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Dive into the research topics where Daniel J. Sturgeon is active.

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Featured researches published by Daniel J. Sturgeon.


The Spine Journal | 2017

Establishing benchmarks for the volume-outcome relationship for common lumbar spine surgical procedures

Andrew J. Schoenfeld; Daniel J. Sturgeon; Camden B. Burns; Tyler J. Hunt; Christopher M. Bono

BACKGROUND CONTEXT The importance of surgeon volume as a quality measure has been defined for a number of surgical specialties. Meaningful procedural volume benchmarks have not been established, however, particularly with respect to lumbar spine surgery. PURPOSE We aimed to establish surgeon volume benchmarks for the performance of four common lumbar spine surgical procedures (discectomy, decompression, lumbar interbody fusion, and lumbar posterolateral fusion). STUDY DESIGN A retrospective review of data in the Florida Statewide Inpatient Dataset (2011-2014) was carried out. PATIENT SAMPLE Patients who underwent one of the four lumbar spine surgical procedures under study comprised the study sample. OUTCOME MEASURE The development of a complication or hospital readmission within 90 days of the surgical procedure was the surgical outcome. METHODS For each specific procedure, individual surgeon volume was separately plotted against the number of complications and readmissions in a spline analysis that adjusted for co-variates. Spline cut-points were used to create a categorical variable of procedure volume for each individual procedure. Log-binomial regression analysis was then separately performed using the categorical volume-outcome metric for each individual procedure and for the outcomes of 90-day complications and 90-day readmissions. RESULTS In all, 187,185 spine surgical procedures met inclusion criteria, performed by 5,514 different surgeons at 178 hospitals. Spline analysis determined that the procedure volume cut-point was 25 for decompressions, 40 for discectomy, 43 for interbody fusion, and 35 for posterolateral fusions. For surgeons who failed to meet the volume metric, there was a 63% increase in the risk of complications following decompressions, a 56% increase in the risk of complications following discectomy, a 15% increase in the risk of complications following lumbar interbody fusions, and a 47% increase in the risk of complications following posterolateral fusions. Findings were similar for readmission measures. CONCLUSIONS The results of this work allow us to identify meaningful volume-based benchmarks for the performance of common lumbar spine surgical procedures including decompression, discectomy, and fusion-based procedures. Based on our determinations, readily achievable goals for individual surgeons would approximate an average of four discectomy and lumbar interbody fusion procedures per month, three posterolateral lumbar fusions per month, and at least one decompression surgery every other week.


Clinical Neurology and Neurosurgery | 2017

Establishing objective volume-outcome measures for anterior and posterior cervical spine fusion

Micah B. Blais; Sean M. Rider; Daniel J. Sturgeon; Justin A. Blucher; Jay M. Zampini; James D. Kang; Andrew J. Schoenfeld

OBJECTIVES There is a growing literature on the relationship between provider volume and patient outcomes, specifically within joint arthroplasty and lumbar spine surgery. Such benchmarks have yet to be established for many other spinal procedures, including cervical fusion. We sought to determine whether outcomes-based volume measures for both surgeons and hospitals can be established for cervical spine fusion procedures. PATIENTS AND METHODS This was a retrospective review of patient data in the Florida Statewide Inpatient Dataset (SID; 2011-14). Patients identified in the Florida SID who underwent either anterior or posterior cervical fusion were identified along with the operative surgeons and the hospitals where the procedures were performed. Socio-demographic data, as well as medical and surgical characteristics were obtained, as were the development of complications and readmissions up to 90days following hospital discharge. Surgeon and hospital volume were plotted separately against the number of complications and readmissions in an adjusted spline analysis. Multivariable logistic regression analysis was subsequently performed to assess the effect of surgeon and hospital volume on post-operative complications and readmissions. RESULTS There were 8960 patients with posterior cervical fusion and 57,108 anterior cervical fusions (total=66,068) identified for inclusion in the analysis. The patients of low-volume surgeons were found to have an increased (OR 1.83; 95% CI 1.65, 2.02) likelihood of complications following anterior and posterior (OR 1.45; 95% CI 1.24, 1.69) cervical fusion. Low-volume surgeons demonstrated increased likelihood of readmission, irrespective of anterior (OR 1.37; 95% CI 1.29, 1.47) or posterior (OR 1.31; 95% CI 1.16, 1.48) approach. No clinically meaningful differences in the likelihood of complications or readmissions were detected between high- and low-volume hospitals. CONCLUSIONS This study demonstrates objective volume-outcome measures for surgeons who perform anterior and posterior cervical fusions. Our results have immediate applicability to clinical practice and may be used to benchmark procedural volume. Findings with respect to hospitals speak against the need for healthcare regionalization in this specific clinical context.


Surgery | 2017

Universal insurance and an equal access healthcare system eliminate disparities for Black patients after traumatic injury

Muhammad Ali Chaudhary; Meesha Sharma; Rebecca E. Scully; Daniel J. Sturgeon; Tracey Koehlmoos; Adil H. Haider; Andrew J. Schoenfeld

Background. Although inequities in trauma care are reported widely, some groups have theorized that universal health insurance would decrease disparities in care for disadvantaged minorities after a traumatic injury. We sought to examine the presence of racial disparities in outcomes and healthcare utilization at 30‐ and 90‐days after discharge in this universally insured, racially diverse, American population treated for traumatic injuries. Methods. This work studied adult beneficiaries of TRICARE treated at both military and civilian trauma centers 2006–2014. We included patients with an inpatient trauma encounter based on International Classification of Diseases, 9th revision (ICD‐9) code. The mechanism and severity of injury, medical comorbidities, region and environment of care, and demographic factors were used as covariates. Race was considered the main predictor variable with Black patients compared to Whites. Logistic regression models were employed to assess for risk‐adjusted differences in 30‐ and 90‐day outcomes between Blacks and Whites. Results. A total of 87,112 patients met the inclusion criteria. Traditionally encountered disparities for Black patients after trauma, including increased rates of mortality, were absent. We found a statistically significant decrease in the odds of 90‐day complications for Blacks (OR 0.91; 95% CI 0.84–0.98; P = 0.01). Blacks also had lesser odds of readmission at 30‐days (OR 0.87; 95% CI 0.79–0.94; P = 0.002) and 90‐days (OR 0.86; 95% CI 0.79–0.93; P < 0.001). Conclusion. Our findings support the idea that in a universally insured, equal access system, historic disparities for racial and ethnic minorities, including increased postinjury morbidity, hospital readmission, and postdischarge healthcare utilization, are decreased or even eliminated.


Spine | 2017

Examining Healthcare Segregation Among Racial and Ethnic Minorities Receiving Spine Surgical Procedures in the State of Florida

Andrew J. Schoenfeld; Tajdip Sandhu; Daniel J. Sturgeon; Kenneth Nwosu; Christopher M. Bono

Study Design. This was a retrospective review of the Florida Inpatient Dataset (2011–2014). Objective. To examine healthcare segregation among African American and Hispanic patients treated with one of four common spine surgical procedures. Summary of Background Data. Racial and ethnic minorities are known to be at increased risk of adverse events after spine surgery. Healthcare segregation has been proposed as a source for these disparities, but has not been systematically examined for patients undergoing spine surgery. Methods. African American, Hispanic, and White patients who underwent one of the four lumbar spine surgical procedures under study were included. Volume cut-offs were previously established for surgical providers and hospitals. Surgeons and hospitals were dichotomized based on these metrics as low- or high-volume providers. Multivariable logistic regression analysis was used to determine the likelihood of patients receiving surgery from a low volume provider, adjusting for sociodemographic and clinical characteristics. Results. African Americans were found to be at significantly increased odds of receiving surgery from a low-volume surgeon (P < 0.001) and were significantly more likely to receive surgery at a low-volume hospital (P < 0.007) for all procedures except decompression (P = 0.56). Like findings were encountered for Hispanic patients. Hispanic patients were 55% to three-times more likely to receive surgery from a low-volume surgeon depending on the procedure and 28% to 56% more likely to be treated at a low-volume hospital. African Americans were 34% to 82% more likely to receive surgery from a low-volume surgeon depending on the procedure and 10% to 17% more likely to be treated at a low-volume hospital. Conclusion. The results of this work identify the phenomenon of racial and ethnic healthcare segregation among low-volume providers for lumbar spine procedures in the State of Florida. This may be a contributing factor to the increased risk of adverse events after spine surgery known to exist among minorities. Level of Evidence: 3


Clinical Orthopaedics and Related Research | 2018

Does Orthopaedic Outpatient Care Reduce Emergency Department Utilization After Total Joint Arthroplasty

Muhammad Ali Chaudhary; Jeffrey K. Lange; Linda M. Pak; Justin A. Blucher; Lauren B. Barton; Daniel J. Sturgeon; Tracey Koehlmoos; Adil H. Haider; Andrew J. Schoenfeld

Background Emergency department (ED) visits after elective surgical procedures are a potential target for interventions to reduce healthcare costs. More than 1 million total joint arthroplasties (TJAs) are performed each year with postsurgical ED utilization estimated in the range of 10%. Questions/purposes We asked whether (1) outpatient orthopaedic care was associated with reduced ED utilization and (2) whether there were identifiable factors associated with ED utilization within the first 30 and 90 days after TJA. Methods An analysis of adult TRICARE beneficiaries who underwent TJA (2006-2014) was performed. TRICARE is the insurance program of the Department of Defense, covering > 9 million beneficiaries. ED use within 90 days of surgery was the primary outcome and postoperative outpatient orthopaedic care the primary explanatory variable. Patient demographics (age, sex, race, beneficiary category), clinical characteristics (length of hospital stay, prior comorbidities, complications), and environment of care were used as covariates. Logistic regression adjusted for all covariates was performed to determine factors associated with ED use. Results We found that orthopaedic outpatient care (odds ratio [OR], 0.73; 95% confidence interval [CI], 0.68-0.77) was associated with lower odds of ED use within 90 days. We also found that index hospital length of stay (OR, 1.07; 95% CI, 1.04-1.10), medical comorbidities (OR, 1.16; 95% CI, 1.08-1.24), and complications (OR, 2.47; 95% CI, 2.24-2.72) were associated with higher odds of ED use. Conclusions When considering that at 90 days, only 3928 patients sustained a complication, a substantial number of ED visits (11,486 of 15,414 [75%]) after TJA may be avoidable. Enhancing access to appropriate outpatient care with improved discharge planning may reduce ED use after TJA. Further research should be directed toward unpacking the situations, outside of complications, that drive patients to access the ED and devise interventions that could mitigate such behavior. Level of Evidence Level III, therapeutic study.


The Spine Journal | 2018

Alterations in 90-day morbidity, mortality, and readmission rates following spine surgery in Medicare Accountable Care Organizations (2009–2014)

Andrew J. Schoenfeld; Daniel J. Sturgeon; Justin A. Blucher; Adil H. Haider; James D. Kang

BACKGROUND CONTEXT The impact of Accountable Care Organizations (ACOs) on healthcare quality and outcomes, including morbidity, mortality, and readmissions, has not been substantially investigated, especially following spine surgery. PURPOSE To evaluate the impact of ACO formation on postoperative outcomes in the 90-day period following spine surgery. STUDY DESIGN Retrospective review of national Medicare claims data (2009-2014). PATIENT SAMPLE Patients who underwent one of four lumbar spine surgical procedures in an ACO or non-ACO. OUTCOME MEASURES The development of in-hospital mortality, complications or hospital readmission within 90 days of the surgical procedure. METHODS The primary outcome measures included postsurgical complications and readmissions at 90 days following surgery. In-hospital mortality and 30-day outcomes were considered secondarily. The primary predictor variable consisted of ACO enrollment designation. Multivariable logistic regression analysis was utilized to adjust for confounders and determine the independent effect of ACO enrollment on postsurgical outcomes. The multivariable model included a propensity score adjustment that accounted for factors associated with the preferential enrollment of patients in ACOs, namely, sociodemographic characteristics, medical co-morbidities, hospital teaching status, bed size, and location. RESULTS In all, there were 344,813 patients identified for inclusion in this analysis with 97% (n = 332,890) treated in non-ACOs and 3% (n = 11,923) in an ACO. Although modest changes were apparent across both ACOs and non-ACOs over the time-period studied, improvements were slightly more dramatic in non-ACOs leading to statistically significant differences in both 90-day complications and readmissions. Specifically, in the period 2012-2014, ACOs demonstrated an 18% increase in the odds of 90-day complications and a 14% elevation in the odds of 90-day readmissions when compared to non-ACOs. There was no difference in hospital mortality between ACOs and non-ACOs. CONCLUSIONS Our study of Medicare data from 2009 to 2014 failed to demonstrate superior reductions in postoperative morbidity, mortality, and readmissions for beneficiaries treated in ACOs as compared to non-ACOs. These results indicate that meaningful changes in postoperative outcomes should not be anticipated based on organizational participation in ACOs at present.


Surgery | 2018

Surgeon-driven variability in emergency general surgery outcomes: Does it matter who is on call?

Rhea Udyavar; Edward E. Cornwell; Joaquim M. Havens; Zain G. Hashmi; John W. Scott; Daniel J. Sturgeon; Tarsicio Uribe-Leitz; Stuart R. Lipsitz; Ali Salim; Adil H. Haider

Background Hospital‐level variation has been found to influence outcomes in emergency general surgery. However, whether the individual surgeon plays a role in this variation is unknown. Methods We performed an analysis of the Florida State Inpatient Database (2010–2014), which is linked to the American Hospital Associations Annual Survey Database, including patients who emergently underwent 1 or more of 7 procedures (laparotomy, adhesiolysis, small bowel resection, colectomy, repair of a perforated gastric ulcer, appendectomy, or cholecystectomy). We used multilevel random effects modeling to quantify the amount of variation in mortality, complications, and 30‐day readmissions attributable to surgeons. Patient clinical and demographic factors, as well as hospital‐level factors, were introduced into the model in a forward stepwise fashion, and the percent of the variation attributable to surgeons was derived. Results Our study included 2,149 surgeons across 224 hospitals, with a total of 569,767 emergency general surgery cases. The overall unadjusted mortality rate was 3.8%, and the complication and readmission rates were 12.7% and 27.7%, respectively. Surgeon‐level variation had the greatest impact on mortality, explaining 32.77% of the overall variability in mortality risk compared with 0.08% and 2.28% for complications and readmissions, respectively. Peptic ulcer disease operations were most susceptible to surgeon‐level variation in mortality and readmissions, whereas appendectomies and cholecystectomies were least susceptible to surgeon‐level variation for all outcomes. Conclusions Surgeon‐level variation contributes to a significant portion of mortality in EGS. This variation is most pronounced in surgery for peptic ulcer disease, a high‐risk, low‐frequency surgical condition. Programs to reduce mortality in emergency general surgery should address reducing variability in practice with attention to high‐risk, low‐frequency procedures.


American Journal of Hospice and Palliative Medicine | 2018

Occupational Variation in End-of-Life Care Intensity:

Joseph A. Hyder; R. Sterling Haring; Daniel J. Sturgeon; Priscilla K. Gazarian; Wei Jiang; Zara Cooper; Stuart R. Lipsitz; Holly G. Prigerson; Joel S. Weissman

Background: End-of-life (EOL) care intensity is known to vary by secular and geographic patterns. US physicians receive less aggressive EOL care than the general population, presumably the result of preferences shaped by work-place experience with EOL care. Objective: We investigated occupation as a source of variation in EOL care intensity. Methods: Across 4 states, we identified 660 599, nonhealth maintenance organization Medicare beneficiaries aged ≥66 years who died between 2004 and 2011. Linking death certificates, we identified beneficiaries with prespecified occupations: nurses, farmers, clergy, mortuary workers, homemakers, first-responders, veterinary workers, teachers, accountants, and the general population. End-of-life care intensity over the last 6 months of life was assessed using 5 validated measures: (1) Medicare expenditures, rates of (2) hospice, (3) surgery, (4) intensive care, and (5) in-hospital death. Results: Occupation was a source of large variation in EOL care intensity across all measures, before and after adjustment for sex, education, age-adjusted Charlson Comorbidity Index, race/ethnicity, and hospital referral region. For example, absolute and relative adjusted differences in expenditures were US


Annals of Surgery | 2018

Disparities in Rates of Surgical Intervention Among Racial and Ethnic Minorities in Medicare Accountable Care Organizations

Andrew J. Schoenfeld; Daniel J. Sturgeon; Justin B. Dimick; Christopher M. Bono; Justin A. Blucher; Lauren B. Barton; Joel S. Weissman; Adil H. Haider

9991 and 42% of population mean expenditure (P < .001 for both). Compared to the general population on the 5 EOL care intensity measures, teachers (5 of 5), homemakers (4 of 5), farmers (4 of 5), and clergy (3 of 5) demonstrated significantly less aggressive care. Mortuary workers had lower EOL care intensity (4 of 5) but small numbers limited statistical significance. Conclusion: Occupations with likely exposure to child development, death/bereavement, and naturalistic influences demonstrated lower EOL care intensity. These findings may inform patients and clinicians navigating choices around individual EOL care preferences.


Archives of Orthopaedic and Trauma Surgery | 2017

The impact of hepatitis C virus infection on 90-day outcomes following major orthopaedic surgery: a propensity-matched analysis

Ritam Chowdhury; Muhammad Ali Chaudhary; Daniel J. Sturgeon; Wei Jiang; Allan L. Yau; Tracey Koehlmoos; Adil H. Haider; Andrew J. Schoenfeld

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Andrew J. Schoenfeld

Brigham and Women's Hospital

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Adil H. Haider

Brigham and Women's Hospital

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Justin A. Blucher

Brigham and Women's Hospital

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Tracey Koehlmoos

Uniformed Services University of the Health Sciences

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Christopher M. Bono

Brigham and Women's Hospital

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James D. Kang

University of Pittsburgh

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Ali Salim

Brigham and Women's Hospital

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Joaquim M. Havens

Brigham and Women's Hospital

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John W. Scott

Brigham and Women's Hospital

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