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Artz N, Dalton J, Ramanathan R, Lin RT, Sadhwani S, Como CJ, Oyekan A, Tang YM, Li V, Nwankwo J, Lee JY, Shaw JD. Characterizing Negative Online Reviews of Spine Surgeons. Spine (Phila Pa 1976) 2024; 49:E154-E163. [PMID: 38351707 DOI: 10.1097/brs.0000000000004962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 02/05/2024] [Indexed: 05/09/2024]
Abstract
DESIGN Retrospective review. OBJECTIVE Characterize negative reviews of spine surgeons in the United States. SUMMARY Physician rating websites significantly influence the selection of doctors by other patients. Negative experiences are impacted by various factors, both clinical and nonclinical, geography, and practice structure. The purpose of this study was to evaluate and categorize negative reviews of spine surgeons in the United States, with a focus on surgical versus nonsurgical reviewers. METHODS Spine surgeons were selected from available online professional society membership directories. A search for reviews was performed on Healthgrades.com, Vitals.com, and RateMDs.com for the past 10 years. Free response reviews were coded by complaint, and qualitative analysis was performed. χ 2 and Fisher exact tests were used to compare categorical variables, and multiple comparisons were adjusted with Benjamini-Hochberg correction. A binary logistic regression model was performed for the top three most mentioned nonclinical and clinical complaint labels. A P -value <0.05 was considered statistically significant. RESULTS A total of 16,695 online reviews were evaluated, including 1690 one-star reviews (10.1%). Among one-star reviews, 64.7% were written by nonsurgical patients and 35.3% by surgical patients. Nonclinical and clinical comments constituted 54.9% and 45.1% of reviews, respectively. Surgeons in the South had more "bedside manner" comments (43.3%, P <0.0001), while Northeast surgeons had more "poor surgical outcome" remarks compared with all other geographic regions (14.4%, P <0.001). Practicing in the South and Northeast were independent predictors of having complaints about "bedside manner" and "poor surgical outcome," respectively. CONCLUSION Most one-star reviews of spine surgeons were attributed to nonsurgical patients, who tended to be unsatisfied with nonclinical factors, especially "bedside manner." However, there was substantial geographic variation. These results suggest that spine surgeons could benefit from focusing on nonclinical factors (bedside manner), especially among nonoperative patients, and that regional nuances should be considered in delivering spine care. LEVEL OF EVIDENCE Level- 5.
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Affiliation(s)
- Nicolas Artz
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Jonathan Dalton
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
| | - Rahul Ramanathan
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
| | - Ryan T Lin
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Shaan Sadhwani
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Christopher J Como
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
| | - Anthony Oyekan
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
| | - Yunting Melissa Tang
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
| | - Vivian Li
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Josephine Nwankwo
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Joon Y Lee
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
| | - Jeremy D Shaw
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA
- Pittsburgh Orthopaedic Spine Research (POSR) Group, Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA
- Orland Bethel Family Musculoskeletal Research Center (BMRC), Pittsburgh, PA
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Muzyka L, Pugazenthi S, Lavadi RS, Shah D, Patel A, Rangwalla T, Javeed S, Elsayed G, Greenberg JK, Pennicooke B, Agarwal N. Geographic Distribution in Training and Practice of Academic Neurological and Orthopedic Spine Surgeons in the United States. World Neurosurg 2023; 176:e281-e288. [PMID: 37209918 DOI: 10.1016/j.wneu.2023.05.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 05/22/2023]
Abstract
STUDY DESIGN Cross-sectional study. OBJECTIVE This study aimed to stratify the geographic distribution of academic spine surgeons in the United States, analyzing how this distribution highlights differences in academic, demographic, professional metrics, and gaps in access to spine care. METHODS Spine surgeons were identified using American Association of Neurological Surgeons and American Academy of Orthopedic Surgeons databases, categorizing into geographic regions of training and practice. Departmental websites, National Institutes of Health (NIH) RePort Expenditures and Results, Google Patent, and NIH icite databases were queried for demographic and professional metrics. RESULTS Academic spine surgeons (347 neurological; 314 orthopedic) are predominantly male (95%) and few have patents (23%) or NIH funding (4%). Regionally, the Northeast has the highest proportion per capita (3.28 surgeons per million), but California is the state with the highest proportion (13%). The Northeast has the greatest regional retention post-residency at 74%, followed by the Midwest (59%). The West and South are more associated with additional degrees. Neurosurgery-trained surgeons hold more additional degrees (17%) than orthopedic surgeons (8%), whereas more orthopedic surgeons hold leadership positions (34%) than neurosurgeons (20%). CONCLUSIONS Academic spine surgeons are found at the highest proportion in the Northeast and California; the Northeast has the greatest regional retention. Spine neurosurgeons have more additional degrees, whereas spine orthopedic surgeons have more leadership positions. These results are relevant to training programs looking to correct geographic disparities, surgeons in search of training programs, or students in pursuit of spine surgery.
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Affiliation(s)
- Logan Muzyka
- Department of Neurosurgery, Dell Medical School at The University of Texas at Austin, Austin, Texas, USA
| | - Sangami Pugazenthi
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Raj Swaroop Lavadi
- Department of Neurosurgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Darsh Shah
- Department of Neurosurgery, Dell Medical School at The University of Texas at Austin, Austin, Texas, USA
| | - Arpan Patel
- Department of Neurosurgery, Dell Medical School at The University of Texas at Austin, Austin, Texas, USA
| | - Taiyeb Rangwalla
- Department of Neurosurgery, Dell Medical School at The University of Texas at Austin, Austin, Texas, USA
| | - Saad Javeed
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Galal Elsayed
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jacob K Greenberg
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Brenton Pennicooke
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Nitin Agarwal
- Department of Neurosurgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
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Ogink PT, Groot OQ, van Steijn N, Im GH, Cha TD, Hershman SH, Bono CM, Schwab JH. Practice Variation Within a Single Institution in Management of Degenerative Spondylolisthesis. Clin Spine Surg 2022; 35:E546-E550. [PMID: 35249973 DOI: 10.1097/bsd.0000000000001305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 02/02/2022] [Indexed: 11/03/2022]
Abstract
STUDY DESIGN This was a retrospective cohort study. OBJECTIVE The objective of this study was to assess variation in care for degenerative spondylolisthesis (DS) among surgeons at the same institution, to establish diagnostic and therapeutic variables contributing to this variation, and to determine whether variation in care changed over time. SUMMARY OF BACKGROUND DATA Like other degenerative spinal disorders, DS is prone to practice variation due to the wide array of treatment options. Focusing on a single institution can identify more individualized drivers of practice variation by omitting geographic variability of demographics and socioeconomic factors. MATERIALS AND METHODS We collected number of office visits, imaging procedures, injections, electromyography (EMG), and surgical procedures within 1 year after diagnosis. Multivariable logistic regression was used to determine predictors of surgery. The coefficient of variation (CV) was calculated to compare the variation in practice over time. RESULTS Patients had a mean 2.5 (±0.6) visits, 1.8 (±0.7) imaging procedures, and 0.16 (±0.09) injections in the first year after diagnosis. Thirty-six percent (1937/5091) of patients had physical therapy in the 3 months after diagnosis. CV was highest for EMG (95%) and lowest for office visits (22%). An additional spinal diagnosis [odds ratio (OR)=3.99, P <0.001], visiting a neurosurgery clinic (OR=1.81, P =0.016), and diagnosis post-2007 (OR=1.21, P =0.010) were independently associated with increased surgery rates. The CVs for all variables decreased after 2007, with the largest decrease seen for EMG (132% vs. 56%). CONCLUSIONS While there is variation in the management of patients diagnosed with DS between surgeons of a single institution, this variation seems to have gone down in recent years. All practice variables showed diminished variation. The largest variation and subsequent decrease of variation was seen in the use of EMG. Despite the smaller amount of variation, the rate of surgery has gone up since 2007.
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Affiliation(s)
- Paul T Ogink
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Olivier Q Groot
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
| | - Nicole van Steijn
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
| | - Gi Hye Im
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
| | - Thomas D Cha
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
| | - Stuart H Hershman
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
| | - Christopher M Bono
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
| | - Joseph H Schwab
- Department of Orthopedic Surgery, Massachusetts General Hospital-Harvard Medical School, Boston, MA
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Panchmatia JR, Visenio MR, Panch T. The role of artificial intelligence in orthopaedic surgery. Br J Hosp Med (Lond) 2019; 79:676-681. [PMID: 30526106 DOI: 10.12968/hmed.2018.79.12.676] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Despite significant advances in orthopaedic surgery, variability still exists between providers and practice locations, and process inefficiencies are found throughout the health care continuum. Evolving technologies, namely artificial intelligence, challenge the status quo by improving patient care in four areas: diagnosis, management, research and systems analysis. Artificial intelligence shows promise in promoting practice efficiency, personalizing patient care, improving institutional research capacity, and expanding high quality orthopaedic care to lower resource settings. Physicians should be involved in the development of artificial intelligence algorithms to ensure that patients derive maximum benefit from new advances while considering the ethical challenges of implementation.
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Affiliation(s)
- Jaykar R Panchmatia
- Consultant Spine Surgeon, Department of Orthopaedic Surgery, Guy's and St. Thomas' Hospitals, London
| | - Michael R Visenio
- Masters Graduate, Department of Health Policy and Management, T.H. Chan School of Public Health, Harvard University, Boston, United States of America
| | - Trishan Panch
- Instructor, Department of Health Policy and Management, T.H. Chan School of Public Health, Harvard University, Boston, United States of America
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Abstract
STUDY DESIGN A retrospective study. OBJECTIVE The aim of this study was to examine practice variation in the treatment of lumbar spinal stenosis and identify targets for reducing variation. SUMMARY OF BACKGROUND DATA Lumbar spinal stenosis is a degenerative condition susceptible to practice variation. Reducing variation aims to improve quality, increase safety, and lower costs. Establishing differences in surgeons' practices from a single institution can help identify personalized variation. METHODS We identified adult patients first diagnosed with lumbar spinal stenosis between 2003 and 2015 in three hospitals of the same institution with ICD-9 codes.We extracted number of office visits, imaging procedures, injections, electromyographies (EMGs), and surgery within the first year after diagnosis; physical therapy within the first 3 months after diagnosis. Multivariable logistic regression was used to identify factors associated with surgery. The coefficient of variation (CV) was calculated to compare the variation in practice. RESULTS The 10,858 patients we included had an average of 2.5 visits (±1.9), 1.5 imaging procedures (±2.0), 0.03 EMGs (±0.22), and 0.16 injections (±0.53); 36% had at least one surgical procedure and 32% had physical therapy as part of their care. The CV was smallest for number of visits (19%) and largest for EMG (140%).Male sex [odds ratio (OR): 1.23, P < 0.001], seeing an additional surgeon (OR: 2.82, P < 0.001), and having an additional spine diagnosis (OR: 3.71, P < 0.001) were independently associated with surgery. Visiting an orthopedic clinic (OR: 0.46, P < 0.001) was independently associated with less surgical interventions than visiting a neurosurgical clinic. CONCLUSION There is widespread variation in the entire spectrum of diagnosis and therapy for lumbar spinal stenosis among surgeons in the same institution. Male gender, seeing an additional surgeon, having an additional spine diagnosis, and visiting a neurosurgery clinic were independently associated with increased surgical intervention. The main target we identified for decreasing variability was the use of diagnostic EMG. LEVEL OF EVIDENCE 3.
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Spinal fusion without instrumentation - Experimental animal study. Clin Biomech (Bristol, Avon) 2017; 46:6-14. [PMID: 28463696 DOI: 10.1016/j.clinbiomech.2017.04.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 02/17/2017] [Accepted: 04/24/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND The number and cost of instrumented spinal fusion surgeries have increased rapidly, primarily for the treatment of lumbar segmental instabilities. However, what if the organism itself is able to restore segmental stability over time? This large-animal study using sheep aimed to investigate whether the reparative response after destabilization via facetectomy and nucleotomy without instrumentation can effectively fuse the spinal segment comparable to instrumented standard fusion surgery. METHODS The following four surgical interventions were investigated: dorsal fixation via internal fixator, ventral fixation via cage as well as facetectomy and nucleotomy without additional instrumentation. Six months postoperatively, the animals were sacrificed, and the lumbar spines were used for biomechanical tests. FINDINGS Spinal stability was restored to the destabilized spinal segments at six months postoperatively and was comparable to the results of conventional surgery via screws and cages. Iatrogenic hypomobilization caused significant reductions in facet joint space and intervertebral disc height of segments at index and adjacent level. Restabilized segments after iatrogenic hypermobilzation also significantly decreased facet joint space and disc height at index level, but revealed no influence on adjacent segments. INTERPRETATION These findings in the sheep model question the necessity of costly instrumentation and suggest the alternative possibility of stimulating the reparative capacity of the body in human lumbar spine fusion surgery.
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