Discussion Threads Research Articles

Social media‐enabled crisis response in Vietnam: A tương thân tương ái perspective

AbstractA growing amount of information systems (IS) research is examining the use of social media to enable effective crisis response. However, existing studies have overlooked the impact of indigenous concepts, which play an important role in crisis response. Our study intends to offer an indigenous perspective to this research stream by examining how social media‐enabled crisis response is enacted in Vietnam. We used COVID‐19 as the focal crisis and collected a rich set of discussion threads from social media. By analysing the data through the grounded theory method, our study identifies the indigenous theoretical concept of tương thân tương ái. We further unveil a process model consisting of six mechanisms through which tương thân tương ái inspires crisis response on social media and three roles assumed by social media during this process. Our study contributes to the literature on social media‐enabled crisis response by providing an indigenous perspective and a context‐specific explanation. It also enriches IS theory in the Association of Southeast Asian Nations (ASEAN) by investigating how the indigenous concept of tương thân tương ái influences Vietnam's crisis response on social media. Our findings also provide guidelines that can help communities beyond Vietnam to promote the values of tương thân tương ái during crisis response.

Online Discourse and Gender Roles in Parenting: Evidence From Mothering.com Forums

This research investigates the reinforcement and challenge of traditional gender roles in contemporary parenting by analyzing discussion threads from the online forum Mothering.com. Drawing from West and Zimmerman's theory of “doing gender” and Connell and Messerschmidt's gender theory, the study explores how users navigate gender norms in their discussions on parenting. The analysis uncovers a nuanced relationship between adhering to and resisting conventional gender roles. While many participants uphold traditional expectations of mothers as primary caregivers and fathers as breadwinners, there is also notable advocacy for more equitable parenting practices. The results underscore both the persistence of traditional gender norms and a growing movement toward gender equality in family dynamics. This research contributes to understanding about the impact of digital platforms on discussions of gender roles in parenting while offering useful considerations for the changing perceptions about motherhood and fatherhood within the digital age.

“If I started to identify as a bird, would I stop being human?” Networked transphobia in lesbian popular culture spaces

ABSTRACT Transphobic discourses have become prominent even as media representations of gender non-conformity have increased, demonstrating the paradoxes of media visibility for the status of minority groups. Illustrating this phenomenon, transphobic commentary proliferates on two iterations of The L Chat (TLC), online forums centered on popular culture topics of particular interest to lesbians. Presenting a critical qualitative analysis of TLC discussion threads about actor Elliot Page, and transgender and nonbinary identities, activism, and politics, this article identifies how these contribute to what is theorized as a broader global phenomenon of networked transphobia. While some of the themes identified overlap with those found in other research on transphobia, the TLC threads reflect complexities arising from the posters’ political positionalities, and suggest that the circulation of regressive discourses on sex and gender attain distinct specificities at particular online spaces, including discussions filtered through interests in popular culture.

The idea marketplace: Diversity, social capital, and innovation

AbstractFirms increasingly leverage idea markets, where participants (such as employees) generate, improve, and evaluate ideas on a collaborative digital platform. Different participants contribute differently to the ideation process, some generating high quality ideas while others initiating discussion threads and commenting on the ideas to further enhance the ideas’ quality. Such diverse contributions may be importantly influenced by the participants’ diverse social capital—resource access and status—in their pre-existing network. We theorize this relationship and further test our hypotheses by conducting two idea market studies, one involving only a firm’s employees (Study 1: closed innovation) and the other further incorporating non-employees (Study 2: open innovation). We show that the higher quality ideas are generated by the participants with greater resource access, whereas continued engagement, including contributing larger quantities of ideas, discussion threads, and comments, stems from those with higher status. These findings have important implications for ideator recruitment and idea market design.

Online paedophiles and the criminal justice experience: A qualitative perspective

BackgroundOnline forums provide a conduit for anonymous communication within deviant subcultures, such as online paedophiles. This helps to build virtual communities of support. ObjectiveThis study explores the experience of paedophiles in the criminal justice system as reported by those who experienced it on such a forum. By analysing and understanding the experiences disclosed by these individuals, we may be able to design more targeted prevention strategies and treatment options.Participants and Setting.Data are from one online forum discussion thread that includes 595 online forum posts by 212 unique usernames ranging over 11 years from 2012 to 2023. This forum claims to be an anonymous “therapeutic community” for paedophiles and does not allow the sharing of media (e.g., videos or images). MethodsThis study uses an inductive approach to analyse the posts and discover the perspective and concerns of users who have experienced or are faced with prosecution and punishment. ResultsSeven main themes emerged from the posts on this thread: support and praise, techniques of neutralisation, life in prison, anxiety and mental health, relationships, therapy, and difficulties post-prison. ConclusionsThe forum provided an important source of support among a virtual community of people who shared similar sexual interest in children and feel rejected and demonised by mainstream society. The thread functioned like an “echo chamber” that reinforced a positive view of users' deviant interest. Individuals who had been prosecuted for their offending were returning to the forum, which may encourage reoffending. Parole boards and probation officers may need to consider limiting or restricting access to the Internet, particularly the Tor network, when setting release conditions. Implications for treatment focus on challenging the justifications and excuses used by paedophiles.

Evaluating the Accuracy of ChatGPT in Common Patient Questions Regarding HPV+ Oropharyngeal Carcinoma.

Large language model (LLM)-based chatbots such as ChatGPT have been publicly available and increasingly utilized by the general public since late 2022. This study sought to investigate ChatGPT responses to common patient questions regarding Human Papilloma Virus (HPV) positive oropharyngeal cancer (OPC). This was a prospective, multi-institutional study, with data collected from high volume institutions that perform >50 transoral robotic surgery cases per year. The 100 most recent discussion threads including the term "HPV" on the American Cancer Society's Cancer Survivors Network's Head and Neck Cancer public discussion board were reviewed. The 11 most common questions were serially queried to ChatGPT 3.5; answers were recorded. A survey was distributed to fellowship trained head and neck oncologic surgeons at 3 institutions to evaluate the responses. A total of 8 surgeons participated in the study. For questions regarding HPV contraction and transmission, ChatGPT answers were scored as clinically accurate and aligned with consensus in the head and neck surgical oncology community 84.4% and 90.6% of the time, respectively. For questions involving treatment of HPV+ OPC, ChatGPT was clinically accurate and aligned with consensus 87.5% and 91.7% of the time, respectively. For questions regarding the HPV vaccine, ChatGPT was clinically accurate and aligned with consensus 62.5% and 75% of the time, respectively. When asked about circulating tumor DNA testing, only 12.5% of surgeons thought responses were accurate or consistent with consensus. ChatGPT 3.5 performed poorly with questions involving evolving therapies and diagnostics-thus, caution should be used when using a platform like ChatGPT 3.5 to assess use of advanced technology. Patients should be counseled on the importance of consulting their surgeons to receive accurate and up to date recommendations, and use LLM's to augment their understanding of these important health-related topics.

Evading Military Service and Tales of Hidden Artillery: Military Legends in Estonian Folklore

The article explores Estonian military lore, focusing on the legends and rumours that circulated mainly among men conscripted into the Soviet army, but also among those who served in the Estonian Defence Forces. Many of these legends played an important role in fostering a sense of camaraderie among the troops and continue to circulate as part of men’s oral tradition. Although, unfortunately, the legends were not collected during their active spread, we can get some idea of this cultural phenomenon from discussion threads posted on online military forums (e.g., www.militaar.net) and from comparative material sent to the Estonian Folklore Archives in the 1990s. The legends and rumours in the memories of servicemen and veteran soldiers tell us about hidden weapons, army discipline, strategies to evade military service, sexuality, fate, and serendipity, as well as exploring particular natural objects in local landscapes (bridges, secret passages, etc.).

Incel bonding: Stories and storytelling in online misogynist spaces

Involuntary celibates, or incels, are part of a misogynistic, extremist subculture that has been linked to acts of mass violence. Unlike other alt-right communities, the incel subculture exists entirely online, and participants rarely, if ever, interact in face-to-face settings. Using an original dataset of 76 discussion threads drawn from two self-identified incel Web sites, this paper investigates how participants on incel discussion boards engage in bonding activities that foster a sense of commitment to the online incel community. We build on sociological understandings of narrative and storytelling to identify and describe three interactive storytelling practices that are facilitated by the affordances of these digital spaces: repetition, co-creation, and elaboration. These practices enable incel participants to share similar experiences, apply elements of the incel ideology to interpret off-line events, and elaborate boundaries between incels and those that they perceive as “normies”. Our study reveals how online bonding activities generate robust collective identities in the incel subculture. It also highlights crucial differences between online and face-to-face storytelling practices in alt-right communities.

The effects of politeness in shaping discourse in online debates

Computer-supported collaborative argumentation is an online activity that can engage students in deep discussion and analysis of complex problems. Given the potentially confrontational nature of argumentation, using polite language becomes a strategic approach to prevent breakdowns in group communication and nurture productive dialogues. This study aims to understand how politeness and argumentation moves influence subsequent conversation dynamics in online debates. Student postings in threaded discussions (from 20 online debates containing 2,008 messages posted by students across five semesters of a graduate-level course on distance education) were coded and scored on politeness and impoliteness using natural language processing software. The scored postings were examined to determine how impoliteness and politeness impact students’ proclivity to engage in and produce more sustained argumentative exchanges to evaluate presented claims thoroughly. The findings show that impoliteness steadily increased by up to 84% as contentious discussion threads reached 7 levels deep, and impoliteness was significantly higher in frequency in postings presenting challenges. Correspondingly, the use of politeness increased steadily by up to 139% as discussion threads reached 6 levels deep, with the frequency of politeness nearly equal across postings presenting challenges, explanations, and evidence.

Doing citizen sociosemiotics in the Covid-19 pandemic

In May 2020, in the beginning of the Covid-19 pandemic, we set up the transmedia space PanMeMic, and involved our social networks, in a snowball fashion, to exchange observations and reflections on the changes in communication and social interactions ensuing from the restrictions imposed. We adopted a citizen approach towards co-constructing knowledge about semiotic practices, by integrating tenets of social semiotics, ethnography and citizen sociolinguistics. The article reports on the activities and discusses the potentials and limitations of the approach through analysis of the posts and discussions that took place in the PanMeMic Facebook group. It shows results quantitatively and then zooms in to offer a qualitative analysis of one discussion thread, with the aim of illustrating the potential and limitations of PanMeMic as a platform for citizen semiotic research and providing indications for future socially engaged and engaging research.

What Does a Downvote Do? Performing Complementary and Competing Knowledge Practices on an Online Platform

Large-scale online platforms powered by user-generated content are extensively researched as venues of learning and knowledge production. In this ethnographically oriented study, we examine knowledge practices on a community question answering platform for computer programmers in relation to the platform mechanics of voting. Grounded in the practice theoretical perspective and drawing on the analysis of online discussion threads and platform-related online materials, our study unpacks the dominant practice of crowd-based curation, the complementing practice of distributed moderation, and the more marginal practice of providing feedback to content producers. The practices co-exist in tension and consonance, which are embedded in the materiality of the platform and are continuously enacted through user discursive boundary work, sustaining the mentioned practices as intelligible for other users, and outlining what counts as legitimately participation on the platform. The study contributes to existing research on the roles voting plays on online platforms, as well as offers implications for research on social and material organization of users' online practices. The study also discusses that it is the ambiguity around the mechanics of voting that allows practices to co-exist. While this ambiguity is often discussed by users as problematic, we suggest as potential implication of our study that it may be productive to design platforms for workable forms of ambiguity allowing knowledge practices to co-exist in tension and to provide space for user negotiations of these practices.

Peer appraisal, participatory surveillance, and experiential mentoring: explicating communicative practices of participatory learning in an online support group for people with binging experiences

Much research has examined how participants in online support groups (OSGs) seek information or exchange social support while neglecting peer learning among users. Applying the perspective of community of practice (CoP), we conceptualize peer communications in OSGs as a participatory learning process of sharing and managing experiential knowledge. To explicate this learning process, we thematically analyzed 1,084 discussion threads in an anonymous Chinese OSG formed around binge eating. Our findings identified three informal strategies of participatory learning: (a) peer appraisal to validate shared suffering, (b) participatory surveillance to monitor peer progress, and (c) experiential mentoring to corroborate coping practices. This study elucidates the process by which OSGs generate, validate, and consolidate experiential knowledge through peer communication practices. It highlights the collaborative nature of knowledge construction within OSGs, in which members engage in bottom-up, trial-and-error approaches supported by their own experiential self-disclosures. Such a CoP allows participants to explore and test various coping strategies, fostering a participatory learning environment in which they can solicit or provide feedback based on their experiences.

Exploring the Types of Social Support Exchanged by Survivors of Pediatric Stroke and Their Families in an Online Peer Support Community: Qualitative Thematic Analysis.

Pediatric stroke is relatively rare and underresearched, and there is little awareness of its occurrence in wider society. There is a paucity of literature on the effectiveness of interventions to improve rehabilitation and the services available to survivors. Access to online health communities through the internet may be a means of support for patients with pediatric stroke and their families during recovery; however, little research has been done in this area. This study aims to identify the types of social support provided by an online peer support group to survivors of pediatric stroke and their families. This was a qualitative thematic analysis of posts from a pediatric stroke population on a UK online stroke community active between 2004 and 2011. The population was split into 2 groups based on whether stroke survivors were aged ≤18 years or aged >18 years at the time of posting. The posts were read by 2 authors who used the adapted Social Support Behavior Code to analyze the types of social support exchanged. A total of 52 participants who experienced a pediatric stroke were identified, who posted a total of 425 messages to the community. About 41 survivors were aged ≤18 years at the time of posting and were written about by others (31/35 were mothers), while 11 were aged >18 years and were writing about themselves. Survivors and their families joined together in discussion threads. Support was offered and received by all participants, regardless of age. Of all 425 posts, 193 (45.4%) contained at least 1 instance of social support. All 5 types of social support were identified: informational, emotional, network, esteem support, and tangible aid. Informational and emotional support were most commonly exchanged. Emotional support was offered more often than informational support among participants aged ≤18 years at the time of posting; this finding was reversed in the group aged >18 years. Network support and esteem support were less commonly exchanged. Notably, the access subcategory of network support was not exchanged with the community. Tangible aid was the least commonly offered type of support. The exchanged social support provided insight into rehabilitation interventions and the unmet needs of pediatric stroke survivors. We found evidence of engagement of childhood stroke survivors and their families in an online stroke community, with peer support being exchanged between both long- and short-term survivors of pediatric stroke. Engagement of long-term survivors of pediatric stroke through the online community was key, as they were able to offer informational support from lived experience. Further interventional research is needed to assess health and rehabilitation outcomes from engagement with online support groups. Research is also needed to ensure safe, nurturing online communities.

Science communication objectives and actual practices of science news websites as a showcase for gaps between theory and practice

This study contributes to the growing body of science communication research showing gaps between theory and practice objectives, focusing on one particular understudied and emerging science communication innovation.The objectives and practices of four Israeli science news websites were analyzed considering three science communication models: “Dissemination”, “Dialogue”, and “Participation.” Using concurrent parallel mixed methods, we examined the perspectives of website administrators (n=8) and readers (n=20) through interviews, a content analysis of news items (n=298), discussion threads (n=507), and reader questionnaires (n=89). Findings indicate limited adoption of two-way communication about how science is applied in society. The scant implementation of the dialogue model suggests its promises are not concretized in practice on these science news websites.

Suicide and the COVID-19 pandemic: A qualitative study of discourse on an online pro-choice for suicide discussion forum

The COVID-19 pandemic had a widespread impact on millions of individuals. Many turned to social media as an outlet for sharing personal experiences, such as the impact of the pandemic on suicidality. The purpose of this study was to understand the pandemic’s impact on individuals who discuss their suicidality on social media. Keywords were used to search for discussion threads (N = 118) related to the pandemic on an online pro-choice for suicide forum. Using reflexive thematic analysis, six themes related to the pandemic’s impact on mental health, suicidality, living conditions, and optimism were identified. Examination of the content from pro-choice for suicide forums may yield authentic information on the impact of the pandemic on those considering suicide. This study contributes to our understanding of the nuances of factors impacting mental health and suicidality during the pandemic, including unique risk and protective factors.

Online discussion threads as promotors of citizen democracy: Current opportunities and challenges for small- and medium-sized media organisations in Finland

Abstract This article focuses on user-generated discussion threads in journalistic online publication platforms. We investigate how journalists can apply deliberative norms to promote a democratically sustainable discussion within the threads. We also examine which opportunities and challenges journalists currently see with such threads in relation to central citizen democracy principles such as user participation and interactivity. Semistructured interviews were conducted with 18 Finnish news journalists and personnel in charge of moderation strategies. The findings show that deliberative norms are used to some degree in discussion-thread moderation, and that such norms are a key factor to promote democratically sustainable discussions in media organisations. The findings also show that threads can be useful tools for promoting citizen democracy due to their participatory features, but that several current challenges affect this, including uncivil user-generated content, limited representativeness among active users, and lacking resources to handle content in smaller media organisations. One main implication is that journalists see a risk of challenges with discussion threads outweighing benefits for democracy.

Investigating the relationship between math literacy and linguistic synchrony in online mathematical discussions through large‐scale data analytics

AbstractPrevious literature has associated math literacy with linguistic factors such as verbal ability and phonological skills. However, few studies have investigated linguistic synchrony, shown in mathematical discussions. This study modelled math literacy and examined the relationship of math literacy with linguistic synchrony between students and facilitators. We retrieved data from 20,776 online mathematical discussion threads at a secondary school level. First, we assessed students' math literacy based on their discussions and classified them into high‐ and low‐math literacy groups. Then, we conducted Cross‐Recurrence Quantification Analysis (CRQA) to calculate linguistic synchrony within each thread. The result implies that students with high math literacy are more likely to share common words (eg, mathematical terms) with facilitators. At the same time, they would paraphrase the facilitators' words rather than blindly mimic them as the exact sentences or phrases. On the other hand, students with low math literacy tend to use overlapping words with facilitators less frequently and are more likely to repeat the exact same phrases from the facilitators. The findings provide an empirical data analysis and insights into mathematical discussions and linguistic synchrony. In addition, this paper implies the directions to improve online mathematical discussions and foster math literacy. Practitioner notesWhat is already known about this topic Mathematical discussions are known to be an effective way to promote math literacy. Math literacy and linguistic skills have a strong link. Linguistic synchrony is related to better collaboration and common knowledge building. What this paper adds Reveals the relationship between math literacy and linguistic synchrony and deepens the understanding of digital communication in online learning environments. Provides empirical analysis of natural language data in group discussions using CRQA. Conceptualizes linguistic synchrony with three sub‐concepts: linguistic concurrence, predictability, and complexity. Implications for practice and/or policy Educators and practitioners could utilize the automatic formative assessment of math literacy based on the student's language use in mathematical discussions. Educational technology researchers and designers could include CRQA indices and recurrence plots in the dashboard design to provide information to support teachers and learners. Teachers would be able to provide real‐time interventions to promote effective mathematical communication and foster math literacy throughout mathematical discussions.

Stigma and self-stigma among women within the context of the german “zero alcohol during pregnancy” recommendation: A qualitative analysis of online forums and blogs

BackgroundIn many countries, including Germany, it is recommended to abstain from alcohol during pregnancy to avoid harm to the baby. In this qualitative research study, analysis of online forums was conducted to explore women's perception of the German “zero alcohol during pregnancy” recommendation with regard to stigma and self-stigma. MethodsWe used a grounded theory approach to analyze online forum discussions on alcohol use during pregnancy. Data consisted of 9 discussion threads from 5 different forums and blogs involving 115 participants in total. We used key concepts developed during analysis and the theory of stigma to interpret the posts. ResultsWe identified five key themes: (1) Low alcohol health literacy as a breeding ground for stigmatization; (2) The widespread assumption that maternal abstinence is a prerequisite for being considered a “good mother”; (3) Interpersonal role conflicts and a guilty conscience as a result of stigmatization or self-stigmatization; (4) Paying little attention to the role of psychosocial factors in alcohol consumption, especially regarding partner responsibility during pregnancy.; (5) Understanding the “zero alcohol during pregnancy” recommendation as a complete ban, associated with loss of autonomy. ConclusionThe current method of communicating the “zero alcohol during pregnancy” recommendation may have unintended consequences. Specifically, misconceptions about the harm associated with low alcohol consumption and setting high expectations of motherhood are factors that can contribute to stigma or self-stigma and potentially undermine self-efficacy, help-seeking behavior, and overcoming the barriers to alcohol health literacy.

Advice seekers’ legitimation strategies in online health communities

Previous studies of different online health communities have shown the importance of examining advice seekers’ legitimation strategies. However, most research has been based on the qualitative analysis of small samples from discussion threads. Using a specialized corpus comprising 1836 advice seekers’ initiating messages (317,540 words) and a corpus-assisted discourse analysis approach, this paper first identifies the recurrent lexicogrammatical patterns that advice seekers use and then connects these patterns to particular legitimation strategies according to the specific pragmatic functions they serve across texts. In this way, three major legitimation strategies are structurally classified with the identification of their typical lexicogrammatical realizations: justification of presence, amplification of details and evocation of feelings and emotions. Empirically, this corpus-based investigation complements previous qualitative research, extending prior findings drawn from small samples. Methodologically, this study demonstrates the potential value of investigating lexicogrammatical realization patterns using a corpus approach for exploring (online) health discourse.

Components of arithmetic theory acceptance

This paper ties together three threads of discussion about the following question: in accepting a system of axioms S, what else are we thereby warranted in accepting, on the basis of accepting S? First, certain foundational positions in the philosophy of mathematics are said to be epistemically stable, in that there exists a coherent rationale for accepting a corresponding system of axioms of arithmetic, which does not entail or otherwise rationally oblige the foundationalist to accept statements beyond the logical consequences of those axioms. Second, epistemic stability is said to be incompatible with the implicit commitment thesis, according to which accepting a system of axioms implicitly commits the foundationalist to accept additional statements not immediately available in that theory. Third, epistemic stability stands in tension with the idea that in accepting a system of axioms S, one thereby also accepts soundness principles for S. We offer a framework for analysis of sets of implicit commitment which reconciles epistemic stability with the latter two notions, and argue that all three ideas are in fact compatible.