Consumer health information seeking in social media: a literature review

Bibliometric analysis confirms expected trends in consumer health information publications

BACKGROUND

This study provides an overview of consumer health information (CHI) scholarly communication trends.

OBJECTIVES

To explore CHI publications trends, journal citations, prolific authors, countries of origin, and distribution of CHI publications.

METHODS

A bibliometric analysis was used; 8953 records from the Web of Science (WoS) and peer-reviewed journal articles from databases, including LISA, MEDLINE, ERIC, PREMEDLINE and EMBASE were analysed.

RESULTS

Publications on CHI rapidly increased from 1980 to 2019, especially during the 1990s and 2000s. Most journals that have published CHI research are based in North America and Europe.

CONCLUSION

The increase in the CHI literature corresponds with that in Internet usage in the 2000s, and explains the availability of CHI content online. This trend is associated with the widespread adoption of personal computers (PCs) and other Internet-enabled gadgets.

A cross-sectional analysis of TikTok's most popular dermal filler videos

Background

Dermal filler injections pose serious risks when administered by untrained individuals or when food and drug administration (FDA) guidelines are not adhered to. This issue may potentially be compounded by a growing reliance on social media platforms for health information.

Objective

Our objective was to analyze the quality of health information in videos published on dermal filler on TikTok.

Methods

We searched three hashtags, #filler (2.4 billion views), #dermalfiller (132.8 million views), and #fillersinjection (137.0 million views) and assessed the top videos returned by TikTok's algorithm that met inclusion criteria. The quality of health information was evaluated using the DISCERN instrument, a validated tool that uses a 1 to 5 scale to assess consumer health information.

Results

Videos received a mean DISCERN score of 1.64 (SD 0.33), indicating significantly low quality. 7% of the videos promoted non-FDA-approved uses of filler. Notably, videos posted by physician assistants or physicians received the highest mean scores (1.92 and 1.72) as well as videos categorized as educational (1.99).

Conclusion

Dermatologists should be aware of the high viewership of low-quality TikTok videos on dermal filler. Dermatologists shall, therefore, understand the importance of their role in providing education to patients on this topic.

Online content on eating disorders: a natural language processing study

BACKGROUND

Online content can inform the personal risk of developing an eating disorder, and it can influence the time and motivation to seek treatment. Patients routinely seek information online, and access to information is crucial for both prevention and treatment. The primary aim of the current study was to quantify the readability scores of online content on eating disorders using natural language processing algorithms, across two languages: English and Italian.

METHODS

Unique terms related to single diagnoses were searched using Google®. The content available on Wikipedia was also assessed. Readability was defined according to the Flesch Readability Ease (FRE) and the Rate Readability Index (RIX). The scientific support of retrieved content and the authoritativeness of sources were measured through standardized variables.

RESULTS

In Italian, online content was more likely published by private psychotherapy institutes or by websites that promote diet-advice or weight-loss. In both languages, the most readable content was on Anorexia Nervosa (RIX 4.18, FRE-en 59.6, FRE-it 41.69), Bulimia Nervosa (RIX 3.99, FRE-en 66.27, FRE-it 39.66) or Binge Eating (RIX 4.01, FRE-en 68.10, FRE-it 38.62). English sources consistently had more references than Italian pages (range 35-182, vs 1-163, respectively). and had a higher percentage of citations available in the target language. The content of these references was mainly reflective of peer-reviewed or clinical manuals.

CONCLUSION

Attention should be given to developing online content for Muscle Dysmorphia and Orthorexia Nervosa, as well as improving the overall readability of online content on eating disorders, especially for languages other than English.

The Role of Optimistic Bias and Affect on Social Media Searches About COVID-19

The preventive health behavior people adopt is partly a result of the risk they perceive from the threat, and health behavior theory has shown that risk communication is a critical part of that outcome. But risk to self and risk to others are often judged differently. Optimistic bias, which describes an unrealistic level of optimism about a threat, is a well described and frequently observed phenomenon in the study of health behavior. Traditional measurements of this construct have typically used the difference in self and other risk levels, which may obscure the impact. This study used a moderated mediation path with other-risk as a moderator of self-risk to study how optimistic bias and emotion about a rapidly changing risk may impact information seeking about it through social medial channels, which represent a still nascent but evolving media for credible health information. Results showed that optimistic bias about developing symptoms of COVID was indeed present and that the effect of perceived self-risk was mediated by fear and anxiety to predict social media searches about the threat. Further, affect and social media search behavior decreased with increasing levels of perceived other risk, indicating optimistic bias served to dampen a person's motivation to seek information. The implications of the results on health behavior theory, risk communication, and public health practice are discussed.

"Does My Kid Have an Ear Infection?" An Analysis of Pediatric Acute Otitis Media Videos on TikTok

INTRODUCTION

With the rise of social media, online platforms have become a common way to access healthcare information. This study examines the quality of pediatric acute otitis media (AOM) videos on TikTok, a popular short-form video social media platform.

METHODS

A TikTok search was conducted between 8/18 and 8/19/2023 using pediatric AOM hashtags: #pediatric acute otitis media management, #kid ear infections remedy, #child ear infections treatment, and #kid ear infection. Data collected include number of views/shares per day, uploader type (nonmedical influencer, lay individual, and medical professional), and content categories. The Patient Education Materials Assessment Tool for Audiovisual Material (PEMAT-AV) and DISCERN questionnaire measured understandability, actionability, and quality of videos. Multivariable linear regression models were used (significance set at ≤0.05).

RESULTS

Of 166 videos, 38.6% (64) of uploaders were medical professionals, and 32.5% (54) were nonmedical influencers. Nonmedical influencer videos were viewed and shared significantly more than those by medical professionals (p < 0.05). Controlling for covariates, physicians were more likely to produce more beneficial and higher quality videos as compared with nonmedical influencers (β = 2.4 and 1.3, p < 0.01, respectively). However, physicians did not have significantly different ratings for understandability compared with nonmedical influencers (β = 0.45, p > 0.05).

DISCUSSION

AOM content on TikTok is often geared toward caretakers of symptomatic children. Although physician-created AOM content was significantly higher quality, these videos reached a statistically smaller audience than those from nonmedical influencers. Addressing misinformation on social media platforms requires physicians to reach larger audiences by producing more actionable and understandable content.

LEVEL OF EVIDENCE

NA Laryngoscope, 2024.

Coping with Non-COVID-19 Health Problems Through Communicative Action in Cyberspace

This study investigated how the online health information behaviors of U.S. adults with illnesses unrelated to COVID-19 virus infection affected their coping with health problems and concerns during the COVID-19 pandemic. Guided by the cybercoping model (Kim & Lee, 2014), the study examined associations between these patients' online information behaviors (information seeking and information forwarding) and coping outcomes (health problems and affective states). The study further explored the mediating roles of health coping processes (problem-and emotion-focused) in the associations between these information behaviors and coping outcomes. Survey data from 687 participants were analyzed using structural equation modeling. The results highlighted the significance of information forwarding in enhancing both coping processes and outcomes, while information seeking enhanced problem-focused coping and health-problem coping outcomes alone. These associations were more pronounced among U.S. adults without chronic conditions than among those with chronic illnesses. These findings' implications, the study's limitations, and suggestions for future research were also addressed.

A Thematic Analysis of Online Uveitis Support Groups

PURPOSE

To report the availability and activity of online uveitis support groups.

METHODS

An online search was conducted for support groups for uveitis. Member count and activity were recorded. Posts and comments were graded along five themes: emotional or personal story sharing, information seeking, offer of outside information, emotional support, and expressions of gratitude.

RESULTS

An online search resulted in 32 support groups for uveitis. Across all groups, there was a median membership of 725 (IQR 1410.5). Of the 32 groups, five were active and accessible at the time of study. In these five groups, 337 posts and 1406 comments were made within the past year. The most prevalent theme in posts consisted of information seeking (84%) while the most prevalent theme in comments consisted of emotion or personal story sharing (65%).

CONCLUSIONS

Online uveitis support groups provide a unique space for emotional support, information sharing, and community building.Abbreviations: OIUF - Ocular Inflammation and Uveitis Foundation.

Assessing the Quality and Reliability of Videos Related to Fibromyalgia on TikTok: A Comprehensive Analysis

Introduction Fibromyalgia, characterized by chronic musculoskeletal pain and associated symptoms, poses significant challenges in diagnosis and management. While social media platforms like TikTok have emerged as popular sources of health information, their variable content quality necessitates critical evaluation. This study aimed to assess the quality and reliability of TikTok videos related to fibromyalgia, thereby enhancing the understanding of their impact on patient education and self-management. Methods A cross-sectional observational study was conducted in June 2024, which analyzed 150 TikTok videos using search terms like "Fibromyalgia", "Fibromyalgia Symptoms", and "Fibromyalgia Treatment". Videos were evaluated for inclusion based on relevance and language (English), by employing the Global Quality Scale (GQS) and Quality Criteria for Consumer Health Information (DISCERN) score for assessment. Statistical analysis was performed by using IBM SPSS Statistics v21.0 (IBM Corp., Armonk, NY). The Kruskall-Wallis test was employed, and a p-value less than 0.05 was deemed statistically significant. Results Of the 150 videos initially reviewed, 96 (64%) met the inclusion criteria. Content categories included disease description (34, 35.42%), symptoms (81, 84.38%), management (64, 66.67%), and personal experiences (63, 65.63%). The videos were uploaded by doctors (8, 8.33%), patients (63, 65.63%), healthcare workers ( 7, 7.29%), and others (18, 18.75%). Mean GQS scores varied significantly by uploader type: doctors (4.63 ± 0.52), healthcare workers (3.43 ± 0.79), patients (2.37 ± 0.81), and others (2.11 ± 0.47) (p<0.001). DISCERN scores followed a similar trend: doctors (3.88 ± 0.64), healthcare workers (2.14 ± 1.46), patients (1.08 ± 0.27), and others (1.61 ± 0.50) (p<0.001). Conclusions TikTok serves as a pivotal platform for fibromyalgia-related discourse, predominantly shaped by patient-generated content. However, even though it provides insights into symptoms and management strategies, gaps exist in comprehensive medical guidance and preventive measures. The study underscores the critical role of healthcare professionals in enhancing content reliability and educational value on social media. Future research should explore cultural and linguistic diversity to broaden the accessibility and relevance of health information on platforms like TikTok.

Changes in Nutritional Habits and Lifestyles Associated With COVID-19 in Jazan, Saudi Arabia: A 2022 Cross-Sectional Survey

BACKGROUND

The COVID-19 pandemic impacted dietary habits and physical activity patterns, with some long-term consequences. This study evaluated the effects of the pandemic on adults' dietary habits and physical activity in Jazan and compared them to pre-pandemic.

METHODS

An analytical cross-sectional survey was conducted among conveniently selected 559 individuals in Jazan, Saudi Arabia, in February 2022 using a validated online questionnaire. Data was collected to assess changes in eating habits, food intake, and weight before and 21 months after lifting of COVID-19 curfew restrictions in the region. Chi-square and McNemar's tests were used for analysis.

RESULTS

The proportion of individuals consuming homemade meals decreased from 50.6% (n=283) before the pandemic to 46.5% (n=260) during the pandemic, while the proportion of participants consuming less than three meals per day increased from 42.2% (n=236) to 45.4% (n=254), and breakfast consumption decreased significantly from 58.1% (n=325) to 53.5% (n=299) (p = 0.033). There was an increase in the consumption of fast food from 10.7% (n=60) to 12.0% (n=67) and dining at restaurants from 18.4% (n=103) to 19.3% (n=108); however, these increases were not statistically significant compared to pre-pandemic rates. During the pre-COVID-19 period, 46.9% (n=262) reported engaging in physical activity one to three times a week, whereas this frequency decreased to 41.3% (n=231) during the pandemic (p = 0.017). In contrast, a significant increase was observed in the duration of computer usage as prior to the pandemic, 20.2% (n=113) reported spending more than five hours per day on the computer, while this proportion increased to 31.8% (n=178) during the pandemic (p < 0.001). Furthermore, a considerable proportion of both males and females, constituting over one-third (n=189) of the total sample, reported an increase in body weight.

CONCLUSION

The findings suggest that the adult population in the Jazan region of Saudi Arabia experienced significant lifestyle changes during the COVID-19 pandemic, including altered dietary patterns and a significant decline in physical activity. To mitigate potential adverse effects on future well-being, it is crucial to implement enduring initiatives promoting healthy lifestyles.

Influence of Social Media and Internet on Treatment Decisions in Adult Female Acne Patients: A Cross-Sectional Survey Study

INTRODUCTION

Adult female acne is a chronic condition that significantly impacts quality of life. The content on social media can influence patients perception of their disease and serve as a channel through which they may seek or obtain treatment options.

OBJECTIVES

This study aims to evaluate the impact of social media usage habits on treatment decisions among adult female acne patients.

METHODS

A cross-sectional, multicenter survey study involved 358 females aged 25 or above, diagnosed with acne. Sociodemographic data were collected, and social media behavior, treatment choices, outcomes, and motivation were explored.

RESULTS

Among 358 participants, 95.3% used at least 1 social media platform; 72.1% sought acne information online. Top platforms used to seek acne information were Google (75.6%), Instagram (72.3%), YouTube (60%), and TikTok (29.4%). For advice, 67.4% consulted doctor accounts, 53.5% non-medical influencers, 53.5% patient accounts, and 36.1% product promotion accounts. Commonly followed advice included skincare products (88%), dietary changes (42.3%), home remedies (38.8%), exercise (30.3%), topical medications (25.2%), and dietary supplements (17.4%). Notably, 20.9% were willing to alter prescribed treatment by their physician for acne based on social media advice. Patient motivations included quick information access (84.1%) and difficulty in securing dermatologist appointments (54.3%).

CONCLUSIONS

The study reveals widespread social media use among adult female acne patients, highlighting concerns about potentially misleading information. Dermatologists can enhance the impact of social media by providing reliable sources for patients.

Navigating Purchase Intentions: The Influence of Reviewers' Comments Moderated by Risk and Trust

Despite previous research on the impact of social media reviews on purchase intention, it is still unclear how individual reviewers' comments impact purchase intentions. To fill in the gap, this study examines the impact of product-related comments on purchase intentions. In terms of contributions, this study evaluates people's dependence on social media for product information and purchase intention while considering risk and trust as moderating factors. The data were collected quantitatively using surveys. The sample consisted of 384 academically advanced adults with high social media engagement. The study hypotheses were tested using the PROCESS macro after exploratory and confirmatory factor analysis, and correlation analysis were conducted. Among those surveyed, it was confirmed that most people sought product-related comments on social media when seeking information about a product they might be interested in purchasing. It was also observed that the risk factor reduced the impact of other variables in the model presented in this study. In conclusion, this investigation is more reliable, and its outcomes benefit scholars, supervisors, merchants, and webmasters, for instance, in establishing a study for future research efforts and providing practical guidance that could boost promotional efforts and marketing activities, especially in this era of artificial intelligence.

A qualitative analysis of college women's experiences with dieting

OBJECTIVE

Dieting is a known risk factor for disordered eating, yet many college women engage in this behavior. Given the popularity of diets, and the risks associated with dieting, it is important to enhance understanding of dieters' experiences. This study utilized a qualitative approach to investigate college women's experiences of dieting.

PARTICIPANTS

Eighty-four woman-identifying undergraduates [42% White, 24% Asian, 20% Black, 14% other; Mage = 19.18 (1.77)] who endorsed dieting were included in the study.

METHODS

Participants provided short-answer responses to open-ended questions. Data were analyzed using a thematic analysis approach.

RESULTS

The following themes were identified: A complicated relationship, variability of experiences, and social factors. Subthemes highlighted the complexity of college women's dieting behavior.

CONCLUSIONS

Results provide important insight into college women's dieting experiences and their consequences. Future qualitative research should aim to understand how to apply these findings to eating disorder prevention efforts.

TherapyTok for Depression and Anxiety: A Quantitative Content Analysis of High Engagement TikTok Videos

PURPOSE

TikTok is increasingly becoming a source of health information, peer support, and validation regarding mental health. The goal of this study was to analyze the content of TikTok videos related to depression and anxiety.

METHODS

The sample included 100 videos, each with at least a million views, discussing either depression, anxiety, or both. The videos were retrieved from hashtag searches. The videos were coded for the type of mental health condition; specific content being discussed (e.g., symptoms or treatment); video presentation (i.e., personal experience, expert information, or general discussion), and more subcategories. Engagement statistics (i.e., likes, views, reposts, and number of comments) for each video were also recorded.

RESULTS

The engagement statistics were higher for personal experience videos than for videos from healthcare professionals. Anxiety was the subject of 57% of the videos irrespective of the search hashtags, and over two-thirds of the videos were created by females. The most discussed topics included the description or enactment of depression/anxiety symptoms (e.g., emotional displays); mention of being diagnosed by a healthcare professional was the least prevalent.

DISCUSSION

These results suggest that depression and anxiety videos featuring personal experiences are prevalent on TikTok with higher engagement compared to similar videos by health professionals. The attribution of generic symptoms to these mental health conditions may result in self-diagnosis. There is a need for more strategic efforts to ensure quality of health content on TikTok and increased focus on digital health literacy to make young social media users critical consumers of online content.

Neural Models for Generating Natural Language Summaries from Temporal Personal Health Data

With an increased interest in the production of personal health technologies designed to track user data (e.g., nutrient  intake, step counts), there is now more opportunity than ever to surface meaningful behavioral insights to everyday users in the form of natural language. This knowledge can increase their behavioral awareness and allow them to take action to meet their health goals. It can also bridge the gap between the vast collection of personal health data and the summary generation required to describe an individual's behavioral tendencies. Previous work has focused on rule-based time-series data summarization methods designed to generate natural language summaries of interesting patterns found within temporal personal health data. We examine recurrent, convolutional, and Transformer-based encoder-decoder models to automatically generate natural language summaries from numeric temporal personal health data. We showcase the effectiveness of our models on real user health data logged in MyFitnessPal (Weber and Achananuparp 2016) and show that we can automatically generate high-quality natural language summaries. Our work serves as a first step towards the ambitious goal of automatically generating novel and meaningful temporal summaries from personal health data.

Revisiting the symptom iceberg based on the Danish symptom cohort - Symptom experiences and healthcare-seeking behaviour in the general Danish population in 2022

Introduction

Healthcare-seeking behaviour may change over time, and some groups are more likely to avoid relevant help seeking, which possibly contributes to social inequity in health. Thus, we developed an expansion of and follow-up to the Danish Symptom Cohort (DaSC) from 2012 and formed the DaSC II, which encompassed a population-based questionnaire study investigating symptoms and healthcare-seeking behaviour. In this paper, we describe the conceptual framework, development and content validity of the questionnaire and a responder analysis of the participants in the DaSC II. We present the symptom iceberg in the Danish general population by estimating the prevalence of symptoms and proportion of contacts to general practitioners (GPs) in 2022. Moreover, we discuss differences in healthcare-seeking behaviour with reference to the 2012 DaSC.

Methods

100,000 randomly selected Danish citizens aged ≥20 years, along with the 44,713 respondents from the 2012 cohort, were invited to participate in a survey. The questionnaire was pilot and field tested prior to distribution. Descriptive statistics were used to estimate symptom prevalence and proportion of GP contacts, and to execute the respondent analysis.

Results

Nine out of ten respondents reported at least one symptom within the preceding four weeks and reported an average of 4.6 symptoms. One in four symptoms were presented to a GP. The highest proportion of GP contacts was found for haematuria (63.3 %) and shortness of breath (51.8 %). For several symptoms, differences between the sexes were found in relation to both prevalence and GP contacts. The proportion of GP contacts was higher in 2022 than in 2012 and was most pronounced for general, frequently experienced symptoms and to a lesser extent for cancer alarm symptoms.

Conclusion

Many symptoms go unreported, which may delay relevant diagnosis; more research on certain symptom categories and population subgroups is needed. Future studies based on the DaSC II form a basis for interventions targeting symptom awareness, healthcare-seeking behaviour and social equity in society and health.

Enabling Health Information Recommendation Using Crowdsourced Refinement in Web-Based Health Information Applications: User-Centered Design Approach and EndoZone Informatics Case Study

BACKGROUND

In the digital age, search engines and social media platforms are primary sources for health information, yet their commercial interests-focused algorithms often prioritize irrelevant content. Web-based health applications by reputable sources offer a solution to circumvent these biased algorithms. Despite this advantage, there remains a significant gap in research on the effective integration of content-ranking algorithms within these specialized health applications to ensure the delivery of personalized and relevant health information.

OBJECTIVE

This study introduces a generic methodology designed to facilitate the development and implementation of health information recommendation features within web-based health applications.

METHODS

We detail our proposed methodology, covering conceptual foundation and practical considerations through the stages of design, development, operation, review, and optimization in the software development life cycle. Using a case study, we demonstrate the practical application of the proposed methodology through the implementation of recommendation functionalities in the EndoZone platform, a platform dedicated to providing targeted health information on endometriosis.

RESULTS

Application of the proposed methodology in the EndoZone platform led to the creation of a tailored health information recommendation system known as EndoZone Informatics. Feedback from EndoZone stakeholders as well as insights from the implementation process validate the methodology's utility in enabling advanced recommendation features in health information applications. Preliminary assessments indicate that the system successfully delivers personalized content, adeptly incorporates user feedback, and exhibits considerable flexibility in adjusting its recommendation logic. While certain project-specific design flaws were not caught in the initial stages, these issues were subsequently identified and rectified in the review and optimization stages.

CONCLUSIONS

We propose a generic methodology to guide the design and implementation of health information recommendation functionality within web-based health information applications. By harnessing user characteristics and feedback for content ranking, this methodology enables the creation of personalized recommendations that align with individual user needs within trusted health applications. The successful application of our methodology in the development of EndoZone Informatics marks a significant progress toward personalized health information delivery at scale, tailored to the specific needs of users.

Virtual lab coats: The effects of verified source information on social media post credibility

Social media platform's lack of control over its content made way to the fundamental problem of misinformation. As users struggle with determining the truth, social media platforms should strive to empower users to make more accurate credibility judgements. A good starting point is a more accurate perception of the credibility of the message's source. Two pre-registered online experiments (N = 525;N = 590) were conducted to investigate how verified source information affects perceptions of Tweets (study 1) and generic social media posts (study 2). In both studies, participants reviewed posts by an unknown author and rated source and message credibility, as well as likelihood of sharing. Posts varied by the information provided about the account holder: (1) none, (2) the popular method of verified source identity, or (3) verified credential of the account holder (e.g., employer, role), a novel approach. The credential was either relevant to the content of the post or not. Study 1 presented the credential as a badge, whereas study 2 included the credential as both a badge and a signature. During an initial intuitive response, the effects of these cues were generally unpredictable. Yet, after explanation how to interpret the different source cues, two prevalent reasoning errors surfaced. First, participants conflated source authenticity and message credibility. Second, messages from sources with a verified credential were perceived as more credible, regardless of whether this credential was context relevant (i.e., virtual lab coat effect). These reasoning errors are particularly concerning in the context of misinformation. In sum, credential verification as tested in this paper seems ineffective in empowering users to make more accurate credibility judgements. Yet, future research could investigate alternative implementations of this promising technology.

Assessment of medical information on irritable bowel syndrome information in Wikipedia and Baidu Encyclopedia: comparative study

Background

Irritable bowel syndrome (IBS) is a functional gastrointestinal disorder (FGID) with heterogeneous clinical presentations. There are no clear testing parameters for its diagnosis, and the complex pathophysiology of IBS and the limited time that doctors have to spend with patients makes it difficult to adequately educate patients in the outpatient setting. An increased awareness of IBS means that patients are more likely to self-diagnose and self-manage IBS based on their own symptoms. These factors may make patients more likely to turn to Internet resources. Wikipedia is the most popular online encyclopedia among English-speaking users, with numerous validations. However, in Mandarin-speaking regions, the Baidu Encyclopedia is most commonly used. There have been no studies on the reliability, readability, and objectivity of IBS information on the two sites. This is an urgent issue as these platforms are accessed by approximately 1.45 billion people.

Objective

We compared the IBS content on Wikipedia (in English) and Baidu Baike (in Chinese), two online encyclopedias, in terms of reliability, readability, and objectivity.

Methods

The Baidu Encyclopedia (in Chinese) and Wikipedia (in English) were evaluated based on the Rome IV IBS definitions and diagnoses. All possible synonyms and derivatives for IBS and IBS-related FGIDs were screened and identified. Two gastroenterology experts evaluated the scores of articles for both sites using the DISCERN instrument, the Journal of the American Medical Association scoring system (JAMA), and the Global Quality Score (GQS).

Results

Wikipedia scored higher overall with DISCERN (p < .0001), JAMA (p < .0001) and GQS (p < .05) than the Baidu Encyclopedia. Specifically, Wikipedia scored higher in DISCERN Section 1 (p < .0001), DISCERN Section 2 (p < .01), DISCERN Section 3 (p < .001), and the General DISCERN score (p < .0001) than the Baidu Encyclopedia. Both sites had low DISCERN Section 2 scores (p = .18). Wikipedia also had a larger percentage of high quality scores in total DISCERN, DISCERN Section 1, and DISCERN Section 3 (p < .0001, P < .0001, P < .0004, respectively, based on the above 3 (60%) rule).

Conclusions

Wikipedia provides more reliable, higher quality, and more objective IBS-related health information than the Baidu Encyclopedia. However, there should be improvements in the information quality for both sites. Medical professionals and institutions should collaborate with these online platforms to offer better health information for IBS.

Patient experiences of information-sharing and patient-centred care across the broad landscape of primary care practice and provision: a nationally representative survey of Australian adults

BACKGROUND

Australian government strategies and frameworks have been developed in recent years to encourage the integration and coordination of primary care delivery; including patient-centred approaches to clinical and preventative care, and health promotion. This study aims to explore patient experiences of information-sharing and patient-centred care across various primary care clinical settings, with a particular focus on clinical encounters with GPs, naturopaths, osteopaths and acupuncturists.

METHODS

Data about healthcare utilisation and experiences from a 63-item cross-sectional survey obtained from a nationally representative sample of Australian adults aged ≥ 18 years were analysed. Chi-square and Kruskal-Wallis H tests were used to explore differences in the experiences of knowledge and information sharing during GP consultations among those who also consulted with a naturopath, osteopath or acupuncturist, compared those who had not. Logistic regression was used to investigate correlations between participants perceptions about GP consultation outcomes, and the GP's information-sharing behaviour or perceived experience of patient-centredness.

RESULTS

Across 2354 participants, verbal explanation (76.3%) and/or individualised handouts (16.8%) were the most common type of information shared in GP consultations. Individuals who consulted with a GP and a naturopath, an osteopath, or an acupuncturist reported a lower rate of receiving a verbal explanation from their GP but higher rate of receiving other types of information sources including handouts. Over one quarter of study participants who visited a GP did not discuss any of their health information with their GP. Information sharing was lower for individuals who also visited a naturopath, osteopath or acupuncturist. Participants scored their consultations with a GP as patient-centred, but these scores were lower among participants who also consulted with at least one other primary care practitioner type included in the study.

CONCLUSIONS

Public health and health services researchers, policymakers and leaders of primary care professions have a role and responsibility to ensure practitioners are confident and competent in sharing health information with their patients that considers their health literacy needs, and the importance of patient-centred care. Research focussed on a more in-depth understanding of the differences and relationships observed across the primary care landscape in this study is recommended.

Perceptions of Health Misinformation on Social Media: Cross-Sectional Survey Study

BACKGROUND

Health misinformation on social media can negatively affect knowledge, attitudes, and behaviors, undermining clinical care and public health efforts. Therefore, it is vital to better understand the public's experience with health misinformation on social media.

OBJECTIVE

The goal of this analysis was to examine perceptions of the social media information environment and identify associations between health misinformation perceptions and health communication behaviors among US adults.

METHODS

Analyses used data from the 2022 Health Information National Trends Survey (N=6252). Weighted unadjusted proportions described respondents' perceptions of the amount of false or misleading health information on social media ("perceived misinformation amount") and how difficult it is to discern true from false information on social media ("perceived discernment difficulty"). Weighted multivariable logistic regressions examined (1) associations of sociodemographic characteristics and subjective literacy measures with misinformation perceptions and (2) relationships between misinformation perceptions and health communication behaviors (ie, sharing personal or general health information on social media and using social media information in health decisions or in discussions with health care providers).

RESULTS

Over one-third of social media users (35.61%) perceived high levels of health misinformation, and approximately two-thirds (66.56%) reported high perceived discernment difficulty. Odds of perceiving high amounts of misinformation were lower among non-Hispanic Black/African American (adjusted odds ratio [aOR] 0.407, 95% CI 0.282-0.587) and Hispanic (aOR 0.610, 95% CI 0.449-0.831) individuals compared to White individuals. Those with lower subjective health literacy were less likely to report high perceived misinformation amount (aOR 0.602, 95% CI 0.374-0.970), whereas those with lower subjective digital literacy were more likely to report high perceived misinformation amount (aOR 1.775, 95% CI 1.400-2.251). Compared to White individuals, Hispanic individuals had lower odds of reporting high discernment difficulty (aOR 0.620, 95% CI 0.462-0.831). Those with lower subjective digital literacy (aOR 1.873, 95% CI 1.478-2.374) or numeracy (aOR 1.465, 95% CI 1.047-2.049) were more likely to report high discernment difficulty. High perceived misinformation amount was associated with lower odds of sharing general health information on social media (aOR 0.742, 95% CI 0.568-0.968), using social media information to make health decisions (aOR 0.273, 95% CI 0.156-0.479), and using social media information in discussions with health care providers (aOR 0.460, 95% CI 0.323-0.655). High perceived discernment difficulty was associated with higher odds of using social media information in health decisions (aOR 1.724, 95% CI 1.208-2.460) and health care provider discussions (aOR 1.389, 95% CI 1.035-1.864).

CONCLUSIONS

Perceptions of high health misinformation prevalence and discernment difficulty are widespread among social media users, and each has unique associations with sociodemographic characteristics, literacy, and health communication behaviors. These insights can help inform future health communication interventions.

Uncovering a pseudoscience: an analysis of 'biological dentistry' Instagram posts

OBJECTIVE

This infodemiology study aimed to analyze characteristics of English-language Instagram posts on 'Biological Dentistry'.

MATERIALS AND METHODS

Using CrowdTangle, we analyzed 500 'Biological Dentistry' posts published on Instagram from May 2017 to May 2022. Two researchers assessed each post for facticity, motivation, author's profile, sentiment, and interaction metrics. Statistical analysis was employed to compare interaction metrics between dichotomized categories of posts' characteristics and determine predictors of misinformation and user engagement.

RESULTS

Over half of the posts (58.4%) were from health-related authors, and a considerable number contained misinformation (68.2%) or were financially motivated (52%). Sentiment was mostly negative or neutral (59.8%). Misinformation was associated with financial motivation (OR = 2.12) and health-related authors (OR = 5.56), while non-health-related authors' posts associated with higher engagement (OR = 1.98). Reliable content, non-health-related authorship, and positive sentiment were associated with increased user interaction.

CONCLUSION

Misinformation about 'Biological Dentistry' on Instagram is mainly spread by financially incentivized health-related authors. Yet, non-health-related authors' posts resonate more with audiences, highlighting a nuanced relationship between content facticity, authorship, and engagement.

Waiting to start abortion: A qualitative exploration of narratives of waiting shared in a Reddit community for abortion post-Dobbs leak in 2022

With the Dobbs leak introducing uncertainty about access and the Dobbs v. Jackson Women's Health Organization decision in June of 2022 overturning the US constitutional right to abortion, delays in accessing desired abortion care are likely growing longer and more common. Timely research on people's experiences waiting to access abortion care is needed. Using data from an abortion subreddit (r/abortion), we analyzed posts that described waiting after having decided to terminate the pregnancy, either by having an in-clinic appointment or ordering medication(s) online for self-managed abortion. Our analysis explored described 1) wait time length, 2) factors contributing to waiting, and 3) impacts of waiting. We used a hybrid inductive and deductive thematic qualitative coding approach to analyze a month-stratified 10% random sample of posts to the r/abortion community in 2022 surrounding the Dobbs leak and decision (May-December, n = 523 posts). Among posts to r/abortion that described waiting to start an abortion (n = 80), wait times ranged from one day to more than a month. Lack of appointment availability and waiting for mailed medications were commonly described as causing delays in accessing in-clinic abortion care and self-managed abortion, respectively. People shared challenges with pregnancy symptoms and feelings of anxiety, fear, isolation, and uncertainty. Posters also commonly described needing additional support while waiting. Overall, waiting to start an abortion was extremely stressful and isolating., with people often waiting weeks between ordering medication or scheduling an appointment and initiating the abortion process. Experiences of waiting to start an abortion and their impacts are of increasing concern as abortion access is further restricted. Additional targeted information and support are needed to mitigate these challenges. Providing timely access is imperative to quality care and overall abortion experiences.

Differences in social media use by COVID-19 vaccination status

The near-ubiquitous use of social media in the United States (U.S.) highlights the utility of social media for encouraging vaccination. Vaccination campaigns have used social media to reach audiences, yet research linking the use of specific social media platforms and vaccination uptake is nascent. This descriptive study assesses differences in social media use by COVID-19 vaccination status among adults overall and those who reported baseline vaccine hesitancy. We used data from a nationally representative longitudinal survey of U.S. adults administered between January 2021-August 2022 (n = 2,908). Results indicated a positive association between frequent Instagram and/or Twitter use and vaccination status (p <.05). Among baseline vaccine hesitant adults, results indicated a positive association between frequent TikTok, Instagram, and/or Twitter use and vaccination status (p <.05). Findings have implications for research that examines the content of social media platforms and their environment on vaccine attitudes and uptake.

Understanding the Effects of News-Finds-Me Perception on Health Knowledge and Information Seeking During Public Health Crises

News-finds-me (NFM) perception is a belief that, in the era of social media, individuals can remain adequately well-informed about current events even if they do not actively seek news. While it has been examined in the context of general and political news, NFM perception has not been explored in the context of other genres of news. Through an online survey involving 1,001 Singaporeans, with the Planned Risk Information Seeking Model, this study examines how NFM perception is related to information seeking and COVID-19 knowledge. An issue-specific NFM perception was also proposed and tested in order to determine whether NFM perception and its associated effects differ when operationalized as general news exposure or issue-specific news relating to COVID-19. The negative relationship between general NFM perception and knowledge and the mediating role of information seeking on social media in this relationship are detected. It is also found that when the NFM perception is issue-specific (i.e. COVID-NFM perception), information insufficiency and intentions of information seeking on social media fully mediated the relationship between NFM perception and knowledge. Theoretical and practical implications are discussed.

Suboptimal status of tummy time for infants in early childhood education institutions in urban China: A cross-sectional study

Background

Although tummy time is recommended as a form of physical activity for non-movable infants worldwide, little is known regarding the current status of tummy time practices among Chinese infants. Early childhood education (ECE) institutions provide children with rich learning experiences; however, tummy time practices among infants in these ECE institutions were unclear. This study aimed to investigate the status of tummy time among infants within the context of ECE institutions.

Methods

We conducted a cross-sectional survey with primary caregivers of infants aged 0-11 months across 31 provinces of China from 1 March to 30 April 2023. To recruit participants, we collaborated with Gymboree Play & Music, an ECE institution with over 500 centres in nearly 200 cities in urban China. Our survey instrument was developed based on the World Health Organization (WHO) guidelines and literature to collect data on infants' tummy time practices, caregivers' tummy time knowledge and information sources. We used self-administered questionnaires through WeChat, in which participants scanned a quick response (QR) code to complete the questionnaire.

Results

We included 1040 infants and their primary caregivers, with 504 infants aged 0-5 and 536 infants aged 6-11 months old. Less than half of infants (48.2%) started tummy time in the neonatal period, with 20.5% starting within two weeks after birth. Only 27.2% of infants engaged in at least 30 minutes of tummy time during the last 24 hours, with infants aged 0-5 months significantly lower than those aged 6-11 months (21.6 vs 32.5%, P < 0.0001). No significant difference was found between attending ECE class and non-attending ECE class groups for the proportion of infants with tummy time ≥30 minutes per day (28.9 vs 23.4%, P = 0.0625); however, infants aged 0-5 months in the attending group engaged in longer duration of tummy time than those in the non-attending group (P = 0.0005). The compliance with the tummy time guidelines in infants receiving long-nurturing care was significantly higher than those receiving short-nurturing care (30.4 vs 22.1%, P = 0.0036). Only 42.7% of caregivers knew that at least 30 minutes daily tummy time was necessary for infant, and more primary caregivers in the attending group knew that, compared to the non-attending group (45.3 vs 36.8%, P = 0.0098).

Conclusions

The current status of infants' tummy time practices and caregivers' knowledge are generally suboptimal within the context of ECE institutions in urban China. Longer nurturing time contributes to higher compliance with tummy time guidelines. Effectively promoting tummy time practices through multiple channels in China is crucial.

What Drives Health Information Exchange on Social Media? Social Media Affordances and Social Support Perspectives

Despite the prevalence of health communication on social media, the mechanisms by which social media affect health information exchange have received less than adequate investigation. By integrating the lenses of affordance and social support, this study examines the effect of social media affordances on health information exchange, with a particular focus on the mediation effect of social support and the boundary condition of health consciousness. Results of an online survey indicated that the affordances of information accessibility and metavoicing are positively related to both general and experiential informational support. Moreover, the affordance of association is positively related to experiential informational support and emotional support. Additionally, three types of social support have positive effects on health information exchange, and health consciousness positively moderates the effect of experiential informational support on health information exchange. This study enriches existing literature by revealing the underlying mechanisms and boundary conditions of the relationship between social media affordances and health information exchange. Furthermore, it provides new insights for practitioners to promote health information exchange on social media.

The emergence of MedTok: a qualitative analysis of popular medical TikTok videos

Social media is increasingly being used by the public as a medium for health information. Unfortunately, misinformation has become widely available on these sites, often being provided using content that is designed to be more popular and engaging, and it is difficult for the public to differentiate between what is true and what is false. TikTok is one of these platforms and has been rapidly growing over the last few years. As an increasing number of people look to TikTok for their health information, it is important that quality information is accessible and popular on the platform. We conducted a review of TikTok videos using the top 10 videos to show when searching for 13 common conditions. Characteristics of both the creator and video were recorded and analyzed. Videos on conditions commonly diagnosed younger were commonly produced by younger creators with the condition, often based on their own experiences. Conversely, videos on conditions commonly diagnosed older were commonly produced by healthcare professionals providing educational information. Though for conditions affecting older individuals healthcare professionals may be able to create didactic, educational videos, for those affecting younger individuals, it may be beneficial to partner with younger creators, or "influencers," to produce more viral content. Further studies may expand on these ideas to encompass more facets of healthcare. As this study did not analyze the quality of the information in the videos, future research should also focus on determining the quality of popular content on TikTok and other social media platforms.

An Elicitation Study to Understand Young Adults' Beliefs About Seeking Health Information From Social Media Influencers

Social media influencers increasingly make health recommendations on social media. Research on influencer health messaging is mixed in that some studies show it can result in misleading or harmful health information, and others demonstrate it can lead to beneficial behavioral outcomes. However, there is little research on young adults' beliefs about following health guidance from influencers. Guided by the reasoned action approach, this study examined young adults' attitudes, normative beliefs, and control in seeking health information from social media influencers using focus groups (n = 31). Results suggest that young adults obtain health information from influencers and perceive them as a source of health education. Several barriers to getting health information from influencers were mentioned, including sponsorship, lack of credibility, and perceived normative pressure to critically analyze influencer content from peers and family. Practical and theoretical implications for future research are discussed.

Qualitative Assessment of Vulvovaginal Health Information on Social Media

STUDY OBJECTIVE

Adolescents and young adults use vulvovaginal hygiene practices, products, and treatments. Access to social media platforms allows health information, including gynecologic care, to be easily disseminated and more accessible. Our objective was to characterize and assess vulvovaginal health information available on a popular video-sharing social media platform.

METHODS

In this cross-sectional analysis study, search terms related to vulvovaginal health were included to assess the top videos appearing on June 15, 2022. Descriptive statistics, uploader demographic characteristics, and content characteristics were recorded for each video. Information quality was evaluated using the DISCERN instrument.

RESULTS

One hundred and sixty-four videos met the study criteria with a combined total of over 500 million views, over 1.5 million shares, and nearly 60 million likes. Over 90% of videos consisted of educational content or product advertisements, and nearly 70% of videos provided information on general vulvovaginal hygiene and health. Seventy-five percent of videos were uploaded by private companies and nonmedical individuals. The mean DISCERN score was 1.6 out of 5. Medical providers scored significantly better than other uploaders on 12 of 16 DISCERN items, and mean overall publication quality scores were significantly higher for videos created by medical providers than nonmedical individuals and private companies (P < .0001).

CONCLUSION

Social media platforms are a popular medium for vulvovaginal health information, accumulating over half a billion views within a short timeframe. Although medical providers had fewer shortcomings in their videos, the overall quality of health information shared was low, with serious or extensive shortcomings.

How does health communication on social media influence e-cigarette perception and use? A trend analysis from 2017 to 2020

OBJECTIVE

E-cigarettes have achieved a high prevalence rapidly. While social media is among the most influential platforms for health communication, its impact on attitudes and behaviors of e-cigarettes and its changes over time remain underexplored. This study aims to address the gap.

METHODS

Four years of data (2017-2020) were derived from the U.S. Health Information National Trends Survey (HINTS) (aged 18-64 years, n = 9,914). Initially, key variables were compared across years. Furthermore, guided by the health belief model, we employed a moderated mediation model to examine the influence of social media health communication on the public's perceptions and behaviors related to e-cigarettes, distinguishing between smokers and non-smokers throughout the four-year period.

RESULTS

The evidence shows a process of dynamic interaction between communication, perception, and behavior. (1) We observed an increasing trend of social media health communication (SMH) and perceived relative harm of e-cigarettes (PHE). (2) Higher SMH was associated with more e-cigarette use directly in 2019. (3) Higher SMH was associated with less e-cigarette use indirectly through PHE in 2020. (4) Smokers consistently displayed heightened sensitivity in responding to harm perception compared to non-smokers.

CONCLUSIONS

The findings support two mechanisms underlying the association between SMH and e-cigarette use: direct and indirect. The changes in the pathways during the timespan may have been influenced by increased e-cigarette information on social media and public health events like COVID-19. Stricter regulations for unverified e-cigarette advertisements and anti-e-cigarette education on social media are called for to curtail e-cigarette use.

Exploring online health information seeking and sharing among older adults: a mini-review about acceptance, potentials, and barriers

Online health information seeking (OHIS) is understood by health care, health promotion, and disease prevention experts as a resource for healthy aging. It is particularly relevant for older adults since this population can benefit significantly from the accessibility and convenience of online health platforms and health information. Nevertheless, empirical findings regarding the acceptance, potentials, and barriers of OHIS among older adults are limited. This mini-review aims to explore the level of acceptance of OHIS, including passive reading of information and active interactions with peers, among the older population. Furthermore, it examines the potentials and barriers associated with such practices. The findings ultimately emphasize the evolving landscape of internet health information exploration among older adults and the potential advantages and challenges that may arise, especially in the context of active interactions with peers.

Predicting state level suicide fatalities in the united states with realtime data and machine learning

Digital trace data and machine learning techniques are increasingly being adopted to predict suicide-related outcomes at the individual level; however, there is also considerable public health need for timely data about suicide trends at the population level. Although significant geographic variation in suicide rates exist by state within the United States, national systems for reporting state suicide trends typically lag by one or more years. We developed and validated a deep learning based approach to utilize real-time, state-level online (Mental Health America web-based depression screenings; Google and YouTube Search Trends), social media (Twitter), and health administrative data (National Syndromic Surveillance Program emergency department visits) to estimate weekly suicide counts in four participating states. Specifically, per state, we built a long short-term memory (LSTM) neural network model to combine signals from the real-time data sources and compared predicted values of suicide deaths from our model to observed values in the same state. Our LSTM model produced accurate estimates of state-specific suicide rates in all four states (percentage error in suicide rate of -2.768% for Utah, -2.823% for Louisiana, -3.449% for New York, and -5.323% for Colorado). Furthermore, our deep learning based approach outperformed current gold-standard baseline autoregressive models that use historical death data alone. We demonstrate an approach to incorporate signals from multiple proxy real-time data sources that can potentially provide more timely estimates of suicide trends at the state level. Timely suicide data at the state level has the potential to improve suicide prevention planning and response tailored to the needs of specific geographic communities.

Healthy sleep practices for shift workers: consensus sleep hygiene guidelines using a Delphi methodology

STUDY OBJECTIVES

The unique requirements of shift work, such as sleeping and working at variable times, mean that current sleep hygiene guidelines may be inappropriate for shift workers. Current guidelines may also contradict fatigue management advice (e.g. advising against daytime napping). The present study utilized a Delphi methodology to determine expert opinion regarding the applicability of current guidelines for shift workers, the appropriateness of the term "sleep hygiene," and develop tailored guidelines for shift workers.

METHODS

The research team reviewed current guidelines and existing evidence to draft tailored guidelines. Seventeen individual guidelines, covering sleep scheduling, napping, sleep environment, bedtime routine, substances, light exposure, diet, and exercise were drafted. Experts from sleep, shift work, and occupational health fields (n = 155) were invited to review the draft guidelines using a Delphi methodology. In each round, experts voted on individual guidelines, with 70% agreement considered consensus. Where consensus was not reached, written feedback from experts was discussed and incorporated into subsequent iterations.

RESULTS

Of the experts invited, 68 (44%) agreed to participate, with 55 (35%) completing the third (final) round. Most experts (84%) agreed that tailored guidelines were required for shift workers. Consensus was reached on all guidelines after three rounds. One additional guideline (sleep inertia) and an introductory statement were developed, resulting in a final set of 18 individual guidelines, termed "healthy sleep practices for shift workers."

CONCLUSIONS

This is the first study to develop tailored sleep hygiene guidelines for shift workers. Future research should investigate the acceptability and effectiveness of these guidelines amongst shift workers.

The Effects of a Parent-Focused Social Media Intervention on Child Sun Safety: Pilot and Feasibility Study

BACKGROUND

Middle childhood (ages 8-12 years) is a critical period for forming behavioral habits and reducing the risk for the development of skin cancer later in life. During this time, children develop more autonomy and spend more unsupervised time away from their parents. Professional agencies recommend that all children engage in regular sun protection behaviors and avoid the sun during peak daytime hours. Unfortunately, in middle childhood, child sun protection often declines and UV radiation exposure increases. Effective parenting involves balancing ways to encourage the child's increasing independence while providing practical assistance to ensure sun protection is implemented.

OBJECTIVE

The goal was to evaluate the feasibility, acceptability, and preliminary effects of Sun Safe Families, a Facebook group intervention for parents of children between 8 and 12 years of age.

METHODS

The team developed Facebook messages targeting parent knowledge, normative influences, sun safety barriers, planning and goal setting, confidence in implementing sun safety, communication, forming habits, and managing sun safety in risky situations. A total of 92 parents were enrolled, and the groups ran for 6 weeks. Feasibility was measured by enrollment and retention rates. Acceptability was measured by engagement in the Facebook groups. Satisfaction was assessed by a treatment evaluation. At pre- and post-intervention, parents completed measures of child sun protection, UV radiation exposure, sunburn, sun safety knowledge, child risk, barriers, sun protection self-efficacy, planning, sun safe habits, norms for child sun safety, and communication about sun safety.

RESULTS

Enrollment (64.3%, 92/143) and retention (94.6%, 87/92) were good. On average, participants viewed 67.6% (56.8/84) of posts, "liked" 16.4% (13.77/84) of posts, commented on 14.8% (12.43/84) of posts, and voted on 46% (6.4/14) of polls. Satisfaction was excellent. From pre- to post-intervention, there were significant increases in child sun protection, sun exposure, and sunburn (P<.01; moderate effect sizes), as well as statistically significant increases in planning and self-efficacy (P<.05) and family norms and parent communication (P<.01).

CONCLUSIONS

This study demonstrated high survey retention, acceptability, and satisfaction with the intervention. There were promising preliminary effects on child sun protection behaviors and parent sun protection attitudes and communication with their child. Replication with a larger sample size and a comparison condition is warranted.

A model of purchase intention of complementary and alternative medicines: the role of social media influencers' endorsements

BACKGROUND

Social Media Influencers (SMIs) are a fashionable way of marketing products by creating electronic word-of-mouth (e-WOM) on social media. The marketing of complementary and alternative medicines (CAMs) by SMIs is becoming increasingly popular and gaining credibility within consumers on social media platforms. Nonetheless, advising about healthcare products on social media should be examined as it is different from endorsing other kinds of commercial products. The aim of this study is to develop a model that provides the underlying mechanisms of the stimuli of SMIs on social media towards consumers' purchase intention of CAMs.

METHODS

This study used best fit framework synthesis methods to develop the model. A priori theory selection was conducted by identifying a BeHEMoTh strategy (Behavior of Interest, Health context, Exclusions and Models or Theories) to systematically approach identifying relevant models and theories relative to the research aim. Further evidence derived from primary research studies that describe the behavior identified is coded against selected a priori theory to develop the model.

RESULTS

This study presents a novel model for understanding the purchase behavior of CAMs using SMIs as a marketing strategy. The model included two well-known theories (theory of planned behaviour theory and source credibility theory) as well as extensive existing research from a multidisciplinary perspective. The model is exclusively designed to help identify elements affecting perceived source credibility and factors that have an influence over consumers' preferences to purchase CAMs by taking into consideration SMIs' endorsements.

CONCLUSIONS

This study provides unique insights introducing new research areas to health literature and offers, new roles for healthcare professionals in this digital era by gaining new skills and competencies required to provide more credible and accurate information about CAMs. The study also highlights the new marketing era of online health-related product endorsements and recommends that policymakers and researchers carefully evaluate the impact of SMI's on the use of CAMs, as well as to regulate the content of these promotional materials.

Digital Medical Information Services Delivered by Pharmaceutical Companies via WeChat: Qualitative Analytical Study

BACKGROUND

Social media has become one of the primary information sources for medical professionals and patients. Pharmaceutical companies are committed to using various social media platforms to provide stakeholders with digital medical information services (DMISs), which remain experimental and immature. In China, WeChat tops the list of popular social media platforms. To date, little is known about the service model of DMISs delivered by pharmaceutical companies via WeChat.

OBJECTIVE

This study aims to explore the emerging service model of DMISs delivered by pharmaceutical companies via WeChat in China.

METHODS

This study applied a qualitative research design combining case study and documentary analysis to explore the DMISs of 6 leading pharmaceutical companies in China. Materials were collected from their official WeChat platforms. Thematic analysis was conducted on the data.

RESULTS

The DMISs of 6 pharmaceutical companies were investigated. Themes emerged regarding 2 essential information services delivered by pharmaceutical companies via WeChat: business operation services and DMISs (ie, public information services, professional services, science and education services, and e-commerce services). Business operation services mainly function to assist or facilitate the company's operations and development trends for general visitors. Public-oriented information services are realized through health science popularization, academic frontiers, product information, and road maps to hospitals and pharmacies. Internet hospital and pharmacy services are the main patient-oriented professional services. Medical staff-oriented science and education services commonly include continuing education, clinical assistance, academic research, and journal searching. Public-oriented e-commerce services include health products and health insurance.

CONCLUSIONS

Pharmaceutical companies in China use WeChat to provide stakeholders with diversified DMISs, which remain in the exploratory stage. The service model of DMISs requires more distinct innovations to provide personalized digital health and patient-centric services. Moreover, specific regulations on the DMISs of pharmaceutical companies need to be established to guard public health interests.

Developing competencies for volunteer navigators to support caregivers of children living with medical complexity: a mixed-method e-Delphi study

Background

Providing specially trained volunteer navigators is one promising strategy for supporting the increasing number of family caregivers who are caring for children living with medical complexity.

Objective

The objective of this study was to develop consensus on the role and competencies required for volunteer navigators who support caregivers of children living with medical complexity.

Design

This was a mixed-method study using modified e-Delphi and focus group methods. In phase 1, a modified e-Delphi survey with 20 family caregivers and a focus group with 4 family caregivers were conducted to develop consensus on their unmet needs and the potential roles of a volunteer to meet those needs. In phase 2, a modified e-Delphi survey was conducted with experts to develop consensus on the volunteer competencies required to meet the roles identified by family caregivers in phase 1.

Results

Findings from phase 1 resulted in 36 need-related items over 8 domains: communication, daily life and chores, emotional support, information and knowledge, respite, support with decision-making, and sharing the caregiving experience. Concerns about the volunteer role included the potential lack of commitment in the absence of remuneration, the complexity of the child's condition that was beyond the role of a volunteer, and a preference for support from individuals they knew. Findings from the phase 2 Delphi survey with professionals resulted in 22 competencies, derived from the roles identified in phase 1, that would be required of volunteers who wished to support these family caregivers.

Conclusion

This study provides insight into a role for volunteers in meeting the needs of family caregivers of children living with medical complexity. A volunteer with lived experience and adequate preparation can assist with meeting some of these important needs. Further research is required to better understand the feasibility and acceptability of such a role.

Nutrition and Food Literacy: Framing the Challenges to Health Communication

Nutrition and food literacy are two important concepts that are often used interchangeably, but they are not synonymous. Nutrition refers to the study of how food affects the body, while food literacy refers to the knowledge, skills, and attitudes necessary to make informed decisions about food and its impact on health. Despite the growing awareness of the importance of food literacy, food illiteracy remains a global issue, affecting people of all ages, backgrounds, and socioeconomic status. Food illiteracy has serious health implications as it contributes to health inequities, particularly among vulnerable populations. In addition, food literacy is a complex and multidisciplinary field, and there are numerous challenges to health communication that must be addressed to effectively promote food literacy and improve health outcomes. Addressing food illiteracy and the challenges to health communication is essential to promote health equity and improve health outcomes for all populations.

Identifying mental health discussion topic in social media community: subreddit of bipolar disorder analysis

Online platforms allow individuals to connect with others, share experiences, and find communities with similar interests, providing a sense of belonging and reducing feelings of isolation. Numerous previous studies examined the content of online health communities to gain insights into the sentiments surrounding mental health conditions. However, there is a noticeable gap in the research landscape, as no study has specifically concentrated on conducting an in-depth analysis or providing a comprehensive visualization of Bipolar disorder. Therefore, this study aimed to address this gap by examining the Bipolar subreddit online community, where we collected 1,460,447 posts as plain text documents for analysis. By employing LDA topic modeling and sentiment analysis, we found that the Bipolar disorder online community on Reddit discussed various aspects of the condition, including symptoms, mood swings, diagnosis, and medication. Users shared personal experiences, challenges, and coping strategies, seeking support and connection. Discussions related to therapy and medication were prevalent, emphasizing the importance of finding suitable therapists and managing medication side effects. The online community serves as a platform for seeking help, advice, and information, highlighting the role of social support in managing bipolar disorder. This study enhances our understanding of individuals living with bipolar disorder and provides valuable insights and feedback for researchers developing mental health interventions.

Exploring the Dunning-Kruger Effect in Health Communication: How Perceived Food and Media Literacy and Actual Knowledge Drift Apart When Evaluating Misleading Food Advertising

Marketers often advertise products high in sugar, fat or calories as healthy products. With this potentially misleading information, they can influence eating decisions with negative consequences for human health. Consumers need the ability to uncover misleading food advertising. However, individuals' perceived knowledge and their actual objective abilities often drift apart - a phenomenon which has come to be known as the Dunning-Kruger Effect. Thus, this study set out to uncover the phenomenon's potential existence in health communication, more precisely in the area of food and media literacy. In a quantitative survey representative of the Austrian population (n = 1000) the Dunning-Kruger Effect (DKE) could be detected: Individuals who were most knowledgeable underestimated their food and media literacy, but - on the positive side - they acted as opinion leaders. Individuals who were least knowledgeable about advertising strategies used to market an unhealthy product as healthy and about the actual nutrition score of the advertised product were most likely to overestimate their own food and media literacy. Worryingly, further concerning consequences emerged, especially for least knowledgeable individuals. The study's results provide important implications for public health campaigns.

Female urinary incontinence on TikTok and YouTube: is online video content sufficient?

INTRODUCTION AND HYPOTHESIS

The objective of the study is to evaluate the reliability and quality of the most-viewed female urinary incontinence-related TikTok and YouTube posts. Our second goal is to analyze the differences in the quality and content of videos between these platforms.

METHODS

We searched for the keyword "female urinary incontinence" on TikTok and YouTube on 1 March 2023. We sorted the videos that appeared out of searches for this keyword by "top" results on TikTok and by "relevance" on YouTube. We excluded the videos that were not in English, whose narrator was unclear, unrelated videos, advertising videos, and duplicate videos. In this study, we included the top 50 videos on both platforms that were directly related to female urinary incontinence. The characteristics of the videos, such as likes, video duration, views, and type of narrator (patient, physician, nonphysician practitioner, and health care company), and DISCERN scores were analyzed.

RESULTS

We observed that the median view count (p<0.001) and the median video duration (p<0.001) were higher and longer respectively on YouTube than on TikTok. In addition, the median DISCERN score of these videos was higher on YouTube than on TikTok (p<0.001). Similarly, the overall quality of videos was higher on YouTube than on TikTok (p=0.002). Only in two TikTok and two YouTube videos have the narrators cited a reference.

CONCLUSIONS

Our findings emphasize the present lack of high-quality content available on TikTok and YouTube from both health care and nonhealth care experts. To address this lack of information, health care providers, especially urologists, should take an active role in creating video content.

Quality and readability of web-based information on dental caries in Arabic: an infodemiological study

BACKGROUND

Web-based information on dental caries in Arabic remains poorly understood. This study aimed to assess the quality and readability of web-based information about dental caries in Arabic.

METHODS

The first 100 websites in Arabic about dental caries were retrieved from Google and Bing using common terms. The websites were classified and evaluated for quality based on the Journal of the American Medical Association (JAMA) benchmark criteria, the DISCERN tool, and the presence of the Health on the Net Foundation Code of Conduct (HONcode). Readability was assessed using online readability indexes.

RESULTS

A total of 102 Arabic websites were included. The JAMA benchmark score was low (m = 0.36, SD = 0.56), with 67.7% failing to meet any of the JAMA criteria. The DISCERN total score mean was 37.68 (SD = 7.99), with a majority (67.65%) of moderate quality. None of the websites had the HONcode. Readability was generally good, with 52.94% of websites having a Flesch-Kincaid Grade Level (FKGL) < 7, 91.18% having a Simple Measure of Gobbledygook (SMOG) < 7, and 85.29% having a Flesch reading ease (FRE) score ≥ 80. There was a positive correlation between JAMA and DISCERN scores (p < 0.001). DISCERN scores were positively correlated with the number of words (p < 0.001) and sentences (p = 0.004) on the websites. However, JAMA or DISCERN scores were not correlated with FKGL, SMOG, or FRE scores (p > 0.05).

CONCLUSIONS

The quality of Arabic dental caries websites was found to be low, despite their readability. Efforts are needed to introduce more reliable sources for discussing dental caries and treatment options on sites aimed at Arabic populations.

Always ask your pharmacist: Using the media to enhance student drug information skills

BACKGROUND AND PURPOSE

Social media is a source for information and misinformation, including healthcare information. Pharmacy students are trained to critically assess health information literature; however, this does not typically extend into assessing claims made on social media platforms. Students were asked to evaluate social media claims to provide a patient-specific recommendation and response.

EDUCATIONAL ACTIVITY AND SETTING

Each student was given one of five media claims and asked to assess the validity of the claim to create a response and a recommendation for a provider and a patient. Students were placed in small groups for a verbal presentation of all the claims and a facilitator-led discussion about the pharmacist's role in healthcare information.

FINDINGS

Students responded to the media claims and were able to support or reject the validity of the statements. They also created a variety of patient-facing informational documents.

SUMMARY

The inclusion of questions derived from media sources is a unique way to incorporate drug information skills that is relevant to real-world practice.

#TreatmentResistantDepression: A qualitative content analysis of Tweets about difficult-to-treat depression

INTRODUCTION

Treatment-resistant depression (TRD) is depression unresponsive to antidepressants and affects 55% of British primary care users with depression. Current evidence is from secondary care, but long referral times mean general practitioners (GPs) manage TRD. Studies show that people with depression use Twitter to form community and document symptoms. However, Twitter remains a largely unexplored space of documented patient experience. Twitter data could provide valuable insights into learning about primary care experiences of TRD. In this study, we explored Twitter comments and conversations about TRD and produced patient-driven recommendations.

METHODS

Tweets from UK-based users were collected manually and using a browser extension in June 2021. Conventional content analysis was used to provide an overview of the Tweets, followed by interpretation to understand why Twitter may be important to people with TRD.

RESULTS

A total of 415 Tweets were organised into five clusters: self-diagnosis, symptoms, support, small wins and condition experts. These Tweets were interpreted as showing Twitter as a community for people with TRD. People had a collective sense of illness identity and were united in their experiences of TRD. However, users in the community also highlighted the absence of effective GP care, leading users to position themselves as condition experts. Users shared advice from a place of lived experience with the community but also shared potentially harmful information, including recommendations about nonevidence-based medications.

CONCLUSIONS

Findings illuminate the benefits of the TRD Twitter community and also highlight that the perception of a lack of knowledge and support from GPs may lead community members to advise nonevidenced-based medications.

PATIENT AND PUBLIC CONTRIBUTION

This study was led by a person with lived experience of TRD and bipolar. Two public contributors with mental health conditions gave feedback on our study protocol and results.

Social Media Use Among Orthopedic and Trauma Surgeons in Germany: Cross-Sectional Survey Study

BACKGROUND

Social media (SM) has gained importance in the health care sector as a means of communication and a source of information for physicians and patients. However, the scope of professional SM use by orthopedic and trauma surgeons remains largely unknown.

OBJECTIVE

This study presents an overview of professional SM use among orthopedic and trauma surgeons in Germany in terms of the platforms used, frequency of use, and SM content management.

METHODS

We developed a web-based questionnaire with 33 variables and 2 separate sections based on a review of current literature. This study analyzed the first section of the questionnaire and included questions on demographics, type of SM used, frequency of use, and SM content management. Statistical analysis was performed using SPSS (version 26.0). Subgroup analysis was performed for sex, age groups (<60 years vs ≥60 years), and type of workplace (practice vs hospital). Differences between groups were assessed with a chi-square test for categorical data.

RESULTS

A total of 208 participants answered the questionnaire (166/208, 79.8% male), of whom 70.2% (146/208) were younger than 60 years and 77.4% (161/208) worked in a practice. All participants stated that they use SM for private and professional purposes. On average, participants used 1.6 SM platforms for professional purposes. More than half had separate SM accounts for private and professional use. The most frequently used SM platforms were messenger apps (119/200, 59.5%), employment-oriented SM (60/200, 30%), and YouTube (54/200, 27%). All other SM, including Facebook and Instagram, were only used by a minority of the participants. Women and younger participants were more likely to use Instagram (P<.001 and P=.03, respectively). The participants working in a hospital were more likely to use employment-oriented SM (P=.02) and messenger apps (P=.009) than participants working in a practice. In a professional context, 20.2% (39/193) of the participants produced their own content on SM, 24.9% (48/193) used SM daily, 39.9% (77/193) used SM during work, and 13.8% (26/188) stated that they checked the number of followers they had. Younger participants were more likely to have participated in professional SM training and to have separate private and professional accounts (P=.04 and P=.02, respectively). Younger participants tended toward increased production of their own content (P=.06).

CONCLUSIONS

SM is commonly used for professional purposes by orthopedic and trauma surgeons in Germany. However, it seems that professional SM use is not exploited to its full potential, and a structured implementation into daily professional work routines is still lacking. SM can have a profound impact on medical practices and communication, so orthopedic and trauma surgeons in Germany should consider increasing their SM presence by actively contributing to SM.

Surveying the Landscape of Social Media Usage for Health Care by Otolaryngology Patients

OBJECTIVE

To determine factors associated with social media usage for finding a doctor or seeking medical advice among otolaryngology patients.

METHODS

Cross-sectional study of 361 patients visiting our clinics. All participants were asked if they were aware social media may be used to find doctors and if they had ever done so, and also if they were aware social media could be used to get advice about a medical condition or its treatment and if they had ever done so. Demographic characteristics were examined for association with affirmative answers to these questions.

RESULTS

Facebook was the most used social media platform with 50.7% using Facebook daily. Over 50% of participants were aware social media could be used to find a doctor or seek medical advice. Daily use of Facebook was associated with using social media for finding a doctor (OR = 2.57, 95%CI: 1.41-4.67, p = 0.002) and seeking medical advice (OR = 1.72, 95%CI: 1.09-2.71, p = 0.020). Having Medicare was associated with using social media to find a doctor (OR = 2.20, 95%CI: 1.15-4.21, p = 0.017), whereas Medicaid was associated with using social media for medical advice (OR = 1.99, 95%CI: 1.08-3.67, p = 0.027).

CONCLUSION

A majority of otolaryngology patients may be aware of health care applications of social media, with Facebook being the dominant platform, and Medicare insurance identifying patients who may most use social media in this manner. There is also an indication that social determinants of health, as reflected by Medicaid insurance, may be associated with using social media to seek medical advice.

LEVEL OF EVIDENCE

NA Laryngoscope, 133:2116-2121, 2023.

Healthy eating blog readership: A cross-sectional survey in Australian adults

AIMS

To investigate whether members of the public read blogs for the purpose of accessing healthy eating information; examine demographic predictors of healthy eating blog readership, specifically education, gender, age, body mass index, and residential location; and explore the reasons for reading, and not reading, healthy eating blogs.

METHODS

This study used a cross-sectional online self-reported survey design collected over three time points (round 1: December 2017-March 2018, round 2: August 2018-December 2018, round 3: December 2021-March 2022). The total sample of participants comprised of 238 respondents with a mean age of 46 years old, who mostly reported gender as female (82%), being educated with a university degree (69%), and predominantly resided in urban and city areas (84%).

RESULTS

Fifty-one percent of respondents reported reading healthy eating blogs, suggesting that consumers were proactively seeking healthy eating information through this avenue. Participants who identified as female were 3.2 times more likely to read healthy eating blogs. Commonly, healthy eating blogs were read to receive practical information that aligned with current food choices. The main reason participants reported not reading healthy eating blogs was not thinking about using them (29%).

CONCLUSIONS

Understanding who is seeking healthy eating information through blogs, and their reasons doing so, is important to continue research into the potential effectiveness of blogs as a platform to communicate healthy eating and nutrition messages. This study provides direction for further investigation into how dietetics professionals could effectively use blogs to disseminate healthy eating information and positively influence consumer food choices and dietary intake.

Neurofeedback on twitter: Evaluation of the scientific credibility and communication about the technique

Neurofeedback is a popular technique to induce neuroplasticity with a controversial reputation. The public discourse on neurofeedback, as a therapeutic and neuroenhancement technique, encompasses scientific communication, therapeutic expectations and outcomes, as well as complementary and alternative practices. We investigated twitter publications from 2010 to 2022 on the keyword "neurofeedback". A total of over 138 k tweets were obtained, which originated from over 42 k different users. The communication flow in the neurofeedback community is mainly unidirectional and non-interactive. Analysis of hashtags revealed application fields, therapy provider and neuroenhancement to be the most popular contents in neurofeedback communication. A group of 1221 productive users was identified, in which clinicians, entrepreneurs, broadcasters, and scientists contribute. We identified reactions to critical publications in the twitter traffic and an increase in the number of tweets by academic users which suggest an increase in the interest on the scientific credibility of neurofeedback. More intense scientific communication on neurofeedback in twitter may contribute to promote a more realistic view on challenges and advances regarding good scientific practice of neurofeedback.

Health information seeking in the digital age: a national survey of women with disabilities

PURPOSE

Access to high quality and accessible online health information (OHI) is critical for reducing disparities, overcoming barriers, and improving the health of women with disabilities. This study aimed to understand women with physical disabilities' use of the Internet to access OHI, most often searched health topics, perceived usefulness of OHI, and self-reported eHealth literacy and challenges in OHI seeking.

METHODS

We conducted a national online survey with 508 women with physical disabilities who used the Internet.

RESULTS

Respondents utilized a wide variety of OHI resources. They searched a broad array of health and disability-related topics, with bowel/bladder and finding a physician the most highly searched topics. They generally had confidence in their eHealth literacy skills and ability to understand statistics in OHI. Nevertheless, although our sample consisted of a majority of highly educated internet-users, a sizeable percentage found OHI seeking difficult and frustrating, did not find the information very helpful, and had concerns about the quality of information.

CONCLUSIONS

This study serves as a call to action to disability and rehabilitation scientists, health care providers, and other health professionals to enhance the availability and accessibility of OHI critical to empowering women with physical disabilities to make well-informed health decisions. Implications for rehabilitationAccess to high quality online health information (OHI) is critical for reducing disparities, overcoming barriers, and improving the health of women with disabilities.Many of the women with disabilities in our study found OHI seeking difficult and frustrating, did not find the information very helpful, and had concerns about the quality of the information.Disability and rehabilitation scientists, health care providers, and public health and health policy professionals need to do more to enhance the availability and accessibility of OHI and resources critical to empowering women with physical disabilities to make well-informed health decisions.Physical medicine and rehabilitation scientists are encouraged to develop and improve assistive technologies needed for accessing OHI, which in turn can promote the independent functioning of people with disabilities.

Participatory Design and Evaluation of the "Stem Cells Australia" Website for Delivering Complex Health Knowledge: Mixed Methods Study

BACKGROUND

The internet has become a commonly used information source for people seeking to understand their health care options. However, inconsistent representation about what stem cell treatments are available and from whom, coupled with the lack of transparency about what has been shown to work or is even safe, can distract and mislead users. Given these challenges, there is a need to develop effective evidence-based tools for delivering information about health care options involving stem cells.

OBJECTIVE

A need to redesign an existing website in Australia was identified to provide trustworthy information about stem cell research and to counter misinformation. Using a participatory design approach to generate an understanding of what information users need for stem cell treatments, the Stem Cells Australia website serves as a case study for the development and evaluation of websites delivering complex messages about science and health.

METHODS

This study comprised 3 steps. First, a focus group and several one-on-one interviews with a purposive sample of users (n=12) were conducted to identify their needs and requirements. Second, we designed a new version of the website based on findings from the focus group and interviews. Finally, for evaluating the participatory design process, we collected 180 days of Google Analytics data for both the original and redesigned versions (90 days for each) and compared their differences using 2-sample z tests.

RESULTS

The feedback from participants was grouped into 3 themes-needed and unwanted information, how and where to obtain information, and their information preferences. These were translated into requirements for rebuilding the website. The redesigned version reached users in other continents, despite the daily numbers of users (-61.2%; P<.001) and sessions (-61.7%; P<.001) decreasing. The redesigned version also showed substantial decrease in daily bounce rate (-97.2%; P<.001), significant increase in the daily average of page reads per session (+110.8%; P<.001), and long daily average for session duration (+22.9%; P=.045). Navigation flow analysis showed more traffic toward web pages related to health conditions in the redesigned version.

CONCLUSIONS

Websites about stem cell research need to provide content for vulnerable global audiences. Participatory design that addresses knowledge gaps and information needs can produce better performance and engagement, which can be evaluated using Google Analytics, a common web analytics tool used by many websites. Learnings for improving the metrics regarding website identity, research updates, and clinical trials are concluded, which can inform the future design of websites seeking to engage users and provide reliable and accessible science and health information including but not limited to stem cell research and therapies.