Tracking Chinese newspaper coverage of elephant ivory through topic modeling

Mass media worldwide has contributed to increasing awareness of the illegal wildlife trade and its significant impact on wildlife conservation. We used mass media coverage as a proxy for macro-level public opinion to analyze the media framing of elephant ivory in 6394 Chinese newspaper articles published from 2000 to 2021 and thus determine the effects of wildlife policies on public opinion. We focused on 2 events: the Convention on International Trade in Endangered Species of Wild Fauna and Flora (CITES) approval of China as a trading partner in the purchase and import of ivory stockpiles from Africa in July 2008 and the Chinese government's announcement of a domestic ivory ban in December 2016. Using latent Dirichlet allocation topic modeling, we identified 8 topics about elephant ivory and grouped them into 3 frames: ivory arts and culture, ivory crimes, and elephant conservation. Over the last 2 decades, topics related to ivory crimes remained the most prevalent in news articles. Topics about ivory arts and culture showed a significant shift in media salience before and after the 2 events (from 0.44 to 0.19 and from 0.08 to 0.15, respectively, p < 0.05), whereas the other 2 frames did not change significantly. Contrary to popular belief, our results indicated that Chinese macro-level public opinion on ivory had become more negative following the CITES approval of ivory importation and less negative after the ivory ban announcement, at least for certain periods. The relationship between mass media, public opinion, and wildlife trade policies is complex and requires further examination of the sociopolitical dynamics that influence media narratives. Our results showed the value of topic modeling in monitoring and assessing media representations of wildlife issues in the era of big data. Conservationists should remain vigilant of mass media coverage and collaborate with media practitioners to produce comprehensive narratives on wildlife issues if resources permit.

Barriers to and Facilitators of Adjustment Among Iranian Multiple Sclerosis Patients: A Qualitative Study

Patients with multiple sclerosis (MS) experience various physical symptoms and psychosocial problems that disrupt their normal life, and adapting to these conditions is vital for them. Many factors that serve as facilitators of and barriers to achieving adjustment should be identified to be able to help the patients. This study was conducted to explain the experiences of patients with MS regarding the facilitators of and barriers to adjustment using conventional content analysis. The participants consisted of 18 patients, one nurse, one physician, and one patient companion, who were selected from the Multiple Sclerosis Clinic of BouAli, northern Iran, through purposive sampling. Data were collected through individual, in-depth, and semi-structured interviews and analyzed using the method recommended by Elo and Kyngäs (2008). The data analysis generated five subcategories as facilitators and five subcategories as barriers. The subcategories of facilitators included family's appropriate behavior with the patient, occupation, studying and information gathering, religious beliefs, and turning attitude into disease simplification and optimism. The subcategories of barriers were concerns about the uncertain future of the disease, physicians' poor communication and behavior, society's poor attitude, economic problems, and unsatisfactory support by the government and insurance companies. The results showed that a set of individual, environmental, and social factors serves as facilitators of or barriers to the process of adjustment to MS in patients. Gaining knowledge about these factors in congruence with the sociocultural context of the society, as derived from people's real experiences, can help healthcare staff and the family of these patients provide more efficient assistance to the patients for achieving adjustment earlier.

School Health Teachers as Partners in Diabetes Caring: Maternal Perspectives

BACKGROUND

The absence of primary care providers' participation in school health care may require close collaboration between school health teachers and parents. This study explores maternal perspectives on obstacles and improvements in partnerships with school health teachers of children with type 1 diabetes.

METHODS

Participants were recruited using purposive sampling through an online type 1 diabetes self-help group in South Korea. Twenty-two mothers whose children were aged between 7 and 13 and had been diagnosed with type 1 diabetes at least 1 year ago were included. Individual interviews were conducted based on a semi-structured interview guide from February to June 2019. Qualitative data were analyzed using inductive content analysis comprising open coding, coding sheets, grouping, categorization, and abstraction.

RESULTS

Mothers recognized obstacles in eight categories and improvements in nine categories under institutional, interpersonal, and intrapersonal aspects of the partnership with school health teachers. Respondents recognized insufficient legal coverage and guidelines, and also health teacher shortage and workload as obstacles in the institutional dimension. Mothers perceived building trust, compromising to balance responsibilities, and constant and open communication as improvements in the interpersonal dimension. They recognized practical competency and tailored care for ordinary school life as school health teacher-related improvements.

CONCLUSIONS

The findings indicate that school health teachers should compromise to balance responsibilities to improve partnerships with parents in the school health care setting. Institutional improvements, such as establishing robust laws and clear guidelines and increasing the number of school health teachers, should be prioritized.

Digital Patient Education on Xanthelasma Palpebrarum: A Content Analysis

Patient education has been transformed using digital media and online repositories which disseminate information with greater efficiency. In dermatology, this transformation has allowed for patients to gain education on common cutaneous conditions and improve health literacy. Xanthelasma palpebrarum is one of the most common cutaneous conditions, yet there is a poor understanding of how digital materials affect health literacy on this condition. Our study aimed to address this paucity of literature utilizing Brief DISCERN, Rothwell's Classification of Questions, and six readability calculations. The findings of this study indicate a poor-quality profile (Brief DISCERN < 16) regarding digital materials and readability scores which do not meet grade-level recommendations in the United States. This indicates a need to improve the current body of educational materials used by clinicians for diagnosing and managing xanthelasma palpebrarum.

Sexuality and Sexual and Reproductive Health Depiction in Social Media: Content Analysis of Kinyarwanda YouTube Channels

BACKGROUND

Social media platforms such as YouTube can be used to educate people of reproductive age about healthy and nonrisky sexual and reproductive health (SRH) practices and behaviors. However, there is a paucity of evidence to ascertain the authenticity of sexuality and SRH content on Kinyarwanda YouTube, making it difficult to determine the extent to which these topics are covered, the characteristics of available videos, and the themes covered by these videos.

OBJECTIVE

The aims of this study were (1) to determine the extent to which YouTube channels in Kinyarwanda-language videos address sexuality and SRH issues, identify the general characteristics of the available videos (type of video, when published, intention for the audience, and content focus), and the aspects of sexuality and SRH covered; and (2) to identify the themes covered by retrieved Kinyarwanda videos, and the extent to which the channels have been used to communicate issues of sexuality and SRH during the COVID-19 pandemic.

METHODS

Using a content analysis approach, we searched Kinyarwanda YouTube channels to analyze videos about sexuality and SRH. The adopted framework for data collection from social media platforms builds on three key steps: (1) development, (2) application, and (3) assessment of search filters. To be included, an audio and/or visual video had to be in Kinyarwanda and the video had to be directed to the general public. Descriptive statistics (frequency and percentages) were computed to characterize the basic characteristics of retrieved channels, portrayal of the videos, and presentation of sexuality and SRH themes that emerged from retrieved videos. Further analysis involved cross-tabulations to explore associations between the focus of the channel and the date when the channel was opened and the focus of the channel and who was involved in the video.

RESULTS

The YouTube search retrieved 21,506 videos that tackled sexuality and SRH topics. During the COVID-19 pandemic, there was a 4-fold increase (from 7.2% to 30.6%) in channels that solely focused on sexually explicit content. The majority of the 1369 retrieved channels (n=1150, 84.0%) tackled the topic of sexuality, with sexually explicit content predominantly found in the majority of these videos (n=1082, 79%), and only 16% (n=287) of the videos covered SRH topics.

CONCLUSIONS

This is the first study to analyze the use of YouTube in communicating about sexuality and SRH in the Kinyarwanda language. This study relied on videos that appeared online. Further research should gather information about who accesses the videos, and how channel owners and individuals involved in the videos perceive the impact of their videos on the Rwandan community's sexuality and SRH.

Mobility and postural limitations perceived by transtibial amputees undertaking agricultural activities: a qualitative study

PURPOSE

In Colombia, 98% of landmines occur in rural areas, where the main victims of amputation are farmers. The challenges these amputees face in their agricultural work remain unknown. The aim of this study is to determine the mobility and postural limitations these farmers face in carrying out their daily activities.

METHOD

Forty-nine participants meeting the following criteria were interviewed: transtibial amputee, 18 years and over, performs agricultural labour and wears the prosthesis daily. Subsequently, the interview transcripts were subjected to a content conventional analysis and responses were organized according to the abstraction process to identify categories and subcategories of the problems.

RESULTS

Main problems reported were walking on sloping, uneven and wet terrain, problems associated with the stump skin, squatting, kneeling, using vehicles or animals for transportation and carrying objects over 30 kg. Postures such as sitting, running, jumping, and standing on tiptoes were mentioned less frequently.

CONCLUSIONS

In conclusion, the prostheses worn by transtibial amputee farmers are not suitable for working on sloping and uneven terrain, nor for performing postures such as kneeling or squatting. These postures are very common in agricultural and livestock tasks in countries with mountainous areas such as Latin American countries. The recognition of problems reported by farmers transtibial amputees, may help to improve the design of prostheses so that they meet the needs of this population and decrease secondary injuries associated with prosthetic use. This information is useful to identify compensatory postures that facilitate prosthetic adaptation and rehabilitation for amputees.

Hot Topic Recognition of Health Rumors Based on Anti-Rumor Articles on the WeChat Official Account Platform: Topic Modeling

BACKGROUND

Social networks have become one of the main channels for obtaining health information. However, they have also become a source of health-related misinformation, which seriously threatens the public's physical and mental health. Governance of health-related misinformation can be implemented through topic identification of rumors on social networks. However, little attention has been paid to studying the types and routes of dissemination of health rumors on the internet, especially rumors regarding health-related information in Chinese social media.

OBJECTIVE

This study aims to explore the types of health-related misinformation favored by WeChat public platform users and their prevalence trends and to analyze the modeling results of the text by using the Latent Dirichlet Allocation model.

METHODS

We used a web crawler tool to capture health rumor-dispelling articles on WeChat rumor-dispelling public accounts. We collected information from health-debunking articles posted between January 1, 2016, and August 31, 2022. Following word segmentation of the collected text, a document topic generation model called Latent Dirichlet Allocation was used to identify and generalize the most common topics. The proportion distribution of the themes was calculated, and the negative impact of various health rumors in different periods was analyzed. Additionally, the prevalence of health rumors was analyzed by the number of health rumors generated at each time point.

RESULTS

We collected 9366 rumor-refuting articles from January 1, 2016, to August 31, 2022, from WeChat official accounts. Through topic modeling, we divided the health rumors into 8 topics, that is, rumors on prevention and treatment of infectious diseases (1284/9366, 13.71%), disease therapy and its effects (1037/9366, 11.07%), food safety (1243/9366, 13.27%), cancer and its causes (946/9366, 10.10%), regimen and disease (1540/9366, 16.44%), transmission (914/9366, 9.76%), healthy diet (1068/9366, 11.40%), and nutrition and health (1334/9366, 14.24%). Furthermore, we summarized the 8 topics under 4 themes, that is, public health, disease, diet and health, and spread of rumors.

CONCLUSIONS

Our study shows that topic modeling can provide analysis and insights into health rumor governance. The rumor development trends showed that most rumors were on public health, disease, and diet and health problems. Governments still need to implement relevant and comprehensive rumor management strategies based on the rumors prevalent in their countries and formulate appropriate policies. Apart from regulating the content disseminated on social media platforms, the national quality of health education should also be improved. Governance of social networks should be clearly implemented, as these rapidly developed platforms come with privacy issues. Both disseminators and receivers of information should ensure a realistic attitude and disseminate health information correctly. In addition, we recommend that sentiment analysis-related studies be conducted to verify the impact of health rumor-related topics.

The "Loci" of Misinformation and Its Correction in Peer- and Expert-Led Online Communities for Mental Health: Content Analysis

BACKGROUND

Mental health problems are recognized as a pressing public health issue, and an increasing number of individuals are turning to online communities for mental health to search for information and support. Although these virtual platforms have the potential to provide emotional support and access to anecdotal experiences, they can also present users with large amounts of potentially inaccurate information. Despite the importance of this issue, limited research has been conducted, especially on the differences that might emerge due to the type of content moderation of online communities: peer-led or expert-led.

OBJECTIVE

We aim to fill this gap by examining the prevalence, the communicative context, and the persistence of mental health misinformation on Facebook online communities for mental health, with a focus on understanding the mechanisms that enable effective correction of inaccurate information and differences between expert-led and peer-led groups.

METHODS

We conducted a content analysis of 1534 statements (from 144 threads) in 2 Italian-speaking Facebook groups.

RESULTS

The study found that an alarming number of comments (26.1%) contained medically inaccurate information. Furthermore, nearly 60% of the threads presented at least one misinformation statement without any correction attempt. Moderators were more likely to correct misinformation than members; however, they were not immune to posting content containing misinformation, which was an unexpected finding. Discussions about aspects of treatment (including side effects or treatment interruption) significantly increased the probability of encountering misinformation. Additionally, the study found that misinformation produced in the comments of a thread, rather than as the first post, had a lower probability of being corrected, particularly in peer-led communities.

CONCLUSIONS

The high prevalence of misinformation in online communities, particularly when left uncorrected, underscores the importance of conducting additional research to identify effective mechanisms to prevent its spread. This is especially important given the study's finding that misinformation tends to be more prevalent around specific "loci" of discussion that, once identified, can serve as a starting point to develop strategies for preventing and correcting misinformation within them.

Areas of Concern and Support among the Austrian General Population: A Qualitative Content Analytic Mapping of the Shift between Winter 2020/21 and Spring 2022

This study aimed to analyze areas of concern and support of the Austrian general population two years into the COVID-19 pandemic. A representative sample (N = 1031) of the Austrian general population was surveyed online between 19 April 2022 and 26 April 2022. A qualitative study design was used to explore the factors of most considerable current concern (Question 1) and the most important sources of support (Question 2). The responses to the two open-ended questions were evaluated using a conventional content analysis, and categories were formed according to the frequency of the answers. The analysis revealed that inflation and finances (30% of participants) and the war in Ukraine (22%) were the greatest sources of concern, followed by mental health (11%), and physical health (11%). Factors such as social contacts within and outside the family were mentioned most frequently as sources of support (36% of participants), followed by recreational activities (23%) and attitudes and abilities (22%). Compared to data collected at the end of the first year of the pandemic (between 23 December 2020 and 4 January 2021), concern about one's financial situation was now mentioned more frequently (30% vs. 8,5%). On the other hand, different types of pandemic-related concerns were mentioned less often. Social contacts and recreation were mentioned as the most important sources of support at both time points (46% and 36% of the participants). The results suggest that the economic concerns are lagging behind the restrictions imposed by the pandemic. In addition, the impending war in Ukraine seems to have a relevant impact on mental health in Austria. Further nuanced qualitative research, particularly involving vulnerable groups such as low-income individuals and the unemployed, is crucial.

Gender representations and portrayal of adults in children's television advertising: content analysis of prime cartoon channels in India

Introduction

Gender stereotyping in television advertising is a universal phenomenon and has the potential to influence children's perceptions of gender roles. Despite India's enormous child population, gender representation in television advertising is hardly researched.

Methods

This study was conducted using a content analysis methodology to examine gender stereotypes in children's television advertising in India. A total of 189 unique advertisements were selected from six prime cartoon channels, namely Nickelodeon, Disney Channel, Hungama, Cartoon Network, Discovery Kids, and Pogo TV. A stratified constructed sample of 319 central figures from 102 hours of TV viewing was collected over two consecutive weeks in November 2018 during children's prime-time viewings.

Results

This study examines gender role cues in children's television advertising using McArthur and Resko's coding method. The sample was subsequently analyzed using chi-square statistics, and the findings were contextualized and compared with those from other Asian nations. The results indicated that men significantly dominate (voice-over, product authority, autonomous roles, fact-based arguments, other products, end comments, pleasure, and practical rewards), whereas females are stereotyped (dependent roles, product users, portrayal of domestic products in domestic settings, opinion-based arguments, and self-enhancement rewards).

Discussion

However, the results reveal a reduction in certain stereotypical aspects, such as a significant increase in women performing voice-overs and portraying characters with product authority and autonomy, while men exhibit increased involvement with domestic products and rewards such as self-enhancement, practical, and pleasure rewards. The theoretical (social learning and role congruity theory) and practical implications for advertisers and marketers are discussed based on these findings.

Leveraging the Black Girls Run Web-Based Community as a Supportive Community for Physical Activity Engagement: Mixed Methods Study

BACKGROUND

About 59%-73% of Black women do not meet the recommended targets for physical activity (PA). PA is a key modifiable lifestyle factor that can help mitigate risk for chronic diseases such as obesity, diabetes, and hypertension that disproportionately affect Black women. Web-based communities focused on PA have been emerging in recent years as web-based gathering spaces to provide support for PA in specific populations. One example is Black Girls Run (BGR), which is devoted to promoting PA in Black women.

OBJECTIVE

The purpose of this study was to describe the content shared on the BGR public Facebook page to provide insight into how web-based communities engage Black women in PA and inform the development of web-based PA interventions for Black women.

METHODS

Using Facebook Crowdtangle, we collected posts (n=397) and associated engagement data from the BGR public Facebook page for the 6-month period between June 1, 2021, and December 31, 2021. We pooled data in Dedoose to analyze the qualitative data and conducted a content analysis of qualitative data. We quantified types of posts, post engagement, and compared post types on engagement: "like," "love," "haha," "wow," "care," "sad," "angry," "comments," and "shares."

RESULTS

The content analysis revealed 8 categories of posts: shout-outs to members for achievements (n=122, 31%), goals or motivational (n=65, 16%), announcements (n=63, 16%), sponsored or ads (n=54, 14%), health related (n=47, 11%), the lived Black experience (n=23, 6%), self-care (n=15, 4%), and holidays or greetings (n=8, 2%). The 397 posts attracted a total of 55,354 engagements (reactions, comments, and shares). Associations between the number of engagement and post categories were analyzed using generalized linear models. Shout-out posts (n=22,268) elicited the highest average of total user engagement of 181.7 (SD 116.7), followed by goals or motivational posts (n=11,490) with an average total engagement of 160.1 (SD 125.2) and announcements (n=7962) having an average total engagement of 129.9 (SD 170.7). Significant statistical differences were found among the total engagement of posts (χ72=80.99, P<.001), "like" (χ72=119.37, P<.001), "love" (χ72=63.995, P<.001), "wow" (χ72=23.73, P<.001), "care" (χ72=35.06, P<.001), "comments" (χ72=80.55, P<.001), and "shares" (χ72=71.28, P<.001).

CONCLUSIONS

The majority of content on the BGR Facebook page (n=250, 63%) was focused on celebrating member achievements, motivating members to get active, and announcing and promoting active events. These types of posts attracted 75% of total post engagement. BGR appears to be a rich web-based community that offers social support for PA as well as culturally relevant health and social justice content. Web-based communities may be uniquely positioned to engage minoritized populations in health behavior. Further research should explore how and if web-based communities such as BGR can be interwoven into health interventions and health promotion.

Perspectives on Migrant Children's Mental Health Needs and Existing Services: A Qualitative Study Among Psychological Service Providers of Chinese Social Organizations

Background

China is comprehensively promoting the construction of social psychological service system. Social organizations provide psychosocial care services to migrant children in China and hold important information and perspectives different from educators and parents on children's mental health. This study aims to analyze mental health service delivery to migrant adolescents for their psychological well-being, to explore how society responds effectively to their psychological needs and to support in better program implementation of mental health services for migrant children.

Methods

Following qualitative approach semi-structured interviews were conducted with community mental health service providers experienced in working with migrant children. The 15 individual interviews were conducted in Hubei province and Guangdong province, including professionals working with different social organization and social psychological service program in communities. The data were analysed through coding, comparing fragments, constant comparison and recognizing patterns.

Results

The analysis yielded 3 categories (Stimulate the internal strength, Reconstruct the support systems, Understanding and participate in social activities) and 6 sub-categories (Improve the understanding of "me" and explore excellent qualities, Clearly envision "my" future and clear career planning, Improve the parent-child relationship and understand the family environment, Improve subjective support and actively develop support system, Acquire reasonable cognition and behavior and interact with surrounding ecology, Take greater responsibility and cultivate a sense of ownership). The results found that individual traits, family, communities and multiple factors affect the mental health of migrant children and identified the urgent needs, and ways to improve mental health service in efficiently and economically. Social psychological service providers contribute in strengthening the psychological well-being of the migrant children.

Conclusion

Social psychological service sectors need to be strengthened to enhance the psychological well-being of the migrant children. The inherent gaps between the service required and service provided needs to be addressed through further studies on mental health needs of the migrant children.

Identity and pregnancy in conflict?: an examination of sexual minority women using qualitative description

While there is growing documentation of pregnancy among sexual minority women, little research has focused on their perceptions and experiences of conflict between sexual minority identity and pregnancy. Because of this, this study used Social Identity Theory and qualitative descriptive analysis to explore the following questions: do sexual minority women perceive sexual minority identity and pregnancy as in conflict; and if so, from where does this conflict arise and how do sexual minority women experience it? Participants included 21 lesbian, gay, bisexual, queer and other non-heterosexual cisgender women, a third of whom had previously been pregnant. Themes captured internally located conflict, including participants who saw pregnancy as irrelevant and those who experienced pregnancy as acceptable for sexual minority women; imposed conflict from healthcare contexts, including both health provider assumptions and imposed conflict on reproductive autonomy; and ambivalence. Overall, few participants noted internalised conflict between their sexual minority identity and pregnancy. Instead, sexual minority women experienced ambivalence or imposed conflict between their sexual minority identities and pregnancy from their health providers, although this imposed conflict was not limited to sexual orientation.

DynAMoS: The Dynamic Affective Movie Clip Database for Subjectivity Analysis

In this paper, we describe the design, collection, and validation of a new video database that includes holistic and dynamic emotion ratings from 83 participants watching 22 affective movie clips. In contrast to previous work in Affective Computing, which pursued a single "ground truth" label for the affective content of each moment of each video (e.g., by averaging the ratings of 2 to 7 trained participants), we embrace the subjectivity inherent to emotional experiences and provide the full distribution of all participants' ratings (with an average of 76.7 raters per video). We argue that this choice represents a paradigm shift with the potential to unlock new research directions, generate new hypotheses, and inspire novel methods in the Affective Computing community. We also describe several interdisciplinary use cases for the database: to provide dynamic norms for emotion elicitation studies (e.g., in psychology, medicine, and neuroscience), to train and test affective content analysis algorithms (e.g., for dynamic emotion recognition, video summarization, and movie recommendation), and to study subjectivity in emotional reactions (e.g., to identify moments of emotional ambiguity or ambivalence within movies, identify predictors of subjectivity, and develop personalized affective content analysis algorithms). The database is made freely available to researchers for noncommercial use at https://dynamos.mgb.org.

Decoding hidden darknet networks: What we learned about the illicit fentanyl trade on AlphaBay

The opioid epidemic, impacted from the proliferation of fentanyl, has added impetus to the need to detect fentanyl, sources of fentanyl, and places where fentanyl and drugs adulterated with fentanyl are available. Many darknet marketplaces (DNMs) have rules that ban fentanyl. However, it is unclear how these affect the fentanyl market. Using the AlphaBay DNM as a case study, we conducted mixed methods qualitative research. We scraped and analyzed data from the AlphaBay I2P website using, among other methods, content and social network analysis, to uncover hidden fentanyl networks. Our research highlights the next evolution of darknet marketplaces - the migration of DNMs from Tor to I2P and the methods that can be used identify fentanyl networks, irrespective of where sites are: I2P, Tor, or multihomed on I2P and Tor. Despite its ban in the Global AlphaBay Rules, our research revealed the sale of fentanyl on the AlphaBay DNM. Unlike previous studies, our findings predominantly revealed the covert sale of fentanyl on AlphaBay and predatory vendors selling illicit drugs, which unbeknownst to buyers, contained fentanyl. To a lesser extent, our findings identified the overt sale of fentanyl patches on AlphaBay. Although we examined only one DNM, the prevalence of the covert sale of fentanyl and the presence of predatory vendors underscores the importance of research that decodes the language of vendors who surreptitiously sell fentanyl or drugs adulterated with fentanyl or other illicit substances. The results of our research can inform strategies aimed at disrupting and dismantling DNM fentanyl networks.

Nurse educators' views of integrating culturally and linguistically diverse future registered nurses into healthcare settings: A qualitative descriptive study

AIM

To describe nurse educators' views of how culturally and linguistically diverse future registered nurses are integrated into healthcare settings.

DESIGN

A qualitative descriptive design was adopted.

PARTICIPANTS

A total of 20 nurse educators were recruited from three higher education institutions in Finland.

METHODS

Participants were recruited in the spring of 2021 through snowball sampling. Individual semi-structured interviews were held and recorded. The collected data were analysed using inductive content analysis.

RESULTS

The performed content analysis identified a total of 534 meaning units from the data, which were categorized into 343 open codes and 29 sub-categories. Furthermore, nine categories were identified and categorized into three main categories. The first main category was pre-graduation and represented a time point during which educators experienced early integration, nurse educator support and cooperation with stakeholders. The second main category was integration strategies into healthcare settings, which included workplace strategies, language competence and individual competencies and attributes. The third main category was the post-graduation experience, during which educators reported organizational readiness, migration and efficacy of the integrational model.

CONCLUSIONS

The results revealed a need for increased resources linked to how nurse educators support the integration of culturally and linguistically diverse future registered nurses. Moreover, a nurse educator's presence during the last clinical placement, early transition and integration was found to exert a significant effect on the smooth integration of culturally and linguistically diverse future nurses.

IMPACT

This study establishes the need to enhance stakeholder cooperation between universities and other organizations towards supporting the integration process. Maximizing nurse educators' support during the final clinical practice, early transition and post-graduation allows for successful integration and intention to stay.

REPORTING METHOD

This study was reported according to the Standards for Reporting Qualitative Research (SRQR).

PATIENT OR PUBLIC PARTICIPATION

Participating educators shared their experiences of culturally and linguistically diverse future nurses' integration.

Information on advance care planning on websites of dementia associations in Europe: A content analysis

OBJECTIVE

To gain insight into the advance care planning (ACP) content provided on dementia associations' websites in Europe.

METHODS

We conducted a content analysis of dementia associations' websites in Europe regarding ACP information, using deductive and inductive approaches and a reference framework derived from two ACP definitions.

RESULTS

We included 26 dementia associations' websites from 20 countries and one European association, covering 12 languages. Ten websites did not mention ACP. The information on the remaining 16 varied in terms of themes addressed and amount of information. Four explicitly define ACP. Several websites made multiple references to legal frameworks (n = 10, 705 excerpts), choosing legal representatives (n = 12, 274 excerpts), and care and treatment preferences (n = 14, 89 excerpts); while themes such as communication with family (n = 9, 67 excerpts) and professionals (n = 9, 49 excerpts) or identifying personal values (n = 9, 73 excerpts) were mentioned on fewer websites or addressed in fewer excerpts.

CONCLUSION

ACP content is non-existent in 10 out of 26 dementia associations' websites. On those that have ACP content, legal and medical themes were prominent. It would be beneficial to include more comprehensive ACP information stressing the importance of communication with families and professionals, in line with current ACP conceptualisations framing ACP as an iterative communication process, rather than a documentation-focused exercise.

Spinal Cord Stimulation and Related Health Information on Social Media: An Analysis of Instagram Posts

INTRODUCTION

Spinal cord stimulation (SCS) has been a well-established, effective, minimally invasive procedure for the treatment of chronic medically refractory neuropathic pain involving the limbs and trunk. Social media platforms, including Instagram, are increasingly being used for medical education and sharing patient experiences. This study aimed to investigate posts related to SCS on Instagram.

METHODS AND MATERIALS

This study presents a comprehensive analysis of Instagram posts utilizing the hashtags #spinalcordneuromodulation, #spinalcordstimulation, #spinalcordstimulationsurgery, #spinalcordstimulationtherapy, and #spinalcordstimulationimplant, all of which were collected on August 1, 2023. The outcomes were organized into four distinct source-based categories: posts generated by medical practitioners (both surgeons and non-surgeons); content shared by medical organizations; content created by patients; and content from indeterminate categories. The content was further classified based on its nature, encompassing educational material and reflections on patient or physician experiences. Moreover, the impact of users was evaluated in terms of their follower count and the count of posts.

RESULTS

The search yielded a total of 4983 posts. The majority of posts were created by medical practitioners (38.53%, n = 1920). The distribution of remaining Instagram posts about SCS was as follows: medical organizations for 35% (n = 1744), patients for 24.12% (n = 1202), and indeterminate categories for 2.35% (n = 117). Among the collected posts, 348 (41.4%) originated from accounts associated with medical practitioners, 286 (34%) from medical organizations, 145 (17.2%) from patients, and 62 (7.4%) remained unspecified. The statistical analysis revealed a significant difference in follower distribution between medical practitioners and all other groups (p<0.001). Reported side effects included pain over the implant (n = 257; 88.92%), lead migration (n = 18; 6.22%), infection (n = 9; 3; 11%), and seroma (n = 5; 1.73%).

CONCLUSIONS

When searching for posts about SCS on Instagram, one is more likely to encounter posts authored by medical practitioners that are mostly focused on educational content. Posts created by medical practitioners may be overshadowed and buried among numerous other posts created by patients. We suggest posting educational medical content with the hashtag #MedEd in an attempt to make educational content more easily accessible.

Relatives' negotiations with healthcare professionals during older people's admission in an emergency department: An ethnographic study

BACKGROUND

Relatives are recognised as important for older patients' care and treatment. Variations in relatives' opportunities to negotiate the quality and continuity of older people's care and treatment can potentially lead to inequality in older people's access to care and treatment.

AIM

This study aimed to examine relatives' opportunities and strategies for negotiation with health care professionals (HCPs) during the admission of older people to emergency departments in Denmark.

MATERIALS AND METHODS

We planned a qualitative ethnographical study employing a hermeneutic approach. Observations focused on social situations and interactions between relatives and HCPs. The analysis was guided by qualitative content analysis.

RESULTS

The analysis derived one main theme, attitude to action, containing three subthemes: frustration obtaining access, presenting the case and a powerful relationship. Being active appeared to be essential to achieving possibilities for negotiation with HCPs.

DISCUSSION

Inspired by Bourdieu, habitus, doxical values and institutional logics of relatives seem to affect their opportunities to negotiate with HCPs during older people's admission to an emergency department.

CONCLUSION

Active and proactive relatives seem to have better opportunities to negotiate with HCPs during older people's acute hospital admission than reactive, passive and hesitant relatives. The logic of public management and the medical profession seem to dominate and influence doxa in the EDs and put special demands on the relatives. This imbalance constitutes a risk of inequality in older people's access to health.

Challenges with using popular entertainment to address mental health: a content analysis of Netflix series 13 Reasons Why controversy in mainstream news coverage

Background

Mental health conditions and psychiatric disorders are among the leading causes of illness, disability, and death among young people around the globe. In the United States, teen suicide has increased by about 30% in the last decade. Raising awareness of warning signs and promoting access to mental health resources can help reduce suicide rates for at-risk youth. However, death by suicide remains a taboo topic for public discourse and societal intervention. An unconventional approach to address taboo topics in society is the use of popular media.

Method

We conducted a quantitative content analysis of mainstream news reporting on the controversial Netflix series 13 Reasons Why Season 1. Using a combination of top-down and bottom-up search strategies, our final sample consisted of 97 articles published between March 31 and May 31, 2017, from 16 media outlets in 3,150 sentences. We systematically examined the news framing in these articles in terms of content and valence, the salience of health/social issue related frames, and their compliance with the WHO guidelines.

Results

Nearly a third of the content directly addressed issues of our interest: 61.6% was about suicide and 38.4% was about depression, bullying, sexual assault, and other related health/social issues; it was more negative (42.8%) than positive (17.4%). The criticism focused on the risk of suicide contagion, glamorizing teen suicide, and the portrayal of parents and educators as indifferent and incompetent. The praise was about the show raising awareness of real and difficult issues young people struggle with in their everyday life and serving as a conversation starter to spur meaningful discussions. Our evaluation of WHO guideline compliance for reporting on suicide yielded mixed results. Although we found recommended practices across all major categories, they were minimal and could be improved.

Conclusion

Despite their well intentions and best efforts, the 13 Reasons Why production team missed several critical opportunities to be better prepared and more effective in creating social impact entertainment and fostering difficult dialogs. There is an urgent need to train news reporters about established health communication guidelines and promote best practices in media reporting on sensitive topics such as suicide.

A risk identification model for detection of patients at risk of antidepressant discontinuation

Purpose

Between 30 and 68% of patients prematurely discontinue their antidepressant treatment, posing significant risks to patient safety and healthcare outcomes. Online healthcare forums have the potential to offer a rich and unique source of data, revealing dimensions of antidepressant discontinuation that may not be captured by conventional data sources.

Methods

We analyzed 891 patient narratives from the online healthcare forum, "askapatient.com," utilizing content analysis to create PsyRisk-a corpus highlighting the risk factors associated with antidepressant discontinuation. Leveraging PsyRisk, alongside PsyTAR [a publicly available corpus of adverse drug reactions (ADRs) related to antidepressants], we developed a machine learning-driven algorithm for proactive identification of patients at risk of abrupt antidepressant discontinuation.

Results

From the analyzed 891 patients, 232 reported antidepressant discontinuation. Among these patients, 92% experienced ADRs, and 72% found these reactions distressful, negatively affecting their daily activities. Approximately 26% of patients perceived the antidepressants as ineffective. Most reported ADRs were physiological (61%, 411/673), followed by cognitive (30%, 197/673), and psychological (28%, 188/673) ADRs. In our study, we employed a nested cross-validation strategy with an outer 5-fold cross-validation for model selection, and an inner 5-fold cross-validation for hyperparameter tuning. The performance of our risk identification algorithm, as assessed through this robust validation technique, yielded an AUC-ROC of 90.77 and an F1-score of 83.33. The most significant contributors to abrupt discontinuation were high perceived distress from ADRs and perceived ineffectiveness of the antidepressants.

Conclusion

The risk factors identified and the risk identification algorithm developed in this study have substantial potential for clinical application. They could assist healthcare professionals in identifying and managing patients with depression who are at risk of prematurely discontinuing their antidepressant treatment.

Using Machine Learning of Online Expression to Explain Recovery Trajectories: Content Analytic Approach to Studying a Substance Use Disorder Forum

BACKGROUND

Smartphone-based apps are increasingly used to prevent relapse among those with substance use disorders (SUDs). These systems collect a wealth of data from participants, including the content of messages exchanged in peer-to-peer support forums. How individuals self-disclose and exchange social support in these forums may provide insight into their recovery course, but a manual review of a large corpus of text by human coders is inefficient.

OBJECTIVE

The study sought to evaluate the feasibility of applying supervised machine learning (ML) to perform large-scale content analysis of an online peer-to-peer discussion forum. Machine-coded data were also used to understand how communication styles relate to writers' substance use and well-being outcomes.

METHODS

Data were collected from a smartphone app that connects patients with SUDs to online peer support via a discussion forum. Overall, 268 adult patients with SUD diagnoses were recruited from 3 federally qualified health centers in the United States beginning in 2014. Two waves of survey data were collected to measure demographic characteristics and study outcomes: at baseline (before accessing the app) and after 6 months of using the app. Messages were downloaded from the peer-to-peer forum and subjected to manual content analysis. These data were used to train supervised ML algorithms using features extracted from the Linguistic Inquiry and Word Count (LIWC) system to automatically identify the types of expression relevant to peer-to-peer support. Regression analyses examined how each expression type was associated with recovery outcomes.

RESULTS

Our manual content analysis identified 7 expression types relevant to the recovery process (emotional support, informational support, negative affect, change talk, insightful disclosure, gratitude, and universality disclosure). Over 6 months of app use, 86.2% (231/268) of participants posted on the app's support forum. Of these participants, 93.5% (216/231) posted at least 1 message in the content categories of interest, generating 10,503 messages. Supervised ML algorithms were trained on the hand-coded data, achieving F1-scores ranging from 0.57 to 0.85. Regression analyses revealed that a greater proportion of the messages giving emotional support to peers was related to reduced substance use. For self-disclosure, a greater proportion of the messages expressing universality was related to improved quality of life, whereas a greater proportion of the negative affect expressions was negatively related to quality of life and mood.

CONCLUSIONS

This study highlights a method of natural language processing with potential to provide real-time insights into peer-to-peer communication dynamics. First, we found that our ML approach allowed for large-scale content coding while retaining moderate-to-high levels of accuracy. Second, individuals' expression styles were associated with recovery outcomes. The expression types of emotional support, universality disclosure, and negative affect were significantly related to recovery outcomes, and attending to these dynamics may be important for appropriate intervention.

Suicide in Later Life in Uruguay: A Suicide Note Analysis

Suicide is a significant public health challenge worldwide, with inconsistent behavioral patterns. This study examined the psychological processes underlying 191 suicide notes left by older adults in Uruguay, a country doubling global and regional suicide rates, with the highest prevalence among those aged 60+. Uruguay highlights in the region as a high-income country. Through content analysis with an inter-judge strategy, the notes revealed that loneliness, loss of interest, and loss of meaning for life, were prevalent. Financial hardship was not a primary reason for suicide. Social connectedness was highlighted as a factor for reducing suicide risk in older adults, particularly those with ill health and physical impairment. The study sheds light on the need to expand social services aimed at reducing loneliness and the need to combat ageism and social prejudice towards suicide in Uruguay, providing valuable insights into suicide prevention strategies for older adults in diverse social settings.

Understanding Caregiver Challenges: A Comprehensive Exploration of Available Resources to Alleviate Caregiving Burdens

INTRODUCTION

Aging is associated with significant alterations in physical, cognitive, and emotional functions, predisposing older adults to multimorbidity and functional dependence that necessitate assistance with the activity of daily living (ADL) and medical care from caregivers. With a substantial increase in the aging population comes a growing demand for caregivers, particularly informal caregivers who provide unpaid care to older adults with complex needs. However, they face substantial physical, emotional, and financial burdens as they balance caregiving with their family and job demands.

AIM

This study aimed to explore key challenges faced by caregivers and the resources they need to address their caregiving burden. Additionally, we wanted to identify whether the number of years of caregiving is associated with their burden. These study findings will inform the design and development of our smartphone app which aims to alleviate the burden of diseases for older adults and the burden of caregiving for caregivers.

METHODS

From October to December 2022, we invited 80 self-reported caregivers for an anonymous online survey. The caregivers were located in three cities (Galveston, Houston, and Dallas in Texas) and were affiliated with the International Buddhist Progress Society-Dallas (IBPS Dallas) and the University of Texas Medical Branch (UTMB) Osher Lifelong Learning Institute (OLLI). The collected data were subjected to content analysis through systematic examination for meaningful patterns, themes, and insights. Individual characteristics and caregiving experiences were divided by years of care: 0-4 vs. 5+ years to investigate whether the caregiving burden was affected by the duration of caregiving.

RESULTS

The results showed several important insights, including gender dynamics and traditional norms, the advanced age of caregivers, and the prevalent health conditions they are managing. Caregivers' roles ranged from medical (insurance and medication assistance, etc.) at 63.8% to the provision of non-medical related resources (basic needs, utility, transportation, financial assistance, etc.) at 96.3%. Caregiving is also associated with some positive outcomes, such as changes in knowledge and skills (77.5%) with more confidence in ADL support tasks and a deepening of caregiver/care recipient dyad relationships (56.3%). Some faced challenges in navigating complex healthcare and social service systems and others experienced neglect and received inadequate support from the government-supported social services (33.8%). However, there is no significant variation between those with 0-4 and 5+ years of experience across all identified themes, suggesting that the burdens and resource needs of caregivers can manifest early on and are likely to persist beyond the five-year mark.

CONCLUSION

Our findings reveal that the number of caregiving years does not significantly influence the types of caregiving burden experienced by caregivers or the resources they require. This indicates the need for providing long-term support to older adults with chronic conditions from the early stage, while also emphasizing the critical role of immediate assistance for caregivers to alleviate caregiving burden. A free-of-charge technology like our smartphone app has the potential to effectively reduce stress for caregivers, offering them support at any time and place. Future studies will focus on evaluating the outcomes of caregivers after utilizing our app.

Using Patient Blogs on Social Media to Assess the Content Validity of Patient-Reported Outcome Measures: Qualitative Analysis of Patient-Written Blogs

BACKGROUND

Patient-reported outcome measures (PROMs) are questionnaires that measure patient outcomes related to quality of life, health, and functioning, and are increasingly used to assess important outcomes from the patient's perspective. For PROMs to contribute to better health and better care, it is vital that their content validity be adequate. This requires patient involvement in various steps of PROM development. PROM developers not only recognize the benefits of patient involvement but also report difficulties in recruiting patients and experience patient involvement as time-consuming, logistically challenging, and expensive.

OBJECTIVE

This study seeks to explore different strategies for disclosing the experiential knowledge of patients, namely through analyzing patient stories on the web and social media. The research questions are as follows: (1) how do bloggers living with a disease experience their health-related quality of life? (2) How are these experiences reflected in the domains and items of PROMs related to their disease?

METHODS

First, a qualitative analysis of blogs written by patients was performed. Second, subthemes and underlying codes resulting from this qualitative analysis were systematically compared with the domains and items in PROMs for the respective diseases that the bloggers write about. Blogs were identified via the Google search engine between December 2019 and May 2021.

RESULTS

Bloggers describe a wide range of experiences regarding their physical functioning and health; mental well-being; social network and support; daily life, education, work, and leisure; coping; and self-management. Bloggers also write about their positive and negative experiences with health care delivery, the organization of health care, and health care professionals. In general, patients' experiences as described in blogs were reflected in the domains and items of the PROMs related to their disease. However, except for diabetes mellitus, in all the sets of PROMs, potentially missing topics could be identified. Similarly, with the exception of Parkinson disease, all PROMs address issues that patients did not write about in their blogs and that might therefore be redundant.

CONCLUSIONS

Web-based patient stories in the form of blogs reveal how people living with a certain disease experience their health-related quality of life. These stories enable analyses of patients' experiences that can be used to assess the content validity of PROMs. This can be a useful step for researchers who are looking for sets of measuring instruments that match their purposes.