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Bunn PDS, Sodré RDS, Matos MI, Saliba GF, Silva GDP, Caldas R, Esteves JDS, Silva EB. Effects of prevention programmes on injury risk in military personnel: a systematic review with meta-analysis. BMJ Mil Health 2024; 170:529-536. [PMID: 35732343 DOI: 10.1136/bmjmilitary-2022-002098] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/04/2022] [Indexed: 12/04/2022]
Abstract
INTRODUCTION Exercise programmes have been used to prevent injuries in military personnel, as they can reduce modifiable risk factors for injuries. Our aim was to review the literature to evaluate the effects of different exercise protocols on the prevention of injuries in military personnel. METHODS A systematic literature review examined the effects of different exercise protocols on the prevention of musculoskeletal injuries in the military. Several databases were explored to find experimental studies that investigated the effects of prevention programmes on the risk of injury. We have extracted from the studies: profile of participants, sample size, study design and characteristics of the control group (CG), the type of intervention and the relative risk (RR) in the experimental group and CG, with their significance levels. For data analysis, we used the RevMan V.5.3 software. The measure of RR was investigated. The risk of publication bias was analysed with Begg's test. RESULTS A total of 13 694 titles and studies were recovered from the databases and by manual search. After the removal of duplicate titles and studies that did not meet the eligibility criteria, 17 studies were selected. The protocols were composed of neuromuscular training, stretching, agility training or combined exercises. The meta-analysis showed that injury prevention exercise programmes reduced the risk of musculoskeletal injuries in military personnel by 14% (RR=0.86; 95% CI=0.76 to 0.98). CONCLUSION Injury prevention exercise programmes promoted a slight reduction in the risk of musculoskeletal injuries in military personnel. LEVEL OF EVIDENCE Very low. TRIAL REGISTRATION NUMBER CRD 42017077946.
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Affiliation(s)
- Priscila Dos Santos Bunn
- Laboratório de Pesquisa em Ciências do Exercício (LABOCE), Centro de Educação Física Almirante Adalberto Nunes (CEFAN), Rio de Janeiro, Rio de Janeiro, Brazil
- Programa de Pós-Graduação em Ciências do Exercício e do Esporte (PPGCEE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - R D S Sodré
- Programa de Pós-Graduação em Ciências do Exercício e do Esporte (PPGCEE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - M I Matos
- Programa de Pós-Graduação em Ciências do Exercício e do Esporte (PPGCEE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - G F Saliba
- Programa de Pós-Graduação em Ciências da Reabilitação, Centro Universitário Augusto Motta (UNISUAM), Rio de Janeiro, Rio de Janeiro, Brazil
| | - G D P Silva
- Programa de Pós-Graduação em Ciências do Exercício e do Esporte (PPGCEE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - R Caldas
- Programa de Pós-Graduação em Ciências do Exercício e do Esporte (PPGCEE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - J D S Esteves
- Laboratório de Pesquisa em Ciências do Exercício (LABOCE), Centro de Educação Física Almirante Adalberto Nunes (CEFAN), Rio de Janeiro, Rio de Janeiro, Brazil
| | - E B Silva
- Programa de Pós-Graduação em Ciências do Exercício e do Esporte (PPGCEE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
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Alcover KC, Howard K, Poltavskiy E, Derminassian AD, Nickel MS, Allard RJ, Dao B, Stewart IJ, Howard JT. Disease and Non-Battle Injury in Deployed Military: A Systematic Review and Meta-analysis. Mil Med 2024; 189:21-30. [PMID: 39160823 DOI: 10.1093/milmed/usae033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 11/30/2023] [Accepted: 02/02/2024] [Indexed: 08/21/2024] Open
Abstract
INTRODUCTION Disease and non-battle injury (DNBI) has historically been the leading casualty type among service members in warfare and a leading health problem confronting military personnel, resulting in significant loss of manpower. Studies show a significant increase in disease burden for DNBI when compared to combat-related injuries. Understanding the causes of and trends in DNBI may help guide efforts to develop preventive measures and help increase medical readiness and resiliency. However, despite its significant disease burden within the military population, DNBI remains less studied than battle injury. In this review, we aimed to evaluate the recently published literature on DNBI and to describe the characteristics of these recently published studies. MATERIALS AND METHODS This systematic review is reported in the Prospective Register of Systematic Reviews database. The systematic search for published articles was conducted through July 21, 2022, in Cumulative Index of Nursing and Allied Health, Cochrane Library, Defense Technical Information Center, Embase, and PubMed. Guided by the Preferred Reporting Items for Systematic Reviews and Meta-analyses, the investigators independently screened the reference lists on the Covidence website (covidence.org). An article was excluded if it met any of the following criteria: (1) Published not in English; (2) published before 2010; (3) data used before 2001; (4) case reports, commentaries, and editorial letters; (5) systematic reviews or narrative reviews; (6) used animal models; (7) mechanical or biomechanical studies; (8) outcome was combat injury or non-specified; (9) sample was veterans, DoD civilians, contractors, local nationals, foreign military, and others; (10) sample was U.S. Military academy; (11) sample was non-deployed; (12) bioterrorism study; (13) qualitative study. The full-text review of 2 independent investigators reached 96% overall agreement (166 of 173 articles; κ = 0.89). Disagreements were resolved by a third reviewer. Study characteristics and outcomes were extracted from each article. Risk of bias was assessed using the Newcastle-Ottawa Scale. Meta-analysis of pooled estimates of incidence rates for disease (D), non-battle injury (NBI), and combined DNBI was created using random-effects models. RESULTS Of the 3,401 articles, 173 were included for the full review and 29 (16.8%) met all inclusion criteria. Of the 29 studies included, 21 (72.4%) were retrospective designs, 5 (17.2%) were prospective designs, and 3 (10.3%) were surveys. Across all studies, the median number of total cases reported was 1,626 (interquartile range: 619.5-10,203). The results of meta-analyses for 8 studies with reported incidence rates (per 1,000 person-years) for D (n = 3), NBI (n = 7), and DNBI (n = 5) showed pooled incidence rates of 22.18 per 1,000 person-years for D, 19.86 per 1,000 person-years for NBI, and 50.97 per 1,000 person-years for combined DNBI. Among 3 studies with incidence rates for D, NBI, and battle injury, the incidence rates were 20.32 per 1,000 person-years for D, 6.88 per 1,000 person-years for NBI, and 6.83 per 1,000 person-years for battle injury. CONCLUSIONS DNBI remains the leading cause of morbidity in conflicts involving the U.S. Military over the last 20 years. More research with stronger designs and consistent measurement is needed to improve medical readiness and maintain force lethality. LEVEL OF EVIDENCE Systematic Review and Meta-Analysis, Level III.
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Affiliation(s)
- Karl C Alcover
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Krista Howard
- Department of Psychology, Texas State University, San Marcos, TX 78666, USA
- Military & Health Research Foundation, Laurel, MD 20723, USA
| | - Eduard Poltavskiy
- Military & Health Research Foundation, Laurel, MD 20723, USA
- Travis AFB, David Grant USAF Medical Center, Fairfield, CA 94533, USA
| | | | | | - Rhonda J Allard
- James A. Zimble Learning Resource Center, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Bach Dao
- Military & Health Research Foundation, Laurel, MD 20723, USA
| | - Ian J Stewart
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- Military Cardiovascular Outcomes Research (MiCOR), Bethesda, MD 20814, USA
| | - Jeffrey T Howard
- Military & Health Research Foundation, Laurel, MD 20723, USA
- Department of Public Health, University of Texas-San Antonio, San Antonio, TX 78249, USA
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Mansor S, Ziu N, Almissmary H, Alawami M, Bujazia A, Eltarhoni A. Abdominal versus pelvic gunshot injuries in terms of postoperative outcomes: A cohort representing the experience of 406 cases in seven years. Turk J Surg 2024; 40:36-46. [PMID: 39036010 PMCID: PMC11257720 DOI: 10.47717/turkjsurg.2024.6303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 03/07/2024] [Indexed: 07/23/2024]
Abstract
Objectives Gunshot injuries have become a significant problem globally. This study aimed to assess the differences between abdominal versus pelvic gunshot injuries in terms of postoperative outcomes to determine which type of injury is more lethal. Material and Methods This was a cohort study carried out to compare patients who had abdominal versus pelvic gunshot injuries, to analyse the differences in the impact of the anatomical site of injury on morbidity, mortality, and disabilities in all patients who had been admitted to the hospital due to torso gunshot injuries from February 2011 to December 2018. Results During the study period, 406 patients suffered from torso gunshot injuries. 391 were males and 15 were females; 343 (84.4%) patients had abdominal gunshot wounds, which were considered the first group, while in the second group, there were 63 (15.6%) patients who had pelvic gunshot wounds In the first group, 328 (95.6%) patients required urgent explorative laparotomy, complications were observed in 83 (24.2%) patients, while re-operations were reported in 51 (14.9%) patients and 11 (3.2%) patients had permanent functional disabilities, and 46 (13.4%) patients passed away. In the second group, all patients were treated with urgent explorative laparotomy, 17 (27%) patients suffered from complications, re-operation occurred in 13 (20.6%) patients, permeant functional disability occurred in 17 (27%) patients, and mortality was seen in 16 (25.4%) patients. Conclusion Our clinical experience has shown that mortality rates and long-term disability occur at a higher rate in pelvic gunshot injuries therefore early senior surgeon input is mandatory for the potential poor outcome to be minimized.
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Affiliation(s)
- Salah Mansor
- Department of General Trauma and Acute Care Surgery, Benghazi University Faculty of Medicine, Al-Jalaa Teaching Hospital, Benghazi, Libya
- Department of Surgery, Libyan International Medical University Faculty of Medicine, Benghazi, Libya
| | - Naman Ziu
- Department of General Trauma and Acute Care Surgery, Benghazi University Faculty of Medicine, Al-Jalaa Teaching Hospital, Benghazi, Libya
| | - Hannibal Almissmary
- Department of General Trauma and Acute Care Surgery, Benghazi University Faculty of Medicine, Al-Jalaa Teaching Hospital, Benghazi, Libya
| | - Mohammed Alawami
- Department of General Trauma and Acute Care Surgery, Benghazi University Faculty of Medicine, Al-Jalaa Teaching Hospital, Benghazi, Libya
| | - Ayoub Bujazia
- Department of Diagnostic Radiology, Benghazi University Faculty of Medicine, Benghazi Medical Center, Benghazi, Libya
| | - Ahmed Eltarhoni
- Department of Family and Community Medicine, Benghazi University Faculty of Medicine, Benghazi, Libya
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Fisher TF, Rider DE, Waterman BR, Belmont PJ. Occupational and Functional Outcomes following Patellofemoral Arthroplasty in U.S. Military Servicemembers. J Knee Surg 2024; 37:175-182. [PMID: 36720244 DOI: 10.1055/s-0043-1761201] [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] [Indexed: 02/02/2023]
Abstract
The functional outcomes in patients undergoing patellofemoral arthroplasty (PFA) with high occupational demands have not been fully examined. This study assessed return to work and conversion to TKA rates following PFA in a young, military cohort. Patient demographics, pain scores, and surgical information were retrospectively collected for all active-duty military members who underwent PFA over a 4-year period. The data were then analyzed to calculate return to work, conversion to TKA, and perioperative complications rates. A total of 48 servicemembers with 60 total PFAs (36 unilateral, 12 bilateral) were included, with a mean follow up of 2.2 years. At the final follow-up, 83% of servicemembers returned to military service or completed their service obligation after PFA. Conversion to TKA occurred in three (6.2%) patients at an average of 2.4 years after PFA, resulting in a PFA annual revision rate of 2.3%. The mean numeric rating scale for pain improved from 4.9 ± 2.6 at baseline to 2.5 ± 2.0 postoperatively (p < 0.001). Servicemembers with at least one prior ipsilateral knee procedure had a significantly decreased odds ratio (OR) for both occupational outcome failure (OR, 0.03; 95% confidence interval [CI], 0-0.29) and overall failure (OR, 0.13; 95% CI, 0.02-0.78). At an average of 2 years following PFA, 83% of military members returned to duty, with a low rate of revision to TKA. Prior ipsilateral knee procedure decreased the probability of medical separation. LEVEL OF EVIDENCE: IV.
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Affiliation(s)
- Tuesday F Fisher
- Orthopedic Surgery and Rehabilitation, Evans Army Community Hospital, Fort Carson, Colorado
| | - Danielle E Rider
- Orthopedic Surgery, Emory University School of Medicine, Atlanta, Georgia
| | - Brian R Waterman
- Department of Orthopaedic Surgery, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Philip J Belmont
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland
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Jordan JA, Polmear MM, Wells ME, Dunn JC. Traumatic Finger Amputation in the U.S. Military. Mil Med 2024; 189:321-325. [PMID: 36519500 DOI: 10.1093/milmed/usac390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/24/2022] [Accepted: 11/19/2022] [Indexed: 01/31/2024] Open
Abstract
INTRODUCTION Finger amputations can lead to loss of work time and suboptimal function, particularly in the active duty military. There is a paucity of epidemiologic and outcome data for these injuries. The purposes of this study are to define key demographic data pertaining to transphalangeal finger amputations in the U.S. Military and to assess epidemiological data to define risk factors for medical readiness following finger injuries. MATERIALS AND METHODS This was a retrospective review of the military electronic medical record of encounters between 2016 and 2019 with traumatic transphalangeal amputation ICD 10 codes S68.5 (thumb) and S68.6 (finger). Primary outcomes included median military occupational activity limitation length, ability to return to duty, and medical separation from the military. RESULTS A total of 235 patients were included in the final dataset. 221 (94.0%) of these service members were able to return to full duty, although 14 (6.0%) underwent medical separation from the military because of their finger injuries. The median limited duty timeline was 6 weeks. Significant risk factors identified that led to increased rates of medical separation were the use of tobacco (odds ratio [OR] of 5.53, 95% CI 1.21-25.29), junior enlisted status (OR of 5.51, 95% CI 1.67-18.17), and thumb or index finger involvement (OR of 3.50, 95% CI 1.13-10.83). CONCLUSIONS Within a physically high-demand population, traumatic finger amputation can limit duties and may lead to medical separation from service. Traumatic finger amputations are common and often require 6 weeks of restricted short-term disability, particularly in a tobacco-using, young, physically active cohort.
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Affiliation(s)
- James A Jordan
- Department of Orthopaedic Surgery, William Beaumont Army Medical Center, El Paso, TX 79918, USA
| | - Michael M Polmear
- Department of Orthopaedic Surgery, William Beaumont Army Medical Center, El Paso, TX 79918, USA
| | - Matthew E Wells
- Department of Orthopaedic Surgery, William Beaumont Army Medical Center, El Paso, TX 79918, USA
| | - John C Dunn
- Department of Orthopaedic Surgery, William Beaumont Army Medical Center, El Paso, TX 79918, USA
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Herrera-Escobar JP, Wang JY, Ye J, Dalton MK, Koehlmoos T, Schoenfeld AJ, Weissman JS, Cooper Z. In-hospital Outcomes for COVID-19 Patients in the Military Health System: Comparison of Military and Civilian Facility Treatment. Mil Med 2023; 188:e2639-e2645. [PMID: 36519441 DOI: 10.1093/milmed/usac393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/18/2022] [Accepted: 11/21/2022] [Indexed: 02/17/2024] Open
Abstract
INTRODUCTION Beneficiaries of TRICARE, an insurance program of the military health system, can choose to receive care within the private sector (fee-for-service) or direct (budget-based facilities with salaried providers) care setting. Previous studies in several specialties have shown that there are disparities in both resource utilization and outcomes between the two settings. In this study, we sought to determine differences in outcomes between coronavirus disease 2019 (COVID-19) patients treated in the private sector versus direct care. MATERIALS AND METHODS Using TRICARE claims data, we identified patients admitted to the hospital for COVID-19 between March and September 2020. Cases were classified, according to the facility where they were admitted for treatment, as private sector or direct care. We abstracted patient sociodemographic characteristics, comorbid conditions, and outcomes including in-hospital mortality, intensive care unit (ICU) admission, ventilator use, in-hospital complications, and 30-day readmission. We used multivariable regression models, adjusted for covariates, to determine the association between health care settings and outcomes. RESULTS A total of 3,177 patients were included. Of these, 2,147 (68%) and 1,030 (32%) received care in the private sector and direct care settings, respectively. The average age of the study cohort was 52 years (SD = 21), and 84% had at least one medical comorbidity. In adjusted analyses, we found significant differences in the rates of ICU admission, with patients treated in private sector care having lower odds of being admitted to the ICU (odds ratio, 0.64; 95% CI, 0.53-0.76). There were no significant differences in the rates of in-hospital mortality, ventilator use, in-hospital complications, and 30-day readmissions. CONCLUSION With the exception of ICU admission rates, which are higher in the direct care setting, we encountered comparable hospital-based outcomes for patients treated for COVID-19 within the military health system, whether care was received under private sector or direct care.
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Affiliation(s)
- Juan P Herrera-Escobar
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
| | - Joyce Y Wang
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
| | - Jamie Ye
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
| | - Michael K Dalton
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
- Department of Surgery, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Tracey Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02120, USA
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Crawford AM, Lightsey Iv HM, Xiong GX, Ye J, Call CM, Pomer A, Cooper Z, Simpson AK, Koehlmoos TP, Weissman JS, Schoenfeld AJ. Changes in Elective and Urgent Surgery Among TRICARE Beneficiaries During the COVID-19 Pandemic. Mil Med 2023; 188:e2397-e2404. [PMID: 36519498 DOI: 10.1093/milmed/usac391] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/14/2022] [Accepted: 11/22/2022] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND COVID-19 is known to have altered the capacity to perform surgical procedures in numerous health care settings. The impact of this change within the direct and private-sector settings of the Military Health System has not been effectively explored, particularly as it pertains to disparities in surgical access and shifting of services between sectors. We sought to characterize how the COVID-19 pandemic influenced access to care for surgical procedures within the direct and private-sector settings of the Military Health System. METHODS We retrospectively evaluated claims for patients receiving urgent and elective surgical procedures in March-September 2017, 2019, and 2020. The pre-COVID period consisted of 2017 and 2019 and was compared to 2020. We adjusted for sociodemographic characteristics, medical comorbidities, and region of care using multivariable Poisson regression. Subanalyses considered the impact of race and sponsor rank as a proxy for socioeconomic status. RESULTS During the period of the COVID-19 pandemic, there was no significant difference in the adjusted rate of urgent surgical procedures in direct (risk ratio, 1.00; 95% CI, 0.97-1.03) or private-sector (risk ratio, 0.99; 95% CI, 0.97-1.02) care. This was also true for elective surgeries in both settings. No significant disparities were identified in any of the racial subgroups or proxies for socioeconomic status we considered in direct or private-sector care. CONCLUSIONS We found a similar performance of elective and urgent surgeries in both the private sector and direct care during the first 6 months of the COVID-19 pandemic. Importantly, no racial disparities were identified in either care setting.
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Affiliation(s)
- Alexander M Crawford
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Harry M Lightsey Iv
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Grace X Xiong
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jamie Ye
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | | | - Alysa Pomer
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Andrew K Simpson
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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DiBartola AC, Magnussen RA, Everhart JS, Milliron E, Emery CF, Schiele SE, Harris KM, Schmitt L, Flanigan DC. Athletes and Nonathletes Show No Difference in Symptoms or Function Prior to Knee Surgery, but Those With Chronic Symptoms Show Increased Pain Catastrophizing and Kinesiophobia. Arthroscopy 2023; 39:1028-1034. [PMID: 36872027 DOI: 10.1016/j.arthro.2022.10.041] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 10/09/2022] [Accepted: 10/26/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE To determine whether preoperative psychological status before outpatient knee surgery is influenced by athletic status, symptom chronicity, or prior surgical history. METHODS International Knee Documentation Committee subjective scores (IKDC-S), Tegner Activity Scale scores, and Marx Activity Rating Scale scores were collected. Psychological and pain surveys included the McGill pain scale, Pain Catastrophizing Scale, Tampa Scale for Kinesiophobia 11, Patient Health Questionnaire 9, Perceived Stress Scale, New General Self-Efficacy Scale, and Life Orientation Test-Revised for optimism. Linear regression was used to determine the effects of athlete status, symptom chronicity (>6 months or ≤6 months), and history of prior surgery on preoperative knee function, pain, and psychological status after matching for age, sex, and surgical procedure. RESULTS In total, 497 knee surgery patients (247 athletes, 250 nonathletes) completed a preoperative electronic survey. All patients were age 14 years and older and had knee pathology requiring surgical treatment. Athletes were younger than nonathletes on average (mean [SD], 27.7 [11.4] vs 41.6 [13.5] years; P < .001). The most frequently reported level of play among athletes was intramural or recreational (n = 110, 44.5%). Athletes had higher preoperative IKDC-S scores (mean [SE], 2.5 [1.0] points higher; P = .015) and lower McGill pain scores compared to nonathletes (mean [SE] 2.0 [0.85] points lower; P = .017). After matching for age, sex, athlete status, prior surgery, and procedure type, having chronic symptoms resulted in higher preoperative IKDC-S (P < .001), pain catastrophizing (P < .001), and kinesiophobia scores (P = .044). CONCLUSIONS Athletes demonstrate no difference in symptom/pain and function scores preoperatively when compared to nonathletes of similar age, sex, and knee pathology, as well as no difference in multiple psychological distress outcomes measures. Patients with chronic symptoms have more pain catastrophizing and kinesiophobia, while those who have had prior knee surgeries have slightly higher preoperative McGill pain score. LEVEL OF EVIDENCE Level III, cross-sectional analysis of prospective cohort study data.
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Affiliation(s)
- Alex C DiBartola
- Department of Orthopaedics, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A
| | - Robert A Magnussen
- Department of Orthopaedics, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A; Department of Orthopaedics Sports Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A
| | | | - Eric Milliron
- The Ohio State University College of Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A
| | - Charles F Emery
- Department of Psychology, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A
| | - Steve E Schiele
- Department of Psychology, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A
| | - Kristie M Harris
- Department of Orthopaedics, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A
| | - Laura Schmitt
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, Ohio State University and Jameson Crane Sports Medicine Research Institute, Ohio State University, Columbus, Ohio, U.S.A
| | - David C Flanigan
- Department of Orthopaedics, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A; Department of Orthopaedics Sports Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A; Cartilage Restoration Program, Ohio State University Wexner Medical Center, Columbus, Ohio, U.S.A.
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Long-term Mental Health Trajectories of Injured Military Servicemembers: Comparing Combat to Noncombat Related Injuries. Ann Surg 2023; 277:506-511. [PMID: 34387207 DOI: 10.1097/sla.0000000000005165] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
OBJECTIVE We sought to quantify the impact of injury characteristics and setting on the development of mental health conditions, comparing combat to noncombat injury mechanisms. BACKGROUND Due to advances in combat casualty care, military service-members are surviving traumatic injuries at substantial rates. The nature and setting of traumatic injury may influence the development of subsequent mental health disorders more than clinical injury characteristics. METHODS TRICARE claims data was used to identify servicemembers injured in combat between 2007 and 2011. Controls were servicemembers injured in a noncombat setting matched by age, sex, and injury severity. The rate of development, and time to diagnosis [in days (d)], of 3 common mental health conditions (post-traumatic stress disorder, depression, and anxiety) among combat-injured servicemembers were compared to controls. Risk factors for developing a new mental health condition after traumatic injury were evaluated using multivariable logistic regression that controlled for confounders. RESULTS There were 3979 combat-injured servicemember and 3979 matched controls. The majority of combat injured servicemembers (n = 2524, 63%) were diagnosed with a new mental health condition during the course of follow-up, compared to 36% (n = 1415) of controls ( P < 0.001). In the adjusted model, those with combat-related injury were significantly more likely to be diagnosed with a new mental health condition [odds ratio (OR): 3.18, [95% confidence interval (CI): 2.88-3.50]]. Junior (OR: 3.33, 95%CI: 2.66-4.17) and senior enlisted (OR: 2.56, 95%CI: 2.07-3.17) servicemem-bers were also at significantly greater risk. CONCLUSIONS We found significantly higher rates of new mental health conditions among servicemembers injured in combat compared to service-members sustaining injuries in noncombat settings. This indicates that injury mechanism and environment are important drivers of mental health sequelae after trauma.
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Dalton MK, Jarman MP, Manful A, Koehlmoos TP, Cooper Z, Weissman JS, Schoenfeld AJ. The Hidden Costs of War: Healthcare Utilization Among Individuals Sustaining Combat-related Trauma (2007-2018). Ann Surg 2023; 277:159-164. [PMID: 33651722 DOI: 10.1097/sla.0000000000004844] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We sought to evaluate long-term healthcare requirements of American military servicemembers with combat-related injuries. SUMMARY OF BACKGROUND DATA US military conflicts since 2001 have produced the most combat casualties since Vietnam. Long-term consequences on healthcare utilization and associated costs remain unknown. METHODS We identified servicemembers who were treated for combat-related injuries between 2007 and 2011. Controls consisted of active-duty servicemembers injured in the civilian sector, without any history of combat-related trauma, matched (1:1) on year of injury, biologic sex injury severity, and age at time of injury. Surveillance was performed through 2018. Total annual healthcare expenditures were evaluated overall and then as expenditures in the first year after injury and for subsequent years. Negative binomial regression was used to identify the adjusted influence of combat injury on healthcare costs. RESULTS The combat-injured cohort consisted of 3981 individuals and we identified 3979 controls. Total healthcare utilization during the follow-up period resulted in median costs of $142,214 (IQR $61,428, $323,060) per combat-injured servicemember as compared to $50,741 (IQR $26,669, $104,134) among controls. Median expenditures, adjusted for duration of follow-up, for the combat-injured were $45,211 (IQR $18,698, $105,437). In adjusted analysis, overall costs were 30% higher (1.30; 95% confidence interval: 1.23, 1.37) for combat-injured personnel. CONCLUSION This investigation represents the longest continuous observation of healthcare utilization among individuals after combat injury and the first to assess costs. Expenditures were 30% higher for individuals injured as a result of combat-related trauma when compared to those injured in the civilian sector.
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Affiliation(s)
- Michael K Dalton
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115
| | - Molly P Jarman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115
| | - Adoma Manful
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814; and
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115
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Rodriguez M, Heida K, Rider DE, Goodman GP, Waterman BR, Belmont PJ. Occupational Outcomes and Revision Rates for Medial Unicondylar Knee Arthroplasty in U.S. Military Servicemembers. J Knee Surg 2022; 35:1393-1400. [PMID: 33607676 DOI: 10.1055/s-0041-1723968] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
This study evaluates return to work and revision rates for medial unicondylar knee arthroplasty (UKA) in a high-demand military cohort. Patient demographic and clinical variables were isolated from the medical records of active-duty military servicemembers with at least 2 years of postoperative follow-up and correlated with return to work, medial UKA survivorship, and perioperative complications. The medial UKA annual revision rate was calculated as the percentage of implants revised per observed component year. A total of 39 servicemembers underwent 46 primary medial UKAs (32 unilateral and 7 bilateral) with a mean follow-up of 3.9 (2.0-6.6) years. At a minimum of 2 years postoperatively, 33 (85%) servicemembers returned to military service or successfully completed their service obligation. Older servicemembers (odds ratio [OR] = 0.67; 95% confidence interval [CI]: 0.45, 0.99) had a significantly decreased OR for knee-related medical separation. Nine servicemembers (20%) had conversion to TKA at an average of 2.4 (range, 0.6-5.6) years with a medial UKA annual revision rate of 5%. When compared with Navy/Air Force, Army/Marine servicemembers had an increased TKA conversion rate (OR = 5.40; 95% CI: 1.13, 25.81). Older age decreased the likelihood of medical separation and Army/Marines service was the sole risk factor associated with conversion to TKA. The level of evidence is IV, therapeutic case series.
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Affiliation(s)
- Marina Rodriguez
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas
| | - Ken Heida
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas
| | | | - Gens P Goodman
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas
| | - Brian R Waterman
- Division of Sports Medicine, Department of Orthopaedic Surgery, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Philip J Belmont
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland
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Hering K, Fisher MWA, Dalton MK, Simpson AK, Ye J, Suneja N, Cooper Z, Koehlmoos TP, Schoenfeld AJ. Health-Care Utilization and Expenditures Associated with Long-Term Treatment After Combat and Non-Combat-Related Orthopaedic Trauma. J Bone Joint Surg Am 2022; 104:864-871. [PMID: 35142748 DOI: 10.2106/jbjs.21.01124] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND The long-term consequences of musculoskeletal trauma can be profound and can extend beyond the post-injury period. The surveillance of long-term expenditures among individuals who sustain orthopaedic trauma has been limited in prior work. We sought to compare the health-care requirements of active-duty individuals who sustained orthopaedic injuries in combat and non-combat (United States) environments using TRICARE claims data. METHODS We identified service members who sustained combat or non-combat musculoskeletal injuries between 2007 and 2011. Combat-injured personnel were matched to those in the non-combat-injured cohort on a 1:1 basis using biologic sex, year of the injury, Injury Severity Score (ISS), and age at the index hospitalization. Health-care utilization was surveyed through 2018. The total health-care expenditures over the post-injury period were the primary outcome. These were assessed as a total overall cost and then as costs adjusted per year of follow-up. We used negative binomial regression to identify the independent association between risk factors and health-care expenditures. RESULTS We identified 2,119 individuals who sustained combat-related orthopaedic trauma and 2,119 individuals who sustained non-combat injuries. The most common mechanism of injury within the combat-injured cohort was blast-related trauma (59%), and 418 individuals (20%) sustained an amputation. The total costs were $156,886 for the combat-injured group compared with $55,873 for the non-combat-injured group (p < 0.001). Combat-related orthopaedic injuries were associated with a 43% increase in health-care expenditures (incidence rate ratio, 1.43 [95% confidence interval, 1.19 to 1.73]). Severe ISS at presentation, ≥2 comorbidities, and amputations were also significantly associated with health-care utilization, as was junior enlisted rank, our proxy for socioeconomic status. CONCLUSIONS Health-care requirements and associated costs are substantial among service members sustaining combat and non-combat orthopaedic trauma. Given the sociodemographic characteristics of our cohort, we believe that these results are translatable to civilians who sustain similar types of musculoskeletal trauma.
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Affiliation(s)
| | - Miles W A Fisher
- Department of Orthopaedic Surgery, San Antonio Military Medical Center, Fort Sam Houston, Texas
| | - Michael K Dalton
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Andrew K Simpson
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jamie Ye
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nishant Suneja
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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Racial and Socioeconomic Disparities in CKD in the Context of Universal Health Care Provided by the Military Health System. Kidney Med 2022; 4:100381. [PMID: 35072045 PMCID: PMC8767122 DOI: 10.1016/j.xkme.2021.08.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Rationale & Objective Health-impeding social determinants of health—including reduced access to care—contribute to racial and socioeconomic disparities in chronic kidney disease (CKD). The Military Health System (MHS) provides an opportunity to assess a large, diverse population for CKD disparities in the context of universal health care. Study Design Cross-sectional study. Setting & Participants MHS beneficiaries aged 18 to 64 years receiving care between October 1, 2015, and September 30, 2018. Predictors Race, sponsor’s rank (a proxy for socioeconomic status and social class), median household income by sponsor’s zip code, and marital status. Outcome CKD prevalence, defined by International Classification of Diseases, Tenth Revision codes and/or a validated, laboratory value-based electronic phenotype. Analytical Approach Multivariable logistic regression compared CKD prevalence by predictors, controlling separately for confounders (age, sex, active-duty status, sponsor’s service branch, and depression) and mediators (hypertension, diabetes, HIV, and body mass index). Results Of 3,330,893 beneficiaries, 105,504 (3.2%) had CKD. In confounder-adjusted models, the CKD prevalence was higher in Black versus White beneficiaries (OR, 1.67; 95% CI, 1.64-1.70), but lower in single versus married beneficiaries (OR, 0.77; 95% CI, 0.76-0.79). The prevalence of CKD was increased among those with a lower military rank and among those with a lower median household income in a nearly dose-response fashion (P < 0.0001). Associations were attenuated when further adjusting for suspected mediators. Limitations The cross-sectional design prevents causal inferences. We may have underestimated the CKD prevalence, given a lack of data for laboratory tests conducted outside the MHS and the use of a specific CKD definition. The transient nature of the MHS population may limit the accuracy of zip code–level median household income data. Conclusions Racial and socioeconomic CKD disparities exist in the MHS despite universal health care coverage. The existence of CKD disparities by rank and median household income suggests that social risks may contribute to both racial and socioeconomic disparities despite access to universal health care coverage.
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Kegel JL, Kazman JB, Clifton DR, Deuster PA, de la Motte SJ. Self-Reported Health Indicators in the US Army: Longitudinal Analysis From a Population Surveillance System, 2014‒2018. Am J Public Health 2021; 111:2064-2074. [PMID: 34499537 PMCID: PMC8630498 DOI: 10.2105/ajph.2021.306456] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/16/2021] [Indexed: 11/04/2022]
Abstract
Objectives. To describe health-related behaviors or indicators associated with overall health and well-being using the Global Assessment Tool (GAT), a health behavior and psychosocial questionnaire completed annually by US Army personnel. Methods. We analyzed GAT responses from 2014 to 2018, consisting of 367 000 to 449 000 respondents per year. We used generalized estimating equations to predict the presence of each health behavior or indicator, aggregated by year and stratified on various demographics. Results. Key findings included decreases from 2014 to 2018 in risky health behaviors such as hazardous drinking (7.5% decrease) and tobacco use (7.9% decrease), dietary supplement use (5.0% to 10.6% decrease, depending on type), self-reported musculoskeletal injury (5.1% decrease), and pain interference (3.6% decrease). Physical activity, sleep, and nutritional habits largely remained consistent over time. Conclusions. In the Army, tobacco, alcohol, and risky dietary supplement usage appears to be declining, whereas lifestyle health behaviors have been stable. Whether these trends reflect responses to health education is unknown. The GAT provides useful insights into the health of the Army, which can be leveraged when developing health-related educational programs and policies. Public Health Implications. Health behaviors that have changed less over time (e.g., nutrition, sleep) may require novel approaches compared with those that changed more (e.g., dietary supplement use, drinking). (Am J Public Health. 2021;111(11):2064-2074. https://doi.org/10.2105/AJPH.2021.306456).
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Affiliation(s)
- Jessica L Kegel
- All authors are with the Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD. Jessica L. Kegel, Josh B. Kazman, and Daniel R. Clifton are also affiliated with the Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda. Note. The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. The contents of this publication are the sole responsibility of the author(s) and do not necessarily reflect the views, opinions, or policies of the Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. Mention of trade names, commercial products, or organizations does not imply endorsement by the US government
| | - Josh B Kazman
- All authors are with the Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD. Jessica L. Kegel, Josh B. Kazman, and Daniel R. Clifton are also affiliated with the Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda. Note. The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. The contents of this publication are the sole responsibility of the author(s) and do not necessarily reflect the views, opinions, or policies of the Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. Mention of trade names, commercial products, or organizations does not imply endorsement by the US government
| | - Daniel R Clifton
- All authors are with the Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD. Jessica L. Kegel, Josh B. Kazman, and Daniel R. Clifton are also affiliated with the Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda. Note. The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. The contents of this publication are the sole responsibility of the author(s) and do not necessarily reflect the views, opinions, or policies of the Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. Mention of trade names, commercial products, or organizations does not imply endorsement by the US government
| | - Patricia A Deuster
- All authors are with the Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD. Jessica L. Kegel, Josh B. Kazman, and Daniel R. Clifton are also affiliated with the Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda. Note. The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. The contents of this publication are the sole responsibility of the author(s) and do not necessarily reflect the views, opinions, or policies of the Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. Mention of trade names, commercial products, or organizations does not imply endorsement by the US government
| | - Sarah J de la Motte
- All authors are with the Consortium for Health and Military Performance, Department of Military and Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD. Jessica L. Kegel, Josh B. Kazman, and Daniel R. Clifton are also affiliated with the Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda. Note. The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. The contents of this publication are the sole responsibility of the author(s) and do not necessarily reflect the views, opinions, or policies of the Henry M. Jackson Foundation for the Advancement of Military Medicine Inc. Mention of trade names, commercial products, or organizations does not imply endorsement by the US government
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Barbeau P, Michaud A, Hamel C, Rice D, Skidmore B, Hutton B, Garritty C, da Silva DF, Semeniuk K, Adamo KB. Musculoskeletal Injuries Among Females in the Military: A Scoping Review. Mil Med 2021; 186:e903-e931. [PMID: 33367692 DOI: 10.1093/milmed/usaa555] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 11/04/2020] [Accepted: 12/10/2020] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Musculoskeletal injuries (MSKi) are a common challenge for those in military careers. Compared to their male peers, reports indicate that female military members and recruits are at greater risk of suffering MSKi during training and deployment. The objectives of this study were to identify the types and causes of MSKi among female military personnel and to explore the various risk factors associated with MSKi. MATERIALS AND METHODS A scoping review was conducted over a 4-month time frame of English language, peer-reviewed studies published from 1946 to 2019. Search strategies for major biomedical databases (e.g., MEDLINE; Embase Classic + Embase; and the following EBM Reviews-Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, Database of Abstracts of Reviews of Effects, Health Technology Assessment, and the NHS Economic Evaluation Database) were developed by a senior medical information specialist and included 2,891 titles/abstracts. Study selection and data collection were designed according to the Population, Concept, and Context framework. Studies were included if the study population provided stratified data for females in a military context. RESULTS From a total of 2,287 citations captured from the literature searches, 168 peer-reviewed publications (144 unique studies) were eligible for inclusion. Studies were identified from across 10 countries and published between 1977 and 2019. Study designs were primarily prospective and retrospective cohorts. Most studies assessed both prevalence/incidence and risk factors for MSKi (62.50%), with few studies assessing cause (13.69%). For MSKi of female recruits compared to active female members, the prevalence was higher (19.7%-58.3% vs. 5.5%-56.6%), but the incidence (0.02%-57.7% vs. 13.5%-71.9%) was lower. The incidence of stress fractures was found to be much higher in female recruits than in active members (1.6%-23.9% vs. 2.7%). For anthropometric risk factors, increased body fat was a predictor of MSKi, but not stress fractures. For physiological risk factors for both female military groups, being less physically fit, later menarche, and having no/irregular menses were predictors of MSKi and stress fractures. For biomechanical risk factors, among female recruits, longer tibial length and femoral neck diameter increased the risk of stress fractures, and low foot arch increased risk of an ankle sprain. For female active military members, differences in shoulder rotation and bone strength were associated with risk of MSKi. For biological sex, being female compared to male was associated with an increased risk of MSKi, stress fractures, and general injuries. The consequences of experiencing MSKi for active military included limited duties, time off, and discharge. For recruits, these included missed training days, limited duty days, and release. CONCLUSIONS This scoping review provides insight into the current state of the evidence regarding the types and causes of MSKi, as well as the factors that influence MSKi among females in the military. Future research endeavors should focus on randomized controlled trials examining training paradigms to see if women are more susceptible. The data presented in the scoping review could potentially be used to develop training strategies to mitigate some of the identified barriers that negatively impact women from pursuing careers in the military.
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Affiliation(s)
- Pauline Barbeau
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Alan Michaud
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Candyce Hamel
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Danielle Rice
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Becky Skidmore
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Brian Hutton
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Chantelle Garritty
- Knowledge Synthesis Group, Ottawa Hospital Research Institute, Ottawa, ON, K1H 8L6, Canada
| | - Danilo F da Silva
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON K1N 6N5, Canada
| | - Kevin Semeniuk
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON K1N 6N5, Canada
| | - Kristi B Adamo
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON K1N 6N5, Canada
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Dalton MK, Jarman MP, Manful A, Koehlmoos TP, Cooper Z, Weissman JS, Schoenfeld AJ. Long-Term Healthcare Expenditures Following Combat-Related Traumatic Brain Injury. Mil Med 2021; 187:513-517. [PMID: 34173828 DOI: 10.1093/milmed/usab248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/08/2021] [Accepted: 06/11/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Traumatic brain injury (TBI) is one of the most common injuries resulting from U.S. Military engagements since 2001. Long-term consequences in terms of healthcare utilization are unknown. We sought to evaluate healthcare expenditures among U.S. military service members with TBI, as compared to a matched cohort of uninjured individuals. METHODS We identified service members who were treated for an isolated combat-related TBI between 2007 and 2011. Controls consisted of hospitalized active duty service members, without any history of combat-related injury, matched by age, biologic sex, year of hospitalization, and duration of follow-up. Median total healthcare expenditures over the entire surveillance period represented our primary outcome. Expenditures in the first year (365 days) following injury (hospitalization for controls) and for subsequent years (366th day to last healthcare encounter) were considered secondarily. Negative binomial regression was used to identify the adjusted influence of TBI. RESULTS The TBI cohort consisted of 634 individuals, and there were 1,268 controls. Healthcare expenditures among those with moderate/severe TBI (median $154,335; interquartile range [IQR] $88,088-$360,977) were significantly higher as compared to individuals with mild TBI (median $113,951; IQR $66,663-$210,014) and controls (median $43,077; IQR $24,403-$83,590; P < .001). Most expenditures were incurred during the first year following injury. CONCLUSION This investigation represents the first continuous observation of healthcare utilization among individuals with combat-related TBI. Our findings speak to continued consumption of health care well beyond the immediate postinjury period, resulting in total expenditures approximately six to seven times higher than those of service members hospitalized for noncombat-related reasons.
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Affiliation(s)
- Michael K Dalton
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Molly P Jarman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Adoma Manful
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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Norton JM, Grunwald L, Banaag A, Olsen C, Narva AS, Marks E, Koehlmoos TP. CKD Prevalence in the Military Health System: Coded Versus Uncoded CKD. Kidney Med 2021; 3:586-595.e1. [PMID: 34401726 PMCID: PMC8350811 DOI: 10.1016/j.xkme.2021.03.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Rationale & Objective Chronic kidney disease (CKD) is common but often goes unrecorded. Study Design Cross-sectional. Setting & Participants Military Health System (MHS) beneficiaries aged 18 to 64 years who received care during fiscal years 2016 to 2018. Predictors Age, sex, active duty status, race, diabetes, hypertension, and numbers of kidney test results. Outcomes We defined CKD by International Classification of Diseases, Tenth Revision (ICD-10) code and/or a positive result on a validated electronic phenotype that uses estimated glomerular filtration rate and measures of proteinuria with evidence of chronicity. We defined coded CKD by the presence of an ICD-10 code. We defined uncoded CKD by a positive e-phenotype result without an ICD-10 code. Analytical Approach We compared coded and uncoded populations using 2-tailed t tests (continuous variables) and Pearson χ2 test for independence (categorical variables). Results The MHS population included 3,330,893 beneficiaries. Prevalence of CKD was 3.2%, based on ICD code and/or positive e-phenotype result. Of those identified with CKD, 63% were uncoded. Compared with beneficiaries with coded CKD, those with uncoded CKD were younger (aged 45 ± 13 vs 52 ± 11 years), more often women (54.4% vs 37.6%) and active duty (20.2% vs 12.5%), and less often of Black race (18.5% vs 31.5%) or with diabetes (23.5% vs 43.5%) or hypertension (46.6% vs 77.1%; P < 0.001). Beneficiaries with coded (vs uncoded) CKD had greater numbers of kidney test results (P < 0.001). Limitations Use of cross-sectional administrative data prevents inferences about causality. The CKD e-phenotype may fail to capture CKD in individuals without laboratory data and may underestimate CKD. Conclusions The prevalence of CKD in the MHS is ~3.2%. Beneficiaries with well-known CKD risk factors, such as older age, male sex, Black race, diabetes, and hypertension, were more likely to be coded, suggesting that clinicians may be missing CKD in groups traditionally considered lower risk, potentially resulting in suboptimal care.
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Affiliation(s)
- Jenna M Norton
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Lindsay Grunwald
- Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Amanda Banaag
- Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Cara Olsen
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Andrew S Narva
- College of Agriculture, Urban Sustainability & Environmental Sciences, University of the District of Columbia, Washington, DC
| | - Eric Marks
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD.,Division of Nephrology, Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD
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Affiliation(s)
- Anna Zogas
- US Department of Veterans Affairs, Center for Healthcare Organization & Implementation Research, Boston, Massachusetts, USA
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Does Universal Insurance and Access to Care Influence Disparities in Outcomes for Pediatric Patients with Osteomyelitis? Clin Orthop Relat Res 2020; 478:1432-1439. [PMID: 31725027 PMCID: PMC7310406 DOI: 10.1097/corr.0000000000000994] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Healthcare disparities are an issue in the surgical management of orthopaedic conditions in children. Although insurance expansion efforts may mitigate racial disparities in surgical outcomes, prior studies have not examined these effects on differences in pediatric orthopaedic care. To assess for racial disparities in pediatric orthopaedic care that may persist despite insurance expansion, we performed a case-control study of the outcomes of children treated for osteomyelitis in the TRICARE system, the healthcare program of the United States Department of Defense and a model of universal insurance and healthcare access. QUESTIONS/PURPOSES We asked whether (1) the rates of surgical intervention and (2) 90-day outcomes (defined as emergency department visits, readmission, and complications) were different among TRICARE-insured pediatric patients with osteomyelitis when analyzed based on black versus white race and military rank-defined socioeconomic status. METHODS We analyzed TRICARE claims from 2005 to 2016. We identified 2906 pediatric patients, of whom 62% (1810) were white and 18% (520) were black. A surgical intervention was performed in 9% of the patients (253 of 2906 patients). The primary outcome was receipt of surgical intervention for osteomyelitis. Secondary outcomes included 90-day complications, readmissions, and returns to the emergency department. The primary predictor variables were race and sponsor rank. Military rank has been used as an indicator of socioeconomic status before and during enlistment, and enlisted service members, particularly junior enlisted service members, may be at risk of having the same medical conditions that affect civilian members of lower socioeconomic strata. Patient demographic information (age, sex, race, sponsor rank, beneficiary category [whether the patient is an insurance beneficiary from an active-duty or retired service member], and geographic region) and clinical information (prior comorbidities, environment of care [whether clinical care was provided in a civilian or military facility], treatment setting, and length of stay) were used as covariates in multivariable logistic regression analyses. RESULTS After controlling for demographic and clinical factors including age, sex, sponsor rank, beneficiary category, geographic region, Charlson comorbidity index (as a measure of baseline health), environment of care, and treatment setting (inpatient versus outpatient), we found that black children were more likely to undergo surgical interventions for osteomyelitis than white children (odds ratio 1.78; 95% confidence interval, 1.26-2.50; p = 0.001). When stratified by environment of care, this finding persisted only in the civilian healthcare setting (OR 1.85; 95% CI, 1.26-2.74; p = 0.002). Additionally, after controlling for demographic and clinical factors, lower socioeconomic status (junior enlisted personnel) was associated with a higher likelihood of 90-day emergency department use overall (OR 1.60; 95% CI, 1.02-2.51; p = 0.040). CONCLUSIONS We found that for pediatric patients with osteomyelitis in the universally insured TRICARE system, many of the historically reported disparities in care were absent, suggesting these patients benefitted from improved access to healthcare. However, despite universal coverage, racial disparities persisted in the civilian care environment, suggesting that no single intervention such as universal insurance sufficiently addresses differences in racial disparities in care. Future studies can address the pervasiveness of these disparities in other patient populations and the various mechanisms through which they exert their effects, as well as potential interventions to mitigate these disparities. LEVEL OF EVIDENCE Level III, prognostic study.
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Wynn-Jones W, Koehlmoos TP, Tompkins C, Navathe A, Lipsitz S, Kwon NK, Learn PA, Madsen C, Schoenfeld A, Weissman JS. Variation in expenditure for common, high cost surgical procedures in a working age population: implications for reimbursement reform. BMC Health Serv Res 2019; 19:877. [PMID: 31752866 PMCID: PMC6873455 DOI: 10.1186/s12913-019-4729-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 11/07/2019] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND In the move toward value-based care, bundled payments are believed to reduce waste and improve coordination. Some commercial insurers have addressed this through the use of bundled payment, the provision of one fee for all care associated with a given index procedure. This system was pioneered by Medicare, using a population generally over 65 years of age, and despite its adoption by mainstream insurers, little is known of bundled payments' ability to reduce variation or cost in a working-age population. This study uses a universally-insured, nationally-representative population of adults aged 18-65 to examine the effect of bundled payments for five high-cost surgical procedures which are known to vary widely in Medicare reimbursement: hip replacement, knee replacement, coronary artery bypass grafting (CABG), lumbar spinal fusion, and colectomy. METHODS Five procedures conducted on adults aged 18-65 were identified from the TRICARE database from 2011 to 2014. A 90-day period from index procedure was used to determine episodes of associated post-acute care. Data was sorted by Zip code into hospital referral regions (HRR). Payments were determined from TRICARE reimbursement records, they were subsequently price standardized and adjusted for patient and surgical characteristics. Variation was assessed by stratifying the HRR into quintiles by spending for each index procedure. RESULTS After adjusting for case mix, significant inter-quintile variation was observed for all procedures, with knee replacement showing the greatest variation in both index surgery (107%) and total cost of care (75%). Readmission was a driver of variation for colectomy and CABG, with absolute cost variation of $17,257 and $13,289 respectively. Other post-acute care spending was low overall (≤$1606, for CABG). CONCLUSIONS This study demonstrates significant regional variation in total spending for these procedures, but much lower spending for post-acute care than previously demonstrated by similar procedures in Medicare. Targeting post-acute care spending, a common approach taken by providers in bundled payment arrangements with Medicare, may be less fruitful in working aged populations.
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Affiliation(s)
- W. Wynn-Jones
- Centre for Surgery and Public Health, Brigham and Women’s Hospital, 1620 Tremont Street, 1 Brigham Circle, Boston, MA 02120 USA
| | - T. P. Koehlmoos
- F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20184 USA
| | - C. Tompkins
- Heller Graduate School, Brandeis University, 415 South St., Waltham, MA 02354 USA
| | - A. Navathe
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - S. Lipsitz
- Division of General Internal Medicine and Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School, Boston, USA
| | - N. K. Kwon
- Centre for Surgery and Public Health, Brigham and Women’s Hospital, Boston, USA
| | - P. A. Learn
- Department of Surgery, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814 USA
| | - C. Madsen
- Henry M Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD USA
| | - A. Schoenfeld
- Department of Orthopaedic Surgery Center for Surgery and Public health Brigham and Women’s Hospital Harvard Medical School, Boston, USA
| | - J. S. Weissman
- (Health Policy) Harvard Medical School, Center for Surgery and Public Health, Boston, USA
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Wolfe JA, Wolfe H, Banaag A, Tintle S, Perez Koehlmoos T. Early Pediatric Fractures in a Universally Insured Population within the United States. BMC Pediatr 2019; 19:343. [PMID: 31594543 PMCID: PMC6781295 DOI: 10.1186/s12887-019-1725-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Accepted: 09/16/2019] [Indexed: 11/26/2022] Open
Abstract
Background Musculoskeletal injury, including fracture, is one of the most common causes of morbidity in pediatric patients. The purpose of this epidemiologic study is to determine the prevalence and risk factors for fracture in a large cohort of pediatric patients under the age of 5. Results Of the 233,869 patients included in the study, 13,698 fractures were identified in 10,889 patients. The highest annual incidence was in the 4 year old age group with a rate of 24.2 fractures per 1000 children. The annual incidence within all age groups was 11.7 fractures per 1000 children. The two most common fractures were forearm and humerus fractures. Fracture incidence was increased in male children, patients who live outside the US, and in Caucasian patients. An increase in rate of fracture was also identified in children of officers when compared with children of enlisted service members. There were 35 abuse related fractures in our cohort, with 19 of them occurring in children less than 1 year old. Only three children in our cohort had Osteogenesis Imperfecta. Conclusion Fractures are common injuries in young children with an incidence over the first 5 years of life of 5.86%. Multiple risk factors were also identified including age, race, geographic location and socioeconomic status. The results of this study are an important contribution to epidemiologic and public health literature and serve to characterize the incidence of and risk factors for sustaining an early childhood fracture.
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Affiliation(s)
- Jared A Wolfe
- Department of Orthopaedics, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, MD, 20889, USA.
| | - Heather Wolfe
- Department of Obstetrics and Gynecology, Malcolm Grow Medical Clinic, 1060 Perimeter Rd, Joint Base Andrews, Prince George's County, MD, 20762, USA
| | - Amanda Banaag
- Department of Health Services Administration, The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, USA
| | - Scott Tintle
- Department of Orthopaedics, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, MD, 20889, USA
| | - Tracey Perez Koehlmoos
- Department of Health Services Administration, Department of Preventive Medicine & Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, USA
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Koehlmoos TP, Madsen CK, Banaag A, Haider AH, Schoenfeld AJ, Weissman JS. Assessing Low-Value Health Care Services In The Military Health System. Health Aff (Millwood) 2019; 38:1351-1357. [DOI: 10.1377/hlthaff.2019.00252] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Tracey Pérez Koehlmoos
- Tracey Pérez Koehlmoos is an associate professor of preventive medicine and biostatistics and principal investigator of the Health Services Research Program, Uniformed Services University of the Health Sciences, in Bethesda, Maryland
| | - Cathaleen King Madsen
- Cathaleen King Madsen is a program manager in the Health Services Research Program, Henry M. Jackson Foundation for the Advancement of Military Medicine, in Bethesda, Maryland
| | - Amanda Banaag
- Amanda Banaag is a data analyst in the Comparative Effectiveness and Provider Induced Demand Collaboration, Henry M. Jackson Foundation for the Advancement of Military Medicine
| | - Adil H. Haider
- Adil H. Haider is the dean of the Medical College, Aga Khan University, in Karachi, Pakistan, and the director of disparities and emerging trauma systems in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School, both in Boston, Massachusetts
| | - Andrew J. Schoenfeld
- Andrew J. Schoenfeld is an associate professor in the Center for Surgery and Public Health, Harvard Medical School, and an associate professor in the Department of Orthopaedic Surgery, Brigham and Women’s Hospital
| | - Joel S. Weissman
- Joel S. Weissman is a professor in the Center for Surgery and Public Health, Harvard Medical School
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Chaudhary MA, Bhulani N, de Jager EC, Lipsitz S, Kwon NK, Sturgeon DJ, Trinh QD, Koehlmoos T, Haider AH, Schoenfeld AJ. Development and Validation of a Bedside Risk Assessment for Sustained Prescription Opioid Use After Surgery. JAMA Netw Open 2019; 2:e196673. [PMID: 31290987 PMCID: PMC6624809 DOI: 10.1001/jamanetworkopen.2019.6673] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE The increased use of prescription opioid medications has contributed to an epidemic of sustained opioid use, misuse, and addiction. Adults of working age are thought to be at greatest risk for prescription opioid dependence. OBJECTIVE To develop a risk score (the Stopping Opioids After Surgery score) for sustained prescription opioid use after surgery in a working-age population using readily available clinical information. DESIGN, SETTING, AND PARTICIPANTS In this case-control study, claims from TRICARE (the insurance program of the US Department of Defense) for working-age adult (age 18-64 years) patients undergoing 1 of 10 common surgical procedures from October 1, 2005, to September 30, 2014, were queried. A logistic regression model was used to identify variables associated with sustained prescription opioid use. The point estimate for each variable in the risk score was determined by its β coefficient in the model. The risk score for each patient represented the summed point totals, ranging from 0 to 100, with a lower score indicating lower risk of sustained prescription opioid use. Data were analyzed from September 25, 2018, to February 5, 2019. EXPOSURES Exposures were age; race; sex; marital status; socioeconomic status; discharge disposition; procedure intensity; length of stay; intensive care unit admission; comorbid diabetes, liver disease, renal disease, malignancy, depression, or anxiety; and prior opioid use status. MAIN OUTCOMES AND MEASURES The primary outcome was sustained prescription opioid use, defined as uninterrupted use for 6 months following surgery. A risk score for each patient was calculated and then used as a predictor of sustained opioid use after surgical intervention. The area under the curve and the Brier score were used to determine the accuracy of the scoring system and the Hosmer-Lemeshow goodness-of-fit test was used to evaluate model calibration. RESULTS Of 86 356 patients in the analysis (48 827 [56.5%] male; mean [SD] age, 46.5 [14.5] years), 6365 (7.4%) met criteria for sustained prescription opioid use. The sample used for model generation consisted of 64 767 patients, while the validation sample had 21 589 patients. Prior opioid exposure was the factor most strongly associated with sustained opioid use (odds ratio, 13.00; 95% CI, 11.87-14.23). The group with the lowest scores (<31) had a mean (SD) 4.1% (2.5%) risk of sustained opioid use; those with intermediate scores (31-50) had a mean (SD) risk of 14.9% (6.3%); and those with the highest scores (>50) had a mean (SD) risk of 35.8% (3.6%). CONCLUSIONS AND RELEVANCE This study developed an intuitive and accessible opioid risk assessment applicable to the care of working-age patients following surgery. This tool is scalable to clinical practice and can potentially be incorporated into electronic medical record platforms to enable automated calculation and clinical alerts that are generated in real time.
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Affiliation(s)
- Muhammad Ali Chaudhary
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nizar Bhulani
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Elzerie C. de Jager
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Stuart Lipsitz
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nicollette K. Kwon
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Daniel J. Sturgeon
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Quoc-Dien Trinh
- Center for Surgery and Public Health, Division of Urology, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Tracey Koehlmoos
- Department of Preventive Medicine & Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Adil H. Haider
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Andrew J. Schoenfeld
- Center for Surgery and Public Health, Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
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Chaudhary MA, von Keudell A, Bhulani N, de Jager EC, Kwon NK, Koehlmoos T, Haider AH, Schoenfeld AJ. Prior Prescription Opioid Use and Its Influence on Opioid Requirements After Orthopedic Trauma. J Surg Res 2019; 238:29-34. [DOI: 10.1016/j.jss.2019.01.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 11/08/2018] [Accepted: 01/08/2019] [Indexed: 10/27/2022]
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Benedict TM, Singleton MD, Nitz AJ, Shing TL, Kardouni JR. Effect of Chronic Low Back Pain and Post-Traumatic Stress Disorder on the Risk for Separation from the US Army. Mil Med 2019; 184:431-439. [DOI: 10.1093/milmed/usz020] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 01/14/2019] [Indexed: 11/13/2022] Open
Abstract
AbstractIntroductionCo-morbid post-traumatic stress disorder (PTSD) and low back pain (LBP) are common reasons for increased disability in the Veteran communities. Medical discharge from the military represents a considerable financial cost to society. Little is currently known about the impact of LBP and PTSD as longitudinal risk factors for medical discharge from Active Duty military service.Materials and MethodsA retrospective analysis of US Army Active Duty Soldiers from 2002 to 2012 was performed to determine the risk for medical discharge. Four levels of exposure for were identified as independent variables: no chronic LBP or PTSD, chronic LBP only, PTSD only, and co-morbid PTSD present with chronic LBP. Statistical analysis utilized modified Poisson regression controlling for sex, age, rank, time in service, deployment, mental health, sleep disorders, alcohol use, tobacco use, obesity, and military occupation. This study was approved by a Department of Defense Institutional Review Board.ResultsAfter controlling for potential confounding variables, the RR for chronic LBP and PTSD independently was 3.65 (95% CI: 3.59–3.72) and 3.64 (95% CI: 3.53–3.75), respectively, and 5.17 (95% CI: 5.01–5.33) when both were present.ConclusionsThis is the first study to identify a history of both chronic LBP and PTSD as substantial risk factors for medical discharge from the US Army. PTSD and chronic LBP may mutually reinforce one another and deplete active coping strategies, making Soldiers less likely to be able to continue military service. Future research should target therapies for co-morbid PTSD and chronic LBP as these conditions contribute a substantial increase in risk of medical discharge from the US Army.
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Affiliation(s)
- Timothy M Benedict
- Department of Rehabilitation Sciences, University of Kentucky, 900 S. Limestone Ave Lexington, KY
| | - Michael D Singleton
- Department of Biostatistics, University of Kentucky, 111 Washington Ave, Lexington, KY
| | - Arthur J Nitz
- Department of Rehabilitation Sciences, University of Kentucky, 900 S. Limestone Ave Lexington, KY
| | - Tracie L Shing
- U.S. Army Research Institute of Environmental Medicine, Kansas St, Natick, MA
| | - Joseph R Kardouni
- U.S. Army Research Institute of Environmental Medicine, Kansas St, Natick, MA
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Fuller JB, Dunn JC, Kusnezov NA, Nesti LJ, Kilcoyne KG. Outcome measures after medial ulnar collateral ligament reconstructions in a military population. J Shoulder Elbow Surg 2019; 28:317-323. [PMID: 30503331 DOI: 10.1016/j.jse.2018.07.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 07/15/2018] [Accepted: 07/25/2018] [Indexed: 02/01/2023]
Abstract
BACKGROUND Medial ulnar collateral ligament (MUCL) reconstruction outcomes are well described in competitive throwers but not in nonthrowers. This investigation elucidated epidemiologic variables, functional outcomes, and prognostic factors after MUCL reconstruction in young active patients. METHODS United States military service members undergoing MUCL reconstruction were isolated using the Management Analysis and Reporting Tool (M2) database from 2009 to 2016. Demographics, injury characteristics, and surgical variables were extracted. Multivariate analysis was performed, discerning variables predictive of postoperative functional outcomes, complications, and reoperation. RESULTS Sixty-six patients met inclusion criteria, and 47% participated in throwing sports. Of these, 36.4% reported a throwing mechanism of injury (MOI), 60.6% reported an acute trauma MOI, 59% reported preoperative ulnar nerve symptoms, and 39.4% experienced symptoms postoperatively. At final follow-up, average Disabilities of the Arm, Shoulder and Hand (DASH) and Mayo Elbow Performance Score (MEPS) scores were 10.8 ± 16.2 and 87.6 ± 17.1, respectively. A total of 86.4% reported no disability (DASH < 30), and 83.3% experienced good or excellent outcomes (MEPS >74). Age < 30 years, dominant arm injury, competitive throwing history, and throwing MOI correlated with improved DASH and MEPS scores, push-up count, postoperative pain and instability, and rates of ulnar nerve symptoms (P < .05). Psychiatric diagnosis and preoperative stiffness and instability were associated with lower outcome scores (P < .05). Ulnar nerve interventions did not correlate with presence or absence of postoperative ulnar nerve symptoms. CONCLUSIONS MUCL reconstruction demonstrates a high good-to-excellent outcome rate and low complication and revision rates in young active individuals with intense upper extremity demands. Nonthrowing MOIs and psychiatric pathology are associated with postoperative complications and poorer outcomes.
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Affiliation(s)
- John B Fuller
- Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, TX, USA.
| | - John C Dunn
- Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, TX, USA
| | - Nicholas A Kusnezov
- Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, TX, USA
| | - Leon J Nesti
- Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, TX, USA
| | - Kelly G Kilcoyne
- Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, TX, USA
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Zarkadis NJ, Belmont PJ, Zachilli MA, Holland CA, Kinsler AR, Todd MS, Pallis MP, Waterman BR. Autologous Chondrocyte Implantation and Tibial Tubercle Osteotomy for Patellofemoral Chondral Defects: Improved Pain Relief and Occupational Outcomes Among US Army Servicemembers. Am J Sports Med 2018; 46:3198-3208. [PMID: 30307742 DOI: 10.1177/0363546518800713] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The occupational and functional results of patellofemoral autologous chondrocyte implantation (ACI) are underreported. This investigation sought to establish clinical outcomes and rates for return to work in a predominantly high-demand military cohort undergoing this procedure. PURPOSE To determine the return-to-work, pain relief, and perioperative complication rates in a high-demand athletic cohort undergoing patellofemoral ACI. STUDY DESIGN Case series; Level of evidence, 4. METHODS All military servicemembers from 2 military medical centers undergoing ACI for high-grade patellofemoral chondral defects between 2006 and 2014 were identified, and data were abstracted from their medical records and clinical databases. Demographic and surgical variables were obtained for patients with at least 2 years of postoperative follow-up, and perioperative complications, rates of return to work, and survivorship from revision were quantified. RESULTS Seventy-two patients (72%) had >2-year follow-up and had patellofemoral ACI for high-grade chondral defects, with 66 knees (91%) undergoing a concomitant offloading tibial tubercle osteotomy. Mean follow-up was 4.3 years (range, 2.0-9.9 years). The mean ± SD age was 34.4 ± 6.1 years; 86% were male; and 57% were involved in military occupational specialties of heavy or very heavy demand. Second-generation patellofemoral ACI with a type I/III collagen membrane was used for 85% of knees. Most defects were isolated to the patella (n = 40, 55%). The mean total defect surface area was 4.5 ± 2.9 cm2 (range, 2.7-13.5 cm2). Fifty-six servicemembers (78%) returned to their occupational specialties. Three patients (4.1%) were classified as having surgical failures, requiring subsequent knee arthroplasty (n = 2) or a revision chondral procedure (n = 1). Mean visual analog scores improved significantly from 6.5 ± 1.5 to 3.2 ± 2.1 ( P < .0001). Multivariate analysis identified use of a periosteal patch as the only significant independent predictor for surgical ( P = .013) and overall ( P = .033) failures. Age <30 years ( P = .019), female sex ( P = .019), and regular tobacco use ( P = .011) were independent predictors of overall failure. CONCLUSION For patellofemoral chondral defects without a failed primary procedure, second-generation ACI successfully returned to work 78% of patients of moderate to very heavy occupational demand with significantly decreased patient-reported knee pain. Risk factors after ACI for patellofemoral articular lesions for overall failure were age <30 years, female sex, and tobacco use, while surgical and overall failures were associated with periosteal patch use.
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Affiliation(s)
- Nicholas J Zarkadis
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Philip J Belmont
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Michael A Zachilli
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Courtney A Holland
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Allison R Kinsler
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Michael S Todd
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Mark P Pallis
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Brian R Waterman
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, USA
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Madenci AL, Wolf LL, Jiang W, Koehlmoos TP, Learn PA, Haider AH, Smink DS. Contemporary Factors Associated with the Use of Laparoscopy for Inguinal Hernia Repair Among Department of Defense Beneficiaries. Mil Med 2018; 183:e420-e426. [PMID: 29635522 DOI: 10.1093/milmed/usy029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 12/29/2017] [Accepted: 02/08/2018] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION The factors that contribute to variation in utilization of laparoscopic inguinal hernia repair are unknown. We sought to determine the current usage patterns of laparoscopic and open surgery in the elective repair of uncomplicated unilateral inguinal hernia in a large population with universal health care coverage comprised of Department of Defense (DoD) beneficiaries. MATERIALS AND METHODS The DoD Military Health System Data Repository (MDR) tracks health care delivered to a universally insured population of active/reserve/retired members of the U.S. Armed Services and their dependents. The MDR was queried for elective unilateral inguinal hernia repair among adult patients between 2008 and 2014. The primary outcome was laparoscopic (vs. open) approach to hernia repair. We conducted univariable and multivariable analyses of patient- and systems-level factors associated with approach to inguinal hernia repair. This research was approved by our institutional review board prior to commencement of the study and need for informed consent was waived given the design of this study. RESULTS Among 37,742 elective uncomplicated unilateral inguinal hernia repairs, 35% (n = 13,114) were performed laparoscopically. In 2014, 40% of inguinal hernia repairs were performed laparoscopically, compared with 27% of repairs in 2008 (P < 0.01). In multivariable analysis, laparoscopic hernia repair was more likely for male patients (OR = 1.38, 95% CI = 1.23-1.54, P < 0.01), military (vs. civilian) institutions (OR = 1.34, 95% CI = 1.28-1.41, P < 0.01), active-duty officers (vs. active-duty enlisted; OR = 1.21, 95% CI = 1.12-1.30, P < 0.01), and more recent year of surgery (P < 0.01). Laparoscopic repair was significantly less likely among patients with greater than one comorbidity (vs. none; OR = 0.68, 95% CI = 0.61-0.76, P < 0.01). CONCLUSION In a large, universally insured population of military service members and their dependents, laparoscopic inguinal repair is increasingly used and was preferred over open repair for younger, healthier, active-duty patients and those treated within the military (vs. non-military) care system.
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Affiliation(s)
- Arin L Madenci
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St, Boston, MA.,Center for Surgery and Public Health, Brigham and Women's Hospital and Harvard Medical School, One Brigham Circle, 1620 Tremont St, Boston, MA
| | - Lindsey L Wolf
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St, Boston, MA.,Center for Surgery and Public Health, Brigham and Women's Hospital and Harvard Medical School, One Brigham Circle, 1620 Tremont St, Boston, MA
| | - Wei Jiang
- Center for Surgery and Public Health, Brigham and Women's Hospital and Harvard Medical School, One Brigham Circle, 1620 Tremont St, Boston, MA
| | - Tracey P Koehlmoos
- Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD
| | - Peter A Learn
- Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD
| | - Adil H Haider
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St, Boston, MA.,Center for Surgery and Public Health, Brigham and Women's Hospital and Harvard Medical School, One Brigham Circle, 1620 Tremont St, Boston, MA
| | - Douglas S Smink
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, 75 Francis St, Boston, MA.,Center for Surgery and Public Health, Brigham and Women's Hospital and Harvard Medical School, One Brigham Circle, 1620 Tremont St, Boston, MA
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Does Orthopaedic Outpatient Care Reduce Emergency Department Utilization After Total Joint Arthroplasty? Clin Orthop Relat Res 2018; 476:1655-1662. [PMID: 29794858 PMCID: PMC6259727 DOI: 10.1097/01.blo.0000533620.66105.ef] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
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.
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Beliveau PJH, Boulos D, Zamorski MA. Contribution of mental and physical disorders to disability in military personnel. Occup Med (Lond) 2018; 68:332-339. [PMID: 29788489 PMCID: PMC6012132 DOI: 10.1093/occmed/kqy066] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Background Combat operations in Southwest Asia have exposed millions of military personnel to risk of mental disorders and physical injuries, including traumatic brain injury (TBI). The contribution of specific disorders to disability is, however, uncertain. Aims To estimate the contributions of mental and physical health conditions to disability in military personnel. Methods The sample consisted of military personnel who participated in the cross-sectional 2013 Canadian Forces Mental Health Survey. Disability was measured using the World Health Organization Disability Assessment. The International Classification of Functioning, Disability, and Health was used to classify participants with moderate/severe disability. Chronic mental disorders and physical conditions were measured by self-reported health professional diagnoses, and their contribution to disability was assessed using logistic regression and resulting population attributable fractions. Results Data were collected from 6696 military members. The prevalence of moderate/severe disability was 10%. Mental disorders accounted for 27% (95% confidence interval [CI] 23–31%) and physical conditions 62% (95% CI 56–67%) of the burden of disability. Chronic musculoskeletal problems 33% (95% CI 26–39%), back problems 29% (95% CI 23–35%), mood disorders 16% (95% CI 11–19%) and post-traumatic stress disorder (PTSD) 9% (95% CI 5–12%) were the leading contributors to disability. After-effects of TBI accounted for only 3% (95% CI 1–4%) of disability. Mental and physical health interacted broadly, such that those with mental disorders experienced disproportionate disability in the presence of physical conditions. Conclusions Chronic musculoskeletal conditions, back problems, mood disorders and PTSD are primary areas of focus in prevention and control of disability in military personnel.
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Affiliation(s)
- P J H Beliveau
- Research and Analysis Section, Directorate of Mental Health, Canadian Forces Health Services Group, Ottawa, Ontario, Canada
| | - D Boulos
- Research and Analysis Section, Directorate of Mental Health, Canadian Forces Health Services Group, Ottawa, Ontario, Canada
| | - M A Zamorski
- Research and Analysis Section, Directorate of Mental Health, Canadian Forces Health Services Group, Ottawa, Ontario, Canada.,Department of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
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Schoenfeld AJ, Belmont PJ, Blucher JA, Jiang W, Chaudhary MA, Koehlmoos T, Kang JD, Haider AH. Sustained Preoperative Opioid Use Is a Predictor of Continued Use Following Spine Surgery. J Bone Joint Surg Am 2018; 100:914-921. [PMID: 29870441 DOI: 10.2106/jbjs.17.00862] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Preoperative opioid use is known to increase the likelihood of complications and inferior outcomes following spine surgery. We evaluated the association of preoperative opioid use and other risk factors with postoperative opioid use. METHODS We queried 2006-2014 TRICARE insurance claims to identify adults who underwent lumbar interbody arthrodesis, lumbar discectomy, lumbar decompression, or lumbar posterolateral arthrodesis. The duration of preoperative opioid use was categorized as acute exposure, exposed without sustained use, intermediate sustained use, and chronic sustained use. Cox proportional-hazard models that adjusted for demographic factors, preoperative diagnoses, comorbidities, postoperative complications, and the type of procedure performed were used to identify factors associated with a reduced likelihood of opioid discontinuation following the surgical procedure. RESULTS There were 27,031 patients included in this analysis. Following the surgical procedure, 67.1% of patients had discontinued opioid use by 30 days, and 86.4% had ceased use by 90 days. Overall, 2,379 patients (8.8%) continued to use opioid medications at 6 months. Duration of preoperative opioid use, among other demographic and clinical factors, was the most important predictor of continued use following a surgical procedure. CONCLUSIONS The majority of patients who were using prescription opioids prior to the surgical procedure discontinued these medications postoperatively. Duration of preoperative use appears to be the most important predictor of sustained use following a surgical procedure. CLINICAL RELEVANCE Our results indicate that the majority of patients who are using prescription opioids prior to spine surgery discontinue these medications following surgical intervention. Among those who continue opioid use ≥90 days after the surgical procedure, the duration of preoperative use appears to be the most important predictor.
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Affiliation(s)
- Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Philip J Belmont
- Departments of Surgery (P.J.B.) and Preventive Medicine and Biostatistics (T.K.), Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Justin A Blucher
- Department of Orthopaedic Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Muhammad Ali Chaudhary
- Department of Orthopaedic Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Tracey Koehlmoos
- Departments of Surgery (P.J.B.) and Preventive Medicine and Biostatistics (T.K.), Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - James D Kang
- Department of Orthopaedic Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Adil H Haider
- Department of Orthopaedic Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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Universal insurance and an equal access healthcare system eliminate disparities for Black patients after traumatic injury. Surgery 2018; 163:651-656. [DOI: 10.1016/j.surg.2017.09.045] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 09/05/2017] [Accepted: 09/13/2017] [Indexed: 11/23/2022]
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Scully RE, Schoenfeld AJ, Jiang W, Lipsitz S, Chaudhary MA, Learn PA, Koehlmoos T, Haider AH, Nguyen LL. Defining Optimal Length of Opioid Pain Medication Prescription After Common Surgical Procedures. JAMA Surg 2018; 153:37-43. [PMID: 28973092 PMCID: PMC5833616 DOI: 10.1001/jamasurg.2017.3132] [Citation(s) in RCA: 169] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 05/14/2017] [Indexed: 01/13/2023]
Abstract
Importance The overprescription of pain medications has been implicated as a driver of the burgeoning opioid epidemic; however, few guidelines exist regarding the appropriateness of opioid pain medication prescriptions after surgery. Objectives To describe patterns of opioid pain medication prescriptions after common surgical procedures and determine the appropriateness of the prescription as indicated by the rate of refills. Design, Setting, and Participants The Department of Defense Military Health System Data Repository was used to identify opioid-naive individuals 18 to 64 years of age who had undergone 1 of 8 common surgical procedures between January 1, 2005, and September 30, 2014. The adjusted risk of refilling an opioid prescription based on the number of days of initial prescription was modeled using a generalized additive model with spline smoothing. Exposures Length of initial prescription for opioid pain medication. Main Outcomes and Measures Need for an additional subsequent prescription for opioid pain medication, or a refill. Results Of the 215 140 individuals (107 588 women and 107 552 men; mean [SD] age, 40.1 [12.8] years) who underwent a procedure within the study time frame and received and filled at least 1 prescription for opioid pain medication within 14 days of their index procedure, 41 107 (19.1%) received at least 1 refill prescription. The median prescription lengths were 4 days (interquartile range [IQR], 3-5 days) for appendectomy and cholecystectomy, 5 days (IQR, 3-6 days) for inguinal hernia repair, 4 days (IQR, 3-5 days) for hysterectomy, 5 days (IQR, 3-6 days) for mastectomy, 5 days (IQR, 4-8 days) for anterior cruciate ligament repair and rotator cuff repair, and 7 days (IQR, 5-10 days) for discectomy. The early nadir in the probability of refill was at an initial prescription of 9 days for general surgery procedures (probability of refill, 10.7%), 13 days for women's health procedures (probability of refill, 16.8%), and 15 days for musculoskeletal procedures (probability of refill, 32.5%). Conclusions and Relevance Ideally, opioid prescriptions after surgery should balance adequate pain management against the duration of treatment. In practice, the optimal length of opioid prescriptions lies between the observed median prescription length and the early nadir, or 4 to 9 days for general surgery procedures, 4 to 13 days for women's health procedures, and 6 to 15 days for musculoskeletal procedures.
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Affiliation(s)
- Rebecca E. Scully
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Andrew J. Schoenfeld
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Wei Jiang
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Stuart Lipsitz
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Muhammad Ali Chaudhary
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Peter A. Learn
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Tracey Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Adil H. Haider
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Deputy Editor, JAMA Surgery
| | - Louis L. Nguyen
- Center for Surgery and Public Health, Division of Vascular and Endovascular Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
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Occupational outcomes following combat-related gunshot injury: Cohort study. Int J Surg 2017; 48:286-290. [DOI: 10.1016/j.ijsu.2017.11.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 10/10/2017] [Accepted: 11/24/2017] [Indexed: 11/24/2022]
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Schoenfeld AJ, Makanji H, Jiang W, Koehlmoos T, Bono CM, Haider AH. Is There Variation in Procedural Utilization for Lumbar Spine Disorders Between a Fee-for-Service and Salaried Healthcare System? Clin Orthop Relat Res 2017; 475:2838-2844. [PMID: 28074438 PMCID: PMC5670044 DOI: 10.1007/s11999-017-5229-5] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Whether compensation for professional services drives the use of those services is an important question that has not been answered in a robust manner. Specifically, there is a growing concern that spine care practitioners may preferentially choose more costly or invasive procedures in a fee-for-service system, irrespective of the underlying lumbar disorder being treated. QUESTIONS/PURPOSES (1) Were proportions of interbody fusions higher in the fee-for-service setting as opposed to the salaried Department of Defense setting? (2) Were the odds of interbody fusion increased in a fee-for-service setting after controlling for indications for surgery? METHODS Patients surgically treated for lumbar disc herniation, spinal stenosis, and spondylolisthesis (2006-2014) were identified. Patients were divided into two groups based on whether the surgery was performed in the fee-for-service setting (beneficiaries receive care at a civilian facility with expenses covered by TRICARE insurance) or at a Department of Defense facility (direct care). There were 28,344 patients in the entire study, 21,290 treated in fee-for-service and 7054 treated in Department of Defense facilities. Differences in the rates of fusion-based procedures, discectomy, and decompression between both healthcare settings were assessed using multinomial logistic regression to adjust for differences in case-mix and surgical indication. RESULTS TRICARE beneficiaries treated for lumbar spinal disorders in the fee-for-service setting had higher odds of receiving interbody fusions (fee-for-service: 7267 of 21,290 [34%], direct care: 1539 of 7054 [22%], odds ratio [OR]: 1.25 [95% confidence interval 1.20-1.30], p < 0.001). Purchased care patients were more likely to receive interbody fusions for a diagnosis of disc herniation (adjusted OR 2.61 [2.36-2.89], p < 0.001) and for spinal stenosis (adjusted OR 1.39 [1.15-1.69], p < 0.001); however, there was no difference for patients with spondylolisthesis (adjusted OR 0.99 [0.84-1.16], p = 0.86). CONCLUSIONS The preferential use of interbody fusion procedures was higher in the fee-for-service setting irrespective of the underlying diagnosis. These results speak to the existence of provider inducement within the field of spine surgery. This reality portends poor performance for surgical practices and hospitals in Accountable Care Organizations and bundled payment programs in which provider inducement is allowed to persist. LEVEL OF EVIDENCE Level III, economic and decision analysis.
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Affiliation(s)
- Andrew J. Schoenfeld
- Center for Surgery and Public Health, Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115 USA
| | - Heeren Makanji
- Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Wei Jiang
- Center for Surgery and Public Health, Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115 USA
| | - Tracey Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD USA
| | - Christopher M. Bono
- Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA USA
| | - Adil H. Haider
- Center for Surgery and Public Health, Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115 USA
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Schoenfeld AJ, Nwosu K, Jiang W, Yau AL, Chaudhary MA, Scully RE, Koehlmoos T, Kang JD, Haider AH. Risk Factors for Prolonged Opioid Use Following Spine Surgery, and the Association with Surgical Intensity, Among Opioid-Naive Patients. J Bone Joint Surg Am 2017; 99:1247-1252. [PMID: 28763410 DOI: 10.2106/jbjs.16.01075] [Citation(s) in RCA: 145] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND There is a growing concern that the use of prescription opioids following surgical interventions, including spine surgery, may predispose patients to chronic opioid use and abuse. We sought to estimate the proportion of patients using opioids up to 1 year after discharge following common spinal surgical procedures and to identify factors associated with sustained opioid use. METHODS This study utilized 2006 to 2014 data from TRICARE insurance claims obtained from the Military Health System Data Repository. Adults who underwent 1 of 4 common spinal surgical procedures (discectomy, decompression, lumbar posterolateral arthrodesis, or lumbar interbody arthrodesis) were identified. Patients with a history of opioid use in the 6 months preceding surgery were excluded. Posterolateral arthrodesis and interbody arthrodesis were considered procedures of high intensity, and discectomy and decompression, low intensity. Covariates included demographic factors, preoperative diagnoses, comorbidities, postoperative complications, and mental health disorders. Risk-adjusted Cox proportional hazard models were used to evaluate the time to opioid discontinuation. RESULTS This study included 9,991 patients. Eighty-four percent filled at least 1 opioid prescription on discharge. At 30 days following discharge, 8% continued opioid use; at 3 months, 1% continued use; and at 6 months, 0.1%. In the adjusted analysis, the low-intensity surgical procedures were associated with a higher likelihood of discontinuing opioid use (discectomy: hazard ratio [HR] = 1.43, 95% confidence interval [CI] = 1.36 to 1.50; and decompression: HR = 1.34, 95% CI = 1.25 to 1.43). Depression (HR = 0.84, 95% CI = 0.77 to 0.90) was significantly associated with a decreased likelihood of discontinuing opioid use (p < 0.001). CONCLUSIONS By 6 months following discharge, nearly all patients had discontinued opioid use after spine surgery. As only 0.1% of the patients continued opioid use at 6 months following surgery, these results indicate that spine surgery among opioid-naive patients is not a major driver of long-term prescription opioid use. Socioeconomic status and pre-existing mental health disorders may be factors associated with sustained opioid use following spine surgery. LEVEL OF EVIDENCE Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Andrew J Schoenfeld
- 1Department of Orthopaedic Surgery (A.J.S., K.N., and J.D.K.), Department of Surgery (W.J., M.A.C., R.E.S., and A.H.H.), and Center for Surgery and Public Health (A.J.S., W.J., M.A.C., R.E.S., and A.H.H.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 2Tufts University School of Medicine, Boston, Massachusetts 3Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
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Schoenfeld AJ, Jiang W, Harris MB, Cooper Z, Koehlmoos T, Learn PA, Weissman JS, Haider AH. Association Between Race and Postoperative Outcomes in a Universally Insured Population Versus Patients in the State of California. Ann Surg 2017; 266:267-273. [DOI: 10.1097/sla.0000000000001958] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Race-based differences in duration of stay among universally insured coronary artery bypass graft patients in military versus civilian hospitals. Surgery 2017; 161:1090-1099. [DOI: 10.1016/j.surg.2016.10.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Revised: 09/23/2016] [Accepted: 10/21/2016] [Indexed: 12/12/2022]
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Fisher TF, Waterman BR, Orr JD, Holland CA, Bader J, Belmont PJ. Tibial Tubercle Osteotomy for Patellar Chondral Pathology in an Active United States Military Population. Arthroscopy 2016; 32:2342-2349. [PMID: 27234651 DOI: 10.1016/j.arthro.2016.03.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 03/17/2016] [Accepted: 03/22/2016] [Indexed: 02/02/2023]
Abstract
PURPOSE To quantify rates of perioperative complications, secondary surgery, subjective pain relief, and knee-related medical separation in an active military population after a tibial tubercle osteotomy (TTO) for the primary indication of chondral pathology. METHODS All active-duty service members undergoing TTO with a minimum of 2 years' follow-up were isolated from the Military Health System database. The exclusion criteria were patients with patellar instability, other periarticular osteotomy, and insufficient follow-up. Demographic information and surgical characteristics were abstracted from the electronic health record and correlated with improvement in pain and medical discharge from the military. RESULTS A total of 76 patients (86 knees) who underwent TTO for patellofemoral chondromalacia were identified with a mean age of 32.3 years. Major and minor complications occurred in four patients (4.7%) and three patients (3.5%), respectively, and the overall improvement in the visual analog scale score after TTO was 1.5 (P < .0001). At a mean follow-up of 3.4 years (range, 2.0 to 7.3 years), 37% of patients were unable to return to modified military activity because of knee-related limitations. Junior military rank group (P = .0084), age younger than 35 years (P = .0031), bilateral TTO procedures (P = .0294), and tobacco use (P = .0218; odds ratio, 3.29; 95% confidence interval, 1.19 to 9.12) were risk factors for medical separation, whereas absence of concomitant chondral repair (P = .5408), previous knee procedures (P = .9674), and greater occupational demands (P = .7062) were not. CONCLUSIONS At short-term to midterm follow-up, 63% of patients successfully returned to military function with a low rate of perioperative complications (8%). The postoperative decrease in pain after TTO is of unknown clinical significance. Age younger than 35 years, junior military rank, bilateral TTO procedures, and tobacco use were significant risk factors for medical separation, whereas absence of concomitant cartilage repair, previous knee procedures, and lower occupational demands were not associated with improved visual analog scale scores or prevention of knee-related medical discharge. LEVEL OF EVIDENCE Level IV, therapeutic case series.
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Affiliation(s)
- Tuesday F Fisher
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, U.S.A
| | - Brian R Waterman
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, U.S.A..
| | - Justin D Orr
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, U.S.A
| | - Courtney A Holland
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, U.S.A
| | - Julia Bader
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, U.S.A
| | - Philip J Belmont
- Department of Orthopaedic Surgery and Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas, U.S.A
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Musculoskeletal Injuries in Iraq and Afghanistan: Epidemiology and Outcomes Following a Decade of War. J Am Acad Orthop Surg 2016; 24:341-8. [PMID: 27115793 DOI: 10.5435/jaaos-d-15-00123] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
The combined wars in Afghanistan and Iraq represent the longest ongoing conflicts in American military history, with a combined casualty estimate of >59,000 service members. The nature of combat over the last decade has led to precipitous increases in severe orthopaedic injuries, including traumatic amputations and injuries to the spine. Nearly 75% of all injuries sustained in combat now are caused by explosive mechanisms, and fractures comprise 40% of all musculoskeletal injuries. Injuries to the axial skeleton are more frequent among personnel exposed to combat, and spinal trauma is identified in nearly 40% of those killed. Musculoskeletal injuries are expensive and generate some of the highest rates of long-term disability. Noncombat musculoskeletal injuries are endemic within deployed military service members and occur at a greater than threefold rate compared with combat musculoskeletal injuries. Service members with musculoskeletal injuries or behavioral health conditions, such as posttraumatic stress disorder, depression, and psychosis, and those occupying a low socioeconomic status, have an increased risk of inferior outcomes.
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Garber BG, Rusu C, Zamorski MA, Boulos D. Occupational outcomes following mild traumatic brain injury in Canadian military personnel deployed in support of the mission in Afghanistan: a retrospective cohort study. BMJ Open 2016; 6:e010780. [PMID: 27147386 PMCID: PMC4861116 DOI: 10.1136/bmjopen-2015-010780] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE Deployment-related mild traumatic brain injury (MTBI) occurs in a significant number of military personnel but its long-term impacts are unclear. This study explores the impact of deployment-related MTBI on continued fitness-for-duty, with the ultimate intent of identifying potential targets for intervention to attenuate its effects. PARTICIPANTS Consisted of 16 193 Canadian Armed Forces (CAF) personnel who deployed in support of the mission in Afghanistan and completed an enhanced postdeployment screening (EPDS) questionnaire over the period January 2009-July 2012. PRIMARY OUTCOME The primary outcome was development of permanent medical unfitness defined as a 'career-limiting medical condition' (CL-MC). The secondary outcome was the diagnostic categories recorded for each individual at the time a CL-MC was established. DESIGN This study used a retrospective cohort design. Linked administrative and health data provided the primary outcome and the diagnoses responsible for it. Survival analysis was used to estimate the risk of a CL-MC and Cox regression provided adjusted HRs (aHRs) for the association between a CL-MC and MTBI, accounting for key covariates and confounders. Diagnostic categories associated with CL-MCs were identified. RESULTS Over a median follow-up period of 3.42 years, 6.57% of the study population developed a CL-MC. MTBI was independently associated with CL-MCs (aHR=1.65, 95% CI 1.35 to 2.03). Mental disorders and musculoskeletal conditions were the primary diagnoses associated with CL-MCs (identified as the primary diagnosis in 55.4% and 25.9%, respectively), and a neurological condition was only documented in 5.8% of those with MTBI who developed a CL-MC CONCLUSIONS: Deployment-related MTBI was associated with adverse occupational outcome but mental disorders and musculoskeletal conditions primarily drove subsequent medical unfitness. These findings support a diagnostic and treatment approach focusing on these comorbidities as the most promising strategy to minimise the burden of disability in MTBI-exposed military personnel.
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Affiliation(s)
- Bryan G Garber
- Canadian Forces Health Services Group Headquarters, Ottawa, Ontario, Canada
| | - Corneliu Rusu
- Canadian Forces Health Services Group Headquarters, Ottawa, Ontario, Canada
| | - Mark A Zamorski
- Canadian Forces Health Services Group Headquarters, Ottawa, Ontario, Canada
- Faculty of Medicine, Department of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - David Boulos
- Canadian Forces Health Services Group Headquarters, Ottawa, Ontario, Canada
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Belmont PJ, Heida K, Keeney JA, Hamilton W, Burks R, Waterman BR. Return to Work and Functional Outcomes Following Primary Total Knee Arthroplasty in U.S. Military Servicemembers. J Arthroplasty 2015; 30:968-72. [PMID: 25677939 DOI: 10.1016/j.arth.2015.01.044] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Revised: 01/19/2015] [Accepted: 01/23/2015] [Indexed: 02/01/2023] Open
Abstract
UNLABELLED This investigation sought to determine occupational outcomes after total knee arthroplasty (TKA) in a high-demand cohort. A total of 159 military servicemembers underwent 181 primary TKAs with mean follow-up of 4.1 (range, 2.0-6.6) years. Approximately 18% of servicemembers underwent medical separation from the military due to TKA-related limitations, and age <45 years (OR=2.36; 95% CI: 1.14, 4.90) was established as the significant risk factor. Twenty servicemembers (12.6%) performed postoperative combat deployments, with age <45 years (OR=3.10; 95% CI: 1.29, 7.47) or combat arms designation (OR=2.75; 95% CI: 1.13, 6.73) associated with higher rates of deployment. Nine revision TKAs (5.0%) were performed at an average of 1.9 years. Following TKA, 82% of servicemembers remained on active-duty or completed their military service. LEVEL OF EVIDENCE IV.
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Affiliation(s)
- Philip J Belmont
- Department of Orthopaedic Surgery Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas
| | - Ken Heida
- Department of Orthopaedic Surgery Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas
| | - James A Keeney
- Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, Missouri
| | | | - Rob Burks
- Naval Postgraduate School, Monterrey, California
| | - Brian R Waterman
- Department of Orthopaedic Surgery Rehabilitation, William Beaumont Army Medical Center, El Paso, Texas
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