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Item 21st-Century Genetics in Psychiatric Residency Training: How Do We Get There?(American Medical Association, 2019-03-01) Besterman, Aaron D.; Moreno-De-Luca, Daniel; Nurnberger, John I., Jr.; Psychiatry, School of MedicineItem Assessing the Transition of Training in Health Systems Science From Undergraduate to Graduate Medical Education(Accreditation Council for Graduate Medical Education, 2021) Santen, Sally A.; Hamstra, Stanley J.; Yamazaki, Kenji; Gonzalo, Jed; Lomis, Kim; Allen, Bradley; Lawson, Luan; Holmboe, Eric S.; Triola, Marc; George, Paul; Gorman, Paul N.; Skochelak, Susan; Medicine, School of MedicineBackground: The American Medical Association Accelerating Change in Medical Education (AMA-ACE) consortium proposes that medical schools include a new 3-pillar model incorporating health systems science (HSS) and basic and clinical sciences. One of the goals of AMA-ACE was to support HSS curricular innovation to improve residency preparation. Objective: This study evaluates the effectiveness of HSS curricula by using a large dataset to link medical school graduates to internship Milestones through collaboration with the Accreditation Council for Graduate Medical Education (ACGME). Methods: ACGME subcompetencies related to the schools' HSS curricula were identified for internal medicine, emergency medicine, family medicine, obstetrics and gynecology (OB/GYN), pediatrics, and surgery. Analysis compared Milestone ratings of ACE school graduates to non-ACE graduates at 6 and 12 months using generalized estimating equation models. Results: At 6 months both groups demonstrated similar HSS-related levels of Milestone performance on the selected ACGME competencies. At 1 year, ACE graduates in OB/GYN scored minimally higher on 2 systems-based practice (SBP) subcompetencies compared to non-ACE school graduates: SBP01 (1.96 vs 1.82, 95% CI 0.03-0.24) and SBP02 (1.87 vs 1.79, 95% CI 0.01-0.16). In internal medicine, ACE graduates scored minimally higher on 3 HSS-related subcompetencies: SBP01 (2.19 vs 2.05, 95% CI 0.04-0.26), PBLI01 (2.13 vs 2.01; 95% CI 0.01-0.24), and PBLI04 (2.05 vs 1.93; 95% CI 0.03-0.21). For the other specialties examined, there were no significant differences between groups. Conclusions: Graduates from schools with training in HSS had similar Milestone ratings for most subcompetencies and very small differences in Milestone ratings for only 5 subcompetencies across 6 specialties at 1 year, compared to graduates from non-ACE schools. These differences are likely not educationally meaningful.Item Association Between Surgical Technical Skill and Long-term Survival for Colon Cancer(American Medical Association, 2021) Brajcich, Brian C.; Stulberg, Jonah J.; Palis, Bryan E.; Chung, Jeanette W.; Huang, Reiping; Nelson, Heidi; Bilimoria, Karl Y.; Surgery, School of MedicineThis cohort study examines the association between surgical technical skill and overall survival following colectomy for colon cancer.Item Best Practices for Health Informatician Involvement in Interprofessional Health Care Teams(Thieme, 2018-01) Holden, Richard J.; Binkheder, Samar; Patel, Jay; Viernes, Sara Helene P.; BioHealth Informatics, School of Informatics and ComputingAcademic and nonacademic health informatics (HI) professionals (informaticians) serve on interprofessional health care teams with other professionals, such as physicians, nurses, pharmacists, dentists, and nutritionists. Presently, we argue for investing greater attention to the role health informaticians play on interprofessional teams and the best practices to support this role.Item A brief intervention to improve emotion-focused communication between newly licensed pediatric nurses and parents(2014-01-03) Fisher, Mark J.; Broome, Marion E.; Friesth, Barbara M.; Magee, Tracy; Frankel, Richard M.Parents have increasingly participated in their children’s bedside care. Parental participation has led to more provider-parent interactions and communication during such stressful events. Helping parents through such stressful events requires nurses to be skilled communicators. Brief methods of training emotion-focused communication with newly licensed nurses are needed, but as yet are rare. The purpose of this study was to evaluate the impact of a validated brief communication (Four Habits Model) training program for newly licensed pediatric nurses. The intervention focused on ways to improve nurses’ emotion-focused conversations with parents. Information processing and Benner’s novice to expert informed this study. The intervention is based on the four habits model, with “habits” providing a structure for nurses to organize their thinking and behavior during emotion-focused conversations with parents. Thirty-five pediatric nurses with 0–24 months of nursing experience at a large mid-western children’s hospital participated in the study. Mixed methods provided data for this experimental study, using a group-by-trials repeated measures ANOVA design. Participants randomized to the intervention group participated in a one-hour three-part training: adapted four habits model content, simulated nurse-parent communication activity, and debrief. Participants randomized to the control group observed a one-hour travel video. Key outcome variables were Preparation, Communication Skills, Relationships, Confidence, Anxiety, and Total Preparation. Compared with the controls, the intervention group improved significantly in the following areas: Preparation, F(1,33) = 28.833, p < .001; Communication Skills, F(1,33) = 9.726, p = .004; Relationships, F(1,33) = 8.337, p = .007; Confidence, F(1,33) = 36.097, p < .001; and Total Preparation, F(1,33) = 47.610, p < .001. Nurses’ experience level had no effect, with the exception of Anxiety. Nurses with more experience (≥ 12 m) showed a greater reduction in Anxiety, when compared to nurses with less experience (< 12 m), F(1,31) = 5.733, p = .023. Fifty-two percent of the nurses involved in the intervention later reported specific examples of implementing the four habits when working with parents in clinical settings. A one-hour four habits communication-training program is effective in improving newly licensed nurses’ preparation for emotion-focused conversations with parents.Item A Critical Disconnect: Residency Selection Factors Lack Correlation With Intern Performance(Accreditation Council for Graduate Medical Education, 2020) Burkhardt, John C.; Parekh, Kendra P.; Gallahue, Fiona E.; London, Kory S.; Edens, Mary A.; Humbert, A.J.; Pillow, M. Tyson; Santen, Sally A.; Hopson, Laura R.; Emergency Medicine, School of MedicineBackground: Emergency medicine (EM) residency programs want to employ a selection process that will rank best possible applicants for admission into the specialty. Objective: We tested if application data are associated with resident performance using EM milestone assessments. We hypothesized that a weak correlation would exist between some selection factors and milestone outcomes. Methods: Utilizing data from 5 collaborating residency programs, a secondary analysis was performed on residents trained from 2013 to 2018. Factors in the model were gender, underrepresented in medicine status, United States Medical Licensing Examination Step 1 and 2 Clinical Knowledge (CK), Alpha Omega Alpha (AOA), grades (EM, medicine, surgery, pediatrics), advanced degree, Standardized Letter of Evaluation global assessment, rank list position, and controls for year assessed and program. The primary outcomes were milestone level achieved in the core competencies. Multivariate linear regression models were fitted for each of the 23 competencies with comparisons made between each model's results. Results: For the most part, academic performance in medical school (Step 1, 2 CK, grades, AOA) was not associated with residency clinical performance on milestones. Isolated correlations were found between specific milestones (eg, higher surgical grade increased wound care score), but most had no correlation with residency performance. Conclusions: Our study did not find consistent, meaningful correlations between the most common selection factors and milestones at any point in training. This may indicate our current selection process cannot consistently identify the medical students who are most likely to be high performers as residents.Item Development and initial validation of an instrument for video-based assessment of technical skill in ERCP(Elsevier, 2021) Elmunzer, B. Joseph; Walsh, Catharine M.; Guiton, Gretchen; Serrano, Jose; Chak, Amitabh; Edmundowicz, Steven; Kwon, Richard S.; Mullady, Daniel; Papachristou, Georgios I.; Elta, Grace; Baron, Todd H.; Yachimski, Patrick; Fogel, Evan L.; Draganov, Peter V.; Taylor, Jason R.; Scheiman, James; Singh, Vikesh K.; Varadarajulu, Shyam; Willingham, Field F.; Cote, Gregory A.; Cotton, Peter B.; Simon, Violette; Spitzer, Rebecca; Keswani, Rajesh; Wani, Sachin; SVI study group; U.S. Cooperative for Outcomes Research in Endoscopy; Medicine, School of MedicineBackground and aims: The accurate measurement of technical skill in ERCP is essential for endoscopic training, quality assurance, and coaching of this procedure. Hypothesizing that technical skill can be measured by analysis of ERCP videos, we aimed to develop and validate a video-based ERCP skill assessment tool. Methods: Based on review of procedural videos, the task of ERCP was deconstructed into its basic components by an expert panel that developed an initial version of the Bethesda ERCP Skill Assessment Tool (BESAT). Subsequently, 2 modified Delphi panels and 3 validation exercises were conducted with the goal of iteratively refining the tool. Fully crossed generalizability studies investigated the contributions of assessors, ERCP performance, and technical elements to reliability. Results: Twenty-nine technical elements were initially generated from task deconstruction. Ultimately, after iterative refinement, the tool comprised 6 technical elements and 11 subelements. The developmental process achieved consistent improvements in the performance characteristics of the tool with every iteration. For the most recent version of the tool, BESAT-v4, the generalizability coefficient (a reliability index) was .67. Most variance in BESAT scores (43.55%) was attributed to differences in endoscopists' skill, indicating that the tool can reliably differentiate between endoscopists based on video analysis. Conclusions: Video-based assessment of ERCP skill appears to be feasible with a novel instrument that demonstrates favorable validity evidence. Future steps include determining whether the tool can discriminate between endoscopists of varying experience levels and predict important outcomes in clinical practice.Item Evaluation of a Comprehensive Tobacco Cessation Curriculum for Dental Hygiene Programs(Journal of Dental Education, 2010-05-01) Davis, Joan M.; Stockdale, Margaret S.; Cropper, M.Dental health care providers continue to offer inconsistent and limited tobacco use cessation (TUC) interventions even though smoking‐related morbidity and mortality continue to be a substantial health concern. Our purpose was to conduct a comprehensive, three‐year (2003–06) TUC curriculum evaluation that included assessment of existing TUC education offered; dental hygiene educators’ readiness to incorporate TUC education into the curriculum; and development of a pre‐test/post‐test assessment instrument and faculty development program. This curriculum study was carried out alongside a research study to evaluate the effectiveness of a peer‐reviewed tobacco curriculum (Tobacco Free! Curriculum). Faculty members (baseline n=97; third‐year n=42) from the twelve dental hygiene associate degree programs in Illinois participated in the study, which included a pre‐treatment survey, six hours of on‐site TUC curriculum training, and a post‐treatment survey to determine the attitudes, perceived barriers, and current practices in tobacco education. Results showed an average increase of eighty‐five minutes spent on tobacco education in the dental hygiene curriculum, a large positive increase in the percentage of faculty members who formally assessed the use of 5As and 5Rs (21 percent to 88 percent), and a dramatic increase (+100) in the percentage of faculty members who taught or included most of the thirteen TUC content areas following the introduction of the curriculum and training program.Item Evaluation of Point-of-Care Ultrasound Training for Family Physicians Using Teleultrasound(Society of Teachers of Family Medicine, 2023) Russell, Frances M.; Herbert, Audrey; Lobo, Daniela; Ferre, Robinson; Nti, Benjamin K.; Emergency Medicine, School of MedicineBackground and objectives: The goal of this study was to assess family physicians' change in knowledge and ability to perform abdominal aorta ultrasound after implementation of a novel teleultrasound curriculum. Methods: This was a prospective, observational study conducted at a single academic institution. Family physicians completed a preassessment, test, and objective structured clinical evaluation (OSCE). Physicians then individually completed a standard curriculum consisting of online content and an hour-long, hands-on training session on abdominal aorta ultrasound using teleultrasound technology. Physicians then performed a minimum of 10 independent examinations over a period of 8 weeks. After physicians completed the training curriculum and 10 independent scans, we administered a postassessment, test, and OSCE. We analyzed differences between pre- and postcurriculum responses using Fisher exact and Wilcoxon signed rank tests. Results: Thirteen family physicians completed the curriculum. Comparing pre- to postcurriculum responses, we found significant reductions in barriers to using aorta POCUS and improved confidence in using, obtaining, and interpreting aorta POCUS (P<0.01). Knowledge improved from a median score of 70% to 90% (P<0.01), and OSCE scores improved from a median of 80% to 100% (P=0.012). Overall, 211 aorta ultrasound examinations were independently acquired with a median image quality of 4 (scale 1 to 4). Conclusions: After an 8-week teleultrasound curriculum, family physicians with minimal experience with POCUS showed improved knowledge and psychomotor skill in abdominal aorta POCUS.Item From the Dexterous Surgical Skill to the Battlefield-A Robotics Exploratory Study(Oxford University Press, 2021) Gonzalez, Glebys T.; Kaur, Upinder; Rahma, Masudur; Venkatesh, Vishnunandan; Sanchez, Natalia; Hager, Gregory; Xue, Yexiang; Voyles, Richard; Wachs, Juan; Surgery, School of MedicineIntroduction: Short response time is critical for future military medical operations in austere settings or remote areas. Such effective patient care at the point of injury can greatly benefit from the integration of semi-autonomous robotic systems. To achieve autonomy, robots would require massive libraries of maneuvers collected with the goal of training machine learning algorithms. Although this is attainable in controlled settings, obtaining surgical data in austere settings can be difficult. Hence, in this article, we present the Dexterous Surgical Skill (DESK) database for knowledge transfer between robots. The peg transfer task was selected as it is one of the six main tasks of laparoscopic training. In addition, we provide a machine learning framework to evaluate novel transfer learning methodologies on this database. Methods: A set of surgical gestures was collected for a peg transfer task, composed of seven atomic maneuvers referred to as surgemes. The collected Dexterous Surgical Skill dataset comprises a set of surgical robotic skills using the four robotic platforms: Taurus II, simulated Taurus II, YuMi, and the da Vinci Research Kit. Then, we explored two different learning scenarios: no-transfer and domain-transfer. In the no-transfer scenario, the training and testing data were obtained from the same domain; whereas in the domain-transfer scenario, the training data are a blend of simulated and real robot data, which are tested on a real robot. Results: Using simulation data to train the learning algorithms enhances the performance on the real robot where limited or no real data are available. The transfer model showed an accuracy of 81% for the YuMi robot when the ratio of real-tosimulated data were 22% to 78%. For the Taurus II and the da Vinci, the model showed an accuracy of 97.5% and 93%, respectively, training only with simulation data. Conclusions: The results indicate that simulation can be used to augment training data to enhance the performance of learned models in real scenarios. This shows potential for the future use of surgical data from the operating room in deployable surgical robots in remote areas.