Social media for health promotion in diabetes: study protocol for a participatory public health intervention design

Development of oral health resources and a mobile app for caregivers and autistic children through consensus building

LAY ABSTRACT

Caregivers of autistic children often lack knowledge regarding oral homecare and when and where to see the dentist. To address this need, we developed a series of information on oral health. An autistic child assisted in developing two social stories to showcase a dental visit. A mobile app was developed to deliver the above mentioned. Other features include creation of customised social stories and visual schedule and an inbox to allow dentists to send messages to parents. The developed information and social stories were reviewed by experts and parents. The app also underwent anonymous and independent testing by parents. Overall the information and app were well received by the experts and parents.

Social Media Health Promotion and Audience Engagement: The Roles of Information Dissemination, Organization-Audience Interaction, and Action Confidence Building

Social media have become an important platform for health promotion. Based on the Information-Community-Action Framework, we conducted a content analysis of 1,481 Facebook postings by Singapore's Health Promotion Board. Results showed that organizational information and health benefit information dissemination were positively associated with online audience engagement. Also, organization-audience interaction had a positive relationship with online audience engagement. In addition, messages that help build confidence for health behavior change increased online audience engagement. In addition to these main effects, organization-audience interaction also played a moderating role that strengthened the effects of information dissemination and action confidence building on online audience engagement. This study offers important theoretical contributions to the Information-Community-Action Framework and has practical implications for enhancing the effectiveness of health promotion in this digital era.

Improvement of oral health knowledge and behavior of diabetic patients: an interventional study using the social media

BACKGROUND

Diabetic patients are not often aware of relationship between diabetes mellitus (DM) and periodontal diseases, and the researchers recommend further knowledge enhancement of diabetic patients in this regard. This study aimed to enhance oral health knowledge of diabetic adults via an educational intervention.

METHODS

In this interventional study, three private offices of endocrinologists specialized in treatment of DM were selected for the recruitment of participants. In total, 120 diabetic adults (40 from each office) took part in an educational intervention in three groups (patients from each office made up one group): (I) physician-aid, (II) researcher-aid, and (III) social media. In group (I), participants received educational materials (brochure and CD) from their endocrinologist, in group (II) participants received educational materials from researcher. Group (III) joining an educational group in WhatsApp for 3 months. A self-reported standard questionnaire was filled out by the patients before, and after the intervention to assess oral health knowledge. Data were analyzed by SPSS version 21 using independent t-test, Mann-Whitney test, Chi-square test, and ANCOVA.

RESULTS

The mean oral health knowledge score increased in all three groups after the educational interventions (P < 0.001); the highest increase occurred in the social media group. Toothbrushing twice daily or more had the greatest improvement in the physician-aid group compared with the other two groups (P < 0.001). The greatest improvement in dental flossing once daily or more occurred in the social media group (P = 0.01). The mean level of the hemoglobin A1c (HbA1c) decreased in all three groups, but not significantly (P = 0.83).

CONCLUSION

The results showed that educational interventions enhance oral health knowledge, and improve the behavior of diabetic adults. The education via the social media can be an efficient method for knowledge enhancement of diabetic patients.

Messaging strategies for communicating health-related information in social media-a content and effectiveness analysis of organ donation posts on Instagram in Germany

BACKGROUND

Although organ transplantation is a very effective clinical solution to save the lives of patients suffering from organ failure, the supply of donated organs still cannot meet its growing demand. Educating the society about organ donation is a critical success factor in increasing donation rates, especially in countries that require potential donors to proactively register and opt-in (e.g., Germany). While social media has emerged as an effective tool for disseminating health information, recent evidence suggests that published organ donation content (both online and offline), aimed at raising awareness, still lacks effectiveness. To develop recommendations for optimizing organ donation messaging via social media, this study not only examines the current state of organ donation communication on Instagram, but also identifies factors that contribute to message effectiveness.

METHODS

We conducted a retrospective content analysis to in-depth assess organ donation-related content published on Instagram in Germany between January and March 2022. Systematic coding allowed to identify common themes, sentiments, and communication strategies, which were analyzed for their effectiveness using linear regression analyses.

RESULTS

Of the 500 organ donation posts, 57% were published by institutional authors while the remainder was shared by private accounts. Most content was aimed at the general population and shared neutral (80%) or positive sentiments (17%). Transformative messages, positive emotions, posts published by the transplant recipient and the image of a human served as predictors for post effectiveness measured in terms of likes (p < 0.001) and comments (p < 0.01). Sharing personal experiences (p < 0.01) and highlighting the meaning of organ donations (p < 0.05) resulted in significantly higher audience engagement than any other topic discussed.

CONCLUSION

Our findings highlight the need for health officials to work closely with organ transplant recipients to publicly advocate for organ donations by sharing personal and transformative messages. The high share of posts published by transplant recipients indicates a certain openness to share personal experiences with broad audiences. Different message characteristics served as predictors for message effectiveness (i.e., increased audience engagement) which can likely be extrapolated to other health-related use cases (e.g., cancer screening).

Analysis of Social Media Posts That Promote Women Surgeons

OBJECTIVE

The purpose of this study was to analyze the content, interaction, and use of posts related to women surgeons on Instagram and Twitter, with specific analysis of female orthopedic surgeon related content.

DESIGN

A retrospective search of Instagram and Twitter from March 14, 2022, to June 16, 2022 was conducted using the hashtags, #womeninortho, #womeninorthopedics, #ilooklikeasurgeon, #womensurgeons, and #womeninsurgery. Additional searches were performed on Twitter that consisted of #orthotwitter in combination with #ilooklikeasurgeon, #womensurgeons, and #womeninsurgery. Once identified, posts were analyzed for the hashtag used, number of likes, number of comments, number of retweets (Twitter only), source type, type of post, and medical specialty. Descriptive statistics were used to analyze the data.

RESULTS

Over the 3-month period, a total of 3248 posts were identified that included 1669 Instagram (50.5%) and 1639 Twitter (49.6%) posts. The majority of overall posts and Instagram posts were made by general (32.3%, 28.9%), plastic (12.7%, 22.1%), and orthopedic surgeons (8.3%, 7.8%). On Twitter, general surgeons tweeted the most (35.6%), followed by orthopaedic surgeons (8.8%). Instagram had a greater mean number of and comments per post than Twitter. For orthopedic hashtags, #womeninortho was used more than #womeninorthopedics (78.0% vs. 22.0%, p < 0.001). On #orthotwitter, #ilooklikeasurgeon was used more than #womeninsurgery and #womensurgeons (75.0% vs. 23.6% vs. 1.4%, p < 0.001).

CONCLUSIONS

This study demonstrated that both Instagram and Twitter are regularly used to promote women surgeons. Instagram is the preferred platform of physicians for promoting women surgeons via personal and outcome-based content, while Twitter is used more by students and primarily includes outcome-based posts. Female orthopedic surgeons should continue to use the preferred hashtag, #womeninortho, to maximize the reach of this content. By promoting women surgeons on social media, practicing surgeons can converse, collaborate, and provide mentorship to the next generation of surgeons.

Assessing the Validity of Health Messages Used by the Saudi Public in WhatsApp

OBJECTIVE

WhatsApp is the most frequently used social media platform in Saudi Arabia. Inaccurate information could negatively impact public health. The number of studies worldwide investigating health-related misinformation in social media increased steadily, with limited data from Arabic-speaking communities. This study aimed to estimate the validity and safety of Arabic-language health information messages circulated on WhatsApp and identify the different categories of these messages based on their credibility.

PARTICIPANTS AND METHODS

A descriptive, analytical cross-sectional study was conducted from February to April 2021. A total of 374 students were randomly selected from the common first preparatory year college at King Saud University in Riyadh, Saudi Arabia, and participated by sharing up to three health-related WhatsApp messages per student that they or their relatives had recently read. Four board-certified physicians reviewed and classified the messages based on their credibility and sources.

RESULTS

282 students provided 326 messages (1.2 messages per student). Most messages (86%) had either invalid or inaccurate content, and 83.7% came from unknown sources. Only 26 messages (8%) of the total were written by trusted scientific sources. Most of the messages from unknown sources or unqualified persons were either invalid or invalid, with potential health risks for the public, and the difference from trusted sources was statistically significant.

CONCLUSION

This study showed a high percentage of inaccurate and invalid health-related messages on WhatsApp. Invalid messages with potential health risks were authored mostly by unknown sources or unqualified persons. Most health messages written by trusted authorities and qualified persons were valid. Trusted scientific authorities should thus be more active in public education on social media platforms. They should advise their communities on how to discern the validity of such messages. More efforts are needed to guide patients from where to obtain accurate and valid health information.

"The potential of social media in health promotion beyond creating awareness: an integrative review"

BACKGROUND

Developing strategies to change health behaviour is one of the biggest challenges of health promotion programs. Social media, as a popular and innovative communication and education tool, offers opportunities to modify health behaviour. While literature on using social media for health promotion campaigns is growing, there is a need to evaluate the approaches used to change health behaviour, rather than only creating awareness.

OBJECTIVE

The paper reviewed the literature on application of social media in health promotion campaigns with a particular focus on the methodologies used in assessing the outcome of the programs for behaviour change. This fills the void in collating evidence to extend health promotion campaigns to effect sustainable behavioural change.

METHOD

Peer-reviewed articles were identified through multiple science databases. A systematic electronic search was conducted to retrieve review and original papers published between January 2010 and April 2022. The titles and abstracts of the articles were screened according to inclusion and exclusion criteria. All authors independently read the full texts and discussed them to reach a consensus about the themes. Concept mapping was used to present results from analysis of the included papers.

RESULTS

Of the 674 citations, 28 (4.1%) studies were included in this review. The methodology approaches of 18 (2.7%) papers, that aimed to evaluate the impact of social media in health promotion campaigns towards behaviour change, were analysed further using concept mapping. The results showed that 10 studies (55.5%) adopted quantitative methods and five studies (27.7%) used mixed methods and three studies (16.6%) used qualitative methods. Facebook and YouTube were used more for intervention purposes to change health behaviour. Twitter and Instagram were used more to observe the trend of changes in health behaviour. Six studies (33.3%) adopted Social Cognitive Theory and one study (5.5%) applied the Transtheoretical Model as the framework to evaluate the outcome. Overall, the results show that though social media has potential in promoting behaviour change, the estimation of this change in long-term lies outside the scope of social media health campaigns. This is also reflected in the methodologies used in existing studies to assess such sustainable changes. The employed measures usually target immediate behaviour or social media engagement rather than addressing the change on a behavioural level.

CONCLUSION

Evaluating the performance of social media campaigns to promote health behaviours towards a sustainable outcome is a complex process. Emerging research is focused on evaluating the potential of social media as an opportunity to create awareness. Such measures require less effort in quantifying and isolating the effect. The design of the campaigns is required to be aligned in relation to stages of the behaviour change. The study provides suggestions on how this can be achieved.

Video or text? Education through a social media website in hypertension

Background

Currently, several studies are available on the effective use of the Instagram social media platform to conduct training projects for CVD patients. The aim of this study was to determine the most effective methods (text or video) of informing people about the primary prevention of hypertension using a social media website.

Materials and methods

A total of 125 participants were randomly selected and assigned to one of the four training groups depending on the training mode, i.e. text posts (4000 characters) - Group 1, video clips (5 min) - Group 2, text followed by video - Group 3 and video followed by text - Group 4. Before and after training, respondents in all four groups completed the Heart Disease Knowledge Questionnaire (HDKQ).

Results

The total number of people who listened to and read the materials of the online school was 2108 people. Before training, the number of correct responses for 29 HDKQ statements was 18.4 ± 5.1, after training it increased to 21.9 ± 3.9 (CI, 21; 22.7) (p < 0.0001). The post-hoc analysis showed that after training the participants in Group 4 had more correct responses than the respondents in Group 3, 2, 1 i.e. Δ = 5.2, Δ = 1.5, Δ = 0.3, respectively. The respondents from Group 3 gave the lowest number of correct responses in other groups.

Conclusions

The most effective method of informing people about the primary prevention of hypertension using a social media website corresponded to the following sequence: a video clip followed by a text post.

Quasi-experimental design for using an interactive social media intervention program to improve truck drivers' health beliefs and eating behaviors

Background

Truck drivers have difficulties participating in health education programs delivered at a fixed time and place due to the mobility of their workplace. Interventions conducted via social media can overcome these limitations of time and place. This study aimed to investigate the effect of a nutrition education intervention program delivered via a social media platform on the healthy eating behaviors of truck drivers.

Methods

This study adopted a quasi-experimental design. A 12-week intervention program was conducted for a social-media group (n = 125) and a conventional-teaching group (n = 117) from February to May 2020. The social-media group participated in a social-media-based health intervention on the LINE application. The intervention involved the provision of online messages, online instant responses, a picture-based food log, an audio e-book, and a loyalty e-card. The conventional-teaching group participated in a healthy diet course and a hygiene education manual. The generalized estimation equation (GEE) was applied to evaluate the intervention effects on the outcome measures derived from the Health Belief Model.

Results

The results of the GEE showed the social-media-based intervention strategies significantly decreased perceived barriers of consuming a healthy diet (p =  < 0.001), increased willingness to follow cues of action (p = 0.036), improved the self-efficacy of healthy eating behaviors (p = 0.001), and increased the score of healthy eating behaviors (p < 0.001) compared with the conventional teaching strategies. For the social-media and conventional-teaching groups, no significant changes occurred in self-perceived health status, self-perceived susceptibility, or self-perceived severity after the intervention. More than 90% of the participants in the social-media group believed the social-media-based intervention strategies could help implement and maintain healthy eating behaviors.

Conclusions

The results indicate social-media-based intervention strategies can facilitate approaching a population without a fixed workplace, such as truck drivers. Health promoters and planners focusing on occupational health can consider developing social-media-based intervention strategies for improving truck drivers' health status.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12889-022-13883-6.

Emerging technologies adoption in healthcare: A SOHI model

The internet and emerging technologies have increased the utilisation of digital platforms. This study aims to draw on performance expectancy, social influence, and satisfaction to investigate a proposed model which is geared toward social media healthcare information (SOHI) adoption. The proposed model uses a structured online questionnaire, and 300 responses were evaluated using partial least squares and structural equation modelling [PLS-SEM]. From the findings, performance expectancy of social media (PESM) and satisfaction with social media (SATSM) were revealed to be significant predictors of behavioural intention towards social media (BISM). Satisfaction with social media (SATSM) had the greatest impact on BISM, accounting for 63.8 per cent of the variance in users' intentions to utilise SOHI. Similarly, PESM and social influence on social media (SISM) had the most predictive influence on SATSM, accounting for 50.5 per cent of the variance in users' social media satisfaction, which led to SOHI adoption. Unlike others, the social influence on social media (SISM) did not have a significant effect on BISM. BISM and satisfaction with social media (SATSM) were significant predictors of SOHI adoption, accounting for 54.5 per cent of the variance in SOHI adoption. The recommendations in this study would help healthcare professionals change their approach to digital healthcare engagement.

Social Media and Health Care (Part II): Narrative Review of Social Media Use by Patients

Background

People are now connected in a borderless web-based world. The modern public, especially the younger generation, relies heavily on the internet as the main source of health-related information. In health care, patients can use social media for more tailored uses such as telemedicine, finding a provider, and for peer support.

Objective

The aim of this narrative review is to discuss how social media has been used in the health care industry from the perspective of patients and describe the main issues surrounding its use in health care.

Methods

Between March and June 2020, a review of the literature was conducted on PubMed, Google Scholar, and Web of Science for English studies that were published since 2007 and discussed the use of social media in health care. In addition to only English publications that discussed the use of social media by patients, publications pertaining to ethical and legal considerations in the use of social media were included. The studies were then categorized as health information, telemedicine, finding a health care provider, peer support and sharing experiences, and influencing positive health behavior. In addition, two more sections were added to the review: issues pertaining to social media use in health care and ethical considerations.

Results

Initially, 75 studies were included. As the study proceeded, more studies were included, and a total of 91 studies were reviewed, complemented by 1 textbook chapter and 13 web references. Approximately half of the studies were reviews. The first study was published in 2009, and the last was published in 2021, with more than half of the studies published in the last 5 years. The studies were mostly from the United States (n=40), followed by Europe (n=13), and the least from India (n=1). WhatsApp or WeChat was the most investigated social media platform.

Conclusions

Social media can be used by the public and patients to improve their health and knowledge. However, due diligence must be practiced to assess the credibility of the information obtained and its source. Health care providers, patients, and the public need not forget the risks associated with the use of social media. The limitations and shortcomings of the use of social media by patients should be understood.

Elements that underpin the design, development and evaluation of social media health interventions. A Scoping Review Protocol

Background

Social media use has grown tremendously over the years. Given the volume and diversity of people on social media and the amount of information being exchanged, it is perhaps unsurprising that social media is being used as an avenue to disseminate and deliver health interventions. There exists an opportunity for social media health interventions to make a positive impact on health. However, there is a need to understand more about the ways in which these interventions are designed, developed, and evaluated. This scoping protocol will review the current state of this field by charting the elements that drive the design, development, and evaluation of these interventions. This includes charting models, frameworks, and rationales for the interventions, as well as the platforms being used, and the health behaviors being targeted. This intention of this scoping review is to help inform those who wish to develop effective social media health interventions.

Objective

The objective of this review is to map the elements that drive the design, development, and evaluation of social media health interventions. We define “social media health intervention” as interventions that make use of social media platforms to disseminate or deliver health-related information and educational initiatives to the public. We will seek to chart the elements that drive the design, development, and delivery of such interventions, including their platforms and targeted health behaviors.

Methods

The methodological framework for this review is guided by Arksey and O’Malley and enhancements by later studies. We will search relevant literature from 9 databases: (1) PubMed, (2) PsycINFO, (3) EMBASE, (4) Web of Science, (5) Scopus, (6) CINAHL, (7) ERIC, (8) MEDLINE, and (9) Google Scholar. The literature will be screened by at least two reviewers in 2 stages: (1) title/abstract screening against the eligibility criteria; and (2) eligible articles will then undergo a full-text screening. Data will be charted using the data charting tool developed by the authors.

Results

The results of this study will be presented in a final scoping review paper, divided into 2 sections. The first section will describe the search strategy and study selection process and will contain the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flowchart. The second section will provide key details pertaining to the review objective and question.

Conclusions

This review will help guide scholars looking to build social media health interventions toward evidence-based practices in design and evaluation.

International Registered Report Identifier (IRRID)

PRR1-10.2196/31911

Defining participatory health informatics - a scoping review

Healthcare has been shifting toward individuals participating in decision-making and empowered to be active in their treatment, and health monitoring. The term "participatory health informatics" (PHI) started to appear in literature. A clear definition of PHI is missing, and facets of PHI still have to be shaped. The objective of this paper is to offer a definition of PHI considering themes and technologies that make healthcare participatory. We searched Pubmed, ACM Digital Library, IEEE Xplore, EMBASE, and conference proceedings for articles that reported about use of information technology or informatics in the context of PHI. We performed qualitative synthesis and reported summary statistics. 39 studies were eligible after screening 382 titles and abstracts and reviewing 82 full texts. The top 5 person-centered key themes related to PHI included empowerment, decision-making, informed patient, collaboration, and disease management. Finally, we propose to define PHI as multidisciplinary field that uses information technology as provided through the web, smartphones, or wearables to increase participation of individuals in their care process and to enable them in self-care and shared decision-making. Goals to be achieved through PHI include maintaining health and well-being; improving the healthcare system and health outcomes; sharing experiences; achieving life goals; and self-education.

Social media strategies to affect vaccine acceptance: a systematic literature review

Introduction: Vaccine hesitancy, defined as a delay in the acceptance or the refusal of vaccines despite their availability, is a growing global threat. More individuals are turning to social media for health information, including vaccine information. As such, there is an opportunity to leverage online platforms as a means to disseminate and persuade individuals toward vaccine acceptance. We sought to review literature focused on the influence of exposure to social media content on vaccine acceptance or hesitancy.Areas covered: This review focused on social networking sites (e.g. Facebook) and content communities (e.g. YouTube), to understand how exposure to vaccine information affected vaccine knowledge, attitudes, and intentions/behaviors. We searched PubMed, CINAHL, Scopus, and Inspec. We included English-language materials published from 2004 to 2020 and included interventional studies, observational studies, and impacts of policies. We excluded systematic reviews, protocols, editorials, letters, case reports, case studies, commentaries, opinion pieces, narrative reviews, and clinical guidelines.Expert opinion: Social media interventions to affect vaccine acceptance is a new but growing area of study. How a communication message is framed, who delivers the message, and network structure are critical for affecting the vaccine decision-making process. Social media should be leveraged to impact vaccine uptake.

Social media use for public health promotion in the Gulf Cooperation Council. An overview

Social media platforms (SMPs) have emerged as powerful tools for public health promotion. As the 6 countries of the Gulf Cooperation Council (GCC) have the highest internet and social media usage rates in the world, and according to the initiatives for the introduction of a new health system and strategies based on non-traditional methods according to the Saudi Vision 2030, this review aimed to investigate different SMPs use and impact on public health promotion in the GCC countries. Accumulating evidence indicated that diabetes knowledge, women’s health, breast-feeding practices, oral health, appropriate antibiotic use, physical activity, road safety awareness, quitting smoking, and breast cancer awareness, were the most common specified topics. Future research should focus on populations that are medically underserved and who have no or limited access to health-care facilities. Also, future research, in particular, the intervention type, is required to cover more countries in the GCC.

An eHealth Framework for Managing Pediatric Growth Disorders and Growth Hormone Therapy

Background

The use of technology to support health and health care has grown rapidly in the last decade across all ages and medical specialties. Newly developed eHealth tools are being implemented in long-term management of growth failure in children, a low prevalence pediatric endocrine disorder.

Objective

Our objective was to create a framework that can guide future implementation and research on the use of eHealth tools to support patients with growth disorders who require growth hormone therapy.

Methods

A total of 12 pediatric endocrinologists with experience in eHealth, from a wide geographical distribution, participated in a series of online discussions. We summarized the discussions of 3 workshops, conducted during 2020, on the use of eHealth in the management of growth disorders, which were structured to provide insights on existing challenges, opportunities, and solutions for the implementation of eHealth tools across the patient journey, from referral to the end of pediatric therapy.

Results

A total of 815 responses were collected from 2 questionnaire-based activities covering referral and diagnosis of growth disorders, and subsequent growth hormone therapy stages of the patient pathway, relating to physicians, nurses, and patients, parents, or caregivers. We mapped the feedback from those discussions into a framework that we developed as a guide to integration of eHealth tools across the patient journey. Responses focused on improved clinical management, such as growth monitoring and automation of referral for early detection of growth disorders, which could trigger rapid evaluation and diagnosis. Patient support included the use of eHealth for enhanced patient and caregiver communication, better access to educational opportunities, and enhanced medical and psychological support during growth hormone therapy management. Given the potential availability of patient data from connected devices, artificial intelligence can be used to predict adherence and personalize patient support. Providing evidence to demonstrate the value and utility of eHealth tools will ensure that these tools are widely accepted, trusted, and used in clinical practice, but implementation issues (eg, adaptation to specific clinical settings) must be addressed.

Conclusions

The use of eHealth in growth hormone therapy has major potential to improve the management of growth disorders along the patient journey. Combining objective clinical information and patient adherence data is vital in supporting decision-making and the development of new eHealth tools. Involvement of clinicians and patients in the process of integrating such technologies into clinical practice is essential for implementation and developing evidence that eHealth tools can provide value across the patient pathway.

Social Media and Health Care, Part I: Literature Review of Social Media Use by Health Care Providers

BACKGROUND

As the world continues to advance technologically, social media (SM) is becoming an essential part of billions of people's lives worldwide and is affecting almost every industry imaginable. As the world is becoming more digitally oriented, the health care industry is increasingly visualizing SM as an important channel for health care promotion, employment, recruiting new patients, marketing for health care providers (HCPs), building a better brand name, etc. HCPs are bound to ethical principles toward their colleagues, patients, and the public in the digital world as much as in the real world.

OBJECTIVE

This review aims to shed light on SM use worldwide and to discuss how it has been used as an essential tool in the health care industry from the perspective of HCPs.

METHODS

A literature review was conducted between March and April 2020 using MEDLINE, PubMed, Google Scholar, and Web of Science for all English-language medical studies that were published since 2007 and discussed SM use in any form for health care. Studies that were not in English, whose full text was not accessible, or that investigated patients' perspectives were excluded from this part, as were reviews pertaining to ethical and legal considerations in SM use.

RESULTS

The initial search yielded 83 studies. More studies were included from article references, and a total of 158 studies were reviewed. SM uses were best categorized as health promotion, career development or practice promotion, recruitment, professional networking or destressing, medical education, telemedicine, scientific research, influencing health behavior, and public health care issues.

CONCLUSIONS

Multidimensional health care, including the pairing of health care with SM and other forms of communication, has been shown to be very successful. Striking the right balance between digital and traditional health care is important.

Social Media Adoption by Health Professionals: A TAM-Based Study

This research identifies the underlying drivers impacting on healthcare professionals’ social media usage behaviours using the technology acceptance model (TAM) as the theoretical lens. A self-administered survey questionnaire was developed and administered to 219 healthcare professionals. Data are analysed applying the structural equation modelling (SEM) technique. The SEM model demonstrated an acceptable model fit (χ2 = 534.241; df, 239, χ2/df = 2.235, RMSEA = 0.06, IFI = 0.92, TLI = 0.93, and CFI = 0.92) and indicates content quality, perceived risk, perceived credibility, peer influence, confirmation of expectations, supporting conditions, and perceived cost significantly influence the notion of perceived social media usefulness. Furthermore, perceived social media usefulness positively affects social media usage behaviour of healthcare professionals. This research generates important insights into what drives the adoption of social media by healthcare professionals. These insights could help develop social media guidelines and strategies to improve the state of professional interactions between health professionals and their clients.

Factors Engaging Users of Diabetes Social Media Channels on Facebook, Twitter, and Instagram: Observational Study

Background

Diabetes patient associations and diabetes-specific patient groups around the world are present on social media. Although active participation and engagement in these diabetes social media groups has been mostly linked to positive effects, very little is known about the content that is shared on these channels or the post features that engage their users the most.

Objective

The objective of this study was to analyze (1) the content and features of posts shared over a 3-year period on 3 diabetes social media channels (Facebook, Twitter, and Instagram) of a diabetes association, and (2) users’ engagement with these posts (likes, comments, and shares).

Methods

All social media posts published from the Norwegian Diabetes Association between January 1, 2017, and December 31, 2019, were extracted. Two independent reviewers classified the posts into 7 categories based on their content. The interrater reliability was calculated using Cohen kappa. Regression analyses were carried out to analyze the effects of content topic, social media channel, and post features on users’ engagement (likes, comments, and shares).

Results

A total of 1449 messages were posted. Posts of interviews and personal stories received 111% more likes, 106% more comments, and 112% more shares than miscellaneous posts (all P<.001). Messages posted about awareness days and other celebrations were 41% more likely to receive likes than miscellaneous posts (P<.001). Conversely, posts on research and innovation received 31% less likes (P<.001), 35% less comments (P=.02), and 25% less shares (P=.03) than miscellaneous posts. Health education posts received 38% less comments (P=.003) but were shared 39% more than miscellaneous posts (P=.007). With regard to social media channel, Facebook and Instagram posts were both 35 times more likely than Twitter posts to receive likes, and 60 times and almost 10 times more likely to receive comments, respectively (P<.001). Compared to text-only posts, those with videos had 3 times greater chance of receiving likes, almost 4 times greater chance of receiving comments, and 2.5 times greater chance of being shared (all P<.001). Including both videos and emoji in posts increased the chances of receiving likes by almost 7 times (P<.001). Adding an emoji to posts increased their chances of receiving likes and being shared by 71% and 144%, respectively (P<.001).

Conclusions

Diabetes social media users seem to be least engaged in posts with content topics that a priori could be linked to greater empowerment: research and innovation on diabetes, and health education. Diabetes social media groups, public health authorities, and other stakeholders interested in sharing research and innovation content and promoting health education on social media should consider including videos and emoji in their posts, and publish on popular and visual-based social media channels, such as Facebook and Instagram, to increase user engagement.

International Registered Report Identifier (IRRID)

RR2-10.1186/s12913-018-3178-7

Diabetes-Related Topics in an Online Forum for Caregivers of Individuals Living With Alzheimer Disease and Related Dementias: Qualitative Inquiry

BACKGROUND

Diabetes and Alzheimer disease and related dementias (ADRD) are the seventh and sixth leading causes of death in the United States, respectively, and they coexist in many older adults. Caring for a loved one with both ADRD and diabetes is challenging and burdensome.

OBJECTIVE

This study aims to explore diabetes-related topics in the Alzheimer's Association ALZConnected caregiver forum by family caregivers of persons living with ADRD.

METHODS

User posts on the Alzheimer's Association ALZConnected caregiver forum were extracted. A total of 528 posts related to diabetes were included in the analysis. Of the users who generated the 528 posts, approximately 96.1% (275/286) were relatives of the care recipient with ADRD (eg, child, grandchild, spouse, sibling, or unspecified relative). Two researchers analyzed the data independently using thematic analysis. Any divergence was discussed among the research team, and an agreement was reached with a senior researcher's input as deemed necessary.

RESULTS

Thematic analysis revealed 7 key themes. The results showed that comorbidities of ADRD were common topics of discussions among family caregivers. Diabetes management in ADRD challenged family caregivers. Family caregivers might neglect their own health care because of the caring burden, and they reported poor health outcomes and reduced quality of life. The online forum provided a platform for family caregivers to seek support in their attempts to learn more about how to manage the ADRD of their care recipients and seek support for managing their own lives as caregivers.

CONCLUSIONS

The ALZConnected forum provided a platform for caregivers to seek informational and emotional support for caring for persons living with ADRD and diabetes. The overwhelming burdens with these two health conditions were apparent for both caregivers and care recipients based on discussions from the online forum. Studies are urgently needed to provide practical guidelines and interventions for diabetes management in individuals with diabetes and ADRD. Future studies to explore delivering diabetes management interventions through online communities in caregivers and their care recipients with ADRD and diabetes are warranted.

Social Media Mining Toolkit (SMMT)

There has been a dramatic increase in the popularity of utilizing social media data for research purposes within the biomedical community. In PubMed alone, there have been nearly 2,500 publication entries since 2014 that deal with analyzing social media data from Twitter and Reddit. However, the vast majority of those works do not share their code or data for replicating their studies. With minimal exceptions, the few that do, place the burden on the researcher to figure out how to fetch the data, how to best format their data, and how to create automatic and manual annotations on the acquired data. In order to address this pressing issue, we introduce the Social Media Mining Toolkit (SMMT), a suite of tools aimed to encapsulate the cumbersome details of acquiring, preprocessing, annotating and standardizing social media data. The purpose of our toolkit is for researchers to focus on answering research questions, and not the technical aspects of using social media data. By using a standard toolkit, researchers will be able to acquire, use, and release data in a consistent way that is transparent for everybody using the toolkit, hence, simplifying research reproducibility and accessibility in the social media domain.

'Well that's the most ridiculous thing I have ever heard! No excuse'. A discourse analysis of social media users' othering of non-attenders for cervical screening

Objective: For women cervical cancer is the fourth most commonly diagnosed cancer worldwide, incidences of which have increased by 20% in the UK in two decades. A growing number of people access health information online and as such health promotion campaigns are utilising social media to reach wider audiences.Design: This study adopts a discourse analysis approach to analysing online interactions in relation to cervical cancer screening campaigns. Data were collected from Facebook and Twitter between August 2017 and August 2018.Results: Three approaches in the discursive strategy of othering were identified: (1) Cervical cancer screening presented as an easy, and obvious choice; (2) Footing and the use of statistics to add credibility to posts; (3) Morality positioning and shaming of non-attenders. The findings suggest that in response to such campaigns there is an element of online 'othering' in terms of shaming non-attenders and attempting to delegitimise reasons for non-attendance.Conclusion: Whilst health promotion campaigns should be designed to empower individuals to make informed choices, at times they can lead to stigmatisation of those who do not conform. Future campaigns should focus more on understanding the reasons why women do not attend without dismissing them.

Promoting healthy lifestyle in Chinese college students: evaluation of a social media-based intervention applying the RE-AIM framework

BACKGROUND

A health program aiming at college students is pressingly needed to improve their lifestyle and prevent diseases. However, a health intervention often requires health facilities and the many efforts of health workers. This project attempts to evolve traditional health intervention by using integrated methods based on social media and multiple mobile tools.

METHODS

A total of 110 undergraduates from Zhejiang University were recruited. In all, 87 participants volunteered to enroll in the intervention group, whereas 23 stayed in a control group. Fifteen staff (dietitians, health assistants and a sports coach) used the WeChat app and its plugin Zhishi mini-program for health education, diet and physical activity (PA) supervision during 21 days. Pre-to-post changes of eating habits, physical fitness tests and anthropometry data were measured. The RE-AIM framework was employed to evaluate the intervention, dimensions of which were Reach, Effectiveness, Adoption, Implementation, and Maintenance.

RESULTS

The recruitment rate of students was 79.1%. The intervention group showed significant progress in terms of healthy food intake (all P < 0.05), and an improvement in PA level (P = 0.004) over 21 days. About 60.9% subjects were satisfied with the whole program and 64.4% would like to join the program again.

CONCLUSIONS

This intervention showed a great improvement in healthy behavior with great feasibility for further dissemination.

Social Media Use By People With Diabetes In Saudi Arabia: A Survey About Purposes, Benefits And Risks

PURPOSE

The aim of this study was to analyze the use of social media by people with diabetes in Saudi Arabia and to know the purposes, benefits and risks of its use.

METHODS

In this study a cross-sectional survey was carried out with a random sample of 158 people with all type of diabetes living in Saudi Arabia. The survey was distributed using WhatsApp and Twitter accounts of diabetic associations in Saudi Arabia. Descriptive statistics was used to analyze the data.

RESULTS

The majority of the respondents were females (69%), and most of them had type 1 diabetes (70%). Almost half (47%) of the sampled population stated that they used social media for obtaining information related to diabetes; 34% employed these platforms to get information not linked to diabetes; and the rest, 19%, were not users of social media. Also, the participants used these tools for different purposes; and the most used social media for obtaining diabetes related information were WhatsApp (67%), Twitter (54%) and Snapchat (39%). The principal benefits involved in the utilization of social media were raising awareness about diabetes (78%), improving education among patients (78%), and facilitation of communication between patients and doctors (44%). The respondents pondered that breaching of patient privacy (5%) and dissemination of inaccurate information (30%) were dangers implicated in the use of social media.

CONCLUSION

The outcomes indicated that WhatsApp was the social media most used by the participants to communicate and obtain information about diabetes. According to the participants, social media platforms were useful to improve education, awareness and communication among people with diabetes, family and doctors. However, due to the risks involved in the use of social media, health and educational organizations must work to ensure that the published information is accurate and does not affect the privacy of patients and healthcare providers.

Patients' views on a new treatment for Bulimia nervosa and binge eating disorder combining physical exercise and dietary therapy (the PED-t). A qualitative study

A new group based treatment for patients with bulimia nervosa (BN) and binge eating disorder (BED), combining guided Physical Exercise and Dietary therapy (PED-t), has shown the capacity to alleviate BN and BED symptoms. The PED-t is run by therapists with a professional background in sport sciences and nutrition, which in many clinical settings is an uncommon group of professionals. The symptom reduction effects using the PED-t need validation from patients who have been given this kind of treatment, as negative experiences may impinge further clinical implementation. To explore such experiences, semistructural interviews were conducted with 15 participants. The interviews were transcribed and analyzed using a systematic text condensation approach. Overall, patients experienced the format and content of the PED-t as beneficial and as providing tools to manage BN- and BED symptoms. The patients' experiences of therapist credibility was enhanced by their appreciation of the therapists' professional background. Finally, some treatment modifications were suggested. Overall, the PED-t may thus be offered to patients with BN and BED, by a new set of professionals, and in uncommon settings. This possibility calls for future effectiveness studies integrating both parametric and experiential data.

Design and research of intelligent motion intervention system for infectious diseases

In order to provide a more valuable means of examination, treatment and rehabilitation for patients with chronic diseases by using the intelligent motion control training system, simple obesity, diabetes mellitus, heart disease, hypertension and other four types of chronic diseases with the highest incidence of diseases are taken as the research object. Several patients with each disease are randomly divided into two or three groups to explore the importance of intelligent motor intervention system for patients with chronic diseases during examination, treatment and rehabilitation. The results show that the disease indicators of chronic diseases participated in by intelligent exercise intervention system are improved and decreased in different research diseases. In addition, the intelligent motion intervention system has realized the whole function through four stages: requirement analysis, function design, system implementation and system testing. Finally, it is verified that its function and performance can meet people's needs and achieve the desired goals. At the same time, it provides useful reference for standardizing drug use behavior, improving drug efficacy, reducing adverse reactions, and improving the level of clinical treatment. Thus, under the intervention of intelligent motor system based on K-proximity algorithm, rehabilitation treatment of chronic diseases can not only reduce the physical and mental discomfort of patients, quickly restore their health, but also reduce the pain of patients, reduce anxiety, improve patient satisfaction, shorten the diagnosis and treatment time and reduce the cost of examination, which has obvious improvement effect. Therefore, this study is of great significance for providing a more valuable means of examination, treatment and rehabilitation for patients with chronic diseases.

#Teeth&Tweets: the reach and reaction of an online social media oral health promotion campaign

Aim The aim of the study was to investigate: i) the geographical reach and reaction of the online participants engaging in an oral health campaign 'National Smile Month' UK 2016 (NSM); and ii) whether dental practices during NSM were using Twitter to help address regional oral health inequalities.Methods Twitter posts, that is 'tweets', were collected using the application programming interface (API) software Mozdeh, for one month. Tweets were classified into high, medium or low engagement. Participants' postcode data of the organisation/practice were obtained via an internet search using Google. The geolocation of tweets was then linked by organisations' postcode to the 2015 Index of Multiple Deprivation and the oral health survey of five-year-olds 2014/15, and subsequently mapped using Google Fusion Tables.Results A total of 23,100 tweets were captured with a final total of 2,968 usable tweets from 763 separate accounts. Two hundred and twelve tweets were from dental practices, with 107 classified as low engagement, 99 medium, and 45 high engagement (39 of those tweets were from organisations allied to oral health). Interactive maps were created to give a visual representation of the relationship between those participants producing 'high' impact tweets and the level of dental decay in five-year-olds and deprivation levels.Conclusion The majority of tweets did not promote any specific preventative behaviour. Dental practices in England were not contributing to National Smile Month via Twitter in a way that would improve regional oral health inequalities. In areas of high-need there is evidence of proactive engagement with NSM via Twitter by local authorities and their healthcare partners.

Perspectiva de jovens com diabetes sobre intervenção educativa na rede social Facebook®

Resumo Objetivo Apreender a perspectiva de jovens com diabetes mellitus sobre a participação em um grupo de estimulo ao autocuidado na rede social Facebook®. Métodos Estudo descritivo e exploratório, junto a 35 jovens com diabetes mellitus tipo 1 que participaram de um grupo no Facebook®. Os dados foram coletados por meio de entrevista semi-esturuada e após submetidos à análise de conteúdo, modalidade temática. Resultados Foram identificadas três categorias: assistência convencional oferecida aos jovens com diabetes mellitus; vantagens da utilização do Facebook® para inovação da assistência à saúde, e espírito de comunidade e fortalecimento a partir do Facebook®, as quais mostram que, na perspectiva de jovens com diabetes, a participação no grupo favoreceu o desenvolvimento do espírito de comunidade e o fortalecimento de vínculo entre os pares, além de auxiliar no processo de aceitação da doença e na formação de uma rede de suporte. Além disso, observou-se avaliação positiva sobre a participação, uma vez que os jovens manifestaram o desejo de que outros grupos com características semelhantes fossem implementados. Conclusão Ações educativas na rede social Facebook® são bem aceitas por jovens e pode constituir uma estratégia importante para aproximá-los dos serviços de saúde e auxiliá-los nas ações de autocuidado.

Diabetes on Twitter: A Sentiment Analysis

BACKGROUND

Contents published on social media have an impact on individuals and on their decision making. Knowing the sentiment toward diabetes is fundamental to understanding the impact that such information could have on people affected with this health condition and their family members. The objective of this study is to analyze the sentiment expressed in messages on diabetes posted on Twitter.

METHOD

Tweets including one of the terms "diabetes," "t1d," and/or "t2d" were extracted for one week using the Twitter standard API. Only the text message and the number of followers of the users were extracted. The sentiment analysis was performed by using SentiStrength.

RESULTS

A total of 67 421 tweets were automatically extracted, of those 3.7% specifically referred to T1D; and 6.8% specifically mentioned T2D. One or more emojis were included in 7.0% of the posts. Tweets specifically mentioning T2D and that did not include emojis were significantly more negative than the tweets that included emojis (-2.22 vs -1.48, P < .001). Tweets on T1D and that included emojis were both significantly more positive and also less negative than tweets without emojis (1.71 vs 1.49 and -1.31 vs -1.50, respectively; P < .005). The number of followers had a negative association with positive sentiment strength ( r = -.023, P < .001) and a positive association with negative sentiment ( r = .016, P < .001).

CONCLUSION

The use of sentiment analysis techniques on social media could increase our knowledge of how social media impact people with diabetes and their families and could help to improve public health strategies.

What Are Diabetes Patients Versus Health Care Personnel Discussing on Social Media?

BACKGROUND

Use of social media is increasing rapidly, also in health care and diabetes. However, patients, health care personnel, and patient organizations discuss diabetes on social media very differently. This has led to a lack of common ground when these stakeholders communicate about diabetes and a gap in understanding one another's point of view. Social media have a potential for improved communication if each stakeholder group knows about, acknowledges, and accepts one another's perspective.

METHOD

We extracted and analyzed posts from three Norwegian Facebook groups representing patients, patients' organization, and health care personnel. Qualitative content analysis was done to find the distribution of main categories, followed by a thematic analysis of subcategories that were posted and discussed.

RESULTS

The patient organization's posts are the most equally distributed over the four main identified categories: scientific content, health care services, self-management, and diabetes awareness. The closed patient group's posts were dominated by self-management; the open diabetes nurses' group was dominated by diabetes awareness. The three social media groups differed substantially in what and how they posted and discussed within the main topics. The nurses' open group had percentage-wise both the most liked and commented post, and the posts on self-management had the highest average number of comments.

CONCLUSIONS

There is a big discrepancy in posted information and discussions on social media, between patient closed group, patient organization open group, and health care personnel open group. To reach the aim of using social media for better health, there is a need for more information of what is posted and discussed in the other groups, to harmonize and ensure safe and accurate dissemination of information.

Evaluating the Impact of Year-Long, Augmented Diabetes Self-Management Support

This was a randomized controlled study to test a scalable intervention model addressing the need for ongoing diabetes support. The study included individuals receiving care in a Federally Qualified Health Center (FQHC) with HbA1c >8. The aim of this project was to determine whether augmenting diabetes self-management education (DSME) with support for an economically vulnerable population might better meet patient needs and reduce morbidity and premature mortality. The intervention utilized pre and post comparisons and was designed to test the efficacy of a telephonic diabetes support intervention to increase patient engagement in self-care and with the health care system as a means to improve clinical outcomes. There were significant improvements in HbA1c, body mass index, low-density lipoprotein cholesterol, triglycerides, and depression screening scores in the year following DSME. However, there was no statistically significant difference between the 2 groups. This randomized controlled study demonstrated that comprehensive face-to-face care with consistent assessment and documentation over time in FQHCs produce clinically significant and predictable improvement for people with diabetes. The addition of structured provision of telephonic support overlapping in time with the comprehensive face-to-face process of care in this environment did not produce statistically significant clinical or behavioral care improvement.

Social Media Use in Interventions for Diabetes: Rapid Evidence-Based Review

Background

Health authorities recommend educating diabetic patients and their families and initiating measures aimed at improving self-management, promoting a positive behavior change, and reducing the risk of complications. Social media could provide valid channel to intervene in and deliver diabetes education. However, it is not well known whether the use of these channels in such interventions can help improve the patients’ outcomes.

Objective

The objective of our study was to review and describe the current existing evidence on the use of social media in interventions targeting people affected with diabetes.

Methods

A search was conducted across 4 databases (PubMed, Scopus, EMBASE, and Cochrane Library).The quality of the evidence of the included primary studies was graded according to the Grading of Recommendations Assessment, Development and Evaluation criteria, and the risk of bias of systematic reviews was assessed by drawing on AMSTAR (A MeaSurement Tool to Assess systematic Reviews) guidelines. The outcomes reported by these studies were extracted and analyzed.

Results

We included 20 moderate- and high-quality studies in the review: 17 primary studies and 3 systematic reviews. Of the 16 publications evaluating the effect on glycated hemoglobin (HbA_1c) of the interventions using social media, 13 reported significant reductions in HbA_1c values. The 5 studies that measured satisfaction with the interventions using social media found positive effects. We found mixed evidence regarding the effect of interventions using social media on health-related quality of life (2 publications found positive effects and 3 found no differences) and on diabetes knowledge or empowerment (2 studies reported improvements and 2 reported no significant changes).

Conclusions

There is very little good-quality evidence on the use of social media in interventions aimed at helping people with diabetes. However, the use of these channels is mostly linked to benefits on patients’ outcomes. Public health institutions, clinicians, and other stakeholders who aim at improving the knowledge of diabetic patients could consider the use of social media in their interventions.