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Ellis JM, Estevez Burns RA, Blue Star JA, Patience MA, Brown LN, Ruggieri J, Joiner AV, Little MA, Talcott WG. A social-ecological examination of sleep among Airmen in technical training. MILITARY PSYCHOLOGY 2024; 36:311-322. [PMID: 38661470 PMCID: PMC11057661 DOI: 10.1080/08995605.2023.2177470] [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: 05/06/2022] [Accepted: 01/30/2023] [Indexed: 02/18/2023]
Abstract
Inadequate sleep is an on-going risk to the health and mission readiness of U.S. Armed Forces, with estimates of sleep problems high above U.S. civilian populations. Intervening early in the career of active duty Air Force personnel (or "Airmen") with education and the establishment of healthy behaviors may prevent short and long term-detriments of sleep problems. This paper describes the results of a qualitative study seeking to understand the facilitators and barriers to achieving good sleep in a technical training school during the first year of entry into the United States Air Force. Using the social ecological framework and content analysis, three focus groups with Airmen were conducted to explore themes at the individual, social, environmental, and organizational/policy level. Overall, results indicated a cohort motivated to achieve good sleep, and also struggling with a number of barriers across each level. This paper highlights opportunities for population health interventions during technical training aimed at supporting Airmen in developing healthy sleep behaviors early in the course of their career.
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Affiliation(s)
- J. M. Ellis
- Wilford Hall Ambulatory Surgical Center, 59 Medical Wing, Joint Base San Antonio- Lackland, United States Air Force, Arlington, Virginia
| | - R. A. Estevez Burns
- Wilford Hall Ambulatory Surgical Center, 59 Medical Wing, Joint Base San Antonio- Lackland, United States Air Force, Arlington, Virginia
| | - J. A. Blue Star
- Wilford Hall Ambulatory Surgical Center, 59 Medical Wing, Joint Base San Antonio- Lackland, United States Air Force, Arlington, Virginia
| | - M. A. Patience
- Malcolm Grow Medical Clinics and Surgery Center, 316 Medical Group, Joint Base Andrews, United States Air Force, Arlington, Virginia
| | - L. N. Brown
- 412 Medical Group, Edwards Air Force Base, United States Air Force, Arlington, Virginia
| | - J. Ruggieri
- 5 Medical Group, Minot Air Force Base, United States Air Force, Arlington, Virginia
| | - A. V. Joiner
- 71 Medical Group, Vance Air Force Base, United States Air Force, Arlington, Virginia
| | - M. A. Little
- School of Medicine, Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - W. G. Talcott
- Wilford Hall Ambulatory Surgical Center, 59 Medical Wing, Joint Base San Antonio- Lackland, United States Air Force, Arlington, Virginia
- School of Medicine, Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
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Gray JC, Larson MJ, Moresco N, Dufour S, Ritter GA, DeLeon PD, Milliken CS, Vest N, Adams RS. Healthcare utilization and readiness outcomes among soldiers with post-deployment at-risk drinking, by multimorbidity class. Alcohol 2024; 114:31-39. [PMID: 37619959 PMCID: PMC10881892 DOI: 10.1016/j.alcohol.2023.08.008] [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: 05/22/2023] [Revised: 08/08/2023] [Accepted: 08/20/2023] [Indexed: 08/26/2023]
Abstract
Although alcohol use disorder (AUD) regularly co-occurs with other conditions, there has not been investigation of specific multimorbidity classes among military members with at-risk alcohol use. We used latent class analysis (LCA) to cluster 138,929 soldiers with post-deployment at-risk drinking based on their co-occurring psychological and physical health conditions and indicators of alcohol severity. We examined the association of these multimorbidity classes with healthcare utilization and military readiness outcomes. Latent class analysis was conducted on 31 dichotomous indicators capturing alcohol use severity, mental health screens, psychological and physical health diagnoses, and tobacco use. Longitudinal survival analysis was used to examine the relative hazards of class membership regarding healthcare utilization (e.g., emergency department visit, inpatient stay) and readiness outcomes (e.g., early separation for misconduct). Latent class analysis identified five classes: Class 1 -Relatively Healthy (51.6 %); Class 2 - Pain/Tobacco (17.3 %); Class 3 - Heavy Drinking/Pain/Tobacco (13.1 %); Class 4 - Mental Health/Pain/Tobacco (12.7 %); and Class 5 - Heavy Drinking/Mental Health/Pain/Tobacco (5.4 %). Musculoskeletal pain and tobacco use were prevalent in all classes, though highest in Classes 2, 4, and 5. Classes 4 and 5 had the highest hazards of all outcomes. Class 5 generally exhibited slightly higher hazards of all outcomes than Class 4, demonstrating the exacerbation of risk among those with heavy drinking/AUD in combination with mental health conditions and other multimorbidity. This study provides new information about the most common multimorbidity presentations of at-risk drinkers in the military so that targeted, individualized care may be employed. Future research is needed to determine whether tailored prevention and treatment approaches for soldiers in different multimorbidity classes is associated with improved outcomes.
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Affiliation(s)
- Joshua C Gray
- Uniformed Services University of the Health Sciences, Department of Medical and Clinical Psychology, Bethesda, MD 20814, United States.
| | - Mary Jo Larson
- Brandeis University, Heller School for Social Policy and Management, Institute for Behavioral Health, Waltham, MA 02453, United States
| | - Natalie Moresco
- Brandeis University, Heller School for Social Policy and Management, Institute for Behavioral Health, Waltham, MA 02453, United States
| | - Steven Dufour
- Uniformed Services University of the Health Sciences, Department of Medical and Clinical Psychology, Bethesda, MD 20814, United States; Naval Medical Center Portsmouth, Portsmouth, VA 23708, United States
| | - Grant A Ritter
- Brandeis University, Heller School for Social Policy and Management, Institute for Behavioral Health, Waltham, MA 02453, United States
| | - Patrick D DeLeon
- Walter Reed National Military Medical Center, Bethesda, MD 20814, United States
| | - Charles S Milliken
- Army's Substance Use Disorder Clinical Care, Office of the Army Surgeon General, Defense Health Headquarters, 7700 Arlington Blvd., Falls Church, VA 22042, United States
| | - Noel Vest
- Boston University School of Public Health, Department of Community Health Sciences, Boston, MA 02118, United States
| | - Rachel Sayko Adams
- Brandeis University, Heller School for Social Policy and Management, Institute for Behavioral Health, Waltham, MA 02453, United States; Boston University School of Public Health, Department of Health Law, Policy & Management, Boston, MA 02118, United States; Veterans Health Administration, Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, CO 80045, United States
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Aycock CA, Mallawaarachchi I, Klesges RC, Wang XQ, Cassidy DG, Wiseman KP, Krunnfusz AE, Kundu D, Patience MA, Estevez Burns R, Talcott GW. Decreasing alcohol use among young adults presenting for service in the U.S. Air Force: An epidemiological surveillance study. MILITARY PSYCHOLOGY 2023:1-10. [PMID: 37725685 DOI: 10.1080/08995605.2023.2259283] [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: 05/18/2023] [Accepted: 08/30/2023] [Indexed: 09/21/2023]
Abstract
U.S. surveys demonstrate recent decreases in the prevalence of alcohol use and binge drinking among young adults. The current study aims to determine whether similar trends are evident in a similarly aged cohort of service members in the US Air Force to inform ongoing prevention efforts. Participants were 103,240 Air Force personnel in entry-level training between 2016 and 2019. Participants anonymously completed the AUDIT (Alcohol Use Disorder Identification Test) regarding their pre-service drinking. Logistic regression analyses and the Cochran-Armitage test were conducted to measure population trends over the study duration with stratification by age (<21 vs. ≥21) and evaluation of specific alcohol behaviors. Between 2016 and 2019, the proportion of young service members endorsing any alcohol use significantly decreased for both the <21 group (i.e. from 38.9% to 32.6%) and the ≥21 group (i.e. from 80.6% to 77.5%). Among those who endorsed drinking, a decrease over time in binge use was also observed from 46.6% to 37.8% for the <21 group and from 34.2% to 27.5% for the ≥21 group. Responses to other specific alcohol risk items and total AUDIT scores also demonstrated decreases. Binge use and risky drinking remained disproportionately common among those under the legal drinking age. It is encouraging to observe a shift toward abstinence and decreased binge use among this population of young military recruits. However, given the risk for many adverse health and legal consequences in this population, more work is needed to prevent problematic drinking, especially among those under the legal drinking age.
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Affiliation(s)
- Chase A Aycock
- Clinical Health Psychology, Wilford Hall Ambulatory Surgical Center, JBSA-Lackland AFB, Texas
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Indika Mallawaarachchi
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Robert C Klesges
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Xin-Qun Wang
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Daniel G Cassidy
- Clinical Health Psychology, Wilford Hall Ambulatory Surgical Center, JBSA-Lackland AFB, Texas
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Kara P Wiseman
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Andrea E Krunnfusz
- Clinical Health Psychology, Wilford Hall Ambulatory Surgical Center, JBSA-Lackland AFB, Texas
| | - Debamita Kundu
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
| | - Marc A Patience
- Clinical Health Psychology, Malcolm Grow Medical Clinics and Surgery Center, Joint Base Andrews, Maryland
| | - Rosemary Estevez Burns
- Clinical Health Psychology, Wilford Hall Ambulatory Surgical Center, JBSA-Lackland AFB, Texas
| | - G Wayne Talcott
- Clinical Health Psychology, Wilford Hall Ambulatory Surgical Center, JBSA-Lackland AFB, Texas
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, Virginia
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Little MA, Klesges RC, Mallawaarachchi I, McMurry T, Pebley K, McDevitt-Murphy M, Murphy J, Wayne Talcott G. Prevention of Alcohol-related Incidents in the U.S. Air Force: Results From a Cluster Randomized Trial. Mil Med 2021; 188:usab489. [PMID: 34865112 DOI: 10.1093/milmed/usab489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/04/2021] [Accepted: 11/09/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Alcohol misuse poses significant public health concerns in the U.S. Military. An Alcohol Misconduct Prevention Program (AMPP), which includes a brief alcohol intervention (BAI) session, plus random breathalyzer program, has been shown to reduce alcohol-related incidents (ARIs) among Airmen undergoing training. PURPOSE The current study sought to examine whether a booster BAI administered at the end of Airmen's training reduced ARIs out to a 1-year follow-up. METHODS Participants were 26,231 U.S. Air Force Technical Trainees recruited between March 2016 and July 2018. Participants were cluster randomized by cohort to two conditions: AMPP + BAI Booster or AMPP + Bystander Intervention. The primary analysis was a comparison of the interventions' efficacies in preventing Article 15 ARIs at a 1-year follow-up, conducted using a generalized estimating equations logistic regression model controlling for covariates. RESULTS There was no significant difference by condition in Article 15 ARIs at the 1-year follow-up (P = .912). CONCLUSIONS Findings suggest that a booster may not be necessary to produce maximum effects beyond the initial AMPP intervention. It is also possible that alcohol behaviors changed as a result of the intervention but were not captured by our outcome measures. Future research should consider alternative outcomes or participant-tracking measures to determine whether a different or more intensive BAI booster is effective. The majority of Article 15 ARIs were for underage drinking; therefore, developing an intervention focused on this problem behavior could lead to large reductions in training costs in the military.
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Affiliation(s)
- Melissa A Little
- School of Medicine Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
- University of Virginia Cancer Center, Charlottesville, VA 22903, USA
| | - Robert C Klesges
- School of Medicine Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
- University of Virginia Cancer Center, Charlottesville, VA 22903, USA
| | - Indika Mallawaarachchi
- School of Medicine Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
| | - Timothy McMurry
- School of Medicine Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
| | - Kinsey Pebley
- Department of Psychology, University of Memphis, Memphis, TN 38152, USA
| | | | - James Murphy
- Department of Psychology, University of Memphis, Memphis, TN 38152, USA
| | - G Wayne Talcott
- School of Medicine Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
- University of Virginia Cancer Center, Charlottesville, VA 22903, USA
- Wilford Hall Ambulatory Surgical Center, San Antonio-Lackland AFB, TX 78236, USA
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