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Guzzetti JR, Marando I, Matthews RW, Owen MS, Yates C, Banks S. Changes in higher order cognitive function between four watch keeping schedules. SLEEP ADVANCES : A JOURNAL OF THE SLEEP RESEARCH SOCIETY 2024; 5:zpae044. [PMID: 39131769 PMCID: PMC11310586 DOI: 10.1093/sleepadvances/zpae044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 05/26/2024] [Indexed: 08/13/2024]
Abstract
Maritime industries utilize many different watch keeping schedules to maintain vigilance and crew safety around the clock. These schedules can be fatiguing, negatively impacting vigilant attention. This has led to the consideration of schedules that might allow for more sleep time, but how these schedules impact higher order cognitive function remains unclear. These schedules require assessment with tasks that are relevant to real-world operations on maritime vessels. This study investigated the effect of four schedules on higher order cognitive function. N = 27 (16 female) participants were recruited to a 10-day laboratory study, comparing four schedules. The schedules investigated were eight-on/eight-off/four-on/four-off (8/8/4/4) with sleep from 09:30 to 16:00 (condition A); six-on/six-off (6/6) with sleep from 08:30 to 12:30 and 21:30 to 00:00 (condition B); four-on/four-off (4/4/4/4/4/4) with sleep from 18:00 to 00:30 (condition C); and four-on/four-off (4/4/4/4/4/4) with sleep from 01:30 to 08:00 (condition D). Higher order cognitive function was assessed 2-3× daily whilst "on watch" using tests of visual scanning, learning, working memory, mental flexibility, and visuomotor control. Conditions were ranked and stability of performance on watch was compared between conditions using Kruskal-Wallis tests. Cognitive function within condition B was ranked the worst for most of the tasks. However, the stability of higher order cognitive function was poorest across the waking day within condition A. These findings highlight the variability in cognitive capacities during different watch keeping schedules.
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Affiliation(s)
- Jacob R Guzzetti
- Sleep and Chronobiology Laboratory, Behaviour-Brain-Body Research Centre, University of South Australia, Adelaide, SA, Australia
| | - Isabella Marando
- Sleep and Chronobiology Laboratory, Behaviour-Brain-Body Research Centre, University of South Australia, Adelaide, SA, Australia
| | - Raymond W Matthews
- Appleton Institute, Central Queensland University, Wayville, SA, Australia
| | - Mikaela S Owen
- Sleep and Chronobiology Laboratory, Behaviour-Brain-Body Research Centre, University of South Australia, Adelaide, SA, Australia
| | - Crystal Yates
- Sleep and Chronobiology Laboratory, Behaviour-Brain-Body Research Centre, University of South Australia, Adelaide, SA, Australia
| | - Siobhan Banks
- Sleep and Chronobiology Laboratory, Behaviour-Brain-Body Research Centre, University of South Australia, Adelaide, SA, Australia
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Kubala AG, Roma PG, Jameson JT, Sessoms PH, Chinoy ED, Rosado LR, Viboch TB, Schrom BJ, Rizeq HN, Gordy PS, Hirsch LDA, Biggs LAT, Russell DW, Markwald RR. Advancing a U.S. navy shipboard infrastructure for sleep monitoring with wearable technology. APPLIED ERGONOMICS 2024; 117:104225. [PMID: 38219375 DOI: 10.1016/j.apergo.2024.104225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 12/20/2023] [Accepted: 01/03/2024] [Indexed: 01/16/2024]
Abstract
Development of fatigue management solutions is critical to U.S. Navy populations. This study explored the operational feasibility and acceptability of commercial wearable devices (Oura Ring and ReadiBand) in a warship environment with 845 Sailors across five ship cohorts during at-sea operations ranging from 10 to 31 days. Participants were required to wear both devices and check-in daily with research staff. Both devices functioned as designed in the environment and reliably collected sleep-wake data. Over 10,000 person-days at-sea, overall prevalence of Oura and ReadiBand use was 69% and 71%, respectively. Individual use rates were 71 ± 38% of days underway for Oura and 59 ± 34% for ReadiBand. Analysis of individual factors showed increasing device use and less device interference with age, and more men than women found the devices comfortable. This study provides initial support that commercial wearables can contribute to infrastructures for operational fatigue management in naval environments.
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Affiliation(s)
- Andrew G Kubala
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Peter G Roma
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Jason T Jameson
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Pinata H Sessoms
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA
| | - Evan D Chinoy
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA
| | - Luis R Rosado
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Trevor B Viboch
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Brandon J Schrom
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Hedaya N Rizeq
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | - Prayag S Gordy
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA; Military and Veterans Health Solutions, Leidos Inc., San Diego, CA, USA
| | | | - Lcdr Adam T Biggs
- Psychological Health and Resilience Department, Military Population Health Directorate, Naval Health Research Center, San Diego, CA, USA
| | - Dale W Russell
- Commander Naval Surface Force, U.S. Pacific Fleet, San Diego, CA, USA; Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Rachel R Markwald
- Warfighter Performance Department, Operational Readiness and Health Directorate, Naval Health Research Center, San Diego, CA, USA.
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McClernon CK, Matsangas P, Shattuck NL. Sleepy and grumpy go hand in hand for US Navy Sailors. SLEEP ADVANCES : A JOURNAL OF THE SLEEP RESEARCH SOCIETY 2024; 5:zpae005. [PMID: 38420257 PMCID: PMC10901432 DOI: 10.1093/sleepadvances/zpae005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 11/02/2023] [Indexed: 03/02/2024]
Abstract
Study Objectives The study explores how sleep, sleep-related practices, and behaviors, in addition to various demographic and occupational characteristics, are related to overall mood of US Navy sailors when they are underway. Methods Longitudinal assessment of US Navy sailors performing their underway duties (N = 873, 79.2% males, median age 25 years). Participants completed standardized questionnaires, wore wrist-worn actigraphs, and completed daily activity logs. Results Sailors who reported worse profile of mood states (POMS) total mood disturbance scores had shorter sleep duration, worse sleep quality, and more episodes of split sleep. The group with worse mood also reported more symptoms of excessive daytime sleepiness as well as more symptoms of insomnia. In addition to sleep results, sailors with worse mood also tended to be younger, more likely to use nicotine and tobacco products, and less likely to have an exercise routine when compared to sailors with better POMS scores. Finally, the group with worse POMS scores included more enlisted personnel, tended to work more hours per day, and were more likely to stand watch-especially on rotating watch schedules. Conclusions The results found significant associations between the sleep practices and mood of sailors aboard US Navy ships. Numerous other demographic and occupational factors were also strongly associated with mood. This paper is part of the Sleep and Circadian Rhythms: Management of Fatigue in Occupational Settings Collection.
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LaGoy AD, Kubala AG, Seech TR, Jameson JT, Markwald RR, Russell DW. Steps toward developing a comprehensive fatigue monitoring and mitigation solution: perspectives from a cohort of United States Naval Surface Force officers. SLEEP ADVANCES : A JOURNAL OF THE SLEEP RESEARCH SOCIETY 2024; 5:zpae008. [PMID: 38425454 PMCID: PMC10904103 DOI: 10.1093/sleepadvances/zpae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 01/12/2024] [Indexed: 03/02/2024]
Abstract
Study Objectives This study analyzed fatigue and its management in US Naval Surface Force warships, focusing on understanding current practices and barriers, and examining the influence of organizational and individual factors on managing chronic fatigue. Furthermore, this study explored the impact of organizational and individual factors on fatigue management. Methods As part of a larger study, 154 naval officers (mean ± standard deviation; 31.5 ± 7.0 years; 8.8 ± 6.8 years of service; 125 male, and 29 female) completed a fatigue survey. The survey addressed (1) self-reported fatigue, (2) fatigue observed in others, (3) fatigue monitoring strategies, (4) fatigue mitigation strategies, and (5) barriers to fatigue mitigation. Logistic and ordinal regressions were performed to examine the effect of individual (i.e. sleep quality and years in military service) and organizational (i.e. ship-class) factors on fatigue outcomes. Results Fatigue was frequently experienced and observed by 23% and 54% of officers, respectively. Of note, officers often monitored fatigue reactively (i.e. 65% observed others nodding off and 55% observed behavioral impairments). Still, officers did not frequently implement fatigue mitigation strategies, citing few operationally feasible mitigation strategies (62.3%), being too busy (61.7%), and not having clear thresholds for action (48.7%). Fatigue management varies across organizational factors, which must be considered when further developing fatigue management strategies. Conclusions Fatigue remains a critical concern aboard surface force ships and it may be better addressed through development of objective sleep and fatigue monitoring tools that could inform leadership decision-making.
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Affiliation(s)
- Alice D LaGoy
- Sleep, Tactical Efficiency, and Endurance Laboratory, Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA
- Military and Veterans Health Solutions, Leidos, Inc., San Diego, CA, USA
| | - Andrew G Kubala
- Sleep, Tactical Efficiency, and Endurance Laboratory, Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA
- Military and Veterans Health Solutions, Leidos, Inc., San Diego, CA, USA
| | - Todd R Seech
- Commander, Naval Surface Force, U.S. Pacific Fleet, Coronado, CA, USA
| | - Jason T Jameson
- Sleep, Tactical Efficiency, and Endurance Laboratory, Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA
- Military and Veterans Health Solutions, Leidos, Inc., San Diego, CA, USA
| | - Rachel R Markwald
- Sleep, Tactical Efficiency, and Endurance Laboratory, Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA
| | - Dale W Russell
- Commander, Naval Surface Force, U.S. Pacific Fleet, Coronado, CA, USA
- Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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Pilcher JJ, Grandits JB, Wilkes MJ, Lindsey MM. Time-of-day effects on speed and accuracy performance during simulated shiftwork. Chronobiol Int 2023; 40:1529-1545. [PMID: 37982195 DOI: 10.1080/07420528.2023.2283572] [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: 03/24/2023] [Accepted: 11/09/2023] [Indexed: 11/21/2023]
Abstract
Performance on tasks involving speed and accuracy fluctuate throughout the 24-h day negatively affecting shift workers and organizations. Two simulated work shifts common in occupational settings were used to assess performance on a vigilance and math task. In study 1, 33 sleep-deprived participants completed a nightshift. In study 2, 32 partially sleep-deprived participants completed a dayshift. These studies found that performance differed between the type of task and the type of simulated shift where performance during the nightshift was worse than during the dayshift. In addition, collapsing speed and accuracy on the math task into inverse efficiency scores provided a unique measure that captured the impact of circadian rhythms during shiftwork. The current study also indicated that participants adopted cognitive strategies including speed-accuracy tradeoff and regulatory foci regarding work motivation (prevention focus and promotion focus) when completing the tasks depending on time-of-day, type of shift, circadian rhythms, and amount of sleep deprivation. This suggests that researchers and organizations should consider cognitive strategies in addition to the physiological components of sleep deprivation and circadian rhythms when investigating and documenting the impact of time-of-day due to different types of shiftwork conditions on performance and safety.
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Affiliation(s)
- June J Pilcher
- Department of Psychology, Clemson University, Clemson, South Carolina, USA
| | | | - Margaret J Wilkes
- Department of Psychology, Clemson University, Clemson, South Carolina, USA
| | - Monica M Lindsey
- Department of Psychology, Clemson University, Clemson, South Carolina, USA
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Germain A, Wolfson M, Pulantara IW, Wallace ML, Nugent K, Mesias G, Clarke-Walper K, Quartana PJ, Wilk J. Prototyping Apps for the Management of Sleep, Fatigue, and Behavioral Health in Austere Far-Forward Environments: Development Study. J Med Internet Res 2023; 25:e40640. [PMID: 37639304 PMCID: PMC10495854 DOI: 10.2196/40640] [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: 06/29/2022] [Revised: 06/15/2023] [Accepted: 06/16/2023] [Indexed: 08/29/2023] Open
Abstract
BACKGROUND Military service inherently includes frequent periods of high-stress training, operational tempo, and sustained deployments to austere far-forward environments. These occupational requirements can contribute to acute and chronic sleep disruption, fatigue, and behavioral health challenges related to acute and chronic stress and disruption of team dynamics. To date, there is no centralized mobile health platform that supports self- and supervised detection, monitoring, and management of sleep and behavioral health issues in garrison and during and after deployments. OBJECTIVE The objective of this study was to adapt a clinical decision support platform for use outside clinical settings, in garrison, and during field exercises by medics and soldiers to monitor and manage sleep and behavioral health in operational settings. METHODS To adapt an existing clinical decision support digital health platform, we first gathered system, content, and context-related requirements for a sleep and behavioral health management system from experts. Sleep and behavioral health assessments were then adapted for prospective digital data capture. Evidence-based and operationally relevant educational and interventional modules were formatted for digital delivery. These modules addressed the management and mitigation of sleep, circadian challenges, fatigue, stress responses, and team communication. Connectivity protocols were adapted to accommodate the absence of cellular or Wi-Fi access in deployed settings. The resulting apps were then tested in garrison and during 2 separate field exercises. RESULTS Based on identified requirements, 2 Android smartphone apps were adapted for self-monitoring and management for soldiers (Soldier app) and team supervision and intervention by medics (Medic app). A total of 246 soldiers, including 28 medics, received training on how to use the apps. Both apps function as expected under conditions of limited connectivity during field exercises. Areas for future technology enhancement were also identified. CONCLUSIONS We demonstrated the feasibility of adapting a clinical decision support platform into Android smartphone-based apps to collect, save, and synthesize sleep and behavioral health data, as well as share data using adaptive data transfer protocols when Wi-Fi or cellular data are unavailable. The AIRE (Autonomous Connectivity Independent System for Remote Environments) prototype offers a novel self-management and supervised tool to augment capabilities for prospective monitoring, detection, and intervention for emerging sleep, fatigue, and behavioral health issues that are common in military and nonmilitary high-tempo occupations (eg, submarines, long-haul flights, space stations, and oil rigs) where medical expertise is limited.
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Affiliation(s)
| | | | | | - Meredith L Wallace
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Katie Nugent
- Center for Military Psychiatry and Neurosciences, Walter Reed Army Institute of Research, Silver Spring, MD, United States
- TechWerks, LLC, Silver Spring, MD, United States
| | - George Mesias
- Center for Military Psychiatry and Neurosciences, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Kristina Clarke-Walper
- Center for Military Psychiatry and Neurosciences, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Phillip J Quartana
- Center for Military Psychiatry and Neurosciences, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Joshua Wilk
- Center for Military Psychiatry and Neurosciences, Walter Reed Army Institute of Research, Silver Spring, MD, United States
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Myllylä M, Kyröläinen H, Ojanen T, Ruohola JP, Heinonen OJ, Vahlberg T, Parkkola KI. Effects of operational assessment of the 4:4 and 4:4/6:6 watch systems on sleepiness, fatigue, and stress responses during patrolling on a navy missile patrol boat. Chronobiol Int 2022; 39:1233-1241. [DOI: 10.1080/07420528.2022.2090374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Mikko Myllylä
- Centre for Military Medicine, The Finnish Defence Forces, Turku, Finland
- Doctoral Programme in Clinical Research, University of Turku, Turku, Finland
| | - Heikki Kyröläinen
- Neuromuscular Research Center, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Department of Leadership and Military Pedagogy, National Defence University, Helsinki, Finland
| | - Tommi Ojanen
- Human Performance Division, Finnish Defence Research Agency, The Finnish Defence Forces, Tuusula, Finland
| | | | - Olli J. Heinonen
- Paavo Nurmi Centre & Unit of Health and Physical Activity, University of Turku, Turku, Finland
| | - Tero Vahlberg
- Department of Biostatistics, University of Turku, Turku, Finland
| | - Kai I. Parkkola
- Department of Leadership and Military Pedagogy, National Defence University, Helsinki, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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Who sleeps more and who works longer in the US Navy: Officers or enlisted personnel? Sleep Health 2022; 8:387-390. [PMID: 35729004 DOI: 10.1016/j.sleh.2022.03.007] [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: 11/27/2021] [Revised: 03/28/2022] [Accepted: 03/31/2022] [Indexed: 11/21/2022]
Abstract
OBJECTIVES To determine whether United States Navy (USN) officers and enlisted personnel have different sleep and work patterns while underway on USN surface ships. METHODS Variables of interest were assessed by actigraphy, activity logs, and validated questionnaires. RESULTS The 2 groups had similar daily sleep (officers: 6.41 ± 0.95 hrs/day; enlisted: 6.57 ± 0.97 hrs/day) and work duration. Enlisted personnel, however, were more likely to report excessive daytime sleepiness-EDS (41% more likely), clinically relevant insomnia (105%), to have both EDS and elevated insomnia (121%), to be classified as poor sleepers (17%), to use nicotine products (174%), and to forego routine exercise (57%). Enlisted personnel were 487% more likely to report all 3 of these behaviors: drink caffeinated beverages, use nicotine/tobacco products, forego routine exercise. CONCLUSIONS Even though the work and sleep hours do not differ significantly, the state of well-being of enlisted personnel is in general lower than officers. Our findings can provide insight to Navy leadership towards improving sailor well-being and crew endurance.
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Tai YM, Chou HY, Chu HT, Yang SN. Comparison of sleep problems and posttraumatic stress disorder associated psychiatric states in military active-duty Army and Navy Personnel in Taiwan. TAIWANESE JOURNAL OF PSYCHIATRY 2022. [DOI: 10.4103/tpsy.tpsy_24_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Measurement Methods of Fatigue, Sleepiness, and Sleep Behaviour Aboard Ships: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 19:ijerph19010120. [PMID: 35010383 PMCID: PMC8750891 DOI: 10.3390/ijerph19010120] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 12/17/2021] [Accepted: 12/20/2021] [Indexed: 11/17/2022]
Abstract
Since seafarers are known to be exposed to numerous job-related stress factors that can cause fatigue, sleepiness, and disturbed sleep behaviour, the aim of this review was to provide an overview of the subjective and objective measurement methods of these strains. Using a systematic review, 166 studies were identified within the period of January 2010 to December 2020 using the PubMed database. Of the 21 studies selected, 13 used both subjective and objective measurement methods. Six studies used only subjective and two studies only objective methods. For subjective assessment, 12 different questionnaires could be identified as well as activity and sleeping logs. Actigraphy and reaction time tests (RTT) were the most common objective methods. In single cases, electrooculography (EOG), pupillometry and ambulatory polysomnography (PSG) were used. Measurement-related limitations due to vessel-related impacts were less often reported than expected. No restrictions of daily routines on board were described, and only single-measurement disturbances due to ship movements were mentioned. The present literature review reveals that there are various routines to measure fatigue, sleepiness, and sleep behaviour on board. A combination of subjective and objective methods often appears to be beneficial. The frequent use of actigraphy and RTT on board suggests good feasibility and reliable measurements with these methods. The use of ambulatory PSG in maritime-like contexts suggests that this method would also be feasible on board.
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Russell DW, Markwald RR, Jameson JT. Self-reported sleep and sleep deficiency: Results from a large initiative of sailors attached to U.S. Navy warships. J Sleep Res 2021; 30:e13397. [PMID: 34187090 PMCID: PMC9285824 DOI: 10.1111/jsr.13397] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 04/21/2021] [Accepted: 05/07/2021] [Indexed: 11/29/2022]
Abstract
Chronic insufficient sleep is known to lead to a broad range of negative consequences (e.g. poor health and cognitive performance). While insufficient sleep and associated fatigue are present in many diverse populations, it is of special concern in high-risk military environments, where a mishap can result in catastrophic outcomes. Although many studies have been conducted to characterise sleep in general military populations, relatively few have been conducted using a large representative sample of sailors assigned to United States Naval warships. The present cross-sectional study characterises self-reported sleep parameters in sailors (N = 11,738) and explores the role of possible contributors to insufficient sleep. The results indicate that sailors, across a variety of different subgroups, do not obtain the amount of sleep that they report requiring for feeling well-rested. Of the many potential factors thwarting sleep, workload and an uncomfortable mattress are the most promising candidates to target for improvement.
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Affiliation(s)
- Dale W Russell
- Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Rachel R Markwald
- Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA
| | - Jason T Jameson
- Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA.,Leidos, Warfighter Performance Department, Naval Health Research Center, San Diego, CA, USA
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Huang Y, Xu J, Zheng S, Xu S, Wang Y, Du J, Xiao L, Zhang R, Wang H, Tang Y, Su T. The risk factors for insomnia and sleep-disordered breathing in military communities: A meta-analysis. PLoS One 2021; 16:e0250779. [PMID: 33956821 PMCID: PMC8101965 DOI: 10.1371/journal.pone.0250779] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 04/13/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Many reviews and meta-analyses had been conducted to investigate risk factors for sleep disorders in the general population. However, no similar research has been performed in the military population though insomnia and sleep-disordered breathing are quite prevalent in that population. OBJECTIVES To investigate risk factors for insomnia and sleep-disordered breathing in military personnel. METHODS A systematic literature search was performed from inception to March 2021 and 6496 records were produced. Two authors independently screened records for eligibility. Results were presented as odds ratios, and a random-effect model was used to pool results. Data analysis was performed respectively according to military personnel type (i.e., veteran, active-duty personnel). Risk factors were sorted into three categories: sociodemographic, army-specific, and comorbidity. This meta-analysis was registered in PROSPERO before data analysis (registration No: CRD42020221696). RESULTS Twenty-seven articles were finally included in the quantitative analysis. For sleep-disordered breathing in active-duty personnel, four sociodemographic (i.e., overweight/obesity, higher body mass index, male gender, >35 years old) and one comorbidity (i.e., depression) risk factors were identified. For insomnia in active-duty personnel, four sociodemographic (i.e., aging, alcohol dependence, white race, and female gender), two army-specific (i.e., deployment experience, combat experience), and four comorbidity (i.e., depression, post-traumatic stress disorder, traumatic brain injury, and anxiety) risk factors were identified. For insomnia in veterans, one army-specific (i.e., combat experience) and one comorbidity (i.e., post-traumatic stress disorder) risk factor was identified. CONCLUSIONS Several risk factors were identified for insomnia and sleep-disordered breathing in the current meta-analysis. Risk factors for veterans and active-duty personnel were partially different. Research on sleep breathing disorders remains limited, and more convincing evidence would be obtained with more relevant studies in the future.
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Affiliation(s)
- Yujia Huang
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Jingzhou Xu
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Siqi Zheng
- Department of Psychology, TongJi University, Shanghai, China
| | - Shuyu Xu
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Yajing Wang
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Jing Du
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Lei Xiao
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Ruike Zhang
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Hao Wang
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Yunxiang Tang
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Tong Su
- Department of Medical Psychology, Faculty of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
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Matsangas P, Shattuck NL. Habitability in Berthing Compartments and Well-Being of Sailors Working on U.S. Navy Surface Ships. HUMAN FACTORS 2021; 63:462-473. [PMID: 32109155 DOI: 10.1177/0018720820906050] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
OBJECTIVE The study had two objectives: (a) to assess the prevalence of sleep-related habitability concerns in the berthing compartments of U.S. Navy surface ships and (b) to assess whether habitability issues in berthing compartments affected the sleep and well-being of crew members. BACKGROUND The importance of habitability for human well-being is recognized. Little is known, however, about the association between habitability factors in the sleeping/berthing compartments and sailor well-being in operational conditions. METHOD Fit-for-duty sailors (N = 1,269; from six ships) participated in this naturalistic and longitudinal study. Sailors reported habitability factors affecting their sleep and completed four standardized questionnaires to assess daytime sleepiness, insomnia, sleep quality, and mood. Sleep was assessed through wrist-worn actigraphy and activity logs. RESULTS Noise, ambient temperature, poor bedding conditions, and ambient light were the most frequently reported factors of concern. Compared to their peers with fewer complaints, sailors with more habitability-related complaints were more likely to have elevated daytime sleepiness (by 23%) and to report insomnia symptoms (145%) and lower sleep quality (21%). Sailors who reported more habitability-related issues also tended to sleep longer. Individuals with more complaints about habitability also tended to report worse mood (total mood disturbance, tension/anxiety, depression, fatigue, and confusion/bewilderment). CONCLUSION Habitability-related complaints are associated with sailor well-being and sleep. Future studies should expound on the various detrimental factors that degrade conditions in berthing compartments and negatively impact crew well-being. APPLICATION Habitability in berthing compartments of surface ships is associated with sailors' daytime sleepiness, insomnia severity, mood, and sleep attributes. Ship designers should take these findings into consideration and investigate viable and cost-effective methods to mitigate the problems we identified.
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Ferris M, Bowles KA, Bray M, Bosley E, Rajaratnam SMW, Wolkow AP. The impact of shift work schedules on PVT performance in naturalistic settings: a systematic review. Int Arch Occup Environ Health 2021; 94:1475-1494. [PMID: 33709215 DOI: 10.1007/s00420-021-01668-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 02/08/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The Psychomotor Vigilance Test (PVT) is considered the gold standard for detecting sleep loss and circadian misalignment related changes in performance in laboratory and field settings. This short 3-, 5- or 10-min test appraises an individual's sustained vigilant attention on a visual stimulus through reaction time, false starts and performance lapses. The PVT has been widely used as a measure to assess vigilant attention among shift workers, but information evaluating the application and performance of this test in different naturalistic shift work settings is limited. The purpose of this review is to synthesise and evaluate existing literature which has used the PVT to assess and monitor psychomotor performance in response to shift work schedules and rosters performed in real-world settings. METHODS A systematic search of studies examining PVT performance in response to 24/7 shift work schedules (e.g., day, afternoon, evening and night shifts) performed under naturalistic conditions was conducted. Articles were identified by searching Medline, Embase, CINHAL and PsycINFO databases in April 2020. RESULTS The search yielded 135 results, of which 16 publications were suitable to be included in this review. Articles were grouped according to when the PVT was applied to a research cohort, which included (a) multiple instances per shift, (b) commencement and cessation of shift and (c) other varying times. CONCLUSIONS This review suggests PVT performance is typically congruent across studies when the test is applied at generally consistent time intervals. The lack of research concerning the use of the PVT during extended duty shifts (e.g., shifts and on call work > 30 h) is an area for future research.
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Affiliation(s)
- Matthew Ferris
- Monash University, Wellington Rd, Clayton, Victoria, 3800, Australia. .,Queensland Ambulance Service, Brisbane, QLD, Australia.
| | - Kelly-Ann Bowles
- Department of Paramedicine, Monash University, Melbourne, Australia
| | - Mikaela Bray
- Queensland Ambulance Service, Brisbane, QLD, Australia
| | - Emma Bosley
- Queensland Ambulance Service, Brisbane, QLD, Australia
| | - Shantha M W Rajaratnam
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Alexander P Wolkow
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
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Paul MA, Love RJ. Comparison of Royal Canadian Navy Watchstanding Schedules. Mil Med 2021; 187:e418-e425. [PMID: 33591312 DOI: 10.1093/milmed/usab047] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/15/2021] [Accepted: 01/29/2021] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION Life on board a naval vessel is exceptionally demanding. Workdays for naval sailors can quite easily become 18+ hours long when watch schedules, training, and drills/evolutions are taken into account. Rotating watches and short off-watch periods can force sailors into a biphasic sleep pattern that is not sufficiently restful or a rotating pattern that is impossible to adapt to. MATERIALS AND METHODS Six different watch systems were evaluated over four separate at-sea trials. Engineering and tactical/combat departments have had different watch systems in the past because of constraints related to the specific environment in which they work. Therefore, two of the watch systems were engineering-specific watch evaluations, three of the systems were specific to tactical/combat departments, and one watch system was evaluated with the entire company of the naval vessel. RESULTS Both two-section (1-in-2) watch systems and three-section (1-in-3) watch systems were evaluated, which involve two or three shifts of sailors rotating through a full continuous 24-h day, respectively. Moving beyond three rotations of sailors is impossible on Canadian naval vessels due to bunk space and other limitations. The best watch system that we evaluated with respect to fatigue and quality of life at sea was the 1-in-3 straight 8-h shift system that was tested for the entire ships' company. The system has a single 8-h daily watch obligation (red watch, 4:00 am-12:00 pm; white watch 12:00 pm-8:00 pm; and blue watch, 8:00 pm-4:00 am). The best 1-in-2 system was the 8-4-4-8 system in which sailors are on-watch for 8 h, off-watch for 4 h, on-watch for 4 h, and then rest for 8 h. Both of these two systems have the advantage of equitably sharing the Window of Circadian Low (from about midnight to about 8:00 am), especially when melatonin concentration in the body is usually at its peak, between 2:00 am and 6:00 am. CONCLUSIONS The goal of this work was to comprehensively evaluate both submarine and surface fleet watch systems. We were able to develop alternative watch systems that increased Royal Canadian Navy operational readiness and improved the quality of life of our sailors at sea.
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Affiliation(s)
- Michel A Paul
- National Defence, Defence Research and Development Canada, Toronto Research Centre, Operational Health and Performance Section, Toronto, ON M3K 2C9, Canada
| | - Ryan J Love
- National Defence, Defence Research and Development Canada, Toronto Research Centre, Operational Health and Performance Section, Toronto, ON M3K 2C9, Canada
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16
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Shattuck NL, Matsangas P. Does the quality of life differ for shift workers compared to day workers? Chronobiol Int 2020; 37:1299-1303. [DOI: 10.1080/07420528.2020.1810062] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Nita Lewis Shattuck
- Human Systems Integration Program, Operations Research Department, Naval Postgraduate School, Monterey, California, USA
| | - Panagiotis Matsangas
- Human Systems Integration Program, Operations Research Department, Naval Postgraduate School, Monterey, California, USA
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Niessen P, Stockinger C, Zoeller I. Analyzing the effect of social interaction on job demands and health in the example of flexible shiftwork. INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS 2020; 28:315-323. [PMID: 32643562 DOI: 10.1080/10803548.2020.1789318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
In the literature, shiftwork-related stress is often connected with health complaints. However, it has been shown that these are not equally distributed. Further reasons must exist as to why stress resulting from shiftwork only affects health in some cases. In a study with 653 employees working in highly flexible shiftwork conditions, an examination was made of the factors affecting the relationship between job demands and health status. The results show that satisfaction with leadership influences whether unevenly distributed work and time pressure have a significant impact on health. The factor of other people living in the household significantly influences whether time pressure and emotional stress lead to health complaints. The study concluded that the impact of social interaction as a resource is not limited to the workplace. Social interaction, as a personal resource, can be helpful in both the professional and private spheres.
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Affiliation(s)
- Pia Niessen
- Institute for Ergonomics and Human Factors, Technical University of Darmstadt, Germany
| | | | - Ilka Zoeller
- Institute for Ergonomics and Human Factors, Technical University of Darmstadt, Germany
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Rahman N, Bubnys A, Kandel H, Moene OL, Vaughan R, Kow LM, Tabansky I, Pfaff D. Equation representing the dark-entrained transition from inaction to action in male and female mice. Behav Brain Res 2020; 392:112673. [PMID: 32479846 DOI: 10.1016/j.bbr.2020.112673] [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: 02/12/2020] [Revised: 04/13/2020] [Accepted: 04/23/2020] [Indexed: 10/24/2022]
Abstract
The activation of behaviour in a daily rhythm governed by the light cycle is a universal phenomenon among humans, laboratory mammals and other vertebrates. For mice, the active period is during the dark. We have quantified the increase in activity when the lights shut off (Light to Dark, L to D) using a generalized CNS arousal assay with 20 ms resolution, rather than traditional running wheels. Data analysis yielded the rare demonstration of an equation which precisely tracks this behavioural transition and, surprisingly, its reverse during D to L. This behavioural dynamic survives in constant darkness (experiment 2) and is hormone-sensitive (experiment 3). Finally (experiment 4), mice on a light schedule analogous to one which proved troublesome for U.S. Navy sailors, had dysregulated activity bursts which did not conform to the transitions between D and L. These experiments show the lawfulness of a behavioural phase transition and the consequence of deviating from that dynamic pattern. And, in a new way, they bring mathematics to the realm of behavioural neuroscience.
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Affiliation(s)
- Nadera Rahman
- Laboratory of Neurobiology and Behavior, United States
| | - Adele Bubnys
- Laboratory of Neurobiology and Behavior, United States
| | - Hagar Kandel
- Laboratory of Neurobiology and Behavior, United States
| | | | - Roger Vaughan
- Dept. of Biostatistics, Rockefeller University, New York, NY, United States
| | - Lee-Ming Kow
- Laboratory of Neurobiology and Behavior, United States
| | - Inna Tabansky
- Laboratory of Neurobiology and Behavior, United States
| | - Donald Pfaff
- Laboratory of Neurobiology and Behavior, United States.
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Matsangas P, Shattuck NL, Saitzyk A. Sleep-Related Practices, Behaviors, and Sleep-Related Difficulties in Deployed Active-Duty Service Members Performing Security Duties. Behav Sleep Med 2020; 18:262-274. [PMID: 30764663 DOI: 10.1080/15402002.2019.1578771] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Objective: To assess sleep-related difficulties (e.g., trouble staying asleep, oversleeping, falling asleep while on duty, disturbing dreams, sleep paralysis) and behavioral patterns of active-duty service members (ADSMs) performing security duties. Participants: The participants were 1,169 ADSMs (20-44 years of age). Methods: ADSMs completed an online survey (67.3% response rate) with items assessing demographics, the occupational environment, sleep-related attributes, habits, or difficulties, factors affecting sleep, aids and techniques used to improve sleep, and the use of sleep-related products. Results: ADSMs reported sleeping ~6.5 hr/day (~56% reported sleeping < 6 hr). Sleep-related difficulties were reported by ~72% of the ADSMs (i.e., 55.1% had problems staying asleep, 33.1% reported experiencing sleep paralysis, 25.6% reported oversleeping, 21.6% had disturbing dreams, and 4.79% reported falling asleep while on duty). Daily sleep duration and quality, occupational factors (shift work, operational commitments, collateral duties, habitability, taking antimalarial medication, years deployed), and personal factors or behaviors (history of sleep problems, problems in personal life, late exercise times, altering sleep schedule to talk or text with family or friends) were associated with sleep-related difficulties. Some ADSMs reported using alcohol (~14%) or exercising prior to bedtime (~34%) in an attempt to fall sleep faster. Conclusions: We identified a high prevalence of sleep-related difficulties in our military sample. Even though most ADSMs used sleep hygiene practices to improve their sleep, some ADSMs used methods not recommended. Improving ADSMs' daily schedule (to include periods for exercising, and protected sleep periods), and further emphasis on sleep hygiene practices may be viable methods to reinforce behaviors promoting healthy sleep and improve performance.
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Affiliation(s)
| | - Nita Lewis Shattuck
- Operations Research Department, Naval Postgraduate School, Monterey, California
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Moore BA, Brock MS, Brager A, Collen J, LoPresti M, Mysliwiec V. Posttraumatic Stress Disorder, Traumatic Brain Injury, Sleep, and Performance in Military Personnel. Sleep Med Clin 2020; 15:87-100. [DOI: 10.1016/j.jsmc.2019.11.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Good CH, Brager AJ, Capaldi VF, Mysliwiec V. Sleep in the United States Military. Neuropsychopharmacology 2020; 45:176-191. [PMID: 31185484 PMCID: PMC6879759 DOI: 10.1038/s41386-019-0431-7] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/23/2019] [Accepted: 05/31/2019] [Indexed: 02/07/2023]
Abstract
The military lifestyle often includes continuous operations whether in training or deployed environments. These stressful environments present unique challenges for service members attempting to achieve consolidated, restorative sleep. The significant mental and physical derangements caused by degraded metabolic, cardiovascular, skeletomuscular, and cognitive health often result from insufficient sleep and/or circadian misalignment. Insufficient sleep and resulting fatigue compromises personal safety, mission success, and even national security. In the long-term, chronic insufficient sleep and circadian rhythm disorders have been associated with other sleep disorders (e.g., insomnia, obstructive sleep apnea, and parasomnias). Other physiologic and psychologic diagnoses such as post-traumatic stress disorder, cardiovascular disease, and dementia have also been associated with chronic, insufficient sleep. Increased co-morbidity and mortality are compounded by traumatic brain injury resulting from blunt trauma, blast exposure, and highly physically demanding tasks under load. We present the current state of science in human and animal models specific to service members during- and post-military career. We focus on mission requirements of night shift work, sustained operations, and rapid re-entrainment to time zones. We then propose targeted pharmacological and non-pharmacological countermeasures to optimize performance that are mission- and symptom-specific. We recognize a critical gap in research involving service members, but provide tailored interventions for military health care providers based on the large body of research in health care and public service workers.
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Affiliation(s)
- Cameron H. Good
- 0000 0001 2151 958Xgrid.420282.ePhysical Scientist, US Army Research Laboratory, Aberdeen Proving Ground, MD, 21005 USA
| | - Allison J. Brager
- 0000 0001 0036 4726grid.420210.5Sleep Research Center, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD 20910 USA
| | - Vincent F. Capaldi
- 0000 0001 0036 4726grid.420210.5Department of Behavioral Biology Branch, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, Silver Spring, MD 20910 USA
| | - Vincent Mysliwiec
- 0000 0004 0467 8038grid.461685.8San Antonio Military Health System, Department of Sleep Medicine, JBSA, Lackland, TX 78234 USA
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Karwowski W, Kern D, Murata A, Ahram T, Gutiérrez E, Sapkota N, Marek T. The complexity of human performance variability on watch standing task. APPLIED ERGONOMICS 2019; 79:169-177. [PMID: 30055764 DOI: 10.1016/j.apergo.2018.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 06/27/2018] [Accepted: 07/16/2018] [Indexed: 06/08/2023]
Abstract
The primary objective of this study was to examine the complexity of human temporal variability of topside roving watch task in naval operations concerning the reported times of ship status and to explore the potential presence of chaotic behavior and fractal properties of the reported log times. Topside rover reporting time intervals recorded in the deck logs of the USS Jason Dunham over the 2013-2015 period were analyzed to understand the underlying complexity of the watch standing task that is critical to the success of naval operations. The results on the 0-1 test, analysis of the largest Lyapunov exponents, as well the exploration of the fractal dimension and 1/f spectral analyses, showed that the fluctuation of standing watch time reports data exhibits chaotic and fractal system properties. The critical implications of the study findings for the human-centered design of complex systems were also discussed.
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Affiliation(s)
- Waldemar Karwowski
- Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, 32816, USA.
| | - David Kern
- Kern Technology Group LLC, Virginia Beach, VA, USA.
| | - Atsuo Murata
- Graduate School of Natural Science and Technology, Okoyama University, Okoyama, Japan.
| | - Tareq Ahram
- Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, USA.
| | - Edgar Gutiérrez
- Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, USA.
| | - Nabin Sapkota
- Department of Engineering Technology, Northwestern State University of Louisiana, Natchitoches, LA, 71459, USA.
| | - Tadeusz Marek
- Faculty of Psychology, University of Social Sciences and Humanities, Warsaw, Poland.
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Shattuck NL, Matsangas P, Saitzyk A. Improving Work and Rest Patterns of Military Personnel in Operational Settings with Frequent Unplanned Events. ACTA ACUST UNITED AC 2018. [DOI: 10.1177/1541931218621175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Members of the military get inadequate sleep due to a variety of reasons. Reduced manning, extended work hours, shiftwork schedules that result in circadian misalignment – all of these factors contribute to the sleep debt and degraded alertness observed in much of the military population. The issue of watchstanding schedules, performance, and alertness is of critical importance to the US military and is the focus of the current study. Based on a sample of active duty military members (N=75), this study had two goals. First, to conduct a field-based monitoring of the sleep and performance of military personnel while performing their duties. Second, to create and validate optimal recommendations based on the results of this empirical study. Participants wore actigraphs over a two-week period, completed daily activity logs, and took three-minute reaction time tests before and after standing watch on their regular schedules. Participants worked on a 2-day on/2-day off schedule, either in 3-section 8-hour shifts, or 2-section 12-hour shifts. Although there were no significant differences in the sleep amounts between the two schedules, results showed that participants on 8-hr shifts had fewer errors and less variable reaction time performance than those working 12-hr shifts. The 8-hr group reported better sleep quality, too. Our results suggest that the 8-hour schedule is better than the 12-hour schedule in terms of sleep and performance but may be more difficult to be applied. This study clearly shows the difficulty of implementing a specific watchstanding schedule in operational environments overloaded with unplanned, and irregular operational duties.
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Matsangas P, Shattuck NL. Discriminating Between Fatigue and Sleepiness in the Naval Operational Environment. Behav Sleep Med 2018; 16:427-436. [PMID: 27662510 DOI: 10.1080/15402002.2016.1228645] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To assess the similarities and differences between reported levels of fatigue and sleepiness as a consequence of working at sea. PARTICIPANTS 767 crewmembers of a U.S. Navy ship. METHODS Retrospective analysis of a survey to include questions about demographics, caffeine consumption, sleep adequacy, the Epworth Sleepiness Scale (ESS), and the Fatigue Severity Scale (FSS). RESULTS ESS scores (8.41 ± 4.66) indicated that 32% of the participants had excessive daytime sleepiness (ESS score > 10), while approximately 7% had an ESS score of 16 or more. FSS scores (average FSS = 3.01 ± 1.37) indicated that 28% of the participants had elevated fatigue (FSS score ≥ 4). Even though ESS and FSS scores were correlated (r = 0.39), their association explained only 15% of the variability observed. In terms of behavioral and lifestyle patterns, crewmembers with elevated fatigue (FSS ≥ 4) reported getting less exercise than those reporting less fatigue. Individuals with excessive sleepiness (ESS > 10) reported higher caffeine consumption. Crewmembers with elevated fatigue and comorbid sleepiness (FSS ≥ 4 and ESS > 10) reported receiving less sleep than other crew members. CONCLUSIONS These results suggest that subjective fatigue and subjective sleepiness, as measured by the FSS and ESS scales, are distinct constructs and both are consequences of working at sea. The scores on the two scales correlate differentially with behavioral and lifestyle patterns of the crewmembers.
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Affiliation(s)
- Panagiotis Matsangas
- a Operations Research Department, Naval Postgraduate School , Monterey , California
| | - Nita Lewis Shattuck
- a Operations Research Department, Naval Postgraduate School , Monterey , California
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Matsangas P, Mysliwiec V. The utility of the Pittsburgh Sleep Quality Index in US military personnel. MILITARY PSYCHOLOGY 2018. [DOI: 10.1080/08995605.2018.1478547] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Panagiotis Matsangas
- Department of Operations Research, Naval Postgraduate School, Monterey, California
| | - Vincent Mysliwiec
- San Antonio Military Medical Center, Department of Sleep Medicine, JBSA, Lackland, Texas
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Matsangas P, Shattuck NL. Exploring Sleep-related Habitability Issues in Berthing Spaces on U.S. Navy Ships. ACTA ACUST UNITED AC 2017. [DOI: 10.1177/1541931213601593] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Sleep problems are prevalent in the naval operational environment. Crewmembers attribute some of these problems to habitability-related issues in their berthing compartments. This study has two goals: first, to assess the provisions in current habitability standards used in ship design; and second, to assess the extent to which habitability factors in berthing compartments affect the sleep of crewmembers in United States Navy (USN) ships. Results from eight field studies show that environmental conditions (e.g., temperature, noise, light, air quality) affect sleep quality in berthing spaces. Despite the provisions in current standards, sleep-related habitability issues remain a concern for crewmembers in the USN. Our findings suggest that living conditions may be improved in berthing compartments by revising current standards. We have identified three areas for improvement: noise (both continuous and intermittent), temperature within the compartment, and designing berthing compartments according to the organizational structure of the ship.
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