Prediction of Communication Effectiveness During Media Skills Training Using Commercial Automatic Non-verbal Recognition Systems
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ABSTRACT:
SUBMITTER: Pereira M
PROVIDER: S-EPMC8511452 | biostudies-literature |
REPOSITORIES: biostudies-literature
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Project description:Because it has been associated with significant increases [through the Werther Effect (WE)] or decreases [through the Papageno Effect (PE)] of suicide rates, media coverage of suicide-related events is recognized as a prevention leverage. Unfortunately, the recommendations that the World Health Organization (WHO) has published to help journalists reporting on suicide remain poorly applied. The Mini Media Training (MMT) is a short media training session designed to increase psychiatrists' ability to communicate about suicide during interviews. We aimed at assessing the effect of the MMT on psychiatrists' ability to help journalists complying with the WHO recommendations. From June 2017 to December 2019, 173 physicians and residents in psychiatry were recruited during French national congresses. At baseline (T0) and 1 and 3 months later (T1), participants received the MMT, which consisted in a simulated interview where they we asked to answer a journalist about a mock suicide. Communication skills were measured with a score summing the number of delivered pieces of advice in relation to the WHO recommendations, with a maximum score of 33. A weighted score was also derived based on the degree of directivity needed for the participant to provide these items, again with a possible maximum of 33. A total of 132 psychiatrists participated in the study at T0 and T1. Both the weighted and unweighted score significantly increased from T0 to T1 (d = +2.08, p < 0.001, and d = +1.24, p < 0.001, respectively). Having a history of contacts with journalists, a short professional experience (<3 years) and prior knowledge of the WE, PE, and WHO recommendations were significantly associated with greater unweighted and weighted scores at baseline. The latter two variables also predicted greater T0-T1 improvement of the weighted score. These results suggest that the MMT could be effective for improving the ability of psychiatrists to guide journalists toward more responsible media coverage of suicide. As a short, easy to implement educational activity, the MMT could therefore be considered in association with other measures to help media professionals mitigating the WE and promoting the PE.
| S-EPMC8481656 | biostudies-literature
Project description:Social skills training (SST), which is a rehabilitation program for improving daily interpersonal communication, has been used for more than 40 years. Although such training's demand is increasing, its accessibility is limited due to the lack of experienced trainers. To tackle this issue, automated SST systems have been studied for years. An evaluation-feedback pipeline of social skills is a crucial component of an SST system. Unfortunately, research that considers both the evaluation and feedback parts of automation remains insufficient. In this paper, we collected and analyzed the characteristics of a human-human SST dataset that consisted of 19 healthy controls, 15 schizophreniacs, 16 autism spectrum disorder (ASD) participants, and 276 sessions with score labels of six clinical measures. From our analysis of this dataset, we developed an automated SST evaluation-feedback system under the supervision of professional, experienced SST trainers. We identified their preferred or most acceptable feedback methods by running a user-study on the following conditions: with/without recorded video of the role-plays of users and different amounts of positive and corrective feedback. We confirmed a reasonable performance of our social-skill-score estimation models as our system's evaluation part with a maximum Spearman's correlation coefficient of 0.68. For the feedback part, our user-study concluded that people understood more about what aspects they need to improve by watching recorded videos of their own performance. In terms of the amount of feedback, participants most preferred a 2-positive/1-corrective format. Since the average amount of feedback preferred by the participants nearly equaled that from experienced trainers in human-human SSTs, our result suggests the practical future possibilities of an automated evaluation-feedback system that complements SSTs done by professional trainers.
| S-EPMC10133273 | biostudies-literature
Project description:Medical communication across languages is gaining attention as the multilingual character of local, regional, and national populations across the world continues to grow. Effectively communicating with patients involves not only learning medical terminology, but also understanding the community's linguistic practices, and gaining the ability to explain health concepts in patient-centered language. Language concordance between physicians and patients improves patient outcomes, but methods to teach communication skills for physicians are usually limited to the majority or official language. For example, in U.S. medical schools increased demand for physician skills in other languages, such as Spanish, has resulted in renewed academic discourse about best practices in teaching practical communication skills for physicians. In language education, translanguaging is an approach that integrates and validates multilingual individuals' real use of language, which often includes non-standard words, regionalisms, and mixed influences from multiple languages, such as Spanglish or Chinglish. Efforts to improve medical language concordance by teaching a second language to medical students would benefit from an understanding of patient-centered communication strategies, such as is supported by translanguaging. Teaching effective communication skills to physicians should evolve and engage with the fluid linguistic attributes of culturally and linguistically diverse patient populations. In this eye opener, we first introduce the translanguaging perspective as an approach that can increase attention to patient-centered communication, which often includes spontaneous practices that transcend the traditional boundaries of named languages, and then present examples of how translanguaging can be implemented in medical education in order to sustainably enhance equity-minded patient-accessible medical communication.
| S-EPMC7458954 | biostudies-literature
Project description:BackgroundAs the aging population is increasing significantly, the communication skills training (CST) on transitional care (TC) is insufficient.AimsThis study aimed to test the effectiveness of an intervention (the online TC CST [OTCCST] and TC) through the perspectives of healthcare providers (HCPs), older patients, and family members.MethodsA total of 38 HCPs caring for older patients were randomized to the experimental (n = 18) or control groups (n = 20), and 84 pairs of patients and family members were enrolled (experimental: n = 42 vs. control: n = 42). The primary outcome was HCP communication confidence; while secondary outcomes included patient quality of life (QoL), activities of daily living (ADL), rehospitalization counts, and family caregiving burden. Data were collected from HCPs using a scale measuring confidence in communicating with patients. Patient outcomes were assessed using the McGill QoL Questionnaire-Revised and Barthel Index. Family members were assessed with the Caregiver Burden Inventory. Rehospitalization counts were tracked for 3 months post-discharge. Data were analyzed using multiple regression analysis.ResultsExperimental group HCPs showed a significant improvement in communication confidence over the control group (p = 0.0006). Furthermore, experimental group patients had significantly fewer rehospitalization counts within 3-month post-discharge (p < 0.05). However, no significant group differences were found in patient QoL and ADL nor in family caregiver burden.ConclusionThe OTCCST can effectively improve HCP communication confidence, and the combination of OTCCST and TC can reduce rehospitalization counts for older patients. The OTCCST allows HCPs to learn asynchronously at their convenience, ideal for continuing education, especially during the COVID-19 pandemic.
| S-EPMC9489478 | biostudies-literature
Project description:BackgroundSkilled physician communication is a key component of patient experience. Large-scale studies of exposure to communication skills training and its impact on patient satisfaction have not been conducted.ObjectiveWe aimed to examine the impact of experiential relationship-centered physician communication skills training on patient satisfaction and physician experience.DesignThis was an observational study.SettingThe study was conducted at a large, multispecialty academic medical center.ParticipantsParticipants included 1537 attending physicians who participated in, and 1951 physicians who did not participate in, communication skills training between 1 August 2013 and 30 April 2014.InterventionAn 8-h block of interactive didactics, live or video skill demonstrations, and small group and large group skills practice sessions using a relationship-centered model.Main measuresHospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS), Clinician and Group Consumer Assessment of Healthcare Providers and Systems (CGCAHPS), Jefferson Scale of Empathy (JSE), Maslach Burnout Inventory (MBI), self-efficacy, and post course satisfaction.Key resultsFollowing the course, adjusted overall CGCAHPS scores for physician communication were higher for intervention physicians than for controls (92.09 vs. 91.09, p < 0.03). No significant interactions were noted between physician specialty or baseline CGCAHPS and improvement following the course. Significant improvement in the post-course HCAHPS Respect domain adjusted mean was seen in intervention versus control groups (91.08 vs. 88.79, p = 0.02) and smaller, non-statistically significant improvements were also seen for adjusted HCAHPS communication scores (83.95 vs. 82.73, p = 0.22). Physicians reported high course satisfaction and showed significant improvement in empathy (116.4 ± 12.7 vs. 124 ± 11.9, p < 0.001) and burnout, including all measures of emotional exhaustion, depersonalization, and personal accomplishment. Less depersonalization and greater personal accomplishment were sustained for at least 3 months.ConclusionsSystem-wide relationship-centered communication skills training improved patient satisfaction scores, improved physician empathy, self-efficacy, and reduced physician burnout. Further research is necessary to examine longer-term sustainability of such interventions.
| S-EPMC4907940 | biostudies-literature
Project description:Objectives: Training communication skills has come to be recognized as a vital aspect of medical school education. A medical communication course based on the COMSKIL Communication Skills Training (CST) Program was developed, integrated into the core curriculum, and evaluated at the Leipzig University Medical School. Methods: Between October 2016 and July 2017, 312 medical students (mean age 21.80 years; 62% male) participated in the medical communication course. Each course unit was evaluated via questionnaires specifically designed to address the theoretical and practical content of the curriculum. The items correspond to the material covered in each course unit. Students responded using a 5-point-Likert scale (1="not at all helpful", 5="extremely helpful") to rate the degree to which the course helped them learn about the subject matter and train the skills covered in the curriculum. Results: The average score for the first part of the course (theoretical foundations) was M=3.69 (SD=0.35). The second part received a similar rating (M=3.84; SD=0.73). The role play exercises with actor-patients received a score of M=4.27 (SD=0.62). In an overall evaluation at the end of the course, students rated the administration of the course (setting, etc), knowledge gained, and skills trained with a score of M=4.11 (SD=0.66). The role play exercises received an overall score of M=4.36 (SD=0.61). Conclusion: A new curriculum for teaching medical students patient-physician communication skills based on the COMSKIL CST program was established at the University of Leipzig. The goal of this course is to teach students about the kinds of communication scenarios they will encounter in their future working lives as care providers and equip them with the fundamental communication techniques and skills they need to successfully handle those situations. A formal evaluation of the program resulted in satisfactory findings, indicating that it is well suited for use in medical universities.
| S-EPMC8136352 | biostudies-literature
Project description:Objective. To describe Nordic pharmacy students' opinions of their patient communication skills training (PCST), and the association between course leaders' reports of PCST qualities and students' perceptions of their training. Secondary objective was to determine what factors influence these associations. Methods. A cross-sectional questionnaire-based study was performed. The various curricula were categorized into three types (basic, intermediate and innovative training) and students were divided into three groups according to the type of training they had received. Multivariable logistic regression models were fitted with different opinions as outcomes and three types of training as exposure, using generalized estimation equations. Results. There were 370 students who responded (response rate: 77%). Students within the innovative group were significantly more likely to agree that they had received sufficient training, and to agree with the assertion that the pharmacy school had contributed to their level of skills compared to students in the basic group. Conclusion. There appears to be an association between larger and varied programs of training in patient communication skills and positive attitudes toward this training on the part of the students, with students reporting that they received sufficient training, which likely enhanced their skills.
| S-EPMC5869750 | biostudies-literature
Project description:Communication is central to pediatric oncology care. Pediatric oncologists disclose life-threatening diagnoses, explain complicated treatment options, and endeavor to give honest prognoses, to maintain hope, to describe treatment complications, and to support families in difficult circumstances ranging from loss of function and fertility to treatment-related or disease-related death. However, parents, patients, and providers report substantial communication deficits. Poor communication outcomes may stem, in part, from insufficient communication skills training, overreliance on role modeling, and failure to utilize best practices. This review summarizes evidence for existing methods to enhance communication skills and calls for revitalizing communication skills training within pediatric oncology.
| S-EPMC5861499 | biostudies-literature
Project description:BackgroundGiven that the consequences of treatment decisions for end-stage renal disease (ESRD) patients are long-term and significant, good communication skills are indispensable for health care personnel (HCP) working in nephrology. However, HCP have busy schedules that make participation in face-to-face courses difficult. Thus, online curricula are a rising trend in medical education. This study aims to examine the effectiveness of online ESRD communication skills training (CST) concerning the truth-telling confidence and shared decision-making (SDM) ability of HCP.MethodsFor this single-center, single-blind study, 91 participants (nephrologists and nephrology nurses) were randomly assigned to two groups, the intervention group (IG) (n = 45) or the control group (CG) (n = 46), with the IG participating in ESRD CST and the CG receiving regular in-service training. Truth-telling confidence and SDM ability were measured before (T0), 2 weeks after (T1), and 4 weeks after (T2) the intervention. Group differences over the study period were analyzed by generalized estimating equations.ResultsIG participants exhibited significantly higher truth-telling confidence at T1 than did CG participants (t = 2.833, P = .006, Cohen's d = 0.59), while there were no significant intergroup differences in the confidence levels of participants in the two groups at T0 and T2. Concerning SDM ability, there were no significant intergroup differences at any of the three time points. However, IG participants had high levels of satisfaction (n = 43, 95%) and were willing to recommend ESRD CST to others (n = 41, 91.1%).ConclusionsESRD CST enhanced short-term truth-telling confidence, though it is unclear whether this was due to CST content or the online delivery. However, during pandemics, when face-to-face training is unsuitable, online CST is an indispensable tool. Future CST intervention studies should carefully design interactive modules and control for method of instruction.
| S-EPMC9125352 | biostudies-literature
Project description:Objective: The objective of this article is a description of the longitudinal communication curriculum in the Model Medicine Curriculum (MSM) at Charité - Universitätsmedizin Berlin. The authors describe the planning and integration of the curriculum into the study program, outline how communicative competence is taught and evaluated in the MSM, and identify which challenges need to be mastered in the process. Project description: Starting with the introduction of the MSM in 2010, students have been spending 102 class hours, spread out over seven semesters, practicing social and communicative competences in the interactive small group format "Communication, Interaction & Teamwork (KIT)". The course contents are closely linked to the topics covered each semester and increase in complexity over the course of their studies. The contents are selected by the KIT planning group whose members continually check the curriculum's timeliness and determine any changes. Students as well as instructors have opportunities for evaluating KIT throughout, and their evaluations are taken into consideration as KIT continues to be updated. Instructors from different disciplines teach KIT courses. They participate in mandatory didactic trainings that prepare them to teach KIT. During their 4th and 9th semesters, respectively, students take summative exams that test their communicative competence. Results: According to the semester evaluations by students and instructors, students participating in KIT improved their conversation management skills (students: M=2.2, SD=1.1, instructors: M=1.9, SD=0.7, on a scale of 1-5). In addition, students and graduates rate KIT to be (very) relevant, consider the degree to which it is taught in the MSM to be (very) high, and consider KIT to be a meaningful part of the curriculum. Students taking the summative exams in their 4th and 9th semesters achieve a mean score of 75.9%, respectively 76.9%, in the purely communicative stations and 82.6%, respectively 83.3%, in the global evaluation of communicative competence in clinical-practical stations. Discussion: Survey and exam results alike indicate that the communication training is well accepted by students and instructors and that the training led to an improvement in general and specific communicative skills. Due to a lack of control groups or a pre-post design, it has thus far not been possible to unequivocally demonstrate a causal relationship between communicative competence trainings and good test results. Quality control measures, such as trainings for instructors and regular course evaluations, have been designed to address any challenges in the implementation of the communication curriculum at the faculty level. Conclusion: Building on the experience with the Charité's Reformed Medical Curriculum, a longitudinal, competence-based communication curriculum was integrated into the MSM's overall curriculum. This measure remedied a gap in the medical training that many graduates of regular study programs had previously bemoaned (Jansen 2010 [1]).
| S-EPMC7994867 | biostudies-literature