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Weinstein, Stuart L.

https://orcid.org/0000-0002-3676-6687

Mayo Clinic

University of Washington

Citations 4

A qualitative study of strategies to improve occupational well‐being in physical medicine and rehabilitation physicians
Amano, Alexis , Trockel, Mickey , Menon, Nikitha K. , Sliwa, James A. , Kinney, Carolyn L. , Knowlton, Tiffany, Stautzenbach, Thomas E., Shanafelt, Tait D. , Sliwa, James , Kinney, Carolyn , Verduzco-Gutierrez, Monica , Shanafelt, Tait D , Makowski, Maryam S , Wang, Hanhan , Weinstein, Stuart L. , Paganoni, Sabrina , Verduzco‐Gutierrez, Monica , Kennedy, David J.

PM&R | June 5, 2024 | Volume: 16 | Issue: 7 | Pages: 687-699

10.1002/pmrj.13189 Get It

Abstract Background Physiatry is a specialty with high rates of burnout. Although organizational strategies to combat burnout are key, it is also important to understand strategies that individual physiatrists can use to address burnout. Objective To identify changes that resulted in improvement of occupational well‐being of physiatrists over a 6‐ to 9‐month period. Design We employed two quantitative surveys spaced 6 to 9 months apart to identify physiatrists who experienced meaningful improvement in occupational burnout and/or professional fulfillment between the two survey timepoints. These physiatrists were subsequently recruited to participate in a qualitative study using semi‐structured interviews to identify changes that respondents felt contributed to improvements in burnout and professional fulfillment. Setting Online surveys and interviews. Participants Physiatrists in the American Academy of Physical Medicine and Rehabilitation (AAPM&R) Membership Masterfile. Main Outcome Measure Burnout and professional fulfillment were assessed using the Stanford Professional Fulfillment Index. Results One hundred twelve physiatrists responded to the baseline and follow‐up surveys. Of these, 35 were eligible for interviews based on improvements in the Stanford Professional Fulfillment Index, and 23 (64%) agreed to participate. Themes from the qualitative interviews highlighted the importance of personal lifestyle choices, approaches to improve professional satisfaction, and strategies to foster work‐life harmony. Personal lifestyle strategies included investing in wellness and mental health. Efforts to improve professional satisfaction included decreasing work intensity, prioritizing meaningful aspects of work, and building relationships with colleagues. Fostering work‐life harmony also included making trade‐offs in both domains, setting boundaries at work, setting expectations at home, and overcoming personal challenges. Conclusion Our findings illustrate that, in addition to organizational strategies demonstrated to be effective, there are actions that individual physiatrists can take to recover from burnout and foster professional fulfillment.
BrAIST-Calc: Prediction of Individualized Benefit From Bracing for Adolescent Idiopathic Scoliosis
Dolan, Lori A. , Weinstein, Stuart L. , Dobbs, Matthew B. , Flynn, John M. , Halsey, Matthew F. , Hresko, M. Timothy , Krengel, Walter F. , Mehlman, Charles T. , Milbrandt, Todd A. , Price, Nigel, Schmitz, Michael L. , Song, Kit M., Talwalkar, Vishwas, Weinstein, Stuart L , Green, Daniel W , Newton, Peter O. , Sanders, James O , Schwend, Richard M. , Shah, Suken A.

Spine | November 23, 2023 | Volume: 49 | Issue: 3 | Pages: 147-156

10.1097/brs.0000000000004879 Get It

Study Design. Prospective multicenter study data were used for model derivation and externally validated using retrospective cohort data. Objective. Derive and validate a prognostic model of benefit from bracing for adolescent idiopathic scoliosis (AIS). Summary of Background Data. The Bracing in Adolescent Idiopathic Scoliosis Trial (BrAIST) demonstrated the superiority of bracing over observation to prevent curve progression to the surgical threshold; 42% of untreated subjects had a good outcome, and 28% progressed to the surgical threshold despite bracing, likely due to poor adherence. To avoid over-treatment and to promote patient goal setting and adherence, bracing decisions (who and how much) should be based on physician and patient discussions informed by individual-level data from high-quality predictive models. Materials and Methods. Logistic regression was used to predict curve progression to <45° at skeletal maturity (good prognosis) in 269 BrAIST subjects who were observed or braced. Predictors included age, sex, body mass index, Risser stage, Cobb angle, curve pattern, and treatment characteristics (hours of brace wear and in-brace correction). Internal and external validity were evaluated using jackknifed samples of the BrAIST data set and an independent cohort (n=299) through estimates of discrimination and calibration. Results. The final model included age, sex, body mass index, Risser stage, Cobb angle, and hours of brace wear per day. The model demonstrated strong discrimination ( c -statistics 0.83–0.87) and calibration in all data sets. Classifying patients as low risk (high probability of a good prognosis) at the probability cut point of 70% resulted in a specificity of 92% and a positive predictive value of 89%. Conclusion. This externally validated model can be used by clinicians and families to make informed, individualized decisions about when and how much to brace to avoid progression to surgery. If widely adopted, this model could decrease overbracing of AIS, improve adherence, and, most importantly, decrease the likelihood of spinal fusion in this population.
The Effect of Implant Density on Adolescent Idiopathic Scoliosis Fusion
Larson, A. Noelle , Polly, David W. , Kelly, Michael P. , Richards, B. Stephens , Garg, Sumeet , Parent, Stefan , Weinstein, Stuart L. , Crawford, Charles H. , Blakemore, Laurel C. , Oetgen, Matthew E. , Kremers, Walter K. , Marks, Michelle C. , Brearley, Ann M. , Aubin, Carl‐Éric , Sucato, Daniel J. , Labelle, Hubert , Group, the Minimize Implants Maximize Outcomes Study, Kelly, Michael P , Richards, B Stephens , Garg, Sumeet , Parent, Stefan , Weinstein, Stuart L , Crawford, Charles H , Sanders, James O , Blakemore, Laurel C , Oetgen, Matthew E , Fletcher, Nicholas D , Kremers, Walter K , Marks, Michelle Claire , Brearley, Ann M , Sucato, Daniel J , Larson, A Noelle , Polly, David , Sponseller, Paul D. , Shah, Suken A. , Erickson, Mark A. , Group, the Minimize Implants Maximize Outcomes Study

Journal of Bone and Joint Surgery | November 16, 2023 | Volume: 106 | Issue: 3 | Pages: 180-189

10.2106/jbjs.23.00178 Get It

Background: Severe adolescent idiopathic scoliosis (AIS) can be treated with instrumented fusion, but the number of anchors needed for optimal correction is controversial. Methods: We conducted a multicenter, randomized study that included patients undergoing spinal fusion for single thoracic curves between 45° and 65°, the most common form of operatively treated AIS. Of the 211 patients randomized, 108 were assigned to a high-density screw pattern and 103, to a low-density screw pattern. Surgeons were instructed to use ≥1.8 implants per spinal level fused for patients in the high-implant-density group or ≤1.4 implants per spinal level fused for patients in the low-implant-density group. The primary outcome measure was the percent correction of the coronal curve at the 2-year follow-up. The power analysis for this trial required 174 patients to show equivalence, defined as a 95% confidence interval (CI) within a ±10% correction margin with a probability of 90%. Results: In the intention-to-treat analysis, the mean percent correction of the coronal curve was equivalent between the high-density and low-density groups at the 2-year follow-up (67.6% versus 65.7%; difference, −1.9% [95% CI: −6.1%, 2.2%]). In the per-protocol cohorts, the mean percent correction of the coronal curve was also equivalent between the 2 groups at the 2-year follow-up (65.0% versus 66.1%; difference, 1.1% [95% CI: −3.0%, 5.2%]). A total of 6 patients in the low-density group and 5 patients in the high-density group required reoperation (p = 1.0). Conclusions: In the setting of spinal fusion for primary thoracic AIS curves between 45° and 65°, the percent coronal curve correction obtained with use of a low-implant-density construct and that obtained with use of a high-implant-density construct were equivalent. Level of Evidence: Therapeutic Level I . See Instructions for Authors for a complete description of levels of evidence.
Occupational Characteristics Associated with Professional Fulfillment and Burnout Among U.S. Physiatrists
Trockel, Mickey , Kinney, Carolyn L. , Sliwa, James A. , Knowlton, Tiffany, Stautzenbach, Tom, Shanafelt, Tait D. , Makowski, Maryam S , Verduzco-Gutierrez, Monica , Kinney, Carolyn , Sliwa, James , Shanafelt, Tait D , Paganoni, Sabrina , Weinstein, Stuart L. , Verduzco‐Gutierrez, Monica , Kennedy, David J. , Wang, Hanhan

PM&R | February 16, 2023 | Volume: 15 | Issue: 5 | Pages: 541-551

10.1002/pmrj.12961 Get It

AbstractIntroductionMultiple national studies suggest that, among physicians, physiatrists are at increased risk for occupational burnout.ObjectiveTo identify characteristics of the work environment associated with professional fulfillment and burnout among U.S. physiatrists.DesignBetween May and December 2021, a mixed qualitative and quantitative approach was used to identify factors contributing to professional fulfillment and burnout in physiatrists.SettingOnline interviews, focus groups, and survey.ParticipantsPhysiatrists in the AAPM&R Membership Masterfile.Main Outcome MeasuresBurnout and professional fulfillment assessed using the Stanford Professional Fulfillment Index.ResultsIndividual interviews with 21 physiatrists were conducted to identify domains that contributed to professional fulfillment followed by focus groups for further definition. Based on themes identified, scales were identified or developed to evaluate: control over schedule (6 items; Cronbach's alpha = 0.86); integration of physiatry into patient care (3 items; Cronbach's alpha = 0.71); personal‐organizational values alignment (3 items; Cronbach's alpha = 0.90); meaningfulness of physiatrist clinical work (6 items; Cronbach's alpha = 0.90); teamwork and collaboration (3 items; Cronbach's alpha = 0.89). Of 5760 physiatrists contacted in the subsequent national survey, 882 (15.4%) returned surveys (median age 52 years; 46.1% women). Overall, 42.6% (336 of 788) experienced burnout and 30.6% (244 of 798) had high levels of professional fulfillment. In multivariable analysis, each one‐point improvement in control over schedule (odds ratio [OR] = 1.96; 95% confidence interval [CI] = 1.45–2.69), integration of physiatry into patient care (OR = 1.77; 95% CI = 1.32–2.38), personal‐organizational values alignment (OR = 1.92; 95% CI = 1.48–2.52), meaningfulness of physiatrist clinical work (OR = 2.79; 95% CI = 1.71–4.71) and teamwork and collaboration score (OR = 2.11; 95% CI = 1.48–3.03) was independently associated with higher likelihood of professional fulfillment.ConclusionsControl over schedule, optimal integration of physiatry into clinical care, personal‐organizational values alignment, teamwork, and meaningfulness of physiatrist clinical work are strong and independent drivers of occupational well‐being in U.S. physiatrists. Variation in these domains by practice setting and subspecialty suggests tailored approaches are needed to promote professional fulfillment and reduce burnout among U.S. physiatrists.