JBJS Open Access最新文献

{"title":"Source Characteristics Influence AI-Enabled Orthopaedic Text Simplification: Recommendations for the Future.","authors":"Saman Andalib, Sean S Solomon, Bryce G Picton, Aidin C Spina, John A Scolaro, Ariana M Nelson","doi":"10.2106/JBJS.OA.24.00007","DOIUrl":"https://doi.org/10.2106/JBJS.OA.24.00007","url":null,"abstract":"<p><strong>Background: </strong>This study assesses the effectiveness of large language models (LLMs) in simplifying complex language within orthopaedic patient education materials (PEMs) and identifies predictive factors for successful text transformation.</p><p><strong>Methods: </strong>We transformed 48 orthopaedic PEMs using GPT-4, GPT-3.5, Claude 2, and Llama 2. The readability, quantified by the Flesch-Kincaid Reading Ease (FKRE) and Flesch-Kincaid Grade Level (FKGL) scores, was measured before and after transformation. Analysis included text characteristics such as syllable count, word length, and sentence length. Statistical and machine learning methods evaluated the correlations and predictive capacity of these features for transformation success.</p><p><strong>Results: </strong>All LLMs improved FKRE and FKGL scores (p < 0.01). GPT-4 showed superior performance, transforming PEMs to a seventh-grade reading level (mean FKGL, 6.72 ± 0.99), with higher FKRE and lower FKGL than other models. GPT-3.5, Claude 2, and Llama 2 significantly shortened sentences and overall text length (p < 0.01). Importantly, correlation analysis revealed that transformation success varied substantially with the model used, depending on original text factors such as word length and sentence complexity.</p><p><strong>Conclusions: </strong>LLMs successfully simplify orthopaedic PEMs, with GPT-4 leading in readability improvement. This study highlights the importance of initial text characteristics in determining the effectiveness of LLM transformations, offering insights for optimizing orthopaedic health literacy initiatives using artificial intelligence (AI).</p><p><strong>Clinical relevance: </strong>This study provides critical insights into the ability of LLMs to simplify complex orthopaedic PEMs, enhancing their readability without compromising informational integrity. By identifying predictive factors for successful text transformation, this research supports the application of AI in improving health literacy, potentially leading to better patient comprehension and outcomes in orthopaedic care.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11703440/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142956215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Perception of Residency Program Diversity Is Associated With Vulnerability to Race and Gender Stereotype Threat Among Minority and Female Orthopaedic Trainees.","authors":"Risa T Reid, Susan M Odum, Patrick J Rosopa, Jaysson T Brooks, Brian P Scannell, Selina Poon, Tyler Williams, Joshua C Patt, Gabriella E Ode","doi":"10.2106/JBJS.OA.24.00084","DOIUrl":"10.2106/JBJS.OA.24.00084","url":null,"abstract":"<p><strong>Introduction: </strong>Stereotype threat (ST) is a psychological phenomenon in which perceived fear of confirming negative stereotypes about one's identity group leads to impaired performance. Gender and racial ST has been described in various academic settings. However, it is prevalence in orthopaedic surgery, where women and minorities are underrepresented, has not been examined. This study analyzes the prevalence of ST among orthopaedic surgery residents and fellows.</p><p><strong>Methods: </strong>US orthopaedic trainees completed a voluntary anonymous survey, which included demographics, perceived program diversity based on percentage of racial-ethnic and gender-diverse faculty and trainees, and a validated, modified version of the Stereotype Vulnerability Scale (SVS). Higher scores indicate greater ST vulnerability. ST prevalence was analyzed with descriptive statistics, and associations between program diversity, resident demographics, and ST vulnerability were compared using nonparametric tests.</p><p><strong>Results: </strong>Of 1,127 orthopaedic trainees at 40 programs, 322 responded (response rate 28.6%). Twenty-five percent identified as female, and 26% identified as an underrepresented minority in medicine (i.e., Asian, Black, or Hispanic). Asian (12 points), Black (12.5 points), and Hispanic (13.5 points) trainees had significantly higher SVS scores than White trainees (9 points) (p = 0.0003; p < 0.0001; p = 0.0028, respectively). Black trainees at perceived racially nondiverse residencies had the highest mean SVS scores (16.4 ± 1.03 points), while White trainees at perceived racially nondiverse residencies had the lowest SVS scores (9.3 ± 0.3 points), p = 0.011. Women had significantly higher gender stereotype vulnerability than men (p < 0.0001) in both gender-diverse (17.9 ± 0.2 vs. 9.0 ± 0.3 points) and gender nondiverse residencies (16.4 ± 0.4 vs. 9.6 ± 0.2 points).</p><p><strong>Conclusion: </strong>Minority and female orthopaedic trainees had higher ST vulnerability, especially in programs perceived as lacking racial or gender diversity. While perceived program diversity may offer some protection for minority and women trainees, women trainees still met the threshold for high vulnerability regardless of program gender diversity. Future strategies to mitigate ST should be explored in orthopaedic training.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11692954/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142956209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Promoting Wellness Among Orthopaedic Surgeons.","authors":"Phara P Ross, Lauren C Okafor, Mia V Rumps, Mary K Mulcahey","doi":"10.2106/JBJS.OA.24.00090","DOIUrl":"https://doi.org/10.2106/JBJS.OA.24.00090","url":null,"abstract":"<p><p>» Wellness encompasses multiple dimensions of well-being, including physical, mental, emotional, social, and spiritual health. Prioritizing physician wellness is crucial for ensuring high-quality patient care and reducing the risks of burnout, depression, and other mental health issues. Poor wellness among physicians not only affects their personal and professional lives but also has a ripple effect on patient care. It is associated with higher rates of medical errors, lower patient satisfaction, and an increased risk of mental health disorders including anxiety, depression, substance abuse, and suicide. » Burnout is a significant issue among healthcare professionals, particularly physicians. It can lead to severe consequences like increased medical errors, job dissatisfaction, and a decline in both personal and professional well-being. Addressing burnout through coping mechanisms and better work-life balance is essential. Moral injury occurs when physicians are forced to act against their moral beliefs due to systemic flaws, leading to inner conflict. Unlike burnout, which is often attributed to individual resilience, moral injury points to issues within the medical system itself. » Anxiety and depressive disorders can alter an individual's ability to participate in work and daily function. Among orthopedic surgeons, burnout has been described as an occupational hazard associated with medical errors, as well as with physical and mental exhaustion. Orthopedic surgeons face a burnout rate ranging between 40% and 60%. Tragically, they also have the highest suicide rate, comprising 28.2% of surgeon suicides from 2007 to 2013. » More flexible work hours, adequate time off, and efficient workflow are methods that can be used to improve the work environment, as well as providing easy access to mental health counseling and confidential support groups. Research has shown that residents do not utilize employee assistance programs; however, programs with directors that regularly inquire about well-being has led to increased well-being and use of assistance programs and groups.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11692953/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142956212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Anterior Knee Pain and Knee Functional Scores Following Common Approaches to Tibial Shaft Fractures: A Systematic Review.","authors":"Sarthak Parikh, Laurel Marsh, Mateao Anderson, Jeremy Scott, Amar Patel, Christopher Hendrix, Keivan Abtahi","doi":"10.2106/JBJS.OA.24.00119","DOIUrl":"https://doi.org/10.2106/JBJS.OA.24.00119","url":null,"abstract":"<p><strong>Background: </strong>Tibial shaft fractures are common, causing substantial morbidity. Intramedullary nailing offers advantages but often leads to anterior knee pain and functional issues.</p><p><strong>Methods: </strong>Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted a systematic review on outcomes for different surgical approaches-suprapatellar (SP), infrapatellar (IP), medial parapatellar (MPP), and lateral parapatellar (LPP). Searches across Ovid, Embase, and PubMed identified studies from 2000 to 2023, including retrospective and prospective studies, randomized controlled trials, and case series on anterior knee pain and functional outcomes postsurgery. Bias was assessed using Cochrane's RoB2.</p><p><strong>Results: </strong>Of 27 studies, 8 were noncomparative (3 SP, 3 IP, 1 MPP, 1 LPP), showing varied anterior knee pain and function outcomes. Comparative studies (12 SP vs. IP, 5 MPP vs. IP) indicated better patient-reported outcomes for SP over IP in anterior knee pain and knee function. Comparative data for MPP and LPP remain limited. Overall RoB was low.</p><p><strong>Conclusion: </strong>SP has better patient-reported outcomes and lower anterior knee pain than IP. MPP and LPP approaches are promising but lack robust comparative data. Further large, prospective trials are needed to clarify optimal approaches for tibial shaft fractures.</p><p><strong>Level of evidence: </strong>Level III. See Instructions for Authors for a complete description of levels of evidence.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11692956/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142956200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Assessing the Experiences of Sexual and Gender Minority Applicants to Orthopaedic Surgery Residency.","authors":"Douglas J Weaver, Tanios Dagher, Ngoc Duong, Sara Winfrey, Alexander Koo, Tessa Balach","doi":"10.2106/JBJS.OA.24.00158","DOIUrl":"https://doi.org/10.2106/JBJS.OA.24.00158","url":null,"abstract":"<p><strong>Introduction: </strong>The rate of sexual and gender minority (SGM) orthopaedic surgeons is far less than in other specialties, and the field has, in part, had significant difficulty attracting SGM applicants. To provide a more welcoming environment, identifying where applicants experience discrimination along medical training must be of paramount concern. Our objective was to understand the challenges faced by SGM medical students applying into orthopaedic surgery.</p><p><strong>Methods: </strong>An anonymous survey was sent to applicants of a single orthopaedic residency program in 2023, soliciting demographics, exposure to lesbian, gay, bisexual, transgender, and/or queer (LGBTQ) mentors, and experiences with discrimination. Data were stratified by sexual orientation, and univariate analysis was conducted using chi-squared tests. Afterward, logistic regressions adjusted for gender, age, and race were performed.</p><p><strong>Results: </strong>The overall response rate was 15.4% (n = 136/881). Fifteen percent (n = 20/135) identified as LGBTQ. Sixty-one percent of LGBTQ-identifying applicants experienced slurs and/or hurtful comments during orthopaedic rotations and research experiences, compared with 28% of their heterosexual peers (p < 0.001). In adjusted logistic regression models, LGBTQ respondents were 3.8 times more likely to report experiencing a hostile environment during training (p = 0.04) and 4.9 times more likely to have reported facing discrimination (p = 0.04) compared with heterosexual participants. Approximately 58% of respondents reported never having interacted with an LGBTQ-identifying orthopaedic attending, with only 5% reporting frequent interaction.</p><p><strong>Conclusion: </strong>LGBTQ-identifying orthopaedic surgery applicants experience barriers related to their sexual identity, including derogatory comments, hostile clinical environments, and lack of LGBTQ mentorship. These findings highlight challenges inherent to the residency application process that may disproportionately affect persons from sexual minority groups. The recognition of such challenges can help to optimize the establishment of informed policies regarding mistreatment and practices regarding diversity and inclusion.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11692958/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142956203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Current Trends and Common Themes in Publications Concerning Private Equity Investment Into Orthopaedic Surgery Practices: Key Takeaways.","authors":"Abtahi Tishad, Ryan Skelly, Griffin Stinson, MaryBeth Horodyski, Rull James Toussaint","doi":"10.2106/JBJS.OA.24.00165","DOIUrl":"10.2106/JBJS.OA.24.00165","url":null,"abstract":"<p><strong>Introduction: </strong>Private equity (PE) investment in health care has increased more than 250% between 2010 and 2020. This is mirrored by an increasing number of published materials in medical journals. The objective of our study was to identify and characterize trends and key themes seen within publications discussing the topic of PE investment into orthopaedic surgery practices and bias within those publications.</p><p><strong>Methods: </strong>The inclusion criteria for our study required an article to be published between the years 2003 and June 2024 and to contain the phrase \"orthopaedic surgery\" or \"orthopedics\" in addition to \"PE\" or \"PE investment.\" Based on these parameters, 15 articles met the criteria for inclusion. Articles were then evaluated to assess various themes related to general views expressed regarding PE firms, reasons for PE attraction to orthopaedics, and most cited positives/negatives of PE investment and potential conflicts of interest with respect to underlying relationships/associations with PE firms at the time of publication.</p><p><strong>Results: </strong>Of the 15 publications meeting the inclusion criteria, 4 (26.7%) expressed positive views on the topic of PE ownership of orthopaedic practices, while 4 (26.7%) expressed a neutral view and 7 (46.7%) expressed a negative outlook. Four (26.7%) of the articles had authors who were either employed or had ownership in a practice that was purchased by a PE firm. Of these 4 articles, none disclosed this potential conflict of interest. Three of the 4 articles had either a positive or neutral view of PE. The most cited reason for PE attraction to orthopaedics was revenue from ancillary services. The most cited upside of PE transactions was the possibility of benefiting from economies of scale, while the most cited downside was the misalignment of incentives.</p><p><strong>Conclusion: </strong>The plurality of present studies views PE transactions negatively (46.7%). Our research unveiled 4 studies with undisclosed conflicts of interest (26.7%). In addition, orthopaedic surgeons should be wary of the numerous downsides of PE transactions, such as the misaligned incentives between themselves and PE firms.</p><p><strong>Clinical relevance: </strong>Independent orthopaedic practices should be critical of the literature when evaluating the merits of potential partnerships with PE firms.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"9 4","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11661745/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142885911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Beyond Single Accreditation: Exploring Factors Influencing Selection of Osteopathic Medical Students in the Orthopaedic Surgery Residency Match.","authors":"Hayden Hartman, Shea E Randall, Julia Mansour, Wei Shao Tung, Arianna L Gianakos, Mia V Rumps, Mary K Mulcahey","doi":"10.2106/JBJS.OA.24.00159","DOIUrl":"10.2106/JBJS.OA.24.00159","url":null,"abstract":"<p><strong>Introduction: </strong>The purpose of this study was to evaluate DO orthopaedic surgery residents compared with their MD counterparts in traditionally allopathic programs, assessing research productivity, number of departmental DO faculty and alumni, and geographical ties to the residency program.</p><p><strong>Methods: </strong>The Fellowship and Residency Electronic Interactive Database was used to retrospectively identify traditionally allopathic ACGME-accredited orthopaedic surgery residency programs for the 2023 to 2024 year. Residency program websites Scopus, PubMed, and Doximity were used to collect data.</p><p><strong>Results: </strong>A total of 150 orthopedic surgery residency programs were identified, with 3,712 residents. Of these residents, 58 (1.6%) were DOs and 3,654 (98.4%) were MDs. MDs had a median H-index of 2 (interquartile range [IQR] 1-4) and median 4 publications (IQR 2-10), whereas DOs had a median H-index of 0 (IQR 0-1) and median 1 publication (IQR 1-3). Sixty-one programs (40%) had DO faculty (138), with 65% (38) matching at a program with ≥1 DO faculty member (20 programs; 13.3%).</p><p><strong>Conclusions: </strong>Despite a unified accreditation system, this study demonstrates that orthopaedic surgery continues to favor allopathic applicants, with 1.6% of traditionally allopathic program residents being DOs. The presence of DO faculty, alumni, or residents in a program does not significantly impact DO match rates, emphasizing the multifactorial nature of resident selection. Understanding these dynamics is crucial for addressing selection biases and promoting equity in orthopaedic surgery resident selection.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"9 4","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651426/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142865630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Number of Doses of Systemic Antibiotic Prophylaxis May Be Reduced in Cemented Primary Knee Arthroplasty Irrespective of Use of Antibiotic in the Cement: A Multiregistry-Based Meta-Analysis.","authors":"Tesfaye H Leta, Richard N Chang, Anne Marie Fenstad, Stein Atle Lie, Stein Håkon L Lygre, Martin Lindberg-Larsen, Alma B Pedersen, Olav Lutro, Jinny Willis, Chris Frampton, Michael Wyatt, Serban Dragosloveanu, Andreea E Vorovenci, Dan Dragomirescu, Håvard Dale, Geir Hallan, Jan-Erik Gjertsen, Heather A Prentice, Ove Furnes, Art Sedrakyan, Elizabeth W Paxton","doi":"10.2106/JBJS.OA.24.00140","DOIUrl":"10.2106/JBJS.OA.24.00140","url":null,"abstract":"<p><strong>Background: </strong>The use of systemic antibiotic prophylaxis (SAP) and antibiotic-loaded bone cement (ALBC) is the accepted practice to reduce the risk of periprosthetic joint infection (PJI) in primary total knee arthroplasty (pTKA). However, practice varies internationally. This study's primary aim was to compare the risk of PJI revision after pTKA with ALBC + SAP vs. plain bone cement (PBC) + SAP, and the secondary aim was to assess whether the risk of PJI revision varies with the number of SAP doses.</p><p><strong>Methods: </strong>Cohort of 289,926 pTKAs for osteoarthritis from arthroplasty registries in Denmark, New Zealand, Norway, Romania, and United States registered from 2010 to 2020. One-year revision for PJI following pTKA with ALBC + SAP vs. PBC + SAP, and single vs. multiple SAP doses was compared. We computed cumulative percent revision (1 minus Kaplan-Meier) using distributed analysis method and adjusted hazard rate ratios (HRRs) using Cox regression analyses within each registry. Advanced distributed meta-analysis was performed to summarize HRRs from all countries.</p><p><strong>Results: </strong>Among all pTKAs, 64.4% were performed with ALBC + SAP. Each registry reported a 1-year cumulative percent revision for PJI of <1.00% for both pTKAs with ALBC + SAP (0.34%-0.80%) and with PBC + SAP (0.54%-0.69%). The distributed meta-analysis showed HRR = 1.21; (95% confidence interval [CI], 0.79-1.87) for ALBC + SAP compared with PBC + SAP. Similar risk of PJI revision was observed between pTKAs with ALBC + single vs. multiple doses of SAP: 2 doses (0.95; 95% CI, 0.68-1.33), 3 doses (1.09; 95% CI, 0.64-1.87), and 4 doses (1.23; 95% CI, 0.69-2.21). Comparable results were found for the PBC + SAP group except for higher risk of PJI revision with 4 doses of SAP (2.74; 95% CI, 1.11-6.75).</p><p><strong>Conclusions: </strong>ALBC and PBC entailed similar risk of PJI revision when patients received SAP in pTKA, regardless of number of SAP doses. ALBC or PBC used in combination with SAP in pTKAs, with one single preoperative dose of SAP may be sufficient without compromising the patient safety.</p><p><strong>Level of evidence: </strong>Level III. See Instructions for Authors for a complete description of levels of evidence.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"9 4","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11623873/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142814465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Case Reports in Education: A Virtual Orthopaedic Surgery Summit Enhances Medical Student Confidence in Preparedness for Orthopaedic Surgery Subinternships.","authors":"Jessica Schmerler, Ryan C White, Amil R Agarwal, Andrew B Harris, Alex Gu, Sean Tabaie, Dawn M LaPorte","doi":"10.2106/JBJS.OA.24.00154","DOIUrl":"10.2106/JBJS.OA.24.00154","url":null,"abstract":"<p><strong>Introduction: </strong>Medical school curricula offer limited exposure to orthopaedic surgery, and few national initiatives aim to prepare students for orthopaedic surgery subinternships, which are critical for success in matching into orthopaedic residency. In this study, we evaluated the effectiveness of a single-day virtual \"Subinternship Summit\" for medical students in 2 key areas: 1) enhancing participants' confidence in their preparedness for orthopaedic subinternship rotations and 2) mitigating any disparities based on student characteristics, such as race/ethnicity, gender, or whether or not the student's school is affiliated with a \"home\" orthopaedic program.</p><p><strong>Methods: </strong>In March 2024, a single-day national virtual summit was held, featuring panels on topics relevant to performance during orthopaedic subinternships. The panelists included senior medical students, orthopaedic residents, and attending orthopaedic surgeons from across the United States. Surveys were administered to participants through Qualtrics before and after the summit to collect demographic data and to assess confidence in 6 domains of subinternship performance using 5-point Likert-scale items: overall preparedness, on-call responsibilities, \"soft skills,\" role in the operating room, role in the outpatient clinic, and understanding of resources. Our analysis included descriptive statistics, paired <i>t</i> tests, and multivariable linear regression. Significance was set at p < 0.05.</p><p><strong>Results: </strong>Of 787 medical students who registered for summit, 426 attended, of whom 180 (42%) completed both the presummit and postsummit surveys. Before the summit, students reported low confidence in all domains, with 5 of 6 domains averaging less than moderate (3/5 points). Multivariable analysis revealed no differences in presummit confidence across various demographic characteristics. After the summit, all 6 domains showed significant increases in confidence, with the lowest average being 4/5 (all, p < 0.001).</p><p><strong>Conclusions: </strong>This virtual summit effectively increased medical students' confidence in their preparedness and knowledge about orthopaedic surgery subinternships. Given the weight of subinternship performance in the match process, such an initiative may have the potential to increase medical students' success in residency applications.</p><p><strong>Level of evidence: </strong>Level V. See Instructions for Authors for a complete description of levels of evidence.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"9 4","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11620718/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142802550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Expanding the Pipeline: Exposure and Female Mentorship Increase Interest in Orthopaedic Surgery Among Female Premedical Undergraduate Students.","authors":"Victoria E Bergstein, Jessica Schmerler, Alexandra H Seidenstein, Dawn M LaPorte","doi":"10.2106/JBJS.OA.24.00142","DOIUrl":"10.2106/JBJS.OA.24.00142","url":null,"abstract":"<p><strong>Introduction: </strong>Orthopaedic surgery has the greatest degree of gender disparity among all medical specialties, presenting a little-explored opportunity to recruit women into orthopaedics early in the pipeline, particularly as undergraduate students. This study aimed to characterize the opinions of female premedical students regarding orthopaedic surgery as well as to assess the effectiveness of a virtual intervention in increasing interest in or improving attitudes toward the field.</p><p><strong>Methods: </strong>In this prospective study, recruitment emails were sent to premedical advisors, who then circulated a survey that solicited responses from female-identifying premedical students. The survey consisted of questions about demographics, Likert scale questions about opinions of orthopaedic surgery, and an open-response section. At the end of the survey, respondents were provided the option to register for a Zoom panel, in which 4 female physicians described their experiences as women in orthopaedic surgery. Survey responses were analyzed using unpaired <i>t</i> tests for continuous variables and analysis of variance and Tukey's <i>post hoc</i> analysis for Likert scale responses.</p><p><strong>Results: </strong>A total of 259 female premedical students completed the survey. Respondents most strongly agreed with the statements \"orthopaedics is a male-dominated field\" and \"I wish I learned more about orthopaedics in college.\" Interest in pursuing orthopaedic surgery was greater among respondents who had undergone orthopaedic surgery, personally knew an orthopaedic surgeon, personally knew a female orthopaedic surgeon, or had shadowed in orthopaedic surgery. After attending the panel, attendees' interest in orthopaedic surgery significantly increased (p < 0.001), and attendees disagreed significantly more strongly with the notion that gender would limit their opportunities in orthopaedics (p = 0.013).</p><p><strong>Conclusion: </strong>Early exposure to orthopaedic surgery was consistently associated with increased interest among respondents. In addition, exposure to female orthopaedic surgeons was associated with more positive opinions of orthopaedics, and the mentorship intervention proved effective at increasing interest in the field. These results reinforce the need for targeted, early-exposure programs to recruit premedical women into orthopaedic surgery.</p><p><strong>Level of evidence: </strong>Level IV. See Instructions for Authors for a complete description of levels of evidence.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"9 4","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11617347/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142802553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}