How Chronic Pain Patients' and Physicians' Communication Influences Patients' Uncertainty: A Pre- and Post-Consultation Study.

Chronic pain is a health problem that is difficult to diagnose, treat, and manage, partly owing to uncertainty surrounding ambiguous causes, few treatment options, and frequent misunderstandings in clinical encounters. Pairing uncertainty management theory with medical communication competence, we predicted that both physicians and patients are influential to patients' uncertainty appraisals and uncertainty management. We collected pre- and post-consultation data from 200 patients with chronic neck and spine/back pain and their physicians. Patients' reports of their physician's communication were a consistent predictor of their post-consultation uncertainty outcomes. Physicians' reports of both their own and patients' communication competence were associated with patients' positive uncertainty appraisals. Physicians' reports of patients' communication competence were also associated with reductions in patients' uncertainty. Findings illustrate how both interactants' perceptions of communication competence-how they view their own (for physicians) and the other's-are associated with patients' post-consultation outcomes.

Healing Health Care Disparities: Development and Pilot Testing of a Virtual Reality Implicit Bias Training Module for Physicians in the Context of Black Maternal Health.

Grounded in communication models of cultural competence, this study reports on the development and testing of the first module in a larger virtual reality (VR) implicit bias training for physicians to help them better: (a) recognize implicit bias and its effects on communication, patients, and patient care; (b) identify their own implicit biases and exercise strategies for managing them; and (c) learn and practice communicating with BIPOC patients in a culture-centered manner that demonstrates respect and builds trust. Led by communication faculty, a large, interdisciplinary team of researchers, clinicians, and engineers developed the first module tested herein focused on training goal (a). Within the module, participants observe five scenes between patient Marilyn Hayes (a Black woman) and Dr. Richard Flynn (her obstetrician, a White man) during a postpartum visit. The interaction contains examples of implicit bias, and participants are asked to both identify and consider how implicit bias impacts communication, the patient, and patient care. The team recruited 30 medical students and resident physicians to participate in a lab-based study that included a pretest, a training experience of the module using a head-mounted VR display, and a posttest. Following the training, participants reported improved attitudes toward implicit bias instruction, greater importance of determining patients' beliefs and perspectives for history-taking, treatment, and providing quality health care; and greater communication efficacy. Participants' agreement with the importance of assessing patients' perspectives, opinions, and psychosocial and cultural contexts did not significantly change. Implications for medical education about cultural competency and implicit bias are discussed.

The Impact of Health Communication Research on Medical and Health Professional Education and Training.

In this essay, we review how health communication scholarship has been translated into various communication skills trainings (CSTs), we present four case studies of how health communication research informed the development and implementation of specific CSTs, and we reflect on how we can productively define "impact" in looking back as well as looking forward within this line of research.

Development and Initial Assessment of an Emotional Support Provision Training Intervention for Interpersonal Support Providers in the Context of Chronic Illness.

This study reports on the development and pilot testing of an emotional support provision training intervention for interpersonal support providers to those with chronic illnesses. Using findings from a needs assessment in combination with existing theory and research, we created a training framework consisting of verbal person-centered message design, empathic listening, and communicated perspective-taking. Then, we recruited 282 individuals to participate in a pre-training questionnaire, the online training module, a post-training questionnaire, and a two-week post-training questionnaire. Outcome variables included emotional support knowledge, efficacy, and intentions, as well as general support efficacy, response efficacy, and quality. Repeated measures MANCOVA revealed significant increases from T1 to T2 for all variables of interest. These increases were sustained at T3 for emotional support knowledge and efficacy, and support provision response efficacy. Participants rated the training favorably and provided helpful suggestions for improvement. This study answers the call for more theoretically-grounded support interventions that not only assess theory in real-world settings, but also help people better their supportive communication skills.

The State of Machine Learning in Outcomes Prediction of Transsphenoidal Surgery: A Systematic Review.

The purpose of this analysis is to assess the use of machine learning (ML) algorithms in the prediction of postoperative outcomes, including complications, recurrence, and death in transsphenoidal surgery. Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we systematically reviewed all papers that used at least one ML algorithm to predict outcomes after transsphenoidal surgery. We searched Scopus, PubMed, and Web of Science databases for studies published prior to May 12, 2021. We identified 13 studies enrolling 5,048 patients. We extracted the general characteristics of each study; the sensitivity, specificity, area under the curve (AUC) of the ML models developed as well as the features identified as important by the ML models. We identified 12 studies with 5,048 patients that included ML algorithms for adenomas, three with 1807 patients specifically for acromegaly, and five with 2105 patients specifically for Cushing's disease. Nearly all were single-institution studies. The studies used a heterogeneous mix of ML algorithms and features to build predictive models. All papers reported an AUC greater than 0.7, which indicates clinical utility. ML algorithms have the potential to predict postoperative outcomes of transsphenoidal surgery and can improve patient care. Ensemble algorithms and neural networks were often top performers when compared with other ML algorithms. Biochemical and preoperative features were most likely to be selected as important by ML models. Inexplicability remains a challenge, but algorithms such as local interpretable model-agnostic explanation or Shapley value can increase explainability of ML algorithms. Our analysis shows that ML algorithms have the potential to greatly assist surgeons in clinical decision making.

Living with Long COVID: A Longitudinal Interview Study of Individuals' Communicative Resilience Through the "Long Haul".

It is estimated that there are 65 million people globally - 19 million U.S. adults alone - who have long COVID, or persistent symptoms and conditions that continue or develop after an initial SARS-CoV-2 infection. Amidst their suffering and the ambiguity surrounding their health, people with long COVID engage processes of reintegrating from disruptions brought upon by their COVID-19 infection and its fallout, as well as the pandemic writ large. This process is communicative resilience (Buzzanell, 2010, 2017, 2019), and the purpose of this study is to document the experiences of people with long COVID as they sensemake, adapt, and transform their lives through communication. We employed longitudinal interviewing during the middle stages of the pandemic (Summer 2021 to Summer 2022), talking to 19 people with long COVID over the course of one year (five interviews each; 89 total interviews). Grounded in the six processes of communicative resilience, findings center the temporal and dialectic nature of resilience, with throughlines of grief, patience, and hope set against a tumultuous sociopolitical backdrop. Findings of this study have implications for how resilience is studied across time; how people learn to live with chronic illnesses; and how to support people living with long COVID and those who provide them care.

Identity influences on medical students' orientation to feedback during third year clinical rotations.

Medical students' feedback orientation (their attitudes about and preferences for feedback from preceptors) may change over the course of the third year of medical school and is likely influenced by identity-related factors. This study proposed that both how students view themselves personally (i.e., impostor syndrome) and how they view themselves in relation to the group (i.e., identification with the profession) are identity factors related to related to feedback orientation during clinical rotations. 177 third-year medical students enrolled in a four-phase longitudinal survey study beginning at the start of clinical rotations and continuing every twelve weeks of the academic year thereafter. Feedback orientation was conceptualized and measured as comprising aspects of utility (i.e., feedback is valuable and useful), sensitivity (i.e., feeling intimidated or threatened by corrective feedback), confidentiality (i.e., public/private context of feedback), and retention (i.e., feedback remembered). Results indicated that these aspects of feedback orientation did not significantly change during the third year. Instead, impostor syndrome was at least marginally, significantly associated with all aspects of feedback orientation across phases. Group identity was associated with feedback utility and retention, and female-identifying students reported significantly greater feedback confidentiality and feedback retention. Interventions may be needed to improve medical students' attitudes about feedback, particularly for those who experience impostor syndrome. Fostering group cohesion among medical students may influence how well students remember feedback and find it useful.

"I Want Them to Still Trust Me with Their Child's Care": A Longitudinal Study of Pediatric Residents' Reactions to and Communication with Parents about Medical Uncertainty across Residency.

Physicians in residency training experience high levels of medical uncertainty, yet they are often hesitant to discuss uncertainty with parents. Guided by the theory of motivated information management and a multiple goals perspective, this mixed-methods longitudinal study examines associations among residents' tolerance of and reactions to uncertainty, efficacy communicating about uncertainty, and perceptions of parents' trust in them as physicians. To contextualize these associations, we also examined residents' task, identity, and relational goals when communicating about uncertainty with parents. We surveyed 47 pediatric residents at the beginning of each year of their residency program. As they progressed through their training, residents' uncertainty-related anxiety and reluctance to communicate uncertainty to parents decreased, and their efficacy communicating uncertainty with parents increased. Residents' concerns about bad outcomes remained unchanged. Residents pursued multiple, often conflicting, conversational goals when communicating uncertainty with parents. Results reveal important considerations for addressing how residents can manage their uncertainty in productive ways.

Testing a Model of Disclosure, Perceived Support Quality, and Well-Being in the College Student Mental Illness Context: A Weekly Diary Study.

Prominent disclosure models elucidate decisions to disclose health information, yet explanations for disclosure consequences remain underdeveloped. Drawing on Chaudoir and Fisher's disclosure process model, this study aims to advance understandings of how disclosure to a parent contributes to well-being for college students with mental illness. We tested a mediational model in which, at the within-person level, perceived support quality explains the association between on-going disclosure of mental illness-related experiences and well-being. Participants were 163 college students who self-identified as having mental illness and who completed six consecutive, weekly surveys. A multilevel analysis showed that increases in disclosures of mental illness-related experiences, relative to participants' mean level, were associated with enhanced well-being via perceptions of higher quality support, above and beyond between-person differences. This study contributes to the literature by offering an explanation for the effects of disclosure on well-being and underscores the importance of capturing disclosures over time.

Denying and Accepting a Family Member's Illness: Uncertainty Management as a Process.

Doubt is a common, yet challenging form of uncertainty to have about another's illness. Although navigating illness uncertainty is a process of continual (re)appraisal and management, existing research narrowly examines windows of uncertainty experience. To illustrate how uncertainty management in the context of doubt is recursive, nonlinear, and ongoing, we apply a process approach to communication to uncertainty management theory. Drawing on interviews with 33 U.S. adults, our findings explicate a prominently teleological (i.e., goal-driven) process wherein participants' uncertainty management served to accept or deny illness, depending on the extent individuals valued their own and the other's identity and the relationship. Participants generally moved through this process along one of three trajectories: growth, stagnation, or resentment. We also observed dialectical, evolutionary, and life cycle processes in the data. Findings demonstrate the heuristic value of studying uncertainty management as a multiple motor process.

Women's Experiences of Health-Related Communicative Disenfranchisement.

Women's inequitable healthcare experiences are epistemic injustices by which women are discredited and harmed in their position as knowers of their health and their bodies. Drawing on the theory of communicative disenfranchisement (TCD), we sought to amplify voices of women experiencing communicative disenfranchisement (CD) and to unify their stories according to theoretical premises, namely, attention to power, material conditions, discourse, identities and relationships, and process. We interviewed 36 women living in the United States whose health issues have not been taken seriously by health care providers, friends, and family - pervasive sources of disenfranchising talk surrounding health. Mapping onto the TCD framework, our findings explicate the process of CD, including the material and immaterial consequences of disenfranchising talk and women's responses to such talk. CD unfolded as a protracted and often circular process of women seeking care but encountering health dismissals and minimalizations, blaming and shaming, normalizing of their pain, and psychologizing. We unpack how disenfranchising talk rendered women crazy and dehumanized them and inflicted shame and loss. Women responded to disenfranchising talk with silence, and they (re)claimed their voice by resisting psychogenic explanations for their problems, critiquing women's healthcare, asserting their needs, and advocating for others. We discuss the implications of this research for theory and praxis.

The Role of Interpersonal Communication in Mental Health Literacy Interventions for Young People: A Theoretical Review.

School-based mental health literacy (MHL) programs can increase knowledge, reduce stigma, and encourage help-seeking behaviors in school-aged children. Yet, MHL intervention effects are inconsistent and unsustainable over time, and scholars have called for more theoretical work to address these limitations. The purpose of this theoretical review is to investigate how theory is utilized in MHL interventions, explore the interpersonal communication processes integrated in MHL interventions, and uncover the theoretical assumptions made in MHL interventions about interpersonal communication. We identified 27 articles for inclusion and utilized both content and interpretive analyses. Findings suggest that very few MHL interventions are based in theory; interpersonal communication is a central component within MHL programming; and numerous assumptions are made about interpersonal communication within MHL interventions that need to be addressed theoretically and empirically. Accordingly, we recommend that MHL intervention content and delivery practices are grounded in interpersonal communication theory related to disclosure and social support (seeking and provision). Additionally, teaching disclosure and social support skills may be a productive way for MHL interventions to help students build self-efficacy in communication about mental health for themselves and others.

Communication between persons with multiple sclerosis and their health care providers: A scoping review.

OBJECTIVES: This study undertakes a scoping review of research about communication between persons with MS and their health care providers. DESIGN: PubMed, PsycInfo, Communication Source, Socindex, Sociological Abstracts, Cinahl, and Proquest Dissertations and Theses were used to identify studies since each database's inception. Research team members engaged in study selection, coding for communication issues, and data extraction for descriptive information. RESULTS: Of the 419 empirical articles identified, 175 were included. Codes represented all elements of ecological and pathway models, emphasizing emerging technologies for facilitating communication, uncertainty and anxiety for persons with MS, and communication issues surrounding diagnosis, information seeking, and decision making. CONCLUSION: This review synthesizes and organizes influences on communication, communication processes, and health outcomes of communication for persons with MS and their providers. Findings extend the ecological model with illness context and the pathway model with communication breakdowns and provider outcomes. PRACTICE IMPLICATIONS: Health care providers should consider the complexity of communication when interacting with persons with MS, including the larger context in which it occurs, communication processes and their purposes, and short-term and long-term consequences of interactions. Ecological and pathway models can be frameworks for developing educational materials, as they succinctly capture key communication issues and outcomes.

Management of brain metastasis. Surgical resection versus stereotactic radiotherapy: a meta-analysis.

Background: Treatment of metastatic brain tumors often involves radiotherapy with or without surgical resection as the first step. However, the indications for when to use surgery are not clearly defined for certain tumor sizes and multiplicity. This study seeks to determine whether resection of brain metastases versus exclusive radiotherapy provided improved survival and local control in cases where metastases are limited in number and diameter. Methods: According to PRISMA guidelines, this meta-analysis compares outcomes from treatment of a median number of brain metastases ≤ 4 with a median diameter ≤ 4 cm with exclusive radiotherapy versus surgery followed by radiotherapy. Four randomized control trials and 11 observational studies (1693 patients) met inclusion criteria. For analysis, studies were grouped based on whether radiation involved stereotactic radiosurgery (SRS) or whole-brain radiotherapy (WBRT). Results: In both analyses, there was no difference in survival between surgery ± SRS versus SRS alone two years after treatment (OR 1.89 (95% CI: 0.47-7.55, P = .23) or surgery + WBRT versus radiotherapy alone (either WBRT and/or SRS) (OR 1.18 (95% CI: 0.76-1.84, P = .46). However, surgical patients demonstrated greater risk for local tumor recurrence compared to SRS alone (OR 2.20 (95% CI: 1.49-3.25, P < .0001)) and compared to WBRT/SRS (OR 2.93; 95% CI: 1.68-5.13, P = .0002). Conclusion: The higher incidence of local tumor recurrence for surgical patients suggests that more prospective studies are needed to clarify outcomes for treatment of 1-4 metastasis less than 4 cm diameter.

Medical Students' Reactions to Uncertainty During Clinical Rotations.

BACKGROUND AND OBJECTIVES: Family physicians routinely manage uncertainty in their clinical practice. During their first year of clinical rotations, medical students learn communication and patient care skills that will influence the care they provide as future physicians. However, little is known about how their reactions to uncertainty change during this formative year, and medical education often fails to teach students how to manage uncertainty effectively. This study employs a repeated measures analysis of students' reactions to uncertainty over the course of their third year. METHODS: We surveyed 273 medical students at four time points during their third year and employed hierarchical linear modeling to analyze a series of models in which phase and intolerance of uncertainty were entered as covariates. We modeled age and gender as control variables. RESULTS: Analyses revealed that students' affective reactions to uncertainty did not significantly change during the third year, but reluctance to disclose uncertainty to physicians and patients significantly decreased across phases. Analyses also showed that general intolerance of uncertainty predicted affective reactions to medical-specific uncertainty. CONCLUSIONS: These findings confirm that students experience negative reactions to uncertainty during clinical rotations. Students would benefit from curriculum designed to mitigate consequences of negative affective reactions to uncertainty, particularly those students characteristically higher in intolerance of uncertainty. Given that students demonstrated more willingness to communicate about their uncertainty over time, medical school should equip students with the communication skills needed to discuss their uncertainty effectively with patients and preceptors.

Why Is It Difficult for Social Network Members to Support People Living with Mental Illnesses?: Linking Mental Illness Uncertainty to Support Provision.

For people living with mental illness, support from social network members, including family, romantic partners, and friends, is critical but often inadequate. However, robust theoretical explanations for why it might it be difficult to support people living with mental illness are lacking. We assessed an appraisal-based model of uncertainty, hypothesizing that fear and anxiety and supportive communication efficacy mediate the association between mental illness uncertainty and support provision (i.e., quantity and quality). We also predicted that perceptions of others' communication about their mental illness (i.e., ambiguity and volume) would exacerbate feelings of fear and anxiety in relation to uncertainty. Analyses of data gathered from 300 individuals across the United States (Mage = 34.07, SD = 9.49; 50% female) supported our central prediction; uncertainty had a negative direct or indirect effect on all support types and overall support quality, partly through decreases in supportive communication efficacy. Counter to predictions, fear and anxiety positively predicted support quantity for all types. Findings of this study point to a difficult situation for social network members: although uncertainty seems to motivate support provision by activating fear and anxiety, this effect could be undermined for forms of support that require complex communication skills (e.g., emotional, esteem, overall quality) through corresponding decreases in supportive communication efficacy. We discuss the theoretical and practical implications of this research for social support and relationships within the context of mental illness.

A longitudinal study of third-year medical students' communication competence, communication anxiety, and attitudes toward patient-centered care.

OBJECTIVE: We investigated changes in medical students' communication competence and communication anxiety during their third year of training when they are immersed in formative clinical experiences that shape their patient-centered care and communication skills. METHODS: We invited 282 students to complete a longitudinal, four-phase online survey during their third-year. Our response rate was 62.8% at Phase I (n = 177), 34.0% at Phase II (n = 96), 37.9% at Phase III (n = 107), and 48.9% at Phase IV (n = 138). Measures included communication competence, communication anxiety, and patient-centered attitudes and orientation. We employed hierarchical linear modeling to analyze the data. RESULTS: Students' communication competence and anxiety improved over time. Female students reported greater communication anxiety and less competence related to information giving. At each phase, patient-centered attitudes significantly predicted communication competence and communication anxiety. CONCLUSION: Students' competence and anxiety regarding communication during medical encounters improve during their third year and are significantly influenced by their attitudes and orientation towards patient-centered care and communication. PRACTICE IMPLICATIONS: Schools should integrate curriculum that fosters positive attitudes toward patient-centered communication and provides opportunities to practice complex communication skills, which may increase competence and recognition that patient-centered communication is an important clinical skill.

Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers.

OBJECTIVE: Causes of and treatments for long-COVID syndrome remain unknown. Drawing on uncertainty management theory (UMT), this study elucidates the communicative nature of crowdsourced medicine as a means by which COVID "long-haulers" respond to their poorly understood illness. METHODS: 31,892 posts on the long-haulers subreddit (r/covidlonghaulers) were analyzed, starting with its creation date, July 24th, 2020, until January 7, 2021. The Meaning Extraction Method was used to identify clusters of words that mathematically group together across the text observations. RESULTS: Analyses yielded 16 distinct factors of words, which we thematized based on their composition, the data, and UMT. The 16 themes encompassed symptoms (e.g., pain, respiratory, sensory), diagnostic concerns (testing, diagnosis), broad health concerns (immunity, physical activity, diet), chronicity, support, identity, and anxiety. CONCLUSION: Findings provide a succinct, yet robust set of themes reflecting the information-seeking (i.e., "This is happening to me") and support-seeking functions of long-haulers' talk (i.e., "Is this happening to you?"). Findings have implications for collective uncertainty management, online crowdsourcing, and patient advocacy. PRACTICE IMPLICATIONS: We recommend that health care providers employ sensitivity when addressing the anxiety that long-haulers are experiencing while also validating that their physical symptoms are real. Online communities help long-haulers manage their uncertainty.

Fluorescein-Guided Resection of High Grade Gliomas: A Meta-Analysis.

BACKGROUND: High-grade gliomas (HGGs) have a poor prognosis despite current standard of care of surgery, chemotherapy, and radiation therapy. Achieving gross total resection (GTR) has been found to prolong survival in these patients. Intraoperative fluorescent agents are often used to aid in the resection of HGGs. One commonly used fluorescent agent is fluorescein sodium, which is U.S. Food and Drug Administration-approved for ocular surgeries and has a better side effect profile and is less costly than 5-aminolevulinic acid (5-ALA). In this meta-analysis, we provide statistical evidence of the efficacy in using fluorescein for HGG resection. METHODS: Following the PRISMA framework, we assessed 119 reports from PubMed, Medline (Ovid), and BIOSIS Citation Index and found 21 eligible studies for meta-analysis, assessing the rates of GTR with fluorescein-guided resection of HGGs. RESULTS: A pooled cohort of 336 patients underwent fluorescein-guided HGG resection with a GTR rate of 81% (95% confidence interval 73%-89%; P < 0.001). Ten case-controlled studies were analyzed, showing a 29.5% increase in GTR rate in the fluorescein group compared with non-fluorescein-guided surgeries. CONCLUSIONS: This meta-analysis shows that fluorescein-guided surgery improves GTR rates of HGGs when compared with non-fluorescence guided surgery and has similar GTR rates when compared with reported 5-ALA-guided resection rates.

Mental illness self-disclosure among college students: a pre-requisite of social support or a booster of social support benefits?

BACKGROUND: Self-disclosing a concealable stigmatized identity (CSI) such as mental illness is generally associated with enhanced psychological well-being. Research also supports the link between social support and psychological well-being. Yet, few theoretical explanations exist for the role that mental illness disclosure plays in the association between social support PWB. AIMS: To test two competing models linking self-disclosure to psychological well-being: a mediator model in which self-disclosure indirectly contributes to psychological well-being via social support quality (i.e., self-disclosure is a pre-requisite of social support), and a moderator model in which self-disclosure enhances social support benefits (i.e., self-disclosure is a "booster" of social support benefits). METHOD: College students (N = 174) who identified as being diagnosed with a mental illness completed an online survey. RESULTS: Structural equation modeling results largely supported both the mediator and the moderator models; however, which model statistically outperformed the other depended on the confidant (e.g., mother, friends). CONCLUSIONS: These findings suggest the validity of conceptualizing social support as both pre-requisite of social support and the "booster" of social support benefit on psychological well-being.