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1.
Rev. obstet. ginecol. Venezuela ; 84(3): 307-315, Ago. 2024. tab
Article in Spanish | LILACS, LIVECS | ID: biblio-1570392

ABSTRACT

Objetivo: Determinar los factores asociados al rechazo de la contracepción posparto en un Hospital Público, 2021. Métodos: Estudio observacional, analítico, transversal; incluyó 251 puérperas inmediatas atendidas en un Hospital Público entre mayo y junio del 2021. La variable principal fue rechazo de la contracepción posparto y factores asociados: sociodemográficos, obstétricos, personal-cultural, institucional. Se usó un cuestionario válido y confiable. Además, la prueba Chi cuadrado de Pearson y Regresión de Poisson para el análisis estadístico y se tuvo aprobación de Comité de Ética. Resultados: El 16,7 % rechazó los contraceptivos modernos. El nivel educativo bajo (p < 0,011; RPa: 4,51; IC: 1,42-14,35), la percepción de una mala situación económica (p = 0,001; RPa: 3,65; IC: 1,72-7,76), las complicaciones durante el trabajo de parto y dos horas posparto (p = 0,041; RPa: 8,16; IC: 1,09-61,19), el embarazo planificado (p = 0,002; RPa: 2,51; IC: 1,38-4,55), la experiencia negativa de contracepción (p = 0,000; RPa: 11,26; IC: 5,85-21,66), la actitud negativa de la pareja (p = 0,006; RPa: 4,90; IC: 1,57-15,31) y la percepción de conocimiento insuficiente sobre contracepción (p = 0,049; RPa: 0,53; IC: 0,28-0,996); se asociaron al rechazo de contracepción en el posparto. Conclusión: El nivel educativo bajo, la percepción de una mala situación económica, las complicaciones durante el trabajo de parto y dos horas posparto, el embarazo planificado, la experiencia negativa de contracepción, la actitud negativa de la pareja, se asocian al rechazo de contracepción posparto; la percepción de conocimiento insuficiente sobre contracepción se asoció a la disminución de rechazo(AU)


Objective: To determine the factors associated with the refusal of postpartum contraception in a Public Hospital, 2021. Methods: Observational, analytical, cross-sectional study; included 251 immediate postpartum women treated in a Public Hospital between May and June 2021. The main variable was rejection of postpartum contraception and associated factors: sociodemographic, obstetric, personal-cultural, and institutional. A valid and reliable questionnaire was used. In addition, Pearson's Chi-square test and Poisson's regression were used for statistical analysis and the Ethics Committee was approved. Results: 16.7% rejected modern contraceptives. Low educational level (p < 0.011; PRa: 4.51; CI: 1.42-14.35), the perception of a bad economic situation (p = 0.001; RPa: 3.65; CI: 1.72-7.76), complications during labor and two hours postpartum (p = 0.041; PRa: 8.16; CI: 1.09-61.19), planned pregnancy (p = 0.002; PRa: 2.51; CI: 1.38-4.55), negative experience of contraception (p = 0.000; PRa: 11.26; CI: 5.85-21.66), the negative attitude of the partner (p = 0.006; RPa: 4.90; CI: 1.57-15.31) and the perception of insufficient knowledge about contraception (p = 0.049; RPa: 0.53; CI: 0.28-0.996); were associated with contraceptive rejection in the postpartum period. Conclusion: Low educational level, perception of a poor economic situation, complications during labor and two hours postpartum, planned pregnancy, negative contraceptive experience, negative partner attitude, are associated with postpartum contraceptive rejection; The perception of insufficient knowledge about contraception was associated with a decrease in rejection(AU)


Subject(s)
Humans , Female , Pregnancy , Cesarean Section , Contraception , Parturition , Postpartum Period , Socioeconomic Factors , Cross-Sectional Studies , Ethics Committees , Pregnancy, Unplanned , Health Services Accessibility
2.
Surgery ; 176(4): 1079-1082, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39030107

ABSTRACT

INTRODUCTION: Much attention and effort are devoted to general surgery residency applicant interview strategies and ranking. However, few interview strategies are positively associated with applicant communication performance. The purpose of this study was to assess the potential of a LEGO-based communication assessment and a standardized patient-based emotional intelligence assessment to serve as an indicator for communication and interpersonal skills among peers in residency. METHODS: We examined general surgery residents who interviewed virtually at our institution in 2021-2022, then matriculated in 2022-2023. Residents' LEGO-based communication and emotional intelligence interview assessments were evaluated for associations with peer evaluations in intern year. A regression analysis was conducted testing the association between each assessment and peer-evaluation metrics, controlling for resident track (preliminary, categorical). RESULTS: Performance on LEGO-based communication assessments was significantly associated with peer evaluation of cross-cover performance (B = 0.09, standard error 0.044, 95% confidence interval 0.001-0.187, P = .048), whereas emotional intelligence scores had no significant association (P = .155). In contrast, performance on the LEGO-based communication assessments were associated with peer evaluations for desirability as a coworker (B = 0.098, standard error 0.038, 95% confidence interval 0.017-0.178, P = .021), whereas emotional intelligence scores were negatively associated with desirability as a coworker (B = -0.255, standard error 0.107, 95% confidence interval -0.482 to -0.029], P = .029). CONCLUSION: Although LEGO-based communication assessments before residency are associated with better resident peer evaluations 1 year into residency, our emotional intelligence applicant assessment during recruitment did not provide clear insight into resident performance. Future research should consider the ability of standardized assessments to predict performance.


Subject(s)
Communication , Emotional Intelligence , Internship and Residency , Humans , Male , Female , General Surgery/education , Adult , Peer Group , Personnel Selection/methods , Personnel Selection/standards
3.
Surgery ; 176(2): 319-323, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38763791

ABSTRACT

BACKGROUND: Answering calls in the literature, we developed and introduced an evidence-based tool for surgeons facing errors in the operating room: the STOPS framework (stop, talk to you team, obtain help, plan, succeed). The purpose of this research was to assess the impact of presenting this psychological tool on resident coping in the operating room and the related outcome of burnout while examining sex differences. METHODS: In a natural experiment, general surgery residents were invited to attend 2 separate educational conferences regarding coping with errors in the operating room. Three months later, all residents were asked to fill out a survey assessing their coping in the operating room, level of burnout, and demographics. We assessed the impact of the educational intervention by comparing those who attended the coping conferences with those who did not attend. RESULTS: Thirty-five residents responded to the survey (65% response rate, 54% female respondents, 49% junior residents). Our hypothesized moderated mediation model was supported. Sex was found to moderate the impact of the STOPS framework-female residents who attended the coping educational conference reported higher coping self-efficacy, whereas attendance had no statistically significant impact on male levels of coping self-efficacy. In turn, higher coping self-efficacy was associated with lower levels of burnout. CONCLUSION: Our results suggest that there is evidence of efficacy in this instruction-female residents presented this material report higher levels of coping in the operating room compared to those who did not receive the framework. Further, increase in coping ability was associated with reduced levels of burnout for both genders.


Subject(s)
Adaptation, Psychological , Burnout, Professional , Internship and Residency , Humans , Female , Male , Burnout, Professional/prevention & control , Burnout, Professional/psychology , Adult , Medical Errors/prevention & control , Medical Errors/psychology , General Surgery/education , Surgeons/psychology , Surgeons/education , Surveys and Questionnaires , Operating Rooms , Self Efficacy , Sex Factors
4.
J Surg Educ ; 81(6): 850-857, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38664172

ABSTRACT

OBJECTIVE: Video-based performance assessments provide essential feedback to surgical residents, but in-person and remote video-based assessment by trained proctors incurs significant cost. We aimed to determine the reliability, accuracy, and difficulty of untrained attending staff surgeon raters completing video-based assessments of a basic laparoscopic skill. Secondarily, we aimed to compare reliability and accuracy between 2 different types of assessment tools. DESIGN: An anonymous survey was distributed electronically to surgical attendings via a national organizational listserv. Survey items included demographics, rating of video-based assessment experience (1 = have never completed video-based assessments, 5 = often complete video-based assessments), and rating of favorability toward video-based and in-person assessments (0 = not favorable, 100 = favorable). Participants watched 2 laparoscopic peg transfer performances, then rated each performance using an Objective Structured Assessment of Technical Skill (OSATS) form and the McGill Inanimate System for Training and Evaluation of Laparoscopic Skills (MISTELS). Participants then rated assessment completion ease (1 = Very Easy, 5 = Very Difficult). SETTING: National survey of practicing surgeons. PARTICIPANTS: Sixty-one surgery attendings with experience in laparoscopic surgery from 10 institutions participated as untrained raters. Six experienced laparoscopic skills proctors participated as expert raters. RESULTS: Inter-rater reliability was substantial for both OSATS (k = 0.75) and MISTELS (k = 0.85). MISTELS accuracy was significantly higher than that of OSATS (κ: MISTELS = 0.18, 95%CI = [0.06,0.29]; OSATS = 0.02, 95%CI = [-0.01,0.04]). While participants were inexperienced with completing video-based assessments (median = 1/5), they perceived video-based assessments favorably (mean = 73.4) and felt assessment completion was "Easy" on average. CONCLUSIONS: We demonstrate that faculty raters untrained in simulation-based assessments can successfully complete video-based assessments of basic laparoscopic skills with substantial inter-rater reliability without marked difficulty. These findings suggest an opportunity to increase access to feedback for trainees using video-based assessment of fundamental skills in laparoscopic surgery.


Subject(s)
Clinical Competence , Internship and Residency , Laparoscopy , Video Recording , Laparoscopy/education , Reproducibility of Results , Humans , Male , Female , Educational Measurement/methods , Education, Medical, Graduate/methods , Surveys and Questionnaires , Adult
5.
Ann Am Thorac Soc ; 21(7): 1065-1073, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38470228

ABSTRACT

Rationale: Endotracheal intubation is the third most common bedside procedure in U.S. hospitals. In over 40% of intubations, preventable complications attributable to human factors occur. A better understanding of team dynamics during intubation may improve patient safety. Objectives: To explore team dynamics and safety-related actions during emergent endotracheal intubations in the emergency department and intensive care unit and to engage members of the care team in reflection for process improvement through a novel video-based team debriefing technique. Methods: Video-reflexive ethnography involves in situ video recording and reflexive discussions with practitioners to scrutinize behaviors and to identify opportunities for improvement. In this study, real-time intubations were recorded in the emergency department and intensive care unit at Mayo Clinic Rochester, and facilitated video-reflexive sessions were conducted with the multidisciplinary procedural teams. Themes about team dynamics and safety-related action were identified inductively from transcriptions of recorded sessions. Results: Between December 2022 and January 2023, eight video-reflexive sessions were conducted with a total of 78 participants. Multidisciplinary members included nurses (n = 23), respiratory therapists (n = 16), pharmacists (n = 7), advanced practitioners (n = 5), and physicians (n = 26). In video-reflexive discussions, major safety gaps were identified and several solutions were proposed related to the use of a multidisciplinary intubation checklist, standardized communication and team positioning, developing a culture of safety, and routinely debriefing after the procedure. Conclusions: The findings of this study may inform the development of a team supervision model for emergent endotracheal intubations. This approach could integrate key components such as a multidisciplinary intubation checklist, standardized communication and team positioning, a culture of safety, and debriefing as part of the procedure itself.


Subject(s)
Emergency Service, Hospital , Intubation, Intratracheal , Patient Care Team , Patient Safety , Video Recording , Humans , Intubation, Intratracheal/methods , Patient Care Team/organization & administration , Anthropology, Cultural , Intensive Care Units , Quality Improvement
6.
Crit Care Explor ; 6(2): e1041, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38283259

ABSTRACT

OBJECTIVES: Evaluate effectiveness and safety outcomes associated with the use of ketamine for primary analgosedation in the surgical/trauma ICU setting. DESIGN: Retrospective cohort study. SETTING: Academic medical center in Minnesota. PATIENTS: Patients admitted to the surgical ICU between 2015 and 2019 requiring mechanical ventilation and meeting one of three definitions for ketamine primary analgosedation were included: 1) no concomitant opioid infusion, 2) ketamine monotherapy for greater than or equal to 6 hours with subsequent opioid infusion, or 3) ketamine initiated concomitantly or within 4 hours of opioid and total opioid duration less than 4 hours. INTERVENTIONS: None. MEASUREMENTS: Use of ketamine, analgesics, and sedatives were evaluated. Pain, sedation, and delirium assessments immediately before and during ketamine infusion were collected and compared with reported goals. Concomitant analgesics, sedatives, and psychotropics were recorded. Reported failures due to ineffectiveness and toxicity were collected. MAIN RESULTS: Of 164 included patients, 88% never received a concomitant opioid infusion (primary analgosedation definition 1), 12% met alternative criteria for primary analgosedation (definitions 2 and 3). A majority, 68%, were surgical admissions and mean Acute Physiology and Chronic Health Evaluation III score was 90 (± 30). Median mechanical ventilation duration was 2.5 days (1.1-4.5) and ICU length of stay of 4.9 days (3-8). The median ketamine infusion dose and duration were 0.18 mg/kg/hr (0.1-0.3) and 30 hours (15.1-51.8). Concomitant infusions of propofol and dexmedetomidine were administered in 49% and 29% of patients, respectively. During ketamine infusion, the median percent of total pain scores at goal was 62% (33-96%), while 64% (37-91%) of Richmond Agitation Sedation Scale scores were at goal, and 47% of patients were Confusion Assessment Method-ICU positive during the ketamine infusion. Hallucinations were documented in 14% of patients and ketamine failure occurred in 11% of patients. CONCLUSIONS: Ketamine may be an effective primary analgosedation option in intubated surgical ICU patients, but prospective randomized studies are needed to evaluate this strategy.

7.
J Surg Educ ; 80(12): 1737-1740, 2023 12.
Article in English | MEDLINE | ID: mdl-37679289

ABSTRACT

BACKGROUND AND RATIONALE: Recent research has called for further resident training in coping with errors and adverse events in the operating room. To the best of our knowledge, there currently exists no evidence-based curriculum or training on this topic. MATERIALS AND METHODS: Synthesizing three prior studies on how experienced surgeons react to errors and adverse events, we developed the STOPS framework for handling surgical errors and adverse events (Stop, Talk to your team, Obtain help, Plan, Succeed). This material was presented to residents in two teaching sessions. RESULTS AND CONCLUSION: In this paper, we describe the presentation of, and the uniformly positive resident reaction to, the STOPS framework: an empirically based psychological tool for surgeons who experience operative errors or adverse events.


Subject(s)
Internship and Residency , Humans , Clinical Competence , Curriculum , Education, Medical, Graduate/methods , Adaptation, Psychological
8.
Urology ; 180: 294, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37558580
9.
Simul Healthc ; 2023 Jul 14.
Article in English | MEDLINE | ID: mdl-37440427

ABSTRACT

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.

11.
Surgery ; 174(2): 222-228, 2023 08.
Article in English | MEDLINE | ID: mdl-37188581

ABSTRACT

BACKGROUND: Intraoperative errors are inevitable, and how surgeons respond impacts patient outcomes. Although previous research has queried surgeons on their responses to errors, no research to our knowledge has considered how surgeons respond to operative errors from a contemporary first-hand source: the operating room staff. This study evaluated how surgeons react to intraoperative errors and the effectiveness of employed strategies as witnessed by operating room staff. METHODS: A survey was distributed to operating room staff at 4 academic hospitals. Items included multiple-choice and open-ended questions assessing surgeon behaviors observed after intraoperative error. Participants reported the perceived effectiveness of the surgeon's actions. RESULTS: Of 294 respondents, 234 (79.6%) reported being in the operating room when an error or adverse event occurred. Strategies positively associated with effective surgeon coping included the surgeon telling the team about the event and announcing a plan. Themes emerged regarding the importance of the surgeon remaining calm, communicating, and not blaming others for the error. Evidence of poor coping also emerged: "Yelling, feet stomping and throwing objects onto the field. [The surgeon] cannot articulate needs well because of anger." CONCLUSION: These data from operating room staff corroborates previous research presenting a framework for effective coping while shedding light on new, often poor, behaviors that have not emerged in prior research. Surgical trainees will benefit from the now-enhanced empirical foundation on which coping curricula and interventions can be built.


Subject(s)
Surgeons , Humans , Adaptation, Psychological , Operating Rooms
12.
Surgery ; 172(5): 1346-1351, 2022 11.
Article in English | MEDLINE | ID: mdl-35989130

ABSTRACT

BACKGROUND: Although it seems natural that surgical trainees would learn from demonstrations of a correct performance, evidence outside of surgical education has suggested that error-focused examples may promote error detection and improved procedural task performance. We hypothesized that feedback through error-focused videos would improve procedural learning more than correct-focused videos. METHODS: We conducted a randomized controlled trial of video feedback comparing error-focused versus correct-focused examples. The participants were interviewees at our general surgery residency program in December 2020. All of the interviewees performed suturing and knot tying tasks on their interview day (baseline), with 70 common errors identified. For each error, we created an instructional feedback video in two formats: one video demonstrating the error and another demonstrating correct performance. The study participants received feedback videos based on baseline performance errors, with the format randomly assigned. Two blinded raters assessed the baseline and postintervention performances. RESULTS: Thirty-seven interviewees enrolled and 17 submitted postintervention videos. The postintervention mean performance scores were significantly higher (P = .02) in the error-focused than the correct-focused example group (suturing [maximum score 18]: 16.9 vs 13.9 [difference 2.9; 95% CI 0.7, 5.1]; knot-tying [maximum score 24]: 21.6 vs 17.8 [difference 3.8; 95% CI 0.5, 7.0]). We found no between-group differences in performance time ([error-focused versus correct-focused] suturing: 246 vs 256 s; knot-tying: 170 vs 138 s; P = .08). Mean satisfaction with feedback was similar between groups (error-focused: mean = 5.3 versus correct-focused: mean = 5.2, out of 7; P = .95). CONCLUSION: Feedback that highlights errors is associated with better learning of surgical skills than feedback demonstrating correct performance, confirming our hypothesis.


Subject(s)
Education, Distance , Internship and Residency , Clinical Competence , Feedback , Humans , Suture Techniques/education
13.
J Surg Educ ; 79(6): 1489-1499, 2022.
Article in English | MEDLINE | ID: mdl-35907697

ABSTRACT

OBJECTIVE: Course content was designed and the learning outcomes assessed for an online ergonomics course for surgical residents. This course could fulfill an optional Surgical Council on Resident Education (SCORE) curriculum on Surgical Ergonomics. DESIGN: The online course included five 5-minute modules within the residents' learning system, each ending with an ungraded knowledge question, and a final 5-question multiple-choice retention quiz that allowed infinite attempts. The course was designed by ergonomists and surgeons at a quaternary academic hospital system. Participants were given two weeks to complete the modules. An electronic survey with questions assessing ergonomics knowledge and understanding on a 5-point Likert scale (strongly disagree - strongly agree) was distributed both before and after the course. The post-course survey included three additional questions to elicit feedback regarding learning experience and course design. Descriptive statistics and nonparametric paired comparisons were used to evaluate learning outcomes. SETTING: General surgery residency program at an academic medical center in the U.S. PARTICIPANTS: Twenty-two general surgery post graduate year 1 residents (PGY1s) were recruited to participate and completed the pre-course survey. Eight out of the 22 participants (36%) completed the online course and quiz; seven (32%) completed the course, quiz, and the post-course survey. RESULTS: Participants had high pre-course awareness of the importance of surgical ergonomics, benefits of work-related musculoskeletal disorder (WMSD) prevention, as well as awkward intraoperative postures being an WMSD risk factor. Participants' confidence increased significantly from pre- to post-course in ability to assess risk (p = 0.021), but not in ability or willingness to mitigate risky surgical postures. Participants who completed the quiz answered a median of 4 (IQR: [4, 5]) questions correctly. All participants indicated that they would recommend this course to other residents. CONCLUSIONS: These short practical ergonomics online learning modules increased surgical residents' confidence in assessing surgical WMSD risks.


Subject(s)
Internship and Residency , Musculoskeletal Diseases , Humans , Education, Medical, Graduate , Curriculum , Clinical Competence , Ergonomics
14.
J Surg Educ ; 79(6): e235-e241, 2022.
Article in English | MEDLINE | ID: mdl-35725725

ABSTRACT

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.


Subject(s)
Internship and Residency , Humans , United States , Clinical Competence , Retrospective Studies , Education, Medical, Graduate , Accreditation
15.
J Urol ; 208(2): 377, 2022 08.
Article in English | MEDLINE | ID: mdl-35575712
16.
J Grad Med Educ ; 14(1): 64-70, 2022 Feb.
Article in English | MEDLINE | ID: mdl-35222823

ABSTRACT

BACKGROUND: The COVID-19 pandemic affected graduate medical education (GME) by decreasing elective procedures and disrupting didactic learning activities in 2020. Editorials have hypothesized that resident physicians worked fewer hours, therefore losing valuable experience, but we are not aware of studies that have objectively assessed changes in hours worked. OBJECTIVE: This study aims to identify differences secondary to the COVID-19 pandemic in resident work hours across all specialties at 3 geographically dispersed, integrated academic hospitals in a large sponsoring institution. METHODS: We obtained de-identified work hour data from all residency programs at Mayo Clinic in Arizona, Florida, and Minnesota. Resident work hours were compared between 2020 and 2019 from March to May. RESULTS: Work hours for 1149 and 1118 residents during the pandemic and control periods respectively were compared. Decreases in resident work hours were seen, with the largest decrease demonstrated in April 2020 when 19 of 43 programs demonstrated significantly decreased work hours. Residents worked more hours from home in April 2020 compared to the previous year (Arizona: mean 1 hour in 2019 vs 5.2 hours in 2020, P<.001; Florida: mean 0.7 hour in 2019 vs 6.5 hours in 2020, P<.001; Minnesota: mean 0.8 hour in 2019 vs 10.2 hours in 2020, P<.001). CONCLUSIONS: The COVID-19 pandemic was associated with a decrease in work hours in some, but not all, specialties. The decrease in on-site work was only partially offset by an increased number of hours worked from home.


Subject(s)
COVID-19 , Internship and Residency , Physicians , Humans , Pandemics , SARS-CoV-2 , Workload
17.
J Surg Educ ; 79(6): e263-e272, 2022.
Article in English | MEDLINE | ID: mdl-33077418

ABSTRACT

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.


Subject(s)
Internship and Residency , Humans , Clinical Competence , Checklist , Machine Learning , Educational Measurement
18.
Global Surg Educ ; 1(1): 22, 2022.
Article in English | MEDLINE | ID: mdl-38013704

ABSTRACT

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.

19.
Am J Surg ; 223(4): 780-786, 2022 04.
Article in English | MEDLINE | ID: mdl-34215418

ABSTRACT

INTRODUCTION: We used interrupted time series (ITS) analysis to determine whether e-scooter shares' introduction in September 2017 increased serious scooter-related injury across the United States. METHODS: Using the National Electronic Injury Surveillance System, we queried emergency department visits involving motorized scooter-related injuries from January 2010-December 2019. Cases originating where e-scooter shares launched between September 1, 2017-December 1, 2019 (intervention period) were considered exposed. The first month of launch (September 2017) was chosen as the time point for pre- and post-intervention analysis. The primary outcome was change in hospitalizations following scooter injury in association with the month/year launch. RESULTS: This analysis includes 2754 unweighted encounters, representing 102614 estimated injuries involving motorized scooters nationwide. Hospitals within 20 miles of e-scooter shares also experienced a significant monthly increase of 0.24 scooter-related injury hospitalizations/1000 product-related injury hospitalizations ([0.17,0.31]) compared to a non-significant change in hospitalizations of 0.02 [-0.05,0.09] for control hospitals. CONCLUSION: An increase in serious motorized scooter injuries coincides with e-scooter shares' introduction in the US. Future works should explore effective polices to improve public safety.


Subject(s)
Emergency Service, Hospital , Hospitalization , Accidents, Traffic , Electronics , Ethnicity , Hospitals , Humans , Retrospective Studies , United States/epidemiology
20.
Surgery ; 171(6): 1665-1670, 2022 06.
Article in English | MEDLINE | ID: mdl-34815095

ABSTRACT

BACKGROUND: Small bowel obstruction management has evolved to incorporate the Gastrografin challenge. We expanded its use to the emergency department observation unit, potentially avoiding hospital admission for highly select small bowel obstruction patients. We hypothesized that the emergency department observation unit small bowel obstruction protocol would reduce admissions, costs, and the total time spent in the hospital without compromising outcomes. METHODS: We reviewed patients who presented with small bowel obstruction from January 2015 to December 2018. Patients deemed to require urgent surgical intervention were admitted directly and excluded. The emergency department observation unit small bowel obstruction guidelines were introduced in November 2016. Patients were divided into pre and postintervention groups based on this date. The postintervention group was further subclassified to examine the emergency department observation unit patients. Cost analysis for each patient was performed looking at number of charges, direct costs, indirect cost, and total costs during their admission. RESULTS: In total, 125 patients were included (mean age 69 ± 14.3 years). The preintervention group (n = 62) and postintervention group (n = 63) had no significant difference in demographics. The postintervention group had a 51% (36.7 hours, P < .001) reduction in median duration of stay and a total cost reduction of 49% (P < .001). The emergency department observation unit subgroup (n = 46) median length of stay was 23.6 hours. The readmission rate was 16% preintervention compared to 8% in the postintervention group (P = .18). CONCLUSION: Management of highly selected small bowel obstruction patients with the emergency department observation unit small bowel obstruction protocol was associated with decreased length of stay and total cost, without an increase in complications, surgical intervention, or readmissions.


Subject(s)
Intestinal Obstruction , Aged , Aged, 80 and over , Diatrizoate Meglumine , Emergency Service, Hospital , Hospitals , Humans , Intestinal Obstruction/etiology , Intestinal Obstruction/surgery , Length of Stay , Middle Aged , Retrospective Studies
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