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      Pre-neuromusculoskeletal injury Risk factor Evaluation and Post-neuromusculoskeletal injury Assessment for Return-to-duty/activity Enhancement (PREPARE) in military service members: a prospective, observational study protocol

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          Abstract

          Background

          Non-battle related musculoskeletal injuries (MSKI) are one of the primary medical issues diminishing Service member medical readiness. The MSKI problem is challenging because it is difficult to assess all of the factors that increase MSKI risk and influence post-MSKI outcomes. Currently, there are no high-throughput, clinically-feasible, and comprehensive assessments to generate patient-centric data for informing pre- and post-MSKI risk assessment and mitigation strategies. The objective of the “Pre-neuromusculoskeletal injury Risk factor Evaluation and Post-neuromusculoskeletal injury Assessment for Return-to-duty/activity Enhancement (PREPARE)” study is to develop a comprehensive suite of clinical assessments to identify the patient-specific factors contributing to MSKI risks and undesired post-MSKI outcomes.

          Methods

          This is a phased approach, multi-center prospective, observational study (ClinicalTrials.gov number: NCT05111925) to identify physical and psychosocial factors contributing to greater MSKI risk and undesired post-MSKI outcomes, and to identify and validate a minimal set of assessments to personalize risk mitigation and rehabilitation strategies. In Phase I, one cohort (n = 560) will identify the physical and psychosocial factors contributing to greater MSKI risks (single assessment), while a second cohort (n = 780) will identify the post-MSKI physical and psychosocial factors contributing to undesired post-MSKI outcomes (serial assessments at enrollment, 4 weeks post-enrollment, 12 weeks post-enrollment). All participants will complete comprehensive movement assessments captured via a semi-automated markerless motion capture system and instrumented walkway, joint range of motion assessments, psychosocial measures, and self-reported physical fitness performance and MSKI history. We will follow participants for 6 months. We will identify the minimum set of clinical assessments that provide requisite data to personalize MSKI risk mitigation and rehabilitation strategies, and in Phase II validate our optimized assessments in new cohorts.

          Discussion

          The results of this investigation will provide clinically relevant data to efficiently inform MSKI risk mitigation and rehabilitation programs, thereby helping to advance medical care and retain Service members on active duty status.

          Trial Registration: PREPARE was prospectively registered on ClinicalTrials.gov (NCT05111925) on 5 NOV 2021, prior to study commencement.

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          Most cited references45

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          Principled missing data methods for researchers

          The impact of missing data on quantitative research can be serious, leading to biased estimates of parameters, loss of information, decreased statistical power, increased standard errors, and weakened generalizability of findings. In this paper, we discussed and demonstrated three principled missing data methods: multiple imputation, full information maximum likelihood, and expectation-maximization algorithm, applied to a real-world data set. Results were contrasted with those obtained from the complete data set and from the listwise deletion method. The relative merits of each method are noted, along with common features they share. The paper concludes with an emphasis on the importance of statistical assumptions, and recommendations for researchers. Quality of research will be enhanced if (a) researchers explicitly acknowledge missing data problems and the conditions under which they occurred, (b) principled methods are employed to handle missing data, and (c) the appropriate treatment of missing data is incorporated into review standards of manuscripts submitted for publication.
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            The Epidemiology of low back pain.

            Low back pain is an extremely common problem that most people experience at some point in their life. While substantial heterogeneity exists among low back pain epidemiological studies limiting the ability to compare and pool data, estimates of the 1 year incidence of a first-ever episode of low back pain range between 6.3% and 15.4%, while estimates of the 1 year incidence of any episode of low back pain range between 1.5% and 36%. In health facility- or clinic-based studies, episode remission at 1 year ranges from 54% to 90%; however, most studies do not indicate whether the episode was continuous between the baseline and follow-up time point(s). Most people who experience activity-limiting low back pain go on to have recurrent episodes. Estimates of recurrence at 1 year range from 24% to 80%. Given the variation in definitions of remission and recurrence, further population-based research is needed to assess the daily patterns of low back pain episodes over 1 year and longer. There is substantial information on low back pain prevalence and estimates of the point prevalence range from 1.0% to 58.1% (mean: 18.1%; median: 15.0%), and 1 year prevalence from 0.8% to 82.5% (mean: 38.1%; median: 37.4%). Due to the heterogeneity of the data, mean estimates need to be interpreted with caution. Many environmental and personal factors influence the onset and course of low back pain. Studies have found the incidence of low back pain is highest in the third decade, and overall prevalence increases with age until the 60-65 year age group and then gradually declines. Other commonly reported risk factors include low educational status, stress, anxiety, depression, job dissatisfaction, low levels of social support in the workplace and whole-body vibration. Low back pain has an enormous impact on individuals, families, communities, governments and businesses throughout the world. The Global Burden of Disease 2005 Study (GBD 2005) is currently making estimates of the global burden of low back pain in relation to impairment and activity limitation. Results will be available in 2011. Further research is needed to help us understand more about the broader outcomes and impacts from low back pain. 2010 Elsevier Ltd. All rights reserved.
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              Psychometric properties of the TSK-11: a shortened version of the Tampa Scale for Kinesiophobia.

              The Tampa Scale for Kinesiophobia (TSK) is one of the most frequently employed measures for assessing pain-related fear in back pain patients. Despite its widespread use, there is relatively little data to support the psychometric properties of the English version of this scale. This study investigated the psychometric properties of the English version of the TSK in a sample of chronic low back pain patients. Item analysis revealed that four items possessed low item total correlations (4, 8, 12, 16) and four items had response trends that deviated from a pattern of normal distribution (4, 9, 12, 14). Consequently, we tested the psychometric properties of a shorter version of the TSK (TSK-11), having excluded the six psychometrically poor items. The psychometric properties of this measure were compared to those of the original TSK. Both measures demonstrated good internal consistency (TSK: alpha=0.76; TSK-11: alpha=0.79), test-retest reliability (TSK: ICC=0.82, SEM=3.16; TSK-11: ICC=0.81, SEM=2.54), responsiveness (TSK: SRM=-1.19; TSK-11: SRM=-1.11), concurrent validity and predictive validity. In respect of specific cut-off scores, a reduction of at least four points on both measures maximised the likelihood of correctly identifying an important reduction in fear of movement. Overall, the TSK-11 possessed similar psychometric properties to the original TSK and offered the advantage of brevity. Further research is warranted to investigate the utility of the new instrument and the cut-off scores in a wider group of chronic pain patients in different clinical settings.
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                Author and article information

                Contributors
                timothy.c.mauntel.civ@health.mil
                Journal
                J Transl Med
                J Transl Med
                Journal of Translational Medicine
                BioMed Central (London )
                1479-5876
                25 December 2022
                25 December 2022
                2022
                : 20
                : 619
                Affiliations
                [1 ]Research & Surveillance Division, Extremity Trauma and Amputation Center of Excellence, 4494 Palmer Rd N, Bethesda, MD 20814 USA
                [2 ]GRID grid.414467.4, ISNI 0000 0001 0560 6544, Research & Development Section, Department of Rehabilitation, , Walter Reed National Military Medical Center, ; 4494 Palmer Rd N, Bethesda, MD 20814 USA
                [3 ]GRID grid.265436.0, ISNI 0000 0001 0421 5525, Department of Physical Medicine & Rehabilitation, , Uniformed Services University of the Health Sciences, ; 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
                [4 ]GRID grid.414467.4, ISNI 0000 0001 0560 6544, Department of Research, , Walter Reed National Military Medical Center, ; 4494 Palmer Rd N, Bethesda, MD 20814 USA
                [5 ]GRID grid.478868.d, ISNI 0000 0004 5998 2926, Clinical Quality Management, , Defense Health Agency, ; 7700 Arlington Blfd, Falls Church, VA 22042 USA
                [6 ]GRID grid.256969.7, ISNI 0000 0000 9902 8484, Department of Physical Therapy, , High Point University, ; 1 N University Pkwy, High Point, NC 27268 USA
                [7 ]U.S. Army Forces Command, 4700 Knox St, Fort Bragg, NC 28301 USA
                [8 ]GRID grid.414467.4, ISNI 0000 0001 0560 6544, Physical Therapy Service, Department of Rehabilitation, , Walter Reed National Military Medical Center, ; 4494 Palmer Rd N, Bethesda, MD 20814 USA
                [9 ]GRID grid.253615.6, ISNI 0000 0004 1936 9510, Department of Health, Human Function and Rehabilitation Science, , The George Washington University, ; 2200 Pennsylvania Ave NW, Washington, DC, 20006 USA
                [10 ]Research & Surveillance Divsion, Extremity Trauma & Amputation Center of Excellence, 2817 Reilly Rd, Fort Bragg, NC 28310 USA
                [11 ]GRID grid.265436.0, ISNI 0000 0001 0421 5525, Department of Surgery, , Uniformed Services University of the Health Sciences, ; 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
                [12 ]GRID grid.417180.b, ISNI 0000 0004 0418 8549, Department of Clinical Investigations, , Womack Army Medical Center, ; 2817 Reilly Rd, Fort Bragg, NC 28301 USA
                Article
                3832
                10.1186/s12967-022-03832-7
                9790128
                36567311
                d78780c1-d33c-4015-a8f3-c123be3927f8
                © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2022

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 25 May 2022
                : 14 December 2022
                Funding
                Funded by: Defense Health Program
                Award ID: MO220177
                Award Recipient :
                Categories
                Protocol
                Custom metadata
                © The Author(s) 2022

                Medicine
                musculoskeletal injury,neuromuscular,military,service member,tactical athlete,risk assessment,risk mitigation

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