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Paladugu A, Donnelly M, Grigorian A, Swentek L, Kuza C, Yamamoto K, Shipley J, Nguyen N, Nahmias J. Inpatient Cost of Trauma Care Versus Repair of Elective Open Inguinal Hernias: Nationwide Trends Over Nearly a Decade. Am Surg 2025; 91:807-812. [PMID: 39837797 DOI: 10.1177/00031348251313995] [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] [Indexed: 01/23/2025]
Abstract
Purpose: Concerns exist regarding increased trauma activation fees at the expense of vulnerable patients. In contrast, elective open inguinal hernia repair (E-OIHR) has remained relatively fixed in terms of technique. This study aimed to examine health care costs for E-OIHR and trauma patients, hypothesizing trauma cost would increase from 2010 to 2018, while E-OIHR cost would remain unchanged. Methods: The Nationwide Inpatient Sample database was queried (2010-2018) for admitted patients undergoing unilateral E-OIHR or trauma-related admission. Health care costs per admission, total annual costs, and trends of E-OIHR and trauma admissions were also examined. Multiple linear regression was used to estimate the association of individual- and hospital-level variables with total costs. Results: Unilateral E-OIHR admission cost more than doubled per case in 2018. Trauma cost per admission also increased, however, only by 34%. Total costs for all E-OIHR admissions increased 26%, whereas trauma admission costs increased 32%. Both trauma admissions and unilateral E-OIHR admissions decreased; however, E-OIHR admissions decreased more. Multiple linear regression demonstrated compared to the cost of E-OIHR, trauma care decreased when adjusting for year, age, severity, hospital type, and length of stay (P < .001). Conclusion: The rate of increase in cost per unilateral E-OIHR admission exceeded that of trauma. However, the total economic burden for trauma care increased by billions of dollars due to a steady increase in per incidence cost and only slightly lower rates of trauma admissions. Increased focus on high-value care to curtail increasing costs of E-OIHR and especially trauma appears warranted.
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Affiliation(s)
- Anushka Paladugu
- Department of Surgery, University of California, Irvine, Orange, CA, USA
| | - Megan Donnelly
- Department of Surgery, University of California, Irvine, Orange, CA, USA
| | - Areg Grigorian
- Department of Surgery, University of California, Irvine, Orange, CA, USA
| | - Lourdes Swentek
- Department of Surgery, University of California, Irvine, Orange, CA, USA
| | - Catherine Kuza
- Department of Anesthesiology, University of Southern California, Los Angeles, CA, USA
| | - Kurt Yamamoto
- Center for Statistical Consulting, University of California, Irvine, Orange, CA, USA
| | - Jonathan Shipley
- Department of Surgery, University of California, Irvine, Orange, CA, USA
| | - Ninh Nguyen
- Department of Surgery, University of California, Irvine, Orange, CA, USA
| | - Jeffry Nahmias
- Department of Surgery, University of California, Irvine, Orange, CA, USA
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Lutsic JJ, Lutsic SE, Ibrahim DS, Augusta MC, Robinson JD, Tong KM, Saffarian MR, Nogel SE, Fitton NJ. The Effect of Sport Specialization on Injury Risk in NCAA Athletes: Results From the SAFE Consortium. Clin J Sport Med 2024; 34:578-582. [PMID: 39171957 DOI: 10.1097/jsm.0000000000001225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 04/10/2024] [Indexed: 08/23/2024]
Abstract
OBJECTIVE Youth athletes are beginning to specialize in a single sport more often. Previous studies in sports medicine and orthopedics have shown an association between intensity of sport specialization and incidence of injuries. This study is the first of its kind to explore the effects of early sport specialization on injury risk through a multicenter framework with a concentration on NCAA athletics. DESIGN Retrospective cohort study. SETTING SAFE Consortium. PARTICIPANTS A total of 211 collegiate athletes from the NCAA's 3 levels of competition: Division I, II, and III. Data were collected by the SAFE investigators. INTERVENTION N/A. MAIN OUTCOME MEASURES Participants completed a questionnaire about their demographics, sport participation, specialization status, physical injuries, recovery period, and treatment method. Specialization status was calculated with a previously published 3-point scale: low, moderate, and high. Injuries were categorized as upper extremity injuries (UEIs) and lower extremity injuries (LEIs). RESULTS Highly specialized athletes were more likely to report UEIs and LEIs than low specialized athletes ( P < 0.0001). Moderate specialization, in contrast to low specialization, was associated with a higher likelihood of LEIs ( P = 0.03) but not UEIs ( P = 0.052). Highly specialized athletes were more likely to report an injury of any kind. CONCLUSIONS The SAFE investigators found high specialization was associated with a history of UEIs and LEIs. Return to play was longer for highly specialized athletes versus low specialized athletes (112 days and 85 days, respectively). Highly specialized athletes were more likely to be from Division I and to require surgery.
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Affiliation(s)
- Jared J Lutsic
- Michigan State University, College of Osteopathic Medicine, East Lansing, Michigan
| | - Seth E Lutsic
- Campbell University, School of Osteopathic Medicine, Lillington, North Carolina
| | - David S Ibrahim
- Michigan State University, College of Osteopathic Medicine, East Lansing, Michigan
| | - Matthew C Augusta
- University of New England, College of Osteopathic Medicine, Biddeford, Maine
| | | | - Kevin M Tong
- Defiance College, Department of Kinesiology, Defiance, Ohio
| | - Mathew R Saffarian
- Michigan State University, College of Osteopathic Medicine, East Lansing, Michigan
- Michigan State University, Department of Orthopedics, East Lansing, Michigan; and
| | - Sally E Nogel
- Michigan State University, Department of Athletics, East Lansing, Michigan
| | - Nathan J Fitton
- Michigan State University, College of Osteopathic Medicine, East Lansing, Michigan
- Michigan State University, Department of Orthopedics, East Lansing, Michigan; and
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Barrett T, Faulk R, Sergeant AM, Boberg J, Bartels M, Colonel ML, Saxon LA. Force plate assessments in reconnaissance marine training company. BMC Sports Sci Med Rehabil 2024; 16:16. [PMID: 38218881 PMCID: PMC10790259 DOI: 10.1186/s13102-023-00796-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 12/19/2023] [Indexed: 01/15/2024]
Abstract
The ability to obtain dynamic movement assessments using force plate technology holds the promise of providing more detailed knowledge of the strength, balance and forces generated by active-duty military personnel. To date, there are not well-defined use cases for implementation of force plate assessments in military training environments. We sought to determine if force plate technology assessments could provide additional insights, related to the likelihood of graduation, beyond that provided by traditional physical fitness tests (PFT's), in an elite Marine training school. Serial force plate measures were also obtained on those Marines successfully completing training to determine if consistent measures reflecting the effects of training on muscle skeletal load-over-time could be accurately measured. A pre-training force plate assessment performed in 112 Marines did not predict graduation rates. For Marines who successfully completed the course, serial measures obtained throughout training were highly variable for each individual and no firm conclusions could be drawn related to load imposed or the fitness attained during training.
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Affiliation(s)
- Trevor Barrett
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States
| | - Robert Faulk
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States
| | - Army Master Sergeant
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States
| | - Jill Boberg
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States
| | - Matthew Bartels
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States
| | - Marine Lieutenant Colonel
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States
| | - Leslie A Saxon
- University of Southern California Institute for Creative Technologies, Center for Body Computing, Los Angeles, CA, United States.
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Bird MB, Koltun KJ, Mi Q, Lovalekar M, Martin BJ, Doyle TLA, Nindl BC. Predictive utility of commercial grade technologies for assessing musculoskeletal injury risk in US Marine Corps Officer candidates. Front Physiol 2023; 14:1088813. [PMID: 36733913 PMCID: PMC9887107 DOI: 10.3389/fphys.2023.1088813] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 01/05/2023] [Indexed: 01/18/2023] Open
Abstract
Recently, commercial grade technologies have provided black box algorithms potentially relating to musculoskeletal injury (MSKI) risk and functional movement deficits, in which may add value to a high-performance model. Thus, the purpose of this manuscript was to evaluate composite and component scores from commercial grade technologies associations to MSKI risk in Marine Officer Candidates. 689 candidates (Male candidates = 566, Female candidates = 123) performed counter movement jumps on SPARTA™ force plates and functional movements (squats, jumps, lunges) in DARI™ markerless motion capture at the start of Officer Candidates School (OCS). De-identified MSKI data was acquired from internal OCS reports for those who presented to the Physical Therapy department for MSKI treatment during the 10 weeks of training. Logistic regression analyses were conducted to validate the utility of the composite scores and supervised machine learning algorithms were deployed to create a population specific model on the normalized component variables in SPARTA™ and DARI™. Common MSKI risk factors (cMSKI) such as older age, slower run times, and females were associated with greater MSKI risk. Composite scores were significantly associated with MSKI, although the area under the curve (AUC) demonstrated poor discrimination (AUC = .55-.57). When supervised machine learning algorithms were trained on the normalized component variables and cMSKI variables, the overall training models performed well, but when the training models were tested on the testing data the models classified MSKI "by chance" (testing AUC avg = .55-.57) across all models. Composite scores and component population specific models were poor predictors of MSKI in candidates. While cMSKI, SPARTA™, and DARI™ models performed similarly, this study does not dismiss the use of commercial technologies but questions the utility of a singular screening task to predict MSKI over 10 weeks. Further investigations should evaluate occupation specific screening, serial measurements, and/or load exposure for creating MSKI risk models.
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Affiliation(s)
- Matthew B. Bird
- Department of Sports Medicine and Nutrition, Neuromuscular Research Laboratory/Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States,*Correspondence: Matthew B. Bird,
| | - Kristen J. Koltun
- Department of Sports Medicine and Nutrition, Neuromuscular Research Laboratory/Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - Qi Mi
- Department of Sports Medicine and Nutrition, Neuromuscular Research Laboratory/Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - Mita Lovalekar
- Department of Sports Medicine and Nutrition, Neuromuscular Research Laboratory/Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - Brian J. Martin
- Department of Sports Medicine and Nutrition, Neuromuscular Research Laboratory/Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - Tim L. A. Doyle
- Department of Health Sciences, Biomechanics, Physical Performance and Exercise Research Group, Macquarie University, Sydney, NSW, Australia
| | - Bradley C. Nindl
- Department of Sports Medicine and Nutrition, Neuromuscular Research Laboratory/Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States
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Hando BR, Scott WC, Bryant JF, Tchandja JN, Angadi SS. The Use of Force Plate Vertical Jump Scans to Identify Special Warfare Trainees at Risk for Musculoskeletal Injury: A Large Cohort Study. Am J Sports Med 2022; 50:1687-1694. [PMID: 35384740 DOI: 10.1177/03635465221083672] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Vertical jump scans from commercially available force plate systems are increasingly used in military settings to screen for musculoskeletal injury (MSKI) risk. However, to date, no studies have determined the ability of these tools to identify tactical athletes at elevated risk for MSKI. PURPOSE To (1) determine associations between scores from a force plate vertical jump test and the likelihood of experiencing an MSKI and to (2) establish the test-retest reliability of the output scores from the force plate system used. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS A total of 823 male Air Force Special Warfare trainees underwent force plate vertical jump screenings before entering an 8-week training course at US Air Force Special Warfare Training Wing. MSKI data were collected for the 8-week surveillance period for each trainee. Logistic regression analyses were used to identify associations between baseline force plate jump scores and the likelihood of MSKI (any region) or a lower extremity MSKI (significance level, P = .05). The test-retest portion of the study collected force plate output scores from 12 trainees performing 3 trials of the standard test procedures. The reliability of 5 output scores was assessed with intraclass correlation coefficients (ICCs) using a single rater. RESULTS All force plate output scores demonstrated excellent test-retest reliability (ICC >0.90). Overall 308 (36.4%) trainees had an MSKI during the surveillance period. However, no significant associations were found between the proprietary force plate vertical jump scan output scores and the likelihood of experiencing either an MSKI or a lower extremity MSKI. CONCLUSION Output scores from this commercially available force plate system did not identify Air Force Special Warfare trainees at elevated risk of experiencing an MSKI.
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Affiliation(s)
- Ben R Hando
- US Air Force Special Warfare Training Wing, Joint Base San Antonio, Lackland, Texas, USA
| | - W Casan Scott
- US Air Force Special Warfare Training Wing, Joint Base San Antonio, Lackland, Texas, USA
| | - Jacob F Bryant
- US Air Force Special Warfare Training Wing, Joint Base San Antonio, Lackland, Texas, USA
| | - Juste N Tchandja
- US Air Force Special Warfare Training Wing, Joint Base San Antonio, Lackland, Texas, USA
| | - Siddhartha S Angadi
- Department of Kinesiology, School of Education and Human Development, University of Virginia, Charlottesville, Virginia, USA
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Walker CR, Belisario JCY, Vasudevan JM. Suprascapular Neuropathy in Collegiate Tennis Player: A Case Report. Cureus 2021; 13:e20824. [PMID: 35141080 PMCID: PMC8802659 DOI: 10.7759/cureus.20824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2021] [Indexed: 11/16/2022] Open
Abstract
Suprascapular neuropathy can be seen in overhead athletes and should be considered when evaluating an overhead athlete presenting with shoulder pain and/or weakness. The suprascapular nerve innervates the supraspinatus and the infraspinatus, but dynamic entrapment as it passes under the spinoglenoid ligament at the spinoglenoid notch can lead to isolated denervation of the infraspinatus. Specific movements common in tennis cause tensioning and compression of the spinoglenoid ligament and may predispose players to dynamic entrapment at this location. We present a case of an 18-year-old male collegiate tennis player presenting with suprascapular neuropathy causing isolated denervation of the infraspinatus. This case illustrates the consequences of noncompliance with physical therapy and serves as a review of the pathophysiology, evaluation, and treatment of suprascapular neuropathy.
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