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Stegerhoek P, Kooijman K, Ziesemer K, IJzerman H, Kuijer PPFM, Verhagen E. Risk factors for adverse health in military and law enforcement personnel; an umbrella review. BMC Public Health 2024; 24:3151. [PMID: 39538210 PMCID: PMC11562480 DOI: 10.1186/s12889-024-20553-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND A better understanding of adverse health and underlying risk factors in the context of military and law enforcement is essential to developing future preventative strategies. We conducted an umbrella review to provide an overview of the current literature regarding risk factors for adverse health in military and law enforcement populations. METHODS We systematically searched the literature for systematic reviews and meta-analyses regarding risk factors for adverse health in military or law enforcement populations. We critically appraised the studies that matched our inclusion criteria, extracted the adverse health outcomes and underlying risk factors, and narratively synthesised the findings. RESULTS This umbrella review included 34 systematic reviews that covered data from 43 countries. We identified twenty-six adverse health outcomes and 220 underlying risk factors. The adverse health outcomes covered in the included systematic reviews were one infectious disease (Heliobacter pylori infection); two endocrine, nutritional, or metabolic diseases (metabolic syndrome and obesity); seven mental, behavioural, or neurodevelopmental disorders (adjustment disorder, alcohol misuse, anxiety, depression, poor mental health, PTSD, and stress); two diseases of the nervous system (insomnia and sleep-disordered breathing); one disease of the ear or mastoid process (noise-induced hearing loss); eight diseases of the musculoskeletal system and connective tissue (cervical spine injuries, injuries, lower extremity injuries, musculoskeletal injuries, neck pain, rhabdomyolysis, and stress fractures); one symptom, signs and abnormal clinical and laboratory findings, not elsewhere classified (suicidal ideation); three injuries, poisonings, or other consequences of external causes (concussion, heat illness, and suicide); and one factor influencing health status and contact with health services (burnout). Of the 220 identified risk factors, 136 were modifiable, and the most frequently reported were female sex, older age, lower functional movement screen scores, maladaptive coping, lack of social support, and neuroticism. CONCLUSION This umbrella review identified twenty-six adverse health outcomes and their underlying risk factors in military and law enforcement populations. Hereby, this study provides potential starting points for preventing adverse health in these populations. It also identifies a broad lack of systematic reviews investigating mental, behavioural, or neurodevelopmental disorders in military populations and diseases of the musculoskeletal system and connective tissue in law enforcement populations. PROSPERO REGISTRATION NUMBER CRD42022378123.
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Affiliation(s)
- Pablo Stegerhoek
- Amsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands.
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
- Academic Medical Centre, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands.
- Health Care Section, Royal Netherlands Marechaussee, Plein-Kalvermarkt-Complex, Kalvermarkt 32, 2511 CB, Den Haag, The Netherlands.
| | - Karlijn Kooijman
- Amsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands
- Netherlands Institute for the Study of Crime and Law Enforcement, Nederlands Studiecentrum Criminaliteit en Rechtshandhaving, Amsterdam, Netherlands
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Kirsten Ziesemer
- Medical Library, University Library, Vrije Universiteit, Amsterdam, Netherlands
| | - Herman IJzerman
- Health Care Section, Royal Netherlands Marechaussee, Plein-Kalvermarkt-Complex, Kalvermarkt 32, 2511 CB, Den Haag, The Netherlands
| | - P Paul F M Kuijer
- Amsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Evert Verhagen
- Amsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands
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Son JY, Choi OS, Kim YM. Oral habits and temporomandibular joint disorders according to stress levels among military personnel in South Korea: A cross-sectional study. J Oral Rehabil 2024; 51:1499-1506. [PMID: 38706184 DOI: 10.1111/joor.13727] [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: 01/23/2024] [Revised: 03/21/2024] [Accepted: 04/26/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Military personnel suffer from stress-induced temporomandibular joint disorders (TMD). No previous studies have evaluated the oral habits and TMD in military personnel based on their stress levels. OBJECTIVES To examine the correlation between oral habits and TMD based on stress levels. In addition, we assessed the relationship between stress levels and TMD by military rank as well as the impact of oral habits on TMD. METHOD This cross-sectional survey included 89 military personnel who visited the Armed Forces Medical Center in Korea with discomfort in the temporomandibular joint (TMJ) discomfort. Oral habits, stress level, TMD and general characteristics of the subjects were investigated. A questionnaire was distributed to the subjects who agreed to the study, and they were asked to respond in a self-written form. Multiple linear regression analysis was performed to examine the factors that affect oral habits and TMJ symptoms. RESULTS Stress scores and oral habits were highest in the 'Private' rank. In contrast, temporomandibular joint symptoms were highest in the 'Corporal' rank. Additionally, the high-risk stress group exhibited higher scores in oral habits and TMD compared to the potential stress group. Furthermore, there was a positive correlation between an increase in high-risk stress scores and a rise in oral habits. And individuals with more oral habits are at an increased likelihood of experiencing TMD. CONCLUSION Our study findings suggest that military personnel with prevent TMD and improve oral habits by addressing stress levels.
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Affiliation(s)
- Ji-Young Son
- Department of Preventive and Social Dentistry, School of Dentistry, Seoul National University, Seoul, Korea
- Dental Research Institute, Seoul National University, Seoul, South Korea
| | - Ok-Sun Choi
- Department of dental hygiene, Gangdong University, Eumseong-gun, Korea
| | - You-Mi Kim
- Department of Spinal Cord Injury Rehabilitation, National Rehabilitation Center, Seoul, Korea
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Vieira LMSMDA, Mininel VA, Sato TDO. Sleep Quality as a Mediator of Burnout, Stress and Multisite Musculoskeletal Pain in Healthcare Workers: A Longitudinal Study. Healthcare (Basel) 2023; 11:2476. [PMID: 37761673 PMCID: PMC10531134 DOI: 10.3390/healthcare11182476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/01/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
This study aimed to verify whether sleep quality is a mediator of the relationship between burnout, stress and multisite pain in healthcare workers in a longitudinal study with 12 months of follow-up during the COVID-19 pandemic. Online questionnaires were used for data collection. The sociodemographic questionnaire contained personal and occupational data. The short version of the Copenhagen Psychosocial Questionnaire (COPSOQ II-Br) was used to assess burnout and stress. The Pittsburgh Sleep Quality Index (PSQI-Br) assessed sleep quality over one month. The Nordic Musculoskeletal Questionnaire (NMQ) aimed to identify the presence of multisite musculoskeletal pain in the last 12 months and the last 7 days. Mediation analysis was used to verify whether the effect of the predictor variables (burnout and stress) on the dependent variable (number of pain sites in the last 12 months and 7 days) was due to an intervening variable (sleep quality). Stress and burnout were associated with multisite pain in healthcare workers in the last 12 months and the last 7 days. Sleep quality was a significant mediator of this association in the last 12 months, indicating that some of the association between burnout, stress and multisite pain can be explained by poor sleep quality. Thus, a comprehensive approach to long-term multisite pain should consider psychosocial aspects such as burnout, stress and sleep quality.
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Affiliation(s)
| | - Vivian Aline Mininel
- Nursing Department, Universidade Federal de São Carlos, São Carlos 13565-905, Brazil;
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Laroche MA, Chassé É, Théoret D, Lalonde F, Comtois AS. Assessment of Training Load, Sleep, Injuries, and Operational Physical Performance During Basic Military Qualification. Mil Med 2023; 188:e2018-e2025. [PMID: 36355828 DOI: 10.1093/milmed/usac334] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 09/08/2022] [Accepted: 10/15/2022] [Indexed: 02/17/2024] Open
Abstract
INTRODUCTION Optimizing training load (TL) and sleep is essential to maximize physical performance and prevent musculoskeletal injuries (MSKIs) for Canadian forces recruits during the 10-week basic military qualification (BMQ) course. The purpose of this study was to assess the TL, sleep duration, the occurrence of MSKIs during the BMQ, and the operation fitness performance during the BMQ. MATERIALS AND METHODS Forty Canadian recruits, eight females and 32 males, (age 24 ± 5 years; height 176.4 ± 10.4 cm), were monitored with an accelerometer (GENEActiv) on their wrist between weeks 1 and 9 to evaluate the TL and sleep duration. During weeks 2 and 10, the recruits completed an operational fitness evaluation. Injury surveillance was performed over 10 weeks. RESULTS TL intensity was significantly different (P = 0.0001) from week to week. The weekly average total time of moderate and vigorous physical activity was 189.7 ± 48.1 min and 44.7 ± 15.2 min, respectively. The average sleep duration was 5.4 ± 0.4 h per night and decreased to 4.2 h ± 0.4 during field exercises. A significant difference in sleep duration was observed between recruits with and without a MSKI. The recruits accumulated a total of 95 days under medical restrictions with an average of 3.8 consecutive days. The VO2peak estimated from the Fitness for Operational Requirements of Canadian Armed Forces Employment job-based simulation test significantly improved from weeks 2 to 10 (pre, 47.1 ± 6.3; post: 50.2 ± 5.8; P = 0.001). CONCLUSIONS TL is of high magnitude and varies from week to week. The reported mean sleep duration per week may perhaps negatively impact the occurrence of MSKI. No significant improvement was detected in operational fitness by the end of the BMQ.
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Affiliation(s)
- Marie-Andrée Laroche
- Personnel Support Program, Canadian Forces Leadership and Recruit School, Richelain, QC J0J 1R0, Canada
- Department of Exercise Sciences, Faculty of Sciences, Université du Québec à Montréal, Montréal, QC H2X 3Y7, Canada
| | - Étienne Chassé
- Human Performance Research and Development, Canadian Forces Morale and Welfare Services, Ottawa, ON K1J 1J7, Canada
| | - Daniel Théoret
- Human Performance Research and Development, Canadian Forces Morale and Welfare Services, Ottawa, ON K1J 1J7, Canada
| | - François Lalonde
- Department of Exercise Sciences, Faculty of Sciences, Université du Québec à Montréal, Montréal, QC H2X 3Y7, Canada
| | - Alain-Steve Comtois
- Department of Exercise Sciences, Faculty of Sciences, Université du Québec à Montréal, Montréal, QC H2X 3Y7, Canada
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Knapik JJ, Caldwell JA, Steelman RA, Trone DW, Farina EK, Lieberman HR. Short sleep duration is associated with a wide variety of medical conditions among United States military service members. Sleep Med 2023; 101:283-295. [PMID: 36470164 DOI: 10.1016/j.sleep.2022.11.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 11/23/2022]
Abstract
OBJECTIVES This cross-sectional study investigated self-reported sleep duration and its association with a comprehensive range of clinically-diagnosed medical condition categories (CDMCs), as well as the relationship between short sleep duration (≤6 h) and demographic/lifestyle factors, among United States military service members (SMs). METHODS A stratified random sample of SMs (n = 20,819) completed an online questionnaire on usual daily hours of sleep and demographic/lifestyle characteristics. CDMCs for a six-month period prior to questionnaire completion were obtained from a comprehensive military electronic medical surveillance system and grouped into 33 CDMCs covering both broad and specific medical conditions. Prevalence of CDMCs was compared among three sleep duration categories (≤4, 5-6 and ≥7 h). RESULTS SMs reported a mean ± standard deviation of 6.3 ± 1.4 h of sleep per day. After adjustment for demographic/lifestyle characteristics, shorter sleep duration was associated with higher odds of a medical condition in 25 of 33 CDMCs, with most (n = 20) demonstrating a dose-response relationship. The five CDMCs with the largest differences between ≤4 vs ≥ 7 h sleep were: diseases of the nervous system (odds ratio [OR] = 2.9, 95% confidence interval [95%CI] = 2.4-3.4), mental/behavioral diseases (OR = 2.7, 95%CI = 2.3-3.2), diseases of the musculoskeletal system (OR = 1.9, 95%CI = 1.6-2.1), diseases of the circulatory system (OR = 1.7, 95%CI = 1.3-2.2), and diseases of the digestive system (OR = 1.6, 95%CI = 1.2-2.0). Six hours of sleep or less was independently associated with older age, less formal education, race, Hispanic ethnicity, higher body mass index, smoking, and military service branch. CONCLUSIONS In this young, physically active population, reporting shorter sleep duration was associated with a higher risk of multiple CDMCs.
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Affiliation(s)
- Joseph J Knapik
- Military Nutrition Division, U.S. Army Research Institute of Environmental Medicine, 10 General Greene Ave, Natick, MA, 01760, USA.
| | - John A Caldwell
- Military Nutrition Division, U.S. Army Research Institute of Environmental Medicine, 10 General Greene Ave, Natick, MA, 01760, USA; Laulima Government Solutions, 5301 Buckystown Pike, STE 460, Frederick, MD, 21704, USA
| | - Ryan A Steelman
- U.S. Army Public Health Center, 8252 Blackhawk Rd, Aberdeen Proving Ground, MD, 21010, USA
| | - Daniel W Trone
- Naval Health Research Center, Building 329, Ryne Rd, San Diego, CA, 92152, USA
| | - Emily K Farina
- Military Nutrition Division, U.S. Army Research Institute of Environmental Medicine, 10 General Greene Ave, Natick, MA, 01760, USA
| | - Harris R Lieberman
- Military Nutrition Division, U.S. Army Research Institute of Environmental Medicine, 10 General Greene Ave, Natick, MA, 01760, USA
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