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Pihlainen K, Santtila M, Nindl BC, Raitanen J, Ojanen T, Vaara JP, Helén J, Nykänen T, Kyröläinen H. Changes in physical performance, body composition and physical training during military operations: systematic review and meta-analysis. Sci Rep 2023; 13:21455. [PMID: 38052976 PMCID: PMC10698179 DOI: 10.1038/s41598-023-48712-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 11/29/2023] [Indexed: 12/07/2023] Open
Abstract
Systematic review and meta-analysis applying PRISMA guidelines with a PICOS format was constructed to provide an overview of changes in physical performance, body composition and physical training in soldiers during prolonged (≥ 3 months) military operations. Twenty-four studies out of the screened 4431 records filled the inclusion criteria. A small decrease in endurance performance was the most consistent finding (Hedge's g [g] - 0.21, 95% CI - 0.01 to - 0.41) while small overall increases in maximal strength of the lower (g 0.33, 95% CI 0.16-0.50) and upper body (g 0.33, 95% CI 0.19-0.46) were observed. In addition, small increases in strength endurance (push-up, g 0.34, 95% CI 0.15-0.52; sit-up g 0.26, 95% CI 0.07-0.44) were observed. The overall changes in body composition were trivial. Heterogeneity in the outcome variables varied mainly between low to moderate. Large inter-individual variations were observed in physical training volume, including decrements especially in endurance training frequency and volume. A reduction in total training load was often associated with negative changes in body composition and physical performance according to the principle of training specificity. Individuals with higher initial fitness level were more susceptible to decrements in their physical performance during operation.
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Affiliation(s)
- K Pihlainen
- Human Performance Sector, Training Division, Defence Command, Helsinki, Finland.
| | - M Santtila
- Department of Leadership and Military Pedagogy, National Defence University, Helsinki, Finland
| | - B C Nindl
- Neuromuscular Research Laboratory/Warrior Human Performance Research Center, Department of Sports Medicine, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - J Raitanen
- Faculty of Social Sciences (Health Sciences), Tampere University, Tampere, Finland
- UKK Institute for Health Promotion Research, Tampere, Finland
| | - T Ojanen
- Human Performance Division, Finnish Defence Research Agency, Tuusula, Finland
| | - J P Vaara
- Department of Leadership and Military Pedagogy, National Defence University, Helsinki, Finland
| | - J Helén
- Department of Leadership and Military Pedagogy, National Defence University, Helsinki, Finland
| | - T Nykänen
- Army Academy, Finnish Defence Forces, Lappeenranta, Finland
| | - H Kyröläinen
- Department of Leadership and Military Pedagogy, National Defence University, Helsinki, Finland
- Neuromuscular Research Center, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyvaskyla, Finland
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Clifton DR, Nelson DA, Choi YS, Edgeworth DB, Nelson KJ, Shell D, Deuster PA. Risk factors for musculoskeletal-related occupational disability among US Army soldiers. BMJ Mil Health 2023; 169:327-334. [PMID: 34373349 DOI: 10.1136/bmjmilitary-2021-001900] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 07/25/2021] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Minimising temporary and permanent disability associated with musculoskeletal conditions (MSK-D) is critical to the mission of the US Army. Prior research has identified potentially actionable risk factors for overall military disability and its MSK-D subset, including elevated body mass index, tobacco use and physical fitness. However, prior work does not appear to have addressed the impact of these factors on MSK-D when controlling for a full range of factors that may affect health behaviours, including aptitude scores that may serve as a proxy for health literacy. Identifying risk factors for MSK-D when providing control for all such factors may inform efforts to improve military readiness. METHODS We studied 494 757 enlisted Army soldiers from 2014 to 2017 using a combined medical and administrative database. Leveraging data from the Army's digital 'eProfile' system of duty restriction records, we defined MSK-D as the first restriction associated with musculoskeletal conditions and resulting in the inability to deploy or train. We used multivariable Cox proportional hazards regression to assess the associations between incident MSK-D and selected risk factors including aptitude scores, physical fitness test scores, body mass index and tobacco use. RESULTS Among the subjects, 281 278 (45.14%) experienced MSK-D. In the MSK-D hazards model, the highest effect size was for failing the physical fitness test (adjusted HR=1.63, 95% CI 1.58 to 1.67, p<0.001) compared with scoring ≥290 points. CONCLUSIONS The analysis revealed the strongest associations between physical fitness and MSK-D. Additional efforts are warranted to determine potential mechanisms for the observed associations between selected factors and MSK-D.
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Affiliation(s)
- Daniel R Clifton
- Department of Military and Emergency Medicine, Consortium for Health and Military Performance, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, USA
- Womack Army Medical Center, Fort Bragg, North Carolina, USA
| | - D A Nelson
- Department of Military and Emergency Medicine, Consortium for Health and Military Performance, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, USA
- Womack Army Medical Center, Fort Bragg, North Carolina, USA
| | - Y S Choi
- Womack Army Medical Center, Fort Bragg, North Carolina, USA
| | - D B Edgeworth
- Department of Military and Emergency Medicine, Consortium for Health and Military Performance, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, USA
- Womack Army Medical Center, Fort Bragg, North Carolina, USA
| | - K J Nelson
- Womack Army Medical Center, Fort Bragg, North Carolina, USA
| | - D Shell
- Health Services Policy and Oversight, Office of the Assistant Secretary of Defense for Health Affairs, Falls Church, Virginia, USA
| | - P A Deuster
- Department of Military and Emergency Medicine, Consortium for Health and Military Performance, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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Clifton DR, Nelson DA, Sammy Choi Y, Edgeworth D, Shell D, Deuster PA. Financial Impact of Embedded Injury-Prevention Experts in US Army Initial Entry Training. J Athl Train 2023; 58:511-518. [PMID: 36583956 PMCID: PMC10496456 DOI: 10.4085/1062-6050-0353.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
CONTEXT The US Army embedded injury-prevention experts (IPEs), specifically athletic trainers and strength and conditioning coaches, into initial entry training (IET) to limit musculoskeletal (MSK) conditions and their negative consequences. However, little is known about the financial impact of IPEs. OBJECTIVE To assess whether IPEs were associated with fewer sunk training costs due to MSK-related early discharges from service. DESIGN Retrospective cohort study. SETTING Database of US Army soldiers' administrative, medical, and readiness records. PATIENTS OR OTHER PARTICIPANTS A total of 198 166 soldiers (age = 20.7 ± 3.2 years, body mass index = 24.4 ± 3.5 kg/m2) who began IET during 2014 to 2017. MAIN OUTCOME MEASURE(S) Early discharge from service was defined as occurring within 6 months of beginning IET. All IET sites employed IPEs from 2011 to 2017, except for 2 sites during April to November 2015. Soldiers who began IET at these 2 sites during these times were categorized as not having IPE exposure. All others were categorized as having IPE exposure. The unadjusted association between IPE access and MSK-related early discharge from service was assessed using logistic regression. Financial impact was assessed by quantifying differences in yearly sunk costs between groups with and those without IPE exposure and subtracting IPE hiring costs. RESULTS Among 14 094 soldiers without IPE exposure, 2.77% were discharged early for MSK-related reasons. Among 184 072 soldiers with IPE exposure, 1.01% were discharged. Exposure to IPEs was associated with reduced odds of MSK-related early discharge (odds ratio = 0.36, 95% CI = 0.32, 0.40, P < .001) and a decrease in yearly sunk training costs of $11.19 to $20.00 million. CONCLUSIONS Employing IPEs was associated with reduced sunk costs because of fewer soldiers being discharged from service early for MSK-related reasons. Evidence-based recommendations should be developed for guiding policy on the roles and responsibilities of IPEs in the military to reduce negative outcomes from MSK conditions and generate a positive return on investment.
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Affiliation(s)
- Daniel R. Clifton
- Consortium for Health and Military Performance, Department of Military & Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD
- Womack Army Medical Center, Fort Bragg, NC
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, MD
| | - D. Alan Nelson
- Consortium for Health and Military Performance, Department of Military & Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD
- Womack Army Medical Center, Fort Bragg, NC
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, MD
| | | | - Daniel Edgeworth
- Consortium for Health and Military Performance, Department of Military & Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD
- Womack Army Medical Center, Fort Bragg, NC
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, MD
| | - Donald Shell
- Health Services Policy and Oversight, Office of the Assistant Secretary of Defense for Health Affairs, Defense Health Headquarters, Falls Church, VA
| | - Patricia A. Deuster
- Consortium for Health and Military Performance, Department of Military & Emergency Medicine, F. Edward Hébert School of Medicine, Uniformed Services University, Bethesda, MD
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Harris JA, Carins J, Rundle-Thiele S. Can Social Cognitive Theory Influence Breakfast Frequency in an Institutional Context: A Qualitative Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182111270. [PMID: 34769788 PMCID: PMC8582903 DOI: 10.3390/ijerph182111270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/22/2021] [Accepted: 10/24/2021] [Indexed: 11/19/2022]
Abstract
Breakfast is considered an important meal, especially for people who are about to commence a long or demanding workday, and for roles that may involve physical tasks and a requirement to remain alert and vigilant in potentially high-risk situations. This study looks at breakfast consumption influences within two workplace institutional settings, namely military and mining. Semi-structured interviews were conducted with military personnel (n = 12) and mining employees (n = 12) to understand their breakfast consumption behaviour at work and at home, and the associated behavioural influences. The interview questions were framed by social cognitive theory. Overall, cognitive and environmental influences were the most prominent influences on breakfast consumption, less evident were behavioural influences. A negative stereotype of workplace institutional food services emerged as one of the most significant barriers to breakfast consumption for those already at work. Considerations of environmental influences on behaviour may need to be broadened beyond physical barriers and social influences, to include perceptions of the behavioural environment. Programs that aim to increase breakfast consumption must create areas where their employees want to go. Food systems need to ensure nutritious, quality, and appealing food is available. Interventions need to increase participants’ knowledge, improve their attitudes, and create positive expectations for breakfast.
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Abstract
INTRODUCTION It is critical for the U.S. Army Medical Department to acknowledge the distinctive medical needs of soldiers and conceptualize soldier-centered care as a unique concept. In addition to the nationally recognized standards of patient-centered care, soldier-centered care includes provisions for the priorities of soldier health and wellness, injury prevention, illness and injury management, and the preservation of physical performance and medical readiness. The development of soldier-centered care as a distinctive concept may strengthen the evidence base for interventions that support improvements to soldier care and thus, enhance health outcomes specific to soldiers. The purpose of this article is to analyze the concept of soldier-centered care, clarify the meaning of soldier-centered care, and propose a theoretical definition. METHODS Rodgers' evolutionary concept analysis method was used to search and analyze the literature for related terms, attributes, antecedents, and consequences and to create a theoretical definition for soldier-centered care. RESULTS The results of this concept analysis indicated that soldier-centered care is realized through the presence of nine attributes: operational alignment of care, provider and support staff therapeutic competence, management of transitions and care coordination, technology and accessibility, management of limited and lost work days, trust and expectation management, leadership support, continuity, and access to care. Soldier-centered care is focused on health and wellness promotion, disease and injury prevention, and early diagnosis and treatment of acute injuries in the primary care setting to facilitate timely injury recovery, reduce reinjury, and prevent long-term disabilities. The result of soldier-centered care is enhanced physical performance, medical readiness, and deployability for soldiers. Based on the literature analysis, the following theoretical definition of soldier-centered care is proposed: Soldier-centered care is individualized, comprehensive healthcare tailored to the soldier's unique medical needs delivered by a care team of competent primary care providers and support staff who prioritize trust and expectation management, operational alignment of care, leadership support, care coordination, and the management of limited and lost workdays through the use of evidence-based practice approaches that employ innovative information technology to balance access to care and continuity. CONCLUSIONS The concept of soldier-centered care often emerges in discussions about optimal physical performance and medical readiness for soldiers. Although soldier-centered care and patient-centered care have similar conceptual underpinning, it is important to clarify the unique physical and medical requirements for soldiers that differentiate soldier-centered care from patient-centered care. Implementing the defining attributes of soldier-centered care in the U.S. Army primary care setting may improve the quality of care and health outcomes for soldiers. When defining performance metrics for primary care models of care, the U.S. Army Medical Department must consider assessing outcomes specific to the soldier population. Developing empirical indicators for the attributes of soldier-centered care will support meaningful testing of the concept.
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Affiliation(s)
- Tanekkia M Taylor-Clark
- University of Alabama at Birmingham, School of Nursing, 1701 University Boulevard, Birmingham, AL, 35205
| | - Patricia A Patrician
- University of Alabama at Birmingham, School of Nursing, 1701 University Boulevard, Birmingham, AL, 35205
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Sotelo-Díaz I, Blanco-Lizarazo CM. A systematic review of the nutritional implications of military rations. Nutr Health 2019; 25:153-161. [PMID: 30623731 DOI: 10.1177/0260106018820980] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
BACKGROUND The objective of this study was to assess military rations. Military rations must provide military personnel with suitable nutrition, as high-quality nutrition is crucial for promoting health. AIM This systematic review provides information regarding the nutritional design of military rations according to energy and protein intake and supplements. METHODS A systematic search was conducted for articles published to date regarding the nutritional needs involved in a military diet for an active population of either gender, ranging from 18 to 60 years old, without excluding material by year, type of document, location, or author. The pertinent articles found were published from 1994 to 2017. RESULTS Physical activity and environmental factors directly affect calculating energy needs and carbohydrate intake when designing military rations. However, the results showed no influence on protein, fat and/or sodium intake. Furthermore, the search revealed that military populations have a high intake of dietary supplements; it is thus worth considering their incorporation into campaign rations. CONCLUSION Military personnel macro- and micro-nutrient needs depend on physical activity and nutrient intake measurement methodologies. The data regarding military personnel dietary supplement consumption indicated that this is a niche worth considering when designing military rations. Research on nutritional needs for military rations could concentrate on optimizing the amount of macro- and micro-nutrients and their biological value, according to physical activity, as well as maintaining their sensory quality, safety and shelf life using different processing technologies.
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Affiliation(s)
- Indira Sotelo-Díaz
- 1 Grupo de Investigación Alimentación Gestión de Procesos y Servicio, Universidad de La Sabana, Colombia
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