came from high-income countries rather than low-income (p < .001), and used mobile phones followed by computers for device access. Video-educational material comprised of subspecialty topics on Rhinology and Sinus Surgery (25%) at the highest end and Facial Trauma (1%) at the lowest. Controlling for the age of the video content, the most-accessed videos comprised of subspecialty topics on Head and Neck Surgery at the highest end and Laryngology at the lowest with significant differentiation across topics of interest (p < .044). Conclusions: This assessment of web-analytics platforms from two widely used otolaryngology free, online-access materials showed increasing global usage trends with significant differentiating factors along viewership demographics, as well as sought-after subspecialty topics of interest. In turn, our results not only lay the groundwork for characterizing the global otolaryngology audience but also for future development of targeted educational materials and accessibility initiatives aimed at ameliorating global educational disparities in the field.

#Wematter: Creating culturally tailored health promotion content for Black and Latina college women on Instagram.

Objective: Although students at Minority-Serving Institutions (HBCUs, HSIs, TCUs, AAPISIs) have been found to make sound health choices as compared to their counterparts at Predominately White Institutions and have positive expectancy outcomes of physical activity engagement, it is consistently suggested that MSIs examine and bolster health enhancing avenues. Black and Latina women frequently use social media platforms to connect to content that can initiate and support lifestyle changes or improvements. Thus, establishing culturally relevant health related social media content geared toward Black and Latina College Women (BLCW) may be successful in achieving health-related goals. Therefore, the purpose of this study using social identity theory as a theoretical lens, was to identify the fundamental characteristics of culturally tailored health-related content for BLCW. Method: This study employed a qualitative approach to ascertain the characteristics of culturally tailored health-related content for BLCW. Black and Latina college women were asked to provide feedback on mock culturally tailored health-related content in semi-structured focus groups. Participants discussed the authenticity and cultural relevancy of images designed to promote physical activity engagement and other healthy behaviors. Results: Results indicated that at a minimum, culturally tailored health-related content should include an array of body shapes, authentic language and messaging, in relevant settings. Moreover, BLCW prefer content that is realistic, reflects their experiences, and embodies their relevant identities. Conclusion: Social media content designed to attract and promote healthy lifestyles of BLCW must be comprised of imagery and language that represent the diversity of the priority group. The findings from this study can help to establish best practices when designing content intended to strengthen wellness among college students and young adults.

Relationships Among Pelvic Congestion Syndrome Pain, Daily Activities, and Quality of Life.

OBJECTIVE: To examine women's experiences of pelvic congestion syndrome (PCS) pain. DESIGN: Descriptive, cross-sectional. SETTING: Online questionnaires in a Facebook PCS support group. PARTICIPANTS: Convenience sample of 143 women who self-identified as being diagnosed with PCS. METHODS: We recruited women through a social media support group and invited them to participate in a self-reported questionnaire. We collected demographic information and used the McGill Pain Questionnaire to elicit responses related to pain quality, pain intensity, quality of life, and satisfaction with health care. We analyzed data using descriptive statistics and correlation coefficients. RESULTS: Respondents characterized their PCS pain as exhausting, stabbing, sharp, shooting, and tender. Respondents indicated that 19 of 24 daily activities increased PCS pain, whereas only 5 reduced PCS pain. Pain intensity was negatively related to the quality of life, health satisfaction, sleep, and sexual relationships. CONCLUSION: Chronic pelvic pain from PCS severely affected quality of life among respondents. These findings suggest a difference in the presentation of PCS from historical pain depictions and further highlight the need to identify pain profiles to increase timely and precise diagnosis. Further research is needed to evaluate interventions to increase the quality of life for women with PCS.

Appearance comparison on social networking sites and body shame: The role of negative body talk and perceived sociocultural influences on body image.

Social media platforms play a significant role in the lives of young people. While the usage of these platforms has grown, research exploring the challenges of body image remains limited. This study investigated whether initiating negative body talk functioned as an indirect pathway between appearance comparison on social media and body shame and whether perceived sociocultural influences from parents, friends, and media on body image moderated this indirect effect. An online cross-sectional survey of 795 Chinese college students (Mage = 20.17, SD = 1.65; 60% female, 40% male) was conducted. Negative body talk was a partial indirect pathway in the association, and this indirect effect was significant among those experiencing higher sociocultural pressures from all three sources. This study highlights the need for health psychology in understanding and addressing the mental health consequences associated with digital media and sociocultural influences on body image perception.

Relationships among health-related social media use, knowledge, worry, and cervical cancer screening: A cross-sectional study of US females.

OBJECTIVE: This study aimed to explore the relationship between health-related social media use and HPV-related health knowledge, attitudes, and practices (KAP). METHOD: Data were derived from a subset of the national cohort from the 2022 Health Information National Trends Survey (HINTS 6), including only women aged 21 to 65 years old (n = 2013). Ordinary least squares regression and structural equation modeling were used to answer the research question and test hypotheses. RESULTS: Participants with a family history of cancer, higher education, and White showed more HPV knowledge. Older females were associated with lower HPV knowledge, less worry and fewer timely cervical cancer screening. Additionally, HPV knowledge positively predicted worry and cervical cancer screening. Health-related social media use positively predicted HPV knowledge, worry, and cervical cancer screening. CONCLUSION: This study identified populations with HPV knowledge and hesitated cervical cancer screening and tested hypothesized models that combine social media use with the KAP survey. PRACTICE IMPLICATIONS: Future health interventions should strategically leverage the role of social media to enhance public awareness of HPV knowledge and cancer concerns. By promoting HPV knowledge and awareness, such interventions can subsequently encourage timely cervical cancer screening.

Using Social Media and Artificial Intelligence to Find Your Purpose.

These days, the distractions of the digital world often obscure the journey to discover one's purpose. Yet these distractions hold clues to that very purpose. This article explores social media and artificial intelligence (AI) as tools to assist individuals in uncovering and expressing their purpose. As a test subject, my social media data were analyzed by AI to identify my purpose, using accounts from LinkedIn, Facebook, Instagram, and WhatsApp. This led to my creating an AI bot named Purpose GPT, which is customized to facilitate the exploration of purpose across personal growth, professional development, thought leadership, and legacy-building dimensions. Purpose GPT employs ChatGPT 4 and the Educated Change Digital Twin technology to provide a nuanced approach to understanding and discovering one's multi-dimensional purpose in this world.

Natural language processing of online support group postings reveals patients' perspectives on strategies for managing psoriasis.

Psoriasis is a chronic skin disorder, and patients encounter high physical and psychosocial burdens. Social media forums feature extensive patient-generated comments. We hypothesized that analyzing patient-posted comments using natural language processing would provide insights into patient engagements, sentiments, concerns, and support, which are vital for the holistic management of psoriasis. We collected 32,000 active user comments posted on Reddit. We applied Latent Dirichlet Allocation to categorize posts into popular topics and employed spectral clustering to establish cohesive themes and word representation frequency within these topics. We sorted posts into 29 significant topics of discussion and categorized them into four categories: management (37.48%), emotion (21.57%), presentation (19.79%), and others (3.57%). The frequent posts on management were diet (7.23%), biologics (6.95%), and adverse effects (3.88%). The emotion category comprised negative sentiments (11.02%), encouragement (5.49%), and gratitude (5.06%). The presentation topic included a discussion of scalp (5.69%), flare-timing (3.63%), and arthritis (2.64%). Others comprised differential diagnosis (5.01%), leaky gut (4.12%), and referrals (3.70%). This study identified patients' experiences and perspectives associated with psoriasis, which should be considered to tailor support systems to improve their quality of life.

The mediating role of social media addiction and phubbing in basic psychological needs in relationships and relationship satisfaction.

This study aimed to examine the mediating role of phubbing and social media addiction in the correlation between satisfaction levels of basic psychological needs in romantic relationships and relationship satisfaction. The participants were 958 students from various universities in Türkiye. The research utilized demographic information form for personal information of the participants, the Satisfaction of Basic Psychological Needs in Romantic Relationships Scale, the Generic Scale of Phubbing, the Social Media Addiction Scale-Adult Form, and the Relationship Satisfaction Scale. It was concluded in the research that social media addiction and phubbing had a mediating role in the correlation between the needs for love/belonging ß = 0.05, power ß = 0.03, and freedom ß = -0.08 and the relationship satisfaction. The bootstrapping method performed in the study showed that indirect effect of the need for fun on the relationship satisfaction was significant, but in the Sobel test, social media addiction and phubbing was not found to have a mediating role in this correlation (p > 0.05). It was concluded that phubbing had a mediating role for all needs other than the need for fun in the correlation between satisfaction of basic psychological needs in romantic relationships and social media addiction. Finally, social media addiction was found to have a mediating role in the correlation between phubbing and relationship satisfaction. These findings were discussed in line with the literature. As shown by the findings, it was observed that satisfaction of basic psychological needs in romantic relationships affected the relationship satisfaction, and social media addiction and phubbing had a mediating role in that correlation.

People perceive parasocial relationships to be effective at fulfilling emotional needs.

People regularly form one-sided, "parasocial" relationships (PSRs) with targets incapable of returning the sentiment. Past work has shown that people engage with PSRs to support complex psychological needs (e.g., feeling less lonely after watching a favorite movie). However, we do not know how people rate these relationships relative to traditional two-sided relationships in terms of their effectiveness in supporting psychological needs. The current research (Ntotal = 3085) examined how PSRs help people fulfil emotion regulation needs. In Studies 1 and 2, participants felt that both their YouTube creator and non-YouTube creator PSRs were more effective at fulfilling their emotional needs than in-person acquaintances, albeit less effective than close others. In Study 3, people with high self-esteem thought PSRs would be responsive to their needs when their sociometer was activated, just as they do with two-sided relationships.

The 1000 Mitoses Project: A Consensus-Based International Collaborative Study on Mitotic Figures Classification.

Introduction. The identification of mitotic figures is essential for the diagnosis, grading, and classification of various different tumors. Despite its importance, there is a paucity of literature reporting the consistency in interpreting mitotic figures among pathologists. This study leverages publicly accessible datasets and social media to recruit an international group of pathologists to score an image database of more than 1000 mitotic figures collectively. Materials and Methods. Pathologists were instructed to randomly select a digital slide from The Cancer Genome Atlas (TCGA) datasets and annotate 10-20 mitotic figures within a 2 mm2 area. The first 1010 submitted mitotic figures were used to create an image dataset, with each figure transformed into an individual tile at 40x magnification. The dataset was redistributed to all pathologists to review and determine whether each tile constituted a mitotic figure. Results. Overall pathologists had a median agreement rate of 80.2% (range 42.0%-95.7%). Individual mitotic figure tiles had a median agreement rate of 87.1% and a fair inter-rater agreement across all tiles (kappa = 0.284). Mitotic figures in prometaphase had lower percentage agreement rates compared to other phases of mitosis. Conclusion. This dataset stands as the largest international consensus study for mitotic figures to date and can be utilized as a training set for future studies. The agreement range reflects a spectrum of criteria that pathologists use to decide what constitutes a mitotic figure, which may have potential implications in tumor diagnostics and clinical management.

It's Just a Distance Thing: Affordances and Decisions in Online Disclosure of Sexual Violence Victimization.

The Internet offers an alternative context in which personal experiences with sexual violence can be shared. It has been suggested that victims experience lower barriers to disclosing their stories in a digital environment due to an online disinhibition effect and mainly anonymity. However, little is known about the lived experiences of victims who have shared their experiences online regarding these disinhibiting affordances of the Internet. Twenty-three interviews with victims were conducted to understand the digital affordances involved in the online disclosure of sexual victimization. The results suggest that the Internet offers several opportunities (visibility management, asynchronicity, and connectivity) and constraints (lack of non-verbal communication, disclosing online is irreversible, and Internet as a source of triggers) when disclosing sexual violence victimization online. We learn that disclosures are informed by previous experiences and weighed against digital affordances. Victims use multiple platforms or multiple accounts on the same platform and manipulate anonymity and visibility through the settings of online platforms. The Internet offers a potential for informal online peer support. The results have practical implications for victims, clinicians, and support providers for guiding the disclosure process. Furthermore, a re-evaluation and nuance of the online disinhibition theory is suggested. Suggestions for future research are made.

Impact of COVID-19 Pandemic on Social Determinants of Health Issues of Marginalized Black and Asian Communities: A Social Media Analysis Empowered by Natural Language Processing.

PURPOSE: This study aims to understand the impact of the COVID-19 pandemic on social determinants of health (SDOH) of marginalized racial/ethnic US population groups, specifically African Americans and Asians, by leveraging natural language processing (NLP) and machine learning (ML) techniques on race-related spatiotemporal social media text data. Specifically, this study establishes the extent to which Latent Dirichlet Allocation (LDA) and Gibbs Sampling Dirichlet Multinomial Mixture (GSDMM)-based topic modeling determines social determinants of health (SDOH) categories, and how adequately custom named-entity recognition (NER) detects key SDOH factors from a race/ethnicity-related Reddit data corpus. METHODS: In this study, we collected race/ethnicity-specific data from 5 location subreddits including New York City, NY; Los Angeles, CA; Chicago, IL; Philadelphia, PA; and Houston, TX from March to December 2019 (before COVID-19 pandemic) and from March to December 2020 (during COVID-19 pandemic). Next, we applied methods from natural language processing and machine learning to analyze SDOH issues from extracted Reddit comments and conversation threads using feature engineering, topic modeling, and custom named-entity recognition (NER). RESULTS: Topic modeling identified 35 SDOH-related topics. The SDOH-based custom NER analyses revealed that the COVID-19 pandemic significantly impacted SDOH issues of marginalized Black and Asian communities. On average, the Social and Community Context (SCC) category of SDOH had the highest percent increase (366%) from the pre-pandemic period to the pandemic period across all locations and population groups. Some of the detected SCC issues were racism, protests, arrests, immigration, police brutality, hate crime, white supremacy, and discrimination. CONCLUSION: Reddit social media platform can be an alternative source to assess the SDOH issues of marginalized Black and Asian communities during the COVID-19 pandemic. By employing NLP/ML techniques such as LDA/GSDMM-based topic modeling and custom NER on a race/ethnicity-specific Reddit corpus, we uncovered various SDOH issues affecting marginalized Black and Asian communities that were significantly worsened during the COVID-19 pandemic. As a result of conducting this research, we recommend that researchers, healthcare providers, and governments utilize social media and collaboratively formulate responses and policies that will address SDOH issues during public health crises.