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Akosman I, Shafi K, Subramanian T, Kazarian GS, Kaidi AC, Cunningham M, Kim HJ, Lovecchio F. Left-digit bias in surgical decision-making for lumbar spinal stenosis. Spine J 2024; 24:1388-1395. [PMID: 38499062 DOI: 10.1016/j.spinee.2024.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 02/09/2024] [Accepted: 03/12/2024] [Indexed: 03/20/2024]
Abstract
BACKGROUND CONTEXT Left-digit bias is a behavioral heuristic or cognitive "shortcut" in which the leftmost digit of a number, such as patient age, disproportionately influences surgical decisions. PURPOSE To determine if left-digit bias in patient age influences the decision to perform arthrodesis with instrumentation vs decompression in lumbar spinal stenosis (LSS). DESIGN Retrospective cohort. PATIENT SAMPLE Patients with an ICD-10 diagnosis of lumbar stenosis or spondylolisthesis identified in the 2017-2021 National Surgical Quality Improvement Program (NSQIP) database. OUTCOME MEASURES The primary outcome was the percent of patients who underwent arthrodesis with instrumentation (AwI). Matched age group comparisons without left-digit differences (ie, 76/77 vs 78/79, 80/81 vs 82/83, etc.) were performed to isolate the effect of the heuristic. Secondary outcomes including peri-operative events and complications were also compared within AwI and decompression cohorts. METHODS Using CPT codes, procedures were classified as either AwI or decompression. Patients were grouped into 6 cohorts based on 2-year age windows (74/75, 76/77, 78/79, 80/81, 82/83, 84/85). The cohorts were propensity matched with neighboring age groups based on the presence of spondylolisthesis, demographics, and comorbidities. The primary comparison was between those aged 78/79 vs 80/81. RESULTS After matching, the primary cohort consisted of two groups of 1,550 patients (aged 78/79 and 80/81). Patients aged 80/81 were less likely to undergo AwI than patients aged 78/79 (23.5% vs 27.2%, p=.021). AwI procedures occurred at similar rates between age groups with the same left digit. Within the decompression and AwI cohorts, there were no differences in secondary outcomes between patients aged 78/79 and 80/81. CONCLUSIONS LSS patients aged 80/81 are less likely to undergo AwI than patients aged 78/79, regardless of comorbidities. This was not seen when comparing patients with similar left digits in age. Until objective measures of physiologic capacity are established, left-digit bias may influence clinical decisions.
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Affiliation(s)
- Izzet Akosman
- Weill Cornell Medicine, 1300 York Ave, New York, NY 10021, USA; Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Karim Shafi
- Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Tejas Subramanian
- Weill Cornell Medicine, 1300 York Ave, New York, NY 10021, USA; Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Gregory S Kazarian
- Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Austin C Kaidi
- Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Matthew Cunningham
- Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Han Jo Kim
- Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Francis Lovecchio
- Weill Cornell Medicine, 1300 York Ave, New York, NY 10021, USA; Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA.
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Cong T, Viola DCM, Witayakom W, Nieves JW, Lane JM. What's New in Osteoporosis: Emphasis on the Aging Athlete. J Bone Joint Surg Am 2024:00004623-990000000-01166. [PMID: 39052756 DOI: 10.2106/jbjs.24.00644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Affiliation(s)
- Ting Cong
- Metabolic Bone Disease Service, Department of Orthopedics, Hospital for Special Surgery, New York, NY
- Department of Orthopedics, Weill Cornell Medicine, New York, NY
| | - Dan C M Viola
- Metabolic Bone Disease Service, Department of Orthopedics, Hospital for Special Surgery, New York, NY
- Department of Orthopedics, Weill Cornell Medicine, New York, NY
| | - Witchaporn Witayakom
- Metabolic Bone Disease Service, Department of Orthopedics, Hospital for Special Surgery, New York, NY
- Department of Orthopedics, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Jeri W Nieves
- Metabolic Bone Disease Service, Department of Orthopedics, Hospital for Special Surgery, New York, NY
- Mailman School of Public Health, Columbia University, New York, NY
| | - Joseph M Lane
- Metabolic Bone Disease Service, Department of Orthopedics, Hospital for Special Surgery, New York, NY
- Department of Orthopedics, Weill Cornell Medicine, New York, NY
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Edelstein AI, Tanenbaum JT, McGinley EL, Dillingham TR, Pezzin LE. Age-Based Heuristics Bias Treatment of Displaced Femoral Neck Fractures in the Elderly. Arthroplast Today 2024; 27:101356. [PMID: 38524153 PMCID: PMC10958215 DOI: 10.1016/j.artd.2024.101356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 02/07/2024] [Accepted: 02/13/2024] [Indexed: 03/26/2024] Open
Abstract
Background Surgeons performing arthroplasty for femoral neck fractures may rely on mental shortcuts (heuristics) when choosing total hip arthroplasty (THA) vs hemiarthroplasty (HA). We sought to quantify the extent to which age-based heuristics drive decision-making. Methods We identified all Medicare beneficiaries from 2017-2018 with femoral neck fractures who underwent THA or HA. We compared the likelihood of THA vs HA among patients admitted within 4 weeks before vs 4 weeks after their birthday for each age under the hypothesis that these cohorts would be similar except for numerical age. We controlled for race/ethnicity, sex, comorbidities, poverty status, and hospital census region in a multivariable regression that included facility-level cluster effects. We generated predicted/adjusted probabilities for THA vs HA for different age transition points. Results Thirteen thousand three hundred sixty-six elderly patients were included. One thousand eight hundred sixty-five (14%) received THA and 11,501 (86%) received HA. The likelihood of THA decreased from 50.3% among patients almost 67 to 8% among those ≥85 (P < .001). We found significant decreases in likelihood of THA across age transitions. The largest decrement was at age transition 69 (THA likelihood 28.7% for newly 69 vs 43.3% for almost 69, 33.7% relative change). Female gender, Black race, higher comorbidity burden, and lower socioeconomic status were also associated with a lower likelihood of THA. Conclusions Our data demonstrate that patient age transitions seem to influence the choice of THA vs HA. Further research is needed to develop data-driven surgical decision aids for this population.
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Affiliation(s)
- Adam I. Edelstein
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Joseph T. Tanenbaum
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Emily L. McGinley
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Timothy R. Dillingham
- Department of Physical Medicine and Rehabilitation, The University of Pennsylvania, Philadelphia, PA, USA
| | - Liliana E. Pezzin
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
- Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, USA
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Ling K, Achonu JU, Martino R, Liu SH, Komatsu DE, Wang ED. Six-Item Modified Frailty Index independently predicts complications following total shoulder arthroplasty. JSES Int 2024; 8:99-103. [PMID: 38312266 PMCID: PMC10837715 DOI: 10.1016/j.jseint.2023.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2024] Open
Abstract
Background In the realm of orthopedic surgery, frailty has been associated with higher rates of complications following total hip and total knee arthroplasties. Among various measures of frailty, the Six-Item Modified Frailty Index (MF-6) has recently gained popularity as a predictor for postoperative complications. The purpose of this study was to investigate MF-6 as a predictor for early postoperative complications in the elderly patient population following total shoulder arthroplasty (TSA). Methods The authors queried the American College of Surgeons National Surgical Quality Improvement Program database for all patients who underwent TSA between 2015 and 2020. Patient demographics and comorbidities were compared between cohorts using bivariate logistic regression analysis. Multivariate logistic regression, adjusted for all significantly associated patient demographics and comorbidities, was used to identify associations between the MF-6 score and postoperative complications. Results Of total, 9228 patients were included in this study: 8764 (95.0%) had MF-6 <3, and 464 (5.0%) patients had MF-6 ≥3. Multivariate analysis found MF-6 ≥3 to be independently associated with higher rates of urinary tract infection (odds ratio [OR]: 2.79, 95% confidence interval [CI]: 1.49-5.23; P = .001), blood transfusion (OR: 1.53, 95% CI: 1.01-2.32; P = .045), readmission (OR: 1.58, 95% CI: 1.06-2.35; P = .024), and non-home discharge (OR: 2.60, 95% CI: 2.08-3.25; P < .001). Conclusion A high MF-6 score (≥3) in patients aged 65 and older is independently associated with higher rates of urinary tract infection, blood transfusion, readmission, and non-home discharge following TSA. The MF-6 score can be easily calculated preoperatively and may allow for better preoperative risk stratification.
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Affiliation(s)
- Kenny Ling
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Justice U. Achonu
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Robert Martino
- Department of Orthopaedics, SUNY Upstate Norton College of Medicine, Syracuse, NY, USA
| | - Steven H. Liu
- Department of Orthopaedics, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - David E. Komatsu
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Edward D. Wang
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
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Dengler J, Gheewala H, Kraft CN, Hegewald AA, Dörre R, Heese O, Gerlach R, Rosahl S, Maier B, Burger R, Wutzler S, Carl B, Ryang YM, Hau KT, Stein G, Gulow J, Allam A, Abduljawwad N, Rico Gonzalez G, Kuhlen R, Hohenstein S, Bollmann A, Stoffel M. Changes in frailty among patients hospitalized for spine pathologies during the COVID-19 pandemic in Germany-a nationwide observational study. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:19-30. [PMID: 37971536 DOI: 10.1007/s00586-023-08014-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 11/19/2023]
Abstract
PURPOSE In spine care, frailty is associated with poor outcomes. The aim of this study was to describe changes in frailty in spine care during the coronavirus disease 2019 (COVID-19) pandemic and their relation to surgical management and outcomes. METHODS Patients hospitalized for spine pathologies between January 1, 2019, and May 17, 2022, within a nationwide network of 76 hospitals in Germany were retrospectively included. Patient frailty, types of surgery, and in-hospital mortality rates were compared between pandemic and pre-pandemic periods. RESULTS Of the 223,418 included patients with spine pathologies, 151,766 were admitted during the pandemic and 71,652 during corresponding pre-pandemic periods in 2019. During the pandemic, the proportion of high-frailty patients increased from a range of 5.1-6.1% to 6.5-8.8% (p < 0.01), while the proportion of low frailty patients decreased from a range of 70.5-71.4% to 65.5-70.1% (p < 0.01). In most phases of the pandemic, the Elixhauser comorbidity index (ECI) showed larger increases among high compared to low frailty patients (by 0.2-1.8 vs. 0.2-0.8 [p < 0.01]). Changes in rates of spine surgery were associated with frailty, most clearly in rates of spine fusion, showing consistent increases among low frailty patients (by 2.2-2.5%) versus decreases (by 0.3-0.8%) among high-frailty patients (p < 0.02). Changes in rates of in-hospital mortality were not associated with frailty. CONCLUSIONS During the COVID-19 pandemic, the proportion of high-frailty patients increased among those hospitalized for spine pathologies in Germany. Low frailty was associated with a rise in rates of spine surgery and high frailty with comparably larger increases in rates of comorbidities.
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Affiliation(s)
- Julius Dengler
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany.
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany.
| | - Hussain Gheewala
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | - Clayton N Kraft
- Department of Orthopedics, Trauma Surgery and Hand Unit, HELIOS Klinikum Krefeld, Krefeld, Germany
| | - Aldemar A Hegewald
- Department of Neurosurgery, VAMED Ostsee Hospital Damp, Ostseebad Damp, Germany
| | - Ralf Dörre
- Department of Neurosurgery, HELIOS Hospital St. Marienberg, Helmstedt, Germany
| | - Oliver Heese
- Department of Neurosurgery and Spinal Surgery, HELIOS Hospital Schwerin - University Campus of MSH Medical School Hamburg, Schwerin, Germany
| | - Rüdiger Gerlach
- Department of Neurosurgery, HELIOS Hospital Erfurt, Erfurt, Germany
| | - Steffen Rosahl
- Department of Neurosurgery, HELIOS Hospital Erfurt, Erfurt, Germany
| | - Bernd Maier
- Department of Trauma and Orthopedic Surgery, HELIOS Hospital Pforzheim, Pforzheim, Germany
| | - Ralf Burger
- Department of Neurosurgery, HELIOS Hospital Uelzen, Uelzen, Germany
| | - Sebastian Wutzler
- Department of Trauma, Hand and Orthopedic Surgery, HELIOS Dr. Horst Schmidt Kliniken Wiesbaden, Wiesbaden, Germany
| | - Barbara Carl
- Department of Neurosurgery, University of Marburg, Marburg, Germany
- Marburg Center for Mind, Brain and Behavior (MCMBB), Marburg, Germany
- Department of Neurosurgery, HELIOS Dr. Horst Schmidt Kliniken, Wiesbaden, Germany
| | - Yu-Mi Ryang
- Department of Neurosurgery and Spine Center, HELIOS Hospital Berlin Buch, Berlin, Germany
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Munich, Germany
| | - Khanh Toan Hau
- Department of Spine Surgery, HELIOS Hospital Duisburg, Duisburg, Germany
| | - Gregor Stein
- Department of Orthopaedic, Trauma and Spine Surgery, HELIOS Hospital Siegburg, Siegburg, Germany
| | - Jens Gulow
- Department of Spine Surgery, HELIOS Park-Klinikum Leipzig, Leipzig, Germany
| | - Ali Allam
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Anesthesiology and Intensive Care Medicine, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | - Nehad Abduljawwad
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | - Gerardo Rico Gonzalez
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Campus Bad Saarow, Bad Saarow, Germany
- Department of Neurosurgery, HELIOS Hospital Bad Saarow, Bad Saarow, Germany
| | | | - Sven Hohenstein
- Real World Evidence and Health Technology Assessment, Helios Health Institute, Berlin, Germany
| | - Andreas Bollmann
- Real World Evidence and Health Technology Assessment, Helios Health Institute, Berlin, Germany
- Department of Electrophysiology, Heart Center Leipzig at Leipzig University, Leipzig, Germany
| | - Michael Stoffel
- Department of Neurosurgery, HELIOS Hospital Krefeld, Krefeld, Germany
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Zhuang T, Kamal RN. Strategies for Perioperative Optimization in Upper Extremity Fracture Care. Hand Clin 2023; 39:617-625. [PMID: 37827614 DOI: 10.1016/j.hcl.2023.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
Perioperative optimization in upper extremity fracture care must balance the need for timely treatment with the benefits of medical optimization. Care pathways directed at optimizing glycemic control, chronic anticoagulation, smoking history, nutrition, and frailty can reduce surgical risk in upper extremity fracture care. The development of multidisciplinary approaches that tie risk modification with risk stratification is needed.
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Affiliation(s)
- Thompson Zhuang
- Department of Orthopaedic Surgery, VOICES Health Policy Research Center, Stanford University, 450 Broadway Street MC: 6342, Redwood City, CA 94603, USA
| | - Robin N Kamal
- Department of Orthopaedic Surgery, VOICES Health Policy Research Center, Stanford University, 450 Broadway Street MC: 6342, Redwood City, CA 94603, USA.
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