Engineering Innervated Musculoskeletal Tissues for Regenerative Orthopedics and Disease Modeling.

Musculoskeletal (MSK) disorders significantly burden patients and society, resulting in high healthcare costs and productivity loss. These disorders are the leading cause of physical disability, and their prevalence is expected to increase as sedentary lifestyles become common and the global population of the elderly increases. Proper innervation is critical to maintaining MSK function, and nerve damage or dysfunction underlies various MSK disorders, underscoring the potential of restoring nerve function in MSK disorder treatment. However, most MSK tissue engineering strategies have overlooked the significance of innervation. This review first expounds upon innervation in the MSK system and its importance in maintaining MSK homeostasis and functions. This will be followed by strategies for engineering MSK tissues that induce post-implantation in situ innervation or are pre-innervated. Subsequently, research progress in modeling MSK disorders using innervated MSK organoids and organs-on-chips (OoCs) is analyzed. Finally, the future development of engineering innervated MSK tissues to treat MSK disorders and recapitulate disease mechanisms is discussed. This review provides valuable insights into the underlying principles, engineering methods, and applications of innervated MSK tissues, paving the way for the development of targeted, efficacious therapies for various MSK conditions.

Collaborative model of care between orthopaedics and allied healthcare professionals (CONNACT) in knee osteoarthritis: Effectiveness-implementation hybrid randomized controlled trial of a community-based, multidisciplinary, stratified intervention.

OBJECTIVE: To compare the clinical and cost effectiveness of the Collaborative Model of Care between Orthopaedics and Allied Healthcare Professionals (CONNACT), a community-based, stratified, multidisciplinary intervention consisting of exercise, education, psychological and nutrition delivered through a chronic care model to usual hospital care in adults with knee osteoarthritis (OA). METHODS: Pragmatic, parallel-arm, single-blinded superiority RCT trial. Community-dwelling, ambulant adults with knee OA (Kellgren-Lawrence grade > 1; Knee Injury and OA Outcome Score (KOOS4) ≤75) were enrolled. Primary outcome was KOOS4 at 12-months; secondary outcomes included: quality of life, physical performance measures, symptom satisfaction, psychological outcomes, dietary habits, and global perceived effect. Intention-to-treat analysis using generalized linear model (GLM) and regression modeling were conducted. Economic evaluation through a societal approach was embedded. RESULTS: 110 participants (55 control, 55 intervention) were randomized. No between-group difference found for the primary outcome (MD [95%CI]: -1.86 [-9.11. 5.38]), although both groups demonstrated within-group improvement over 12-months. Among the secondary outcomes, the CONNACT group demonstrated superior dietary change (12 months) and physical performance measures (3 months), and global perceived effect (6 months). While there was no between-group difference in total cost, significant productivity gains (reduced indirect cost) were seen in the CONNACT group. CONCLUSION: CONNACT was not superior to usual care at 1 year. Further efforts are needed to understand the underlying contextual and implementation factors in order to further improve and refine such community-based, stratified care models moving forward. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT03809975. Registered January 18, 2019. https://clinicaltrials.gov/ct2/show/NCT03809975.

Pregnancy and infertility in orthopedics: A review of the current state.

BACKGROUND: Orthopedic surgery continues to have one of the lowest rates of female trainees among all medical specialties in the United States. Barriers to pursuing a surgical residency include the challenges of family planning and work-life balance during training. METHODS: A systematic literature search of articles published between June 2012 and December 2022 in the MEDLINE, EMBASE, and Cochrane databases was performed in January 2023 according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis). Studies were included if they evaluated pregnancy and peripartum experience and/or outcomes amongst orthopedic surgeons or trainees. RESULTS: Eighteen studies were included. Up to 67.3% of female orthopedic surgeons and trainees and 38.7% of their male counterparts delayed childbearing during residency. The most reported reasons for this delay included career choice as an orthopedic surgeon, residency training, and reputational concerns among faculty or co-residents. Infertility ranged from 17.0% to 30.4% in female orthopedic surgeons and up to 31.2% suffered obstetric complications. Assisted Reproductive Technology (ART) resulted in 12.4%-56.3% of successful pregnancies. Maternity and paternity leaves ranged from 1 to 11 weeks for trainees with more negative attitudes associated with maternal leave. CONCLUSIONS: Female orthopedic trainees and attending delay childbearing, experience higher rates of obstetric complications, and more stigma associated with pregnancy compared to their male colleagues. Program and institutional policies regarding maternity and paternity leave are variable across programs, and therefore, attention should be directed toward standardizing policies.

Extracellular vesicles: From bone development to regenerative orthopedics.

Regenerative medicine aims to promote the replacement of tissues lost to damage or disease. While positive outcomes have been observed experimentally, challenges remain in their clinical translation. This has led to growing interest in applying extracellular vesicles (EVs) to augment or even replace existing approaches. Through the engineering of culture environments or direct/indirect manipulation of EVs themselves, multiple avenues have emerged to modulate EV production, targeting, and therapeutic potency. Drives to modulate release using material systems or functionalize implants for improved osseointegration have also led to outcomes that could have real-world impact. The purpose of this review is to highlight advantages in applying EVs for the treatment of skeletal defects, outlining the current state of the art in the field and emphasizing avenues for further investigation. Notably, the review identifies inconsistencies in EV nomenclature and outstanding challenges in defining a reproducible therapeutic dose. Challenges also remain in the scalable manufacture of a therapeutically potent and pure EV product, with a need to address scalable cell sources and optimal culture environments. Addressing these issues will be critical if we are to develop regenerative EV therapies that meet the demands of regulators and can be translated from bench to bedside.

Quantitative Skeletal Imaging and Image-Based Modeling in Pediatric Orthopaedics.

PURPOSE OF REVIEW: Musculoskeletal imaging serves a critical role in clinical care and orthopaedic research. Image-based modeling is also gaining traction as a useful tool in understanding skeletal morphology and mechanics. However, there are fewer studies on advanced imaging and modeling in pediatric populations. The purpose of this review is to provide an overview of recent literature on skeletal imaging modalities and modeling techniques with a special emphasis on current and future uses in pediatric research and clinical care. RECENT FINDINGS: While many principles of imaging and 3D modeling are relevant across the lifespan, there are special considerations for pediatric musculoskeletal imaging and fewer studies of 3D skeletal modeling in pediatric populations. Improved understanding of bone morphology and growth during childhood in healthy and pathologic patients may provide new insight into the pathophysiology of pediatric-onset skeletal diseases and the biomechanics of bone development. Clinical translation of 3D modeling tools developed in orthopaedic research is limited by the requirement for manual image segmentation and the resources needed for segmentation, modeling, and analysis. This paper highlights the current and future uses of common musculoskeletal imaging modalities and 3D modeling techniques in pediatric orthopaedic clinical care and research.

The epidemiology and outcomes of acute kidney injury following orthopaedic procedures: A retrospective cohort study.

BACKGROUND: Acute kidney injury (AKI) is a serious complication following major surgery. This study examined the incidence and risk factors of AKI following orthopaedic surgeries in an Icelandic cohort, as well as the association between AKI and patient- and surgery-related factors. METHODS: This retrospective cohort study comprised all patients 18 years and older who underwent orthopaedic surgeries at Landspitali - The National University Hospital in the years 2006-2018 with available serum creatinine (SCr) measurements adjacent to the surgery to stage AKI. AKI was defined according to SCr portion of the KDIGO criteria. Logistic regression was used to identify patient- and surgical factors related to progression of AKI and Poisson-regression was used to explore changes in incidence. RESULTS: A total of 222 cases of AKI following 3208 surgeries (6.9%) were identified in the study period with a rise in the incidence by about 17% per year. Higher age (odds ratio (OR), 1.02, 95% confidence interval (CI), 1.01-1.04 per year) and underlying reduction in kidney function (OR 1.93 (1.30-2.81), 3.24 (2.08-4.96) and 4.08 (2.35-6.96) for estimated glomerular filtration rate (eGFR) of 30-59, 15-29 and <15 mL/min/1.73 m2 compared with eGFR >60 mL/min/1.73 m2 ) were associated with higher risk of AKI, but female sex was associated with decreased odds (OR = 0.73; 95% CI, 0.54-0.98). After correcting for age, sex, preoperative kidney function, emergency surgery and underlying comorbidities and frailty, there was an increased risk of long-term mortality in patients with AKI (HR 1.41, 95% CI 1.08-1.85), and patients who developed AKI also had accelerated progression of chronic kidney disease compared with patients who did not develop AKI. CONCLUSIONS: The incidence of AKI following orthopaedic surgeries is increasing and is associated with adverse outcomes. It is important that elderly individuals and patients who have reduced kidney function receive adequate monitoring and surveillance in the perioperative period.

Non invasive techniques for direct muscle quality assessment after exercise intervention in older adults: a systematic review.

BACKGROUND: The aging process induces neural and morphological changes in the human musculoskeletal system, leading to a decline in muscle mass, strength and quality. These alterations, coupled with shifts in muscle metabolism, underscore the essential role of physical exercise in maintaining and improving muscle quality in older adults. Muscle quality's morphological domain encompasses direct assessments of muscle microscopic and macroscopic aspects of muscle architecture and composition. Various tools exist to estimate muscle quality, each with specific technical requirements. However, due to the heterogeneity in both the studied population and study methodologies, there is a gap in the establishment of reference standards to determine which are the non-invasive and direct tools to assess muscle quality after exercise interventions. Therefore, the purpose of this review is to obtain an overview of the non-invasive tools used to measure muscle quality directly after exercise interventions in healthy older adults, as well as to assess the effects of exercise on muscle quality. MAIN TEXT: To address the imperative of understanding and optimizing muscle quality in aging individuals, this review provides an overview of non-invasive tools employed to measure muscle quality directly after exercise interventions in healthy older adults, along with an assessment of the effects of exercise on muscle quality. RESULTS: Thirty four studies were included. Several methods of direct muscle quality assessment were identified. Notably, 2 studies harnessed CT, 20 utilized US, 9 employed MRI, 2 opted for TMG, 2 adopted myotonometry, and 1 incorporated BIA, with several studies employing multiple tests. Exploring interventions, 26 studies focus on resistance exercise, 4 on aerobic training, and 5 on concurrent training. CONCLUSIONS: There is significant diversity in the methods of direct assessment of muscle quality, mainly using ultrasound and magnetic resonance imaging; and a consistent positive trend in exercise interventions, indicating their efficacy in improving or preserving muscle quality. However, the lack of standardized assessment criteria poses a challenge given the diversity within the studied population and variations in methodologies.. These data emphasize the need to standardize assessment criteria and underscore the potential benefits of exercise interventions aimed at optimizing muscle quality.

The correlation between altmetric score and traditional measures of article impact for studies pertaining to spine trauma.

PURPOSE: It is becoming increasingly common for researchers to share scientific literature via social media. Traditional bibliometrics have long been utilized to measure a study's academic impact, but they fail to capture the impact generated through social media sharing. Altmetric Attention Score (AAS) is a weighted count of all the online attention garnered by a study, and it is currently unclear whether a relationship with traditional bibliometrics exists. METHODS: We identified the five highest-rated spine-specific and five highest-rated general orthopedic journals by Scopus CiteScore 2020. We then identified all the spine trauma studies across a 5-year span (2016-2020) within these journals and compared AAS with traditional bibliometrics using Independent t-tests and Pearson's correlational analyses. RESULTS: No statistically significant relationships were identified between AAS and traditional bibliometrics for articles pertaining to spine trauma: Level of Evidence (R = - 0.02, p = 0.34), H-Index Primary Author (R = < - 0.01, p = 0.50), H-Index Senior Author (R = - 0.04, p = 0.24), and Number of Citations (R = 0.01, p = 0.40). The top five articles by AAS include those pertaining to motorcycle injuries (AAS = 687), orthosis in thoracolumbar fractures (AAS = 199), golfing injuries (AAS = 166), smartphone-based teleradiology (AAS = 41), and auto racing injuries (AAS = 39). CONCLUSION: The lack of overlap between these types of metrics suggests that AAS or similar alternative metrics should be used to measure an article's social impact. The social impact of an article should likewise be a factor in determining an article's overall impact along with its academic impact as measured by bibliometrics.

The burden of scoliosis: a nationwide database study on demographics, incidence, and surgical rates.

INTRODUCTION: Scoliosis is characterized as a three-dimensional deformity of the spine, affected by variety of factors, including biological, mechanical, hormonal, and genetics. METHODS: Our study's primary objective was to delineate the demographics, incidence, and prevalence of scoliosis from a nationwide perspective, analyze the surgical intervention rates, with the aim of offering more insightful guidance to orthopedic physicians. This nationwide cohort study was conducted from digital database for healthcare information management. Relevant population data, for children under 18 years old, was extracted from the official government census within the period of January 2015 to December 2022. Utilizing diagnostic code of M41 [Scoliosis] was used to define the patient pool from ICD-10. Demographic variables, type of operations (posterior only, anterior only, or combined), and complications were documented. Incidence and prevalence values were calculated using population figures and case numbers. RESULT: There were 276,521 patients with an average incidence of 129 per 100,000. Frequency of females was 1.45 times greater than that of males (p < 0.001). A total of 10,417 surgeries were performed in 10,311 patients during the inspection period (3.8% of all cases). Posterior fusion was by far the most common surgical approach (n = 10.111; 97%) followed by anterior fusion (n = 200; 1,9%). CONCLUSIONS: Our findings reveal a significant increase in the average incidence of scoliosis diagnosis, rising from 107 per 100,000 individuals in 2015 to 161 per 100,000 in 2022. Scoliosis now impacts an estimated 1.2% of children and adolescents in Turkey. The risk is 1.45 times higher in females than in males.

Comparison of the patient-derived modified Japanese Orthopaedic Association scale and the European myelopathy score.

PURPOSE: To compare the patient-derived modified Japanese Orthopaedic Association (P-mJOA) scale with the European myelopathy score (EMS) for the assessment of patients with degenerative cervical myelopathy (DCM). METHODS: In this register-based cohort study with prospectively collected data, included patients were surgically treated for DCM and had reported both P-mJOA and EMS scores at baseline, 1-year follow-up, and/or 2-year follow-up to the Swedish Spine Register. P-mJOA and EMS scores were defined as severe (P-mJOA 0-11 and EMS 5-8), moderate (P-mJOA 12-14 and EMS 9-12), or mild (P-mJOA 15-18 and EMS 13-18). P-mJOA and EMS mean scores were compared, and agreement was evaluated with Spearman's rank correlation coefficient (ρ), the intraclass correlation coefficient (ICC), and kappa (κ) statistics. RESULTS: Included patients (n = 714, mean age 63.2 years, 42.2% female) completed 937 pairs of the P-mJOA and the EMS. The mean P-mJOA and EMS scores were 13.9 ± 3.0 and 14.5 ± 2.7, respectively (mean difference -0.61 [95% CI -0.72 to -0.51; p < 0.001]). Spearman's ρ was 0.84 (p < 0.001), and intra-rater agreement measured with ICC was 0.83 (p < 0.001). Agreement of severity level measured with unweighted and weighted κ was fair (κ = 0.22 [p < 0.001]; κ = 0.34 [p < 0.001], respectively). Severity levels were significantly higher using the P-mJOA (p < 0.001). CONCLUSION: The P-mJOA and the EMS had similar mean scores, and intra-rater agreement was high, whereas severity levels only demonstrated fair agreement. The EMS has a lower sensitivity for detecting severe myelopathy but shows an increasing agreement with the P-mJOA for milder disease severity. A larger interval to define severe myelopathy with the EMS is recommended.

There Is Wide Variation in Platelet-rich Plasma Injection Pricing: A United States Nationwide Study of Top Orthopaedic Hospitals.

BACKGROUND: Demand for platelet-rich plasma (PRP) injections for osteoarthritis has dramatically increased in recent years despite conflicting evidence regarding its efficacy and highly variable pricing in the top orthopaedic centers in the United States, because PRP is typically not covered by insurance. A previous study investigating the mean price of PRP injections obtained information only from centers advertising online the availability of PRP injections. Thus, there is a need for further clarification of the overall availability and variability in cost of PRP injections in the orthopaedic community as well as an analysis of relevant regional demographic and hospital characteristics that could be associated with PRP pricing. QUESTIONS/PURPOSES: Our study purposes were to (1) report the availability and price variation of knee PRP injections at top-ranked United States orthopaedic centers, (2) characterize the availability of pricing information for a PRP injection over the telephone, (3) determine whether hospital characteristics (Orthopaedic Score [ U . S. News & World Report measure of hospital orthopaedic department performance], size, teaching status, and rural-urban status) were associated with PRP injection availability and pricing, and (4) characterize the price variation, if it exists, of PRP injections in three metropolitan areas and individual institutions. METHODS: In this prospective study, a scripted telephone call to publicly listed clinic telephone numbers was used to determine the availability and price estimate (amount to be paid by the patient) of a PRP injection for knee osteoarthritis from the top 25 hospitals from each United States Census region selected from the U.S. News & World Report ranking of best hospitals for orthopaedics. Univariable analyses examined factors associated with PRP injection availability and willingness to disclose pricing, differences across regions, and the association between hospital characteristics (Orthopaedic Score, size, teaching status, and rural-urban status) and pricing. The Orthopaedic Score is a score assigned to each hospital by U . S. News & World Report as a measure of hospital performance based partly on patient outcomes, with higher scores indicating better outcomes. RESULTS: Overall, 87% (87 of 100) of respondents stated they offered PRP injections. Pricing ranged from USD 350 to USD 2815 (median USD 800) per injection, with the highest prices in the Northeast. The largest price range was in the Midwest, where more than two-thirds of PRP injections given at hospitals that disclosed pricing cost USD 500 to USD 1000. Of the hospitals that offered PRP injections, 68% (59 of 87) were willing to disclose price information over the telephone. PRP injection pricing was inversely correlated with hospital Orthopaedic Score (-3% price change [95% CI -5% to -1%]; p = 0.01) and not associated with any of the other hospital characteristics that were studied, such as patient population median income and total hospital expenses. An intracity analysis revealed wide variations in PRP pricing in all metropolitan areas that were analyzed, ranging from a minimum of USD 300 within 10 miles of metropolitan area B to a maximum of USD 1269 within 20 miles of metropolitan area C. CONCLUSION: We found that although PRP injections are widely available, pricing continues to be a substantial financial burden on patients, with large price variability among institutions. We also found that if patients are willing to shop around in a metropolitan area, there is potential to save a meaningful amount of money. CLINICAL RELEVANCE: As public interest in biologics in orthopaedic surgery increases, knowledge of its pricing should be clarified to consumers. The debated efficacy of PRP injections, combined with our findings that it is an expensive out-of-pocket procedure, suggests that PRP has limited cost-effectiveness, with variable, discrete pricing. As such, the price of PRP injections should be clearly disclosed to patients so they can make informed healthcare decisions.

How Prominent Are Gender Bias, Racial Bias, and Score Inflation in Orthopaedic Surgery Residency Recommendation Letters? A Systematic Review.

INTRODUCTION: Letters of recommendation are considered an important factor in the holistic ranking of orthopaedic residency applications. The standardized letter of recommendation (SLOR) was introduced in 2017 in response to the inherent bias and limited comparative value of traditional LORs. It includes standardized questions about an applicant's orthopaedic qualifications, designed to enable fair comparisons among candidates. However, disparate and inconsistent findings have made it difficult to draw meaningful conclusions from individual studies on the SLOR and narrative letter of recommendation. QUESTION/PURPOSES: In this systematic review we asked: (1) What is the distribution of applicant SLOR rating among nine domains and summative scores? (2) Are there applicant characteristics associated with SLOR ratings? (3) Is there gender and racial bias in the SLOR and narrative letter of recommendation? METHODS: PubMed, EBSCO, and Google Scholar electronic databases were queried on March 20, 2023, to identify all studies evaluating SLOR and narrative letter of recommendations between January 1, 2017, and March 20, 2023. Articles that evaluated orthopaedic SLOR or narrative LORs were included. Systematic reviews, case reports, duplicate studies between databases, and grey literature such as abstracts and articles on preprint servers were excluded. Eight studies including 6179 applicants and 18,987 letters of recommendation were included in the final analysis. The applicant classes ranged from years 2014 to 2020. Two reviewers independently evaluated the quality of the included studies using the Joanna Briggs Institute (JBI) tool for cross-sectional studies. The mean JBI score of included studies was 7.4 out of a maximum of 8, with higher scores indicating better quality. The primary outcome was to determine the distribution of applicant SLOR rankings in their summative score. Summative scores were separated into ranked to match, top one-third, middle one-third, lower one-third, and not a fit. Four studies reported the summative SLOR scores of applicants. Our secondary study goal was to assess applicant characteristics associated with SLOR summative scores and assess any bias present in the SLOR or narrative recommendation. Five studies compared SLOR ratings across applicant characteristics including gender, race, USMLE Step 1 score, USMLE Step 2 score, Alpha Omega Alpha (AΩA) membership, clerkship grades, and publications. Gender and racial bias were also assessed across five studies. Four studies utilized a linguistic analysis software to search letters of recommendation for differences in word category use by gender and race. RESULTS: Studies consistently found that a higher percentage of candidates were identified in the top percentile blocks than is mathematically possible. For example, the two studies that tallied the proportion of candidates ranking in the top 10% of applicants found that 36% and 42% were rated as being in the top 10%. Similarly, articles found more than 87% of applicants scored in the top one-third. Studies had mixed results, but in general, they suggested that AΩA status, higher Step 1 scores, and more research publications have a slightly positive association with increased SLOR scores. We found no evidence of gender bias against women, and in fact, most studies evaluating word choices found word choices for women candidates generally were stronger. Similarly, no consistent disparities were identified in word categories utilized in SLORs based on applicant race. CONCLUSION: Most notably, a mathematically impossible proportion of applicants were counted in the top percentiles in letters of recommendation. This compromises readers' abilities to differentiate candidates. Factors like AOA status and research publications displayed a modest positive correlation with SLOR scores. Gender bias against women or candidates from racial minority groups was not evident. CLINICAL RELEVANCE: We suggest that group SLOR authorship, with a consensus assessment by clerkship or residency directors, should be considered. We also recommend the incorporation of mean and SD scores for each letter writer (or group) alongside their letters. Furthermore, studies indicate that submitting all four SLOR letters can substantially improve an applicant's chances of success. We advise students to choose strategically and submit the maximum allowable number of SLORs.

Are Social Deprivation and Low Traditional Health Literacy Associated With Higher PROMIS CAT Completion in Orthopaedic Surgery?

BACKGROUND: The Patient-Reported Outcomes Measurement Information System® (PROMIS®) may be used to assess an individual patient's perspective of their physical, mental, and social health through either standard or computer adaptive testing (CAT) patient questionnaires. These questionnaires are used across disciplines; however, they have seen considerable application in orthopaedic surgery. Patient characteristics associated with PROMIS CAT completion have not been examined within the context of social determinants of health, such as social deprivation or health literacy, nor has patient understanding of the content of PROMIS CAT been assessed. QUESTIONS/PURPOSES: (1) What patient demographics, including social deprivation, are associated with completion of PROMIS CAT questionnaires? (2) Is health literacy level associated with completion of PROMIS CAT questionnaires? (3) Do patients with lower health literacy have a higher odds of completing PROMIS CAT without fully understanding the content? METHODS: Between June 2022 and August 2022, a cross-sectional study was performed via a paper survey administered to patients at a single, urban, quaternary academic medical center in orthopaedic subspecialty clinics of foot and ankle, trauma, and hand/upper extremity surgeons. We considered all English-speaking patients aged 18 or older, including those with limited reading and/or writing abilities, as eligible provided they received an iPad in clinic to complete the PROMIS CAT questionnaire as part of their routine standard clinical care or they completed the questionnaire via a patient portal before the visit. In all, 946 patients were considered eligible during the study period and a convenience sample of 36% (339 of 946) of patients was approached for inclusion due to clinic time constraints. Fifteen percent (52 of 339) declined to participate, leaving 85% (287 of 339) of patients for analysis here. Median (range) age of study participants was 49 years (35 to 64). Fifty-eight percent (167 of 287) of study participants self-identified as non-Hispanic Black or African American and 26% (75 of 287) as non-Hispanic White. Even proportions were observed across education levels (high school graduate or less, 29% [82 of 287]; some college, 25% [73 of 287]; college graduate, 25% [71 of 287]; advanced degree, 20% [58 of 287]). Eighteen percent (52 of 287) of patients reported an annual income bracket of USD 0 to 13,000, and 17% (48 of 287) reported more than USD 120,000. Forty-six percent (132 of 287) of patients worked full-time, 21% (59 of 287) were retired, and 23% (66 of 287) were unemployed or on disability. The primary outcome of interest was self-reported PROMIS CAT questionnaire completion grouped as: fully completed, partially completed, or no part completed. Overall, self-reported PROMIS CAT questionnaire completion proportions were: 80% (229 of 287) full completion, 13% (37 of 287) partial completion, and 7% (21 of 287) no part completed. We collected the National Area Deprivation Index (ADI) score and the Brief Health Literacy Screening Tool (BRIEF) as part of the study survey to associate with level of completion. Additionally, patient understanding of PROMIS CAT was assessed through Likert-scaled responses to a study survey question that directly asked whether the patient understood all of the questions on the PROMIS CAT questionnaire. Responses to this question may have been limited by social desirability bias, and hence may overestimate how many individuals genuinely understood the questionnaire content. However, the benefit of this approach was it efficiently allowed us to estimate the ceiling effect of patient comprehension of PROMIS CAT and likely had a high degree of specificity for detecting lack of comprehension. RESULTS: ADI score adjusted for age was not associated with PROMIS CAT completion (partial completion OR 1.00 [95% CI 0.98 to 1.01]; p = 0.72, no part completed OR 1.01 [95% CI 0.99 to 1.03]; p = 0.45). Patients with lower health literacy scores, however, were more likely to not complete any part of their assigned questionnaires than patients with higher scores (no part completed OR 0.85 [95% CI 0.75 to 0.97]; p = 0.02). Additionally, 74% (26 of 35) of patients who did not fully understand all of the PROMIS CAT questionnaire questions still fully completed them-hence, 11% (26 of 229) of all patients who fully completed PROMIS CAT did not fully understand the content. Among patients self-reporting full completion of PROMIS CAT with health literacy data (99% [227 of 229]), patients with inadequate/marginal health literacy were more likely than patients with adequate health literacy to not fully understand all of the questions (21% [14 of 67] versus 8% [12 of 160], OR 3.26 [95% CI 1.42 to 7.49]; p = 0.005). CONCLUSION: Within an urban, socioeconomically diverse, orthopaedic patient population, health literacy was associated with PROMIS CAT questionnaire completion. Lower health literacy levels increased the likelihood of not completing any part of the assigned PROMIS CAT questionnaires. Additionally, patients completed PROMIS CAT without fully understanding the questions. This indicates that patient completion does not guarantee comprehension of the questions nor validity of their scores, even more so among patients with low health literacy. This is a substantive concern for fidelity of data gathered from PROMIS CAT. CLINICAL RELEVANCE: Clinical implementation of the PROMIS CAT in orthopaedic populations will benefit from further research into health literacy to increase questionnaire completion and to ensure that patients understand the content of the questions they are answering, which will increase the internal validity of the outcome measure.

Are Commonly Used Geographically Based Social Determinant of Health Indices in Orthopaedic Surgery Research Correlated With Each Other and With PROMIS Global-10 Physical and Mental Health Scores?

BACKGROUND: Geographically based social determinants of health (SDoH) measures are useful in research and policy aimed at addressing health disparities. In the United States, the Area Deprivation Index (ADI), Neighborhood Stress Score (NSS), and Social Vulnerability Index (SVI) are frequently used, but often without a clear reason as to why one is chosen over another. There is limited evidence about how strongly correlated these geographically based SDoH measures are with one another. Further, there is a paucity of research examining their relationship with patient-reported outcome measures (PROMs) in orthopaedic patients. Such insights are important in order to determine whether comparisons of policies and care programs using different geographically based SDoH indices to address health disparities in orthopaedic surgery are appropriate. QUESTIONS/PURPOSES: Among new patients seeking care at an orthopaedic surgery clinic, (1) what is the correlation of the NSS, ADI, and SVI with one another? (2) What is the correlation of Patient-Reported Outcomes Measurement Information System (PROMIS) Global-10 physical and mental health scores and the NSS, ADI, and SVI? (3) Which geographically based SDoH index or indices are associated with presenting PROMIS Global-10 physical and mental health scores when accounting for common patient-level sociodemographic factors? METHODS: New adult orthopaedic patient encounters at clinic sites affiliated with a tertiary referral academic medical center between 2016 and 2021 were identified, and the ADI, NSS, and SVI were determined. Patients also completed the PROMIS Global-10 questionnaire as part of routine care. Overall, a total of 75,335 new patient visits were noted. Of these, 62% (46,966 of 75,335) of new patient visits were excluded because of missing PROMIS Global-10 physical and mental health scores. An additional 2.2% of patients (1685 of 75,335) were excluded because they were missing at least one SDoH index at the time of their visit (for example, if a patient only had a Post Office box listed, the SDoH index could not be determined). This left 35% of the eligible new patient visits (26,684 of 75,335) in our final sample. Though only 35% of possible new patient visits were included, the diversity of these individuals across numerous characteristics and the wide range of sociodemographic status-as measured by the SDoH indices-among included patients supports the generalizability of our sample. The mean age of patients in our sample was 55 ± 18 years and a slight majority were women (54% [14,366 of 26,684]). Among the sample, 16% (4381of 26,684) of patients were of non-White race. The mean PROMIS Global-10 physical and mental health scores were 43.4 ± 9.4 and 49.7 ± 10.1, respectively. Spearman correlation coefficients were calculated among the three SDoH indices and between each SDoH index and PROMIS Global-10 physical and mental health scores. In addition, regression analysis was used to assess the association of each SDoH index with presenting functional and mental health, accounting for key patient characteristics. The strength of the association between each SDoH index and PROMIS Global-10 physical and mental health scores was determined using partial r-squared values. Significance was set at p < 0.05. RESULTS: There was a poor correlation between the ADI and the NSS (ρ = 0.34; p < 0.001). There were good correlations between the ADI and SVI (ρ = 0.43; p < 0.001) and between the NSS and SVI (ρ = 0.59; p < 0.001). There was a poor correlation between the PROMIS Global-10 physical health and NSS (ρ = -0.14; p < 0.001), ADI (ρ = -0.24; p < 0.001), and SVI (ρ = -0.17; p < 0.001). There was a poor correlation between PROMIS Global-10 mental health and NSS (ρ = -0.13; p < 0.001), ADI (ρ = -0.22; p < 0.001), and SVI (ρ = -0.17; p < 0.001). When accounting for key sociodemographic factors, the ADI demonstrated the largest association with presenting physical health (regression coefficient: -0.13 [95% CI -0.14 to -0.12]; p < 0.001) and mental health (regression coefficient: -0.13 [95% CI -0.14 to -0.12]; p < 0.001), as confirmed by the partial r-squared values for each SDoH index (physical health: ADI 0.04 versus SVI 0.02 versus NSS 0.01; mental health: ADI 0.04 versus SVI 0.02 versus NSS 0.01). This finding means that as social deprivation increases, physical and mental health scores decrease, representing poorer health. For further context, an increase in ADI score by approximately 36 and 39 suggests a clinically meaningful (determined using distribution-based minimum clinically important difference estimates of one-half SD of each PROMIS score) worsening of physical and mental health, respectively. CONCLUSION: Orthopaedic surgeons, policy makers, and other stakeholders looking to address SDoH factors to help alleviate disparities in musculoskeletal care should try to avoid interchanging the ADI, SVI, and NSS. Because the ADI has the largest association between any of the geographically based SDoH indices and presenting physical and mental health, it may allow for easier clinical and policy application. CLINICAL RELEVANCE: We suggest using the ADI as the geographically based SDoH index in orthopaedic surgery in the United States. Further, we caution against comparing findings in one study that use one geographically based SDoH index to another study's findings that incorporates another geographically based SDoH index. Although the general findings may be the same, the strength of association and clinical relevance could differ and have policy ramifications that are not otherwise appreciated; however, the degree to which this may be true is an area for future inquiry.

How Have Patient Out-of-pocket Costs for Common Outpatient Orthopaedic Foot and Ankle Surgical Procedures Changed Over Time? A Retrospective Study From 2010 to 2020.

BACKGROUND: Out-of-pocket (OOP) costs can be substantial financial burdens for patients and may even cause patients to delay or forgo necessary medical procedures. Although overall healthcare costs are rising in the United States, recent trends in patient OOP costs for foot and ankle orthopaedic surgical procedures have not been reported. Fully understanding patient OOP costs for common orthopaedic surgical procedures, such as those performed on the foot and ankle, might help patients and professionals make informed decisions regarding treatment options and demonstrate to policymakers the growing unaffordability of these procedures. QUESTIONS/PURPOSES: (1) How do OOP costs for common outpatient foot and ankle surgical procedures for commercially insured patients compare between elective and trauma surgical procedures? (2) How do these OOP costs compare between patients enrolled in various insurance plan types? (3) How do these OOP costs compare between surgical procedures performed in hospital-based outpatient departments and ambulatory surgical centers (ASCs)? (4) How have these OOP costs changed over time? METHODS: This was a retrospective, comparative study drawn from a large, longitudinally maintained database. Data on adult patients who underwent elective or trauma outpatient foot or ankle surgical procedures between 2010 and 2020 were extracted using the MarketScan Database, which contains well-delineated cost variables for all patient claims, which are particularly advantageous for assessing OOP costs. Of the 1,031,279 patient encounters initially identified, 41% (427,879) met the inclusion criteria. Demographic, procedural, and financial data were recorded. The median patient age was 50 years (IQR 39 to 57); 65% were women, and more than half of patients were enrolled in preferred provider organization insurance plans. Approximately 75% of surgical procedures were classified as elective (rather than trauma), and 69% of procedures were performed in hospital-based outpatient departments (rather than ASCs). The primary outcome was OOP costs incurred by the patient, which were defined as the sum of the deductible, coinsurance, and copayment paid for each episode of care. Monetary data were adjusted to 2020 USD. A general linear regression, the Kruskal-Wallis test, and the Wilcoxon-Mann-Whitney test were used for analysis, as appropriate. Alpha was set at 0.05. RESULTS: For foot and ankle indications, trauma surgical procedures generated higher median OOP costs than elective procedures (USD 942 [IQR USD 150 to 2052] versus USD 568 [IQR USD 51 to 1426], difference of medians USD 374; p < 0.001). Of the insurance plans studied, high-deductible health plans had the highest median OOP costs. OOP costs were lower for procedures performed in ASCs than in hospital-based outpatient departments (USD 645 [IQR USD 114 to 1447] versus USD 681 [IQR USD 64 to 1683], difference of medians USD 36; p < 0.001). This trend was driven by higher coinsurance for hospital-based outpatient departments than for ASCs (USD 391 [IQR USD 0 to 1136] versus USD 337 [IQR USD 0 to 797], difference of medians USD 54; p < 0.001). The median OOP costs for common outpatient foot and ankle surgical procedures increased by 102%, from USD 450 in 2010 to USD 907 in 2020. CONCLUSION: Rapidly increasing OOP costs of common foot and ankle orthopaedic surgical procedures warrant a thorough investigation of potential cost-saving strategies and initiatives to enhance healthcare affordability for patients. In particular, measures should be taken to reduce underuse of necessary care for patients enrolled in high-deductible health plans, such as shorter-term deductible timespans and placing additional regulations on the implementation of these plans. Moreover, policymakers and physicians could consider finding ways to increase the proportion of procedures performed at ASCs for procedure types that have been shown to be equally safe and effective as in hospital-based outpatient departments. Future studies should extend this analysis to publicly insured patients and further investigate the health and financial effects of high-deductible health plans and ASCs, respectively. LEVEL OF EVIDENCE: Level III, economic and decision analysis.

Is Program Director Gender Associated With Gender Diversity Among Orthopaedic Surgery Residency Programs?

BACKGROUND: Women remain underrepresented in leadership roles, faculty roles, and among residents in orthopaedic surgery. It has been suggested that having women in leadership positions in orthopaedic surgery may help to increase the gender diversity of residency programs. However, to our knowledge, no study has explored the relationship, if any, between the gender of the residency program director and the percentage of women in the residency program. QUESTIONS/PURPOSES: (1) Is the program director's gender associated with differences in the percentage of women orthopaedic surgery residents? (2) Do women and men differ in the time to appointment of program director? METHODS: A list of 207 orthopaedic surgery residencies was obtained from the Accreditation Council for Graduate Medical Education (ACGME) website for the academic year 2021 to 2022. The study excluded 6% (13) of programs; 4% (8) were those without ACGME accreditation and those with initial accreditation, and 2% (5) did not have updated 2021 to 2022 resident lists. Descriptive information on 194 programs was obtained from publicly accessible resources from July 2021 through July 2022. The institution's website and the American Medical Association's (AMA) Fellowship and Residency Electronic Interactive Database (FREIDA) was used to collect residency program characteristics and resident demographics [ 2 ]. Doximity, Healthgrades, and LinkedIn were used to further collect current orthopaedic surgery residency program director demographics, including gender, age, and education/training history. To determine gender, photographs and pronouns (she/her/hers or he/him/hers) used in their biographies were used first. To confirm this, secondary sources were used including their NPI profile, which lists gender; Doximity; and their LinkedIn profile. Scopus was used to analyze research output by the program directors-using the Hirsch index (h-index) as the primary bibliometric metric. A total of 194 program directors were identified, of whom of 12% (23) were women and 88% (171) were men. Of the 4421 total residents among these programs, 20% (887) were women and 80% (3534) were men. A univariate analysis comparing program directors was conducted, with continuous variables analyzed using an independent-sample t-test and categorical variables analyzed using a Pearson chi-square test. With the numbers available, a post hoc statistical power calculation indicated that we could detect an 32% difference in the percentage of women in a program as significant with 80% power at the p < 0.05 level, whereas we might have been underpowered to discern smaller differences than that. RESULTS: With the numbers available, we found no difference in the percentage of women in residency programs run by women program directors than in programs in which the program director was a man (22% [125 of 558] versus 20% [762 of 3863], mean difference 2% [95% CI -1.24% to 7.58%]; p = 0.08). Comparing women to men program directors, women had fewer years between residency completion and appointment to the position of program director (8 ± 2 years versus 12 ± 7 years, mean difference 4 years [95% CI 2.01 to 7.93 years]; p = 0.02) and had a lower mean h-index (7 ± 4 versus 11 ± 11, mean difference 4 [95% CI 1.70 to 6.56]; p = 0.03) and number of publications (24 ± 23 versus 41 ± 62, mean difference 17 [95% CI 3.98 to 31.05]; p = 0.01), although they did not differ in terms of their advanced degrees, duration of training, or likelihood of having taken a fellowship. CONCLUSION: Orthopaedic residency programs that were run by women did not contain a higher percentage of women residents, suggesting that the gender of the individual in that role may not be as important as has been speculated by others. Future studies should investigate the intersectionality of gender, race, and ethnicity of residents, program directors, and current faculty. CLINICAL RELEVANCE: The fact that women were placed in program director roles earlier in career may also carry special jeopardy for them. Those roles are difficult and can impair a faculty member's ability to conduct individual research, which often is key to further academic promotions. Given that and the fact that the gender of the program director was not associated with differences in gender composition of residency programs, we believe that increasing mentorship and access to pipeline programs will help promote diversity in residency programs.

Who Bears the Burden? Understanding the Socioeconomic Patterns of Educational Debt in Orthopaedic Surgery Residency Candidates.

BACKGROUND: Educational debt is commonly observed among applicants to orthopaedic surgery residency programs; however, an understanding of the debt burden among minority and nonminority applicants is not well established. Thus, this study aimed to fill these knowledge gaps by examining the extent of and factors shaping educational debt among orthopaedic surgery applicants. QUESTIONS/PURPOSES: (1) What is the educational debt burden among orthopaedic surgery residency applicants? (2) After controlling for relevant confounding variables, what factors are independently associated with increasing levels of educational debt? (3) After controlling for relevant confounding variables, are individuals classified as an underrepresented minority or those with educational debt and socioeconomic disadvantage less likely to match in orthopaedic surgery? METHODS: A retrospective evaluation of orthopaedic surgery residency application data from the American Association of Medical Colleges was analyzed from 2011 to 2021. The American Association of Medical Colleges database was selected because every residency applicant must register and apply through the American Association of Medical Colleges. Therefore, these data exist for every residency applicant, and the sample was comprehensive. Self-reported data including premedical, medical, and total educational debt burden as well as classification as socioeconomically disadvantaged and application fee waiver use were collected. Applicants were dichotomously categorized as an underrepresented minority or a not underrepresented minority based upon self-identified race and ethnicity. Monetary values were reported in USD and inflation-adjusted to 2021 using the Consumer Price Index. We performed t-tests and chi-square tests for continuous and categorical variables, respectively. Significance was considered at p < 0.05. In all, 12,112 applicants were available in the initial cohort, and 67% (8170 of 12,112) of applicants with complete data were included from 2011 to 2021 in the final study cohort. Of these, 18% (1510 of 8170) were women, 14% (1114 of 8170) were classified as underrepresented minorities, and 8% (643 of 8170) were classified as socioeconomically disadvantaged. Sixty-one percent (4969 of 8170) of applicants reported receiving at least one scholarship, 34% (2746 of 8170) had premedical school debt, and 72% (5909 of 8170) had any educational debt including medical school. Among all applicants, the median (IQR) educational debt was USD 197,000 (25,000 to 288,000). Among those with scholarships, the median amount was USD 25,000 (9000 to 86,000). RESULTS: After controlling for the potentially confounding variables of gender and socioeconomic disadvantage, classification as an underrepresented minority applicant was independently associated with higher scholarship amounts than applicants characterized as not underrepresented minorities (ß = USD 20,908 [95% confidence interval (CI) 15,395 to 26,422]; p < 0.001), whereas underrepresented minority classification was not independently associated with a difference in total educational debt (ß = USD 3719 [95% CI -6458 to 13,895]; p = 0.47). After controlling for the potentially confounding variables of gender and classification as an underrepresented minority, socioeconomic disadvantage was independently associated with higher scholarship amounts (ß = USD 20,341 [95% CI 13,300 to 27,382]; p < 0.001) and higher total educational debt (ß = USD 66,162 [95% CI 53,318 to 79,006]; p < 0.001) than applicants not classified as socioeconomically disadvantaged. After controlling for the potentially confounding variables of gender and classification as an underrepresented minority, socioeconomic disadvantage was independently associated with decreased match rates (OR 0.62 [95% CI 0.52 to 0.74]; p < 0.001). CONCLUSION: These findings underscore the need for comprehensive scholarship initiatives to ensure equitable financial accessibility for applicants from all backgrounds. CLINICAL RELEVANCE: In the future, orthopaedic surgery may benefit from research comparing the effectiveness of various initiatives aiming to improve fairness in the burden of debt among applicants to orthopaedic surgery residency programs.

Do Women and Minority Orthopaedic Residents Report Experiencing Worse Well-being and More Mistreatment Than Their Peers?

BACKGROUND: Despite the increased risk of attrition for women and minority residents during orthopaedic residency, there is currently a paucity of research examining the training environment of these residents. To address this, we examined how well-being constructs may differ for women or minority residents compared with their peers, and whether these residents report experiencing more mistreatment during residency. QUESTIONS/PURPOSES: (1) How does the psychologic wellbeing of women and minority residents compare with that of their peers regarding the constructs of burnout, lifestyle satisfaction, social belonging, and stereotype threat? (2) Do reported mistreatment experiences during residency differ among women and minority residents compared with their peers? (3) Is there a difference in the proportion of women and minority orthopaedic residents with thoughts of leaving residency compared with their peers? METHODS: Seventeen orthopaedic residency programs in the 91 programs comprising the Collaborative Orthopaedic Educational Research Group agreed to participate in the study. Program directors sent an anonymous one-time survey with two reminders to all orthopaedic residents at their respective institutions. The survey instrument comprised validated and previously used instruments with face validity designed to measure burnout, satisfaction, duty-hour violations, belonging, stereotype threat, mistreatment, and thoughts of leaving residency, in addition to demographic information. Forty-three percent (211 of 491) of residents responded to the survey. Race or ethnicity data were combined into "White" and "underrepresented in orthopaedics" (URiO), which included residents who self-identified as Asian, African American, Hispanic or Latino, Native American, or other, given that these groups are all underrepresented racial and ethnic groups in orthopaedics. The demographic makeup of our study, 81% men and 75% White, is roughly comparable to the current demographic makeup of orthopaedic residency programs, which is 82% men and 74% White. Data were analyzed using chi-square tests, Fisher exact tests, and t-tests as appropriate. For comparisons of Likert scale measures, we used an anchor-based approach to determining the minimum detectable change (MDC) and set the MDC as a 1-point difference on a 5-point scale and a 1.5-point difference on a 7-point scale. Stereotype threat is reported as the mean ▵ from the neutral response, and ▵ of 1.5 or greater was considered significant. RESULTS: Women residents were more likely than men to report experiencing emotional exhaustion (odds ratio 2.18 [95% confidence interval 1.1 to 4.5]; p = 0.03). Women reported experiencing stereotype threat regarding their identity as women surgeons (mean ▵ 1.5 ± 1.0). We did not identify a difference in men's and women's overall burnout (OR 1.4 [95% CI 0.7 to 3.0]; p = 0.3), lifestyle satisfaction across multiple domains, or sense of social belonging (men: 4.3, women 3.6; mean difference 0.7 [95% CI 0.4 to 0.9]; p < 0.001). We did not identify differences in overall burnout (OR 1.5 [95% CI 0.8 to 3.0]; p = 0.2), lifestyle satisfaction across multiple domains, sense of social belonging (White: 4.2, URiO: 3.9; mean difference 0.3 [95% CI 0.17 to 0.61]; p < 0.001), or stereotype threat (mean ▵ 0.8 ± 0.9) between White and URiO surgeons. Women were more likely than men to report experiencing mistreatment, with 84% (32 of 38) of women and 43% (70 of 164) of men reporting mistreatment at least a few times per year (OR 7.2 [95% CI 2.8 to 18.1]; p < 0.001). URiO residents were more likely than White residents to report experiencing mistreatment overall, with 65% (32 of 49) of URiO residents and 45% (66 of 148) of White residents reporting occurrences at least a few times per year (OR 2.3 [95% CI 1.2 to 4.6]; p = 0.01). Women were more likely than men to report experiencing gender discrimination (OR 52.6 [95% CI 18.9 to 146.1]; p < 0.001), discrimination based on pregnancy or childcare status (OR 4.3 [95% CI 1.4 to 12.8]; p = 0.005), and sexual harassment (OR 11.8 [95% CI 4.1 to 34.3]; p < 0.001). URiO residents were more likely than White residents to report experiencing racial discrimination (OR 7.8 [95% CI 3.4 to 18.2]; p < 0.001). More women than men had thoughts of leaving residency (OR 4.5 [95% CI 1.5 to 13.5]; p = 0.003), whereas URiO residents were not more likely to have thoughts of leaving than White residents (OR 2.2 [95% CI 0.7 to 6.6]; p = 0.1). CONCLUSION: Although we did not detect meaningful differences in some measures of well-being, we identified that women report experiencing more emotional exhaustion and report stereotype threat regarding their identity as women surgeons. Women and URiO residents report more mistreatment than their peers, and women have more thoughts of leaving residency than men. These findings raise concern about some aspects of the training environment for women and URiO residents that could contribute to attrition during training. CLINICAL RELEVANCE: Understanding how well-being and mistreatment affect underrepresented residents helps in developing strategies to better support women and URiO residents during training. We recommend that orthopaedic governing bodies consider gathering national data on resident well-being and mistreatment to identify specific issues and track data over time. Additionally, departments should examine their internal practices and organizational culture to address specific gaps in inclusivity, well-being, and mechanisms for resident support.