Using Mobile and Remote Simulation as a Research Methodology for Health Care Delivery Research.

SUMMARY STATEMENT: Mobile and remote simulation can be used as a research methodology to collect data in simulated environments to answer research questions pertaining to health care delivery. This research methodology can exponentially increase the reachable target study participants and provide generalizable conclusions. Using a large-scale national study in the United States as an exemplar, this article outlines the technology and equipment required to conduct mobile and remote simulations for research purposes. The cost associated with using mobile and remote simulations as well as the advantages and challenges of using this research methodology are also discussed.

Systematic Review of Procedural Skill Simulation in Health Care in Low- and Middle-Income Countries.

ABSTRACT: Low- and middle-income countries (LMICs) have adopted procedural skill simulation, with researchers increasingly investigating simulation efforts in resource-strained settings. We aim to summarize the current state of procedural skill simulation research in LMICs focusing on methodology, clinical area, types of outcomes and cost, cost-effectiveness, and overall sustainability. We performed a comprehensive literature review of original articles that assessed procedural skill simulation from database inception until April 2022.From 5371 screened articles, 262 were included in this review. All included studies were in English. Most studies were observational cohort studies (72.9%) and focused on obstetrics and neonatal medicine (32.4%). Most measured outcome was the process of task performance (56.5%). Several studies mentioned cost (38.9%) or sustainability (29.8%). However, few articles included actual monetary cost information (11.1%); only 1 article assessed cost-effectiveness. Based on our review, future research of procedural skill simulation in LMICS should focus on more rigorous research, cost assessments, and on less studied areas.

Response Process Validity Evidence for Video Commentary Assessment in Surgery: A Qualitative Study.

OBJECTIVES: Well-developed mental representations of a task are fundamental to proficient performance. 'Video Commentary' (VC) is a novel assessment intended to measure mental representations of surgical tasks that would reflect an important aspect of task proficiency. Whether examinees' actual response processes align with this intent remains unknown. As part of ongoing validation of the assessment, we sought to understand examinees' response processes in VC. DESIGN: Grounded theory qualitative study. In 2019, residents were interviewed about their understanding of and approach to VC. Using grounded theory, we created a theoretical model explaining relationships among factors that influence residents' response processes and performance. Residents' perceived purpose of VC was also explored using Likert-type questions. SETTING: Academic surgical residency program. PARTICIPANTS: Forty-eight surgical residents (PGY-1 to PGY-5). RESULTS: Analysis of narrative comments indicated that residents' perceived purposes of VC generally align with the educator's intent. Resident response processes are influenced by test characteristics, residents' perception and understanding of VC, and residents' personal characteristics. Four strategies seem to guide how residents respond, namely a focus on speed, points, logic, and relevance. Quantitative results indicated residents believe VC scores reflect their ability to speak quickly, ability to think quickly, and knowledge of anatomy (mean = 5.0, 4.5, and 4.4 respectively [1 = strongly disagree, 6 = strongly agree]). PGY-1 and PGY-2 residents tend to focus on naming facts whereas PGY-4 and PGY-5 residents focus on providing comprehensive descriptions. CONCLUSIONS: Residents generally have an accurate understanding of the purpose of VC. However, their use of different approaches could represent a threat to validity. The response strategies of speed, points, logic, and relevance may inform other clinical skills assessments.

Simulation as Soothsayer: Simulated Surgical Skills MMIs During Residency Interviews are Associated With First Year Residency Performance.

OBJECTIVE: The main consideration during residency recruitment is identifying applicants who will succeed during residency. However, few studies have identified applicant characteristics that are associated with competency development during residency, such as the Accreditation Council for Graduate Medical Education milestones. As mini multiple interviews (MMIs) can be used to assess various competencies, we aimed to determine if simulated surgical skills MMI scores during a general surgery residency interview were associated with Accreditation Council for Graduate Medical Education milestone ratings at the conclusion of intern year. DESIGN: Retrospective cohort study. Interns' Step 1 and 2 clinical knowledge (CK) scores, interview day simulated surgical skills MMI overall score, traditional faculty interview scores, average overall milestone ratings in the spring of residency, and intern American Board of Surgery In-Training Examination (ABSITE) percentile scores were gathered. Two multiple linear regression were performed analyzing the association between Step 1, Step 2 CK, MMI, and traditional faculty interview scores with (1) average overall milestone rating and (2) ABSITE percentile scores, controlling for categorical/preliminary intern classification. SETTING: One academic medical center PARTICIPANTS: General surgery interns matriculating in 2020-2021 RESULTS: Nineteen interns were included. Multiple linear regression revealed that higher overall simulated surgical skills MMI score was associated with higher average milestone ratings (ß = .45, p = 0.03) and higher ABSITE score (ß = .43, p = 0.02) while neither Step 1, Step 2 CK, nor faculty interview scores were significantly associated with average milestone ratings. CONCLUSIONS: Surgical residency programs invest a tremendous amount of effort into training residents, thus metrics for predicting applicants that will succeed are needed. Higher scores on a simulated surgical skills MMIs are associated with higher milestone ratings 1 year into residency and higher intern ABSITE percentiles. These results indicate a noteworthy method, simulated surgical skills MMIs, as an additional metric that may select residents that will have early success in residency.

Video Commentary & Machine Learning: Tell Me What You See, I Tell You Who You Are.

BACKGROUND & OBJECTIVE: Teaching and assessment of complex problem solving are a challenge for medical education. Integrating Machine Learning (ML) into medical education has the potential to revolutionize teaching and assessment of these problem-solving processes. In order to demonstrate possible applications of ML to education, we sought to apply ML in the context of a structured Video Commentary (VC) assessment, using ML to predict residents' training level. SETTING: A secondary analysis of multi-institutional, IRB approved study. Participants had completed the VC assessment consisting of 13 short (20-40 seconds) operative video clips. They were scored in real-time using an extensive checklist by an experienced proctor in the assessment. A ML model was developed using TensorFlow and Keras. The individual scores of the 13 video clips from the VC assessment were used as the inputs for the ML model as well as for regression analysis. PARTICIPANTS: A total of 81 surgical residents of all postgraduate years (PGY) 1-5 from 7 institutions constituted the study sample. RESULTS: Scores from individual VC clips were strongly positively correlated with PGY level (p = 0.001). Some video clips were identified to be strongly correlated with a higher total score on the assessment; others had significant influence when used to predict trainees' PGY levels. Using a supervised machine learning model to predict trainees' PGY resulted in a 40% improvement over traditional statistical analysis. CONCLUSIONS: Performing better in a few select video clips was key to obtaining a higher total score but not necessarily foretelling of a higher PGY level. The use of the total score as a sole measure may fail to detect deeper relationships. Our ML model is a promising tool in gauging learners' levels on an assessment as extensive as VC. The model managed to approximate residents' PGY levels with a lower MAE than using traditional statistics. Further investigations with larger datasets are needed.

Perceived Experiences of Korean Immigrant Mothers Raising Children With Disabilities in the United States.

INTRODUCTION: The challenges of acculturation that immigrant families experience could intensify if they have a child with a disability. This qualitative descriptive study aimed to describe the experiences of Korean mothers raising children with a disability in the United States. METHODOLOGY: Semi-structured interviews were conducted based on the Resilience Model of Family Stress, Adjustment, and Adaptation. Directed content analysis was used. RESULTS: Six Korean mothers participated in the interview and 16 codes were identified in relation to the five concepts of the Resilience Model, namely family demands, family resources, family appraisal, family problem-solving and coping, and family adaptation. Overall, mothers thought their families were well-functioning and viewed their quality of life positively within the context of immigration despite experiencing various family demands. DISCUSSION: Findings of this study showed the resilience of Korean immigrant mothers and revealed the importance of understanding and considering unique cultural differences when providing care to this population.

LEGO®-based communication assessment in virtual general surgery residency interviews.

Purpose: Effective communication skills are a critical quality and skill that is highly sought after for surgeons which largely impacts patient outcomes. Residency programs design their interview processes to select the best candidates. LEGO®-based activities have been frequently used to enhance communication skills and team building. This study investigates the effectiveness and reliability of a novel LEGO®-based communication assessment in interviews for surgical residencies and the feasibility of implementing it in a virtual setting. Methods: This study conducted a retrospective analysis of a LEGO®-based communication assessment at the program's 2020/2021 residency interviews. Each applicant was assessed on a different model. The total scores were analyzed for consistency among raters and correlated to faculty interviews. Furthermore, the impact of the assessment structure, scoring criteria, and range of models' difficulties on the total scores were explored. Results: A total of 54 categorical and 55 preliminary applicants interviewed on 2 days. The assessment on different models and had no impact on applicants' total scores for either categorical and preliminary groups (p = 0.791 and 0.709, respectively). The communication components of the assessment showed high consistency between the raters. The two applicant groups displayed a statistically significant difference (p = 0.004) in the communication evaluation and model accuracy components. Total scores did not correlate with the faculty interviews of standardized questions in either group. Conclusion: This novel LEGO®-based communication assessment showed high reliability and promising results as a tool to assess communication and problem solving for residency interviews that can be readily implemented in a virtual setting. Supplementary Information: The online version contains supplementary material available at 10.1007/s44186-022-00021-4.

Conducting Virtual Simulated Skills Multiple Mini-Interviews for General Surgery Residency Interviews.

OBJECTIVE: We describe the feasibility of transitioning simulated skills assessments during general surgery interviews from an in-person to virtual format. DESIGN/SETTING: Technical and nontechnical skill multiple mini-interviews (MMIs) were performed virtually and assessed for 109 applicants during virtual general surgery interviews over 2 days at a tertiary academic medical center. RESULTS: We demonstrate the feasibility of virtually assessing general surgery residency applicants' technical and non-technical skills. Using a virtual MMI format during general surgery interviews, we assessed communication, emotional intelligence, anatomical knowledge, interpretation of medical tests, knot tying, and suturing. Four tasks (communication, emotional intelligence , anatomical knowledge, and interpretation of tests) were assessed synchronously by trained general surgery interns. Applicants submitted a recording of themselves performing knot tying and suturing tasks, which were asynchronously assessed after the interview day. Applicants rated the MMI experience highly (4.3/5) via postinterview day survey and the majority of applicants felt that station objectives were met in the virtual format. CONCLUSIONS: We report a successful experience implementing technical and nontechnical virtual MMIs with capacity for 120 applicants during general surgery residency interviews. In the midst of a COVID-19 pandemic, the ability to assess surgical leaners virtually is essential. Virtual skills assessments may provide a more comprehensive picture of applicants and enable residency programs to better assess residents when gathering in person is not feasible.

Video Commentary: Rapid-Fire Assessment of Surgical Cognitive Skills.

OBJECTIVE: We describe the use of "Video Commentary", an assessment using a set of operative videos, to assess trainees' surgical cognitive skills (operative knowledge, spatial awareness, and surgical insight). DESIGN & SETTING: The Video Commentary assessment has been routinely administered to Postgraduate Year (PGY) 1-5 general surgery residents since 2014 as part of a biannual multistation, OSCE-type exam at Mayo Clinic, Rochester, MN. Video Commentary is a rapid-fire, 6-minute assessment, where trainees watch a series of 20 to 30 second operative video clips and comment on them as they play. Each clip varies in procedure, approach, difficulty, and complexity. The combination of video clips differs according to trainees' PGY level except for a few videos that overlap among PGY groups. The name of the procedure is provided at the beginning of each clip with a countdown timer showing in the corner of the screen. A comprehensive checklist is used to score trainees' performance in real-time. DISCUSSION: Assessment of trainees of different levels and staff surgeons show a positive correlation with the experience level (p = 0.0001). The assessment provides a safe alternative to assess trainees in the operating room and encourages them to become more effective communicators. With the use of technology, large video databases can be created to provide just-in-time tailored feedback to the trainees. CONCLUSIONS: Video Commentary can serve as a time and resource-efficient assessment of trainees' surgical cognitive skills and insight. The use and demand of real-time commentary on operative videos may provide a viable approach to help surgeon educators determine trainees' baseline, progression, and readiness to advance.

Inspiring Young Learners Toward a Career in Healthcare Using Simulation.

STATEMENT: To inspire young learners toward a career in healthcare and provide them opportunities to learn lifesaving skills, a hospital-based simulation center collaborated with a local middle school to develop a 88-minute simulation-based educational activity. The activity consisted of eight 10-minute stations on lifesaving and basic medical skills. One hundred fifty students participated. Evaluation surveys showed students favored stations with extensive hands-on activities and valued the opportunity to interact with health professionals. Students also reported more interest in science careers after the visit. This collaborative effort is time-efficient and low-budget simulation-based learning experience that had an immediate impact on middle school students.

Designing and implementing asynchronous online deliberate practice to develop interprofessional communication competency.

Communicating with healthcare providers is a core tenant in the Quality and Safety Education for Nurses and Institute of Medicine teamwork and collaboration competency but remains a major concern for pre-licensure nursing students and novice nurses. Pre-licensure nursing students rarely have opportunities to practice interprofessional communication skills with other healthcare providers even though lack of this skill competency may lead to patient harm. This article explores the feasibility of using story-guided online deliberate practice sessions as an educational strategy to improve students' interprofessional critical communication competency. The design and testing of asynchronous online deliberate practice session prototypes is described and the implementation and evaluation of two online deliberate practice sessions into a nursing course is reported. The online format provided students with convenient opportunities to develop competency in critical communication skills using SBAR in a safe environment. Results from the prototype testing and student evaluation indicated that students had an overall positive experience. The online deliberate practice sessions provided a low-cost, flexible practice experience to develop critical communication skills and were evaluated as highly satisfactory and easy to navigate. The optimal number of practice sessions needed to attain competency, retain skills, and impact patient outcomes require further longitudinal study.