Assessing the Key Predictors of an Academic Career after Craniofacial Surgery Fellowship

Factors Influencing Graduates of American Academy of Facial Plastic and Reconstructive Surgery Fellowships Career Choice of Academic or Private Practice: A 20-Year Review

Background: Absence of published literature on facial plastic and reconstructive surgery (FPRS) fellows' pursuit of academic careers hampers informed decision making for those interested in the specialty, fellowship program directors, and leaders in the American Academy of Facial Plastic and Reconstructive Surgery. Objective: To examine career choices among FPRS fellows from 2000 to 2019 and identify factors linked to academic or private practice employment after fellowship. Methods: Data from 796 fellows were analyzed, including gender, medical school, residency program, fellowship program, fellowship year, and degrees, to categorize them based on academic or nonacademic career placement. Logistic regression analyses were conducted to explore the association between demographic factors and academic career placement. Results: Forty-three percent (n = 345) obtained academic positions, with significant associations found between academic placement and additional advanced degrees, completion of fellowship training in the northeast, and residency training at an institution offering FPRS fellowship. Conclusion: Although fellows in FPRS predominantly pursue private practice, the decision to pursue academia is influenced by complex and multifactorial factors among graduates in the field.

Individual and Program-Related Predictors of Academic Vascular Surgery Practice

BACKGROUND

Several studies have explored factors affecting academic employment in surgical subspecialties; however, vascular surgery has not yet been investigated. We examined which elements of surgical training predict future academic productivity and studied characteristics of NIH-funded vascular surgery attendings.

METHODS

With approval from the Association of Program Directors in Vascular Surgery (APDVS), the database of recent vascular surgery fellowship (VSF) and integrated vascular surgery residency (IVSR) graduates was obtained, and public resources (Doximity, Scopus, PubMed, NIH, etc.) were queried for research output during and after training, completion of dedicated research years, individual and program NIH funding, current practice setting, and academic rank. Adjusted multivariate regression analyses were conducted for postgraduate academic productivity.

RESULTS

From 2013 to 2017, there were 734 graduates. Six hundred three completed VSF and 131 IVSR; 220 (29%) were female. Academic employment was predicted by MD degree, advanced degree, training at a top NIH-funded program, number publications by end of training, and H-index. Dedicated research time before or during vascular training, advanced degree, or graduating from a top NIH-funded program were predictors of publishing >1 paper/year. Number of publications by end of training and years in practice were predictive of H-index ≥5. VSF versus IVSR pathway did not have an impact on future academic employment, annual publication rate as an attending, or H-index. Characterization of NIH-funded attendings showed that they often completed dedicated research time (72%) and trained at a top NIH-funded program (79%). Mean publications by graduation among this group was 15.82 ± 11.3, and they averaged 4.31 ± 4.2 publications/year as attendings.

CONCLUSIONS

Research output during training, advanced degrees, and training at a top NIH-funded program predict an academic vascular surgery career. VSF and IVSR constitute equally valid paths to productive academic careers.

The Reality of Commercial Payer-Negotiated Rates in Cleft Lip and Palate Repair

BACKGROUND

Commercial payer-negotiated rates for cleft lip and palate surgery have not been evaluated on a national scale. The aim of this study was to characterize commercial rates for cleft care, both in terms of nationwide variation and in relation to Medicaid rates.

METHODS

A cross-sectional analysis was performed of 2021 hospital pricing data from Turquoise Health, a data service platform that aggregates hospital price disclosures. The data were queried by CPT code to identify 20 cleft surgical services. Within- and across-hospital ratios were calculated per CPT code to quantify commercial rate variation. Generalized linear models were used to assess the relationship between median commercial rate and facility-level variables and between commercial and Medicaid rates.

RESULTS

There were 80,710 unique commercial rates from 792 hospitals. Within-hospital ratios for commercial rates ranged from 2.0 to 2.9 and across-hospital ratios ranged from 5.4 to 13.7. Median commercial rates per facility were higher than Medicaid rates for primary cleft lip and palate repair ($5492.20 versus $1739.00), secondary cleft lip and palate repair ($5429.10 versus $1917.00), and cleft rhinoplasty ($6001.00 versus $1917.00; P < 0.001). Lower commercial rates were associated with hospitals that were smaller ( P < 0.001), safety-net ( P < 0.001), and nonprofit ( P < 0.001). Medicaid rate was positively associated with commercial rate ( P < 0.001).

CONCLUSIONS

Commercial rates for cleft surgical care demonstrated marked variation within and across hospitals, and were lower for small, safety-net, or nonprofit hospitals. Lower Medicaid rates were not associated with higher commercial rates, suggesting that hospitals did not use cost-shifting to compensate for budget shortfalls resulting from poor Medicaid reimbursement.

Predictors of Career Placement Among American Neurotology Society Fellowship Graduates

ABSTRACT AND OBJECTIVE

To identify predictors of practice type and location after neurotology fellowship based on demographics and educational history.

STUDY DESIGN

Cross-sectional analysis.

SETTING

Conference programs from the American Neurotology Society Spring Meeting from 2016 to 2022.

MAIN OUTCOME MEASURE

Percentage of neurotologists who pursued academic careers.

RESULTS

A total of 114 neurotology fellows were identified. Of the 98 individuals included in final analysis, 64 (65%) pursued academic careers. Fellows most likely to enter academic practice trained at a residency program ranked in the top 50% based on Doximity residency rankings by reputation (74 versus 45%, p < 0.01) or graduated from a residency program with a neurotology fellowship (82 versus 56%, p < 0.01). Graduates from fellowship programs in the Northeast were most likely to enter academic careers (83%). Fifty percent of neurotologists practiced in the same region as their residency training, and 48% practiced the same region as their fellowship. The region with the highest number of practicing neurotology graduates was the South (47%).

CONCLUSION

Residency program ranking and residency institutions with neurotology fellowships were the leading predictors of academic career placement in the field of neurotology. Many neurotologists tend to stay in a similar geographical location to where they underwent medical training.

Changes in Subspecialty Interest of Plastic Surgery Residents With Progression of Training: Impact on Academic Attrition

BACKGROUND

Plastic surgery residency applicants often express interest in academic subspecialties, but only a small percentage of graduating residents pursue academic careers. Identifying reasons for academic attrition may help training programs address this discrepancy.

METHODS

A survey was sent to plastic surgery residents through the American Society of Plastic Surgeons Resident Council to assess interest in 6 plastic surgery subspecialties during junior and senior years of training. If a resident changed their subspecialty interest, the reasons for change were recorded. The importance of different career incentives over time were analyzed with paired t tests.

RESULTS

Two hundred seventy-six plastic surgery residents of 593 potential respondents (46.5% response rate) completed the survey. Of 150 senior residents, 60 residents reported changing interests from their junior to senior years. Craniofacial and microsurgery were identified as the specialties with the highest attrition of interest, while interest in esthetic, gender-affirmation, and hand surgery increased. For residents who left craniofacial and microsurgery, the desire for higher compensation, to work in private practice, and the desire for improved job opportunities significantly increased. The desire for improved work/life balance was a prominent reason for subspecialty change among senior residents who changed to esthetic surgery.

CONCLUSIONS

Plastic surgery subspecialties associated with academia, such as craniofacial surgery, suffer from resident attrition due to a variety of factors. Increased retention of trainees in craniofacial surgery, microsurgery, and academia could be improved through dedicated mentorship, improved job opportunities, and advocacy for fair reimbursement.

National Undervaluation of Cleft Surgical Services: Evidence from a Comparative Analysis of 50,450 Cases

BACKGROUND

Relative value units (RVUs) are broadly used for billing and physician compensation; however, the accuracy of RVU assignments has not been scientifically evaluated for craniofacial surgery. The authors hypothesize that unbalanced RVU allocation creates inappropriate disparities in value among procedures performed by cleft and craniofacial surgeons.

METHODS

The National Surgical Quality Improvement Program Pediatric database was queried to identify all cleft and craniofacial surgery cases performed by plastic surgeons from 2012 to 2019 based on CPT code. Microsurgical cases and CPT codes with a case count of fewer than 10 were excluded. Efficiency was defined as total RVUs divided by total operative time (ie, RVUs/hour). Mean efficiency per CPT code was ranked and compared by quartile using t tests.

RESULTS

The sample consisted of 69 CPT codes with 50,450 cases. In the top quartile, most CPT codes were craniofacial procedures including frontofacial procedures (23.53%) and craniectomies for craniosynostosis or bony lesions (35.29%) (mean, 15.65 ± 4.22 RVUs/hour). The lowest quartile was composed mainly of CPT codes for cleft procedures including operations for velopharyngeal insufficiency (17.65%), cleft palate repair (23.53%), and cleft septoplasty (5.88%) (mean, 7.39 ± 0.98 RVUs/hour; P < 0.001). It was 2.5 times more efficient for a cleft and craniofacial surgeon to perform a local skin flap (15.18 RVUs/hour) than a secondary palatal lengthening for cleft palate (6.09 RVUs/hour).

CONCLUSIONS

The current RVU allocation to cleft and craniofacial procedures creates arbitrary disparities in physician efficiency, with cleft procedures disproportionately negatively affected. RVU assignments should be reevaluated to avoid disincentivizing cleft surgical care.

Characterizing critical predictors of an academic career following head and neck fellowship in otolaryngology

BACKGROUND

Historically, graduating head and neck (HN) fellows outpace available academic HN positions, resulting in a highly competitive job market. We identified factors that associate with full-time academic HN positions post-HN fellowship.

METHODS

Graduates of American Head and Neck Society (AHNS)-accredited fellowships from 2005 to 2017 (n = 356) were extracted from the AHNS website.

RESULTS

From 2015 to 2017, the supply-demand mismatch for academic HN jobs improved. Of the 57.3% (n = 204) of graduating HN fellows who entered academia, 64% (n = 130) trained at just 10 fellowship institutions, 47% (n = 94) attended OHNS residency at an NIH top 40 funded institution, and 54% (n = 111) attended OHNS residency at an AHNS-accredited institution offering HN fellowship. After multivariate regression, number of manuscripts (OR = 1.14; p = 0.01) was significantly associated with initial academic job post-fellowship.

CONCLUSION

The recent improvement in supply-demand mismatch for academic jobs is promising for future HN fellows interested in academia.

The individual characteristics, organizational characteristics and research productivity of early career LIS researchers in China’s mainland: A crisp set qualitative comparative analysis (csQCA)

There existed discrimination, including gender discrimination, first degree discrimination, etc., when assessing the future research productivity of PhD graduates in recruitment in China’s mainland. Were PhD students who did not possess certain conditions (e.g. first degree receiving from a non-key university) unable to achieve high research productivity after graduation? Previous studies focused on the “net effects” of individual and organizational characteristics on research productivity by using quantitative methods (e.g. regression analysis). However, researchers’ research productivity might be due to the interactions of multiple factors rather than a single factor. This study aimed to analyze the effects of the combined conditions (interactions) of individual and organizational characteristics on the research productivity of early career library and information science (LIS) researchers under the context of employment discrimination in the academic job market of China’s mainland. Early career LIS researchers who graduated from China’s mainland universities/institutions between 2011 and 2015 were selected as the sample ( n = 62). csQCA was employed to analyze the data. The results revealed that the effects of a single condition did not directly contribute to the occurrence of high research productivity. There were two combinations of conditions that could contribute to the high research productivity of early career LIS researchers. The first combination that contributed to the high research productivity of an early career LIS researcher was receiving his or her bachelor’s degree from a key university, publishing higher than the median number of articles indexed by Web of Science core collections (WOS) during their PhD and working in a key university after PhD graduation. The second combination was being male, publishing more than the median number of articles indexed by the WOS and the local core journals index during their PhD, and working at a key university after PhD graduation.

Deep Learning for Predictive Analysis of Pediatric Otolaryngology Personal Statements: A Pilot Study

OBJECTIVE

The personal statement is often an underutilized aspect of pediatric otolaryngology fellowship applications. In this pilot study, we use deep learning language models to cluster personal statements and elucidate their relationship to applicant rank position and postfellowship research output.

STUDY DESIGN

Retrospective cohort.

SETTING

Single pediatric tertiary care center.

METHODS

Data and personal statements from 115 applicants to our fellowship program were retrieved from San Francisco Match. BERT (Bidirectional Encoder Representations From Transformers) was used to generate document embeddings for clustering. Regression and machine learning models were used to assess the relationship of personal statements to number of postfellowship publications per year when controlling for publications, board scores, Alpha Omega Alpha status, gender, and residency.

RESULTS

Document embeddings of personal statements were found to cluster into 4 distinct groups by K-means clustering: 2 focused on "training/research" and 2 on "personal/patient anecdotes." Training clusters 1 and 2 were associated with an applicant-organization fit by a single pediatric otolaryngology fellowship program on univariate but not multivariate analysis. Models utilizing document embeddings alone were able to equally predict applicant-organization fit (receiver operating characteristic areas under the curve, 0.763 and 0.750 vs 0.419; P values >.05) as compared with models utilizing applicant characteristics and personal statement clusters alone. All predictive models were poor predictors of postfellowship publications per year.

CONCLUSION

We demonstrate ability for document embeddings to capture meaningful information in personal statements from pediatric otolaryngology fellowship applicants. A larger study can further differentiate personal statement clusters and assess the predictive potential of document embeddings.

Predictors of academic career placement and scholarly impact in fellowship-trained rhinologists

BACKGROUND

As rhinology fellowship positions outpace the availability of academic rhinology jobs, it is increasingly important to identify characteristics that are associated with academic placement after fellowship completion. In this study, we evaluated the association of academic characteristics during training with current job placement and posttraining scholarly impact.

METHODS

Previous rhinology fellows were identified using publicly available data. Bibliometric indices, training institutions, graduate degrees, and job placement data were used in bivariate and multivariable regression analyses to assess for association with predictors and academic trajectory.

RESULTS

Data from 265 rhinologists, all graduating between 1991 and 2020, were included. Most surgeons (n = 185, 70%) held an academic position and 80 (30%) surgeons worked in a nonacademic setting; 93.2% had a Doctor of Medicine (MD) degree and 80.3% were male. Multivariable logistic regression indicated that a designation of MD, compared with Doctor of Osteopathic Medicine (DO; odds ratio [OR], 5.93; 95% confidence interval [CI], 1.97-21.9), number of publications during fellowship (OR, 1.19; 95% CI, 1.02-1.41), and h-index during training (OR, 1.25; 95% CI, 1.07-1.49]) were independently predictive of academic job placement. Meanwhile, number of primary authorships during fellowship (β = 1.47; 95% CI, 1.07-1.88]), h-index during training (β = 0.48; 95% CI, 0.25-0.71), and PhD (β = 4.16; 95% CI, 1.57-6.76) were associated with posttraining h-index. Medical school ranking; graduate degrees, including Master of Science (MS), Master of Business Administration (MBA), and Master of Public Health (MPH); and research metrics before residency were not associated with either academic placement or posttraining h-index.

CONCLUSION

The predictors of academic job placement in rhinology are unclear, but h-index during training, and research productivity during fellowship may serve as indicators of an academic career.