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Schampheleer E, Roelands B. Mental Fatigue in Sport-From Impaired Performance to Increased Injury Risk. Int J Sports Physiol Perform 2024; 19:1158-1166. [PMID: 39122241 DOI: 10.1123/ijspp.2023-0527] [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: 12/17/2023] [Revised: 05/17/2024] [Accepted: 05/21/2024] [Indexed: 08/12/2024]
Abstract
The literature describing the effects of mental fatigue (MF) has grown tremendously. This is accompanied by identification of a host of performance-determining parameters affected by MF. MF results from prolonged cognitive effort and predominantly affects physical, technical, tactical, and perceptual-cognitive dimensions of sport, while physiological parameters (eg, heart rate, lactate) and physical aspects of maximal and supramaximal efforts are predominantly unaffected. The aim of this paper was to provide an overview of the parameters described in the literature as influenced by MF. By identifying the different parameters, we not only see how they affect the performance of athletes but also raise concerns about the potentially increased injury risk due to MF. Preliminary evidence suggests that subsequent disturbances in balance, motor skills, and decision-making processes could potentially increase the vulnerability to injury. An abundance of lab-based studies looked into the effects of MF on performance; however, many questions remain about the mechanisms of origin and neurophysiological causes of MF, and only small steps have been taken to translate this knowledge into practice. Thus, there is a need for more research into the underlying mechanisms of MF and the role of the brain, as well as more applied research with a high ecological validity that also takes into account the potential increased risk of injury due to MF.
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Affiliation(s)
- Emilie Schampheleer
- Human Physiology and Sports Physiotherapy Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bart Roelands
- Human Physiology and Sports Physiotherapy Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium
- BruBotics, Vrije Universiteit Brussel, Brussels, Belgium
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Bedi A, Russell PN, Helton WS. Perceptual decoupling in the sustained attention to response task is unlikely. Exp Brain Res 2024; 242:2033-2040. [PMID: 38958722 PMCID: PMC11252176 DOI: 10.1007/s00221-024-06885-w] [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: 02/21/2024] [Accepted: 06/25/2024] [Indexed: 07/04/2024]
Abstract
Researchers dispute the cause of errors in high Go, low No Go target detection tasks, like the Sustained Attention to Response Task (SART). Some researchers propose errors in the SART are due to perceptual decoupling, where a participant is unaware of stimulus identity. This lack of external awareness causes an erroneous response. Other researchers suggest the majority of the errors in the SART are instead due to response leniency, not perceptual decoupling. Response delays may enable a participant who is initially unaware of stimulus identity, perceptually decoupled, to become aware of stimulus identity, or perceptually recoupled. If, however, the stimulus presentation time is shortened to the minimum necessary for stimulus recognition and the stimulus is disrupted with a structured mask, then there should be no time to enable perception to recouple even with a response delay. From the perceptual decoupling perspective, there should be no impact of a response delay on performance in this case. Alternatively if response bias is critical, then even in this case a response delay may impact performance. In this study, we shortened stimulus presentation time and added a structured mask. We examined whether a response delay impacted performance in the SART and tasks where the SART's response format was reversed. We expected a response delay would only impact signal detection theory bias, c, in the SART, where response leniency is an issue. In the reverse formatted SART, since bias was not expected to be lenient, we expected no impact or minimal impact of a response delay on response bias. These predictions were verified. Response bias is more critical in understanding SART performance, than perceptual decoupling, which is rare if it occurs at all in the SART.
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Affiliation(s)
- Aman Bedi
- University of Canterbury, Chirstchurch, New Zealand
| | | | - William S Helton
- Department of Psychology, George Mason University, 4400 University Drive, 3F5, Fairfax, VA, 22030, USA.
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Türkmen OB, Akçay B, Demir C, Kurtoğlu A, Alotaibi MH, Elkholi SM. Does the Effect of Mental Fatigue Created by Motor Imagery on Upper Extremity Functions Change with Diaphragmatic Breathing Exercises? A Randomized, Controlled, Single-Blinded Trial. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1069. [PMID: 39064498 PMCID: PMC11279225 DOI: 10.3390/medicina60071069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 06/23/2024] [Accepted: 06/26/2024] [Indexed: 07/28/2024]
Abstract
Background and Objectives: This study focused on the impact of mental fatigue induced by motor imagery on upper limb function, an area with limited research compared to lower limb performance. It aimed to explore how diaphragmatic breathing exercises influence these effects. Materials and Methods: This study included 30 participants, and Group 1 participated in 12 sessions of diaphragmatic breathing exercises under the supervision of a physiotherapist; Group 2 did not receive any intervention. For all the participants, mental fatigue was induced with motor imagery before and after the intervention, and evaluations were performed before and after mental fatigue. Upper extremity functions were evaluated using isometric elbow flexion strength, hand grip strength, upper extremity reaction time and endurance, finger reaction time, the nine-hole peg test, shoulder position sense, light touch-pressure threshold, and two-point discrimination. Results: The study results showed that after mental fatigue, there was a decrease in isometric elbow flexion strength, nondominant hand grip strength, and nondominant upper extremity endurance, and an increase in nondominant tactile sensation (p < 0.05). No changes were found in two-point discrimination, nine-hole peg test time, and position sense on either side (p > 0.05). The effect of mental fatigue on isometric elbow flexion strength and nondominant grip strength showed significant improvement following diaphragmatic breathing exercises (p < 0.05). Conclusions: This study found that mental fatigue from motor imagery can impact elbow flexion, hand grip strength, upper extremity endurance, and tactile sensitivity. Breathing exercises may help improve strength parameters affected by mental fatigue. It is crucial to consider these effects on upper extremity functions in rehabilitation programs.
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Affiliation(s)
- Ozan Bahadır Türkmen
- Physical Therapy and Rehabilitation, Health Sciences, Bandirma Onyedi Eylul University, 10200 Balıkesir, Türkiye
| | - Burçin Akçay
- Physical Therapy and Rehabilitation, Health Sciences, Bandirma Onyedi Eylul University, 10200 Balıkesir, Türkiye
| | - Canan Demir
- Physical Therapy and Rehabilitation, Health Sciences, Bandirma Onyedi Eylul University, 10200 Balıkesir, Türkiye
| | - Ahmet Kurtoğlu
- Department of Coaching Education, Faculty of Sport Science, Bandirma Onyedi Eylul University, 10200 Balıkesir, Türkiye
| | - Madawi H. Alotaibi
- Department of Rehabilitation Sciences, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
| | - Safaa M. Elkholi
- Department of Rehabilitation Sciences, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
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Andujar M, Marc IB, Giuffrida V, Ferraina S, Brunamonti E, Pani P. Response Preparation Affects Cognitive Motor Control. HUMAN FACTORS 2024; 66:975-986. [PMID: 36222318 DOI: 10.1177/00187208221132749] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVE We investigated how the ability to control whether or not to inhibit an action is affected by the response preparation. BACKGROUND The ability to control actions is a central skill to properly behave in complex environments. Increased levels of response preparation are associated with reduced response times, but how they directly affect the ability to control actions is not well explored. We investigated how the response preparation affects the ability to control the generation of actions in the context of a stop selective task. METHOD Participants performed a visuo-motor stop selective task. RESULTS We found that an increased level of response preparation reduced the ability to control actions. In the condition with high preparation, we observed shorter response times and increased probability of wrong responses to a request to stop, compared to a condition with a lower level of preparation. CONCLUSION We demonstrated that high response preparation hinders action control. APPLICATION Understanding the cognitive factors that affect the ability to properly control actions is crucial to develop devices that can be exploited in different contexts such as the aviation, industrial, and military. We demonstrated that subjects' response preparation is a key factor influencing their ability to flexibly control their reaction to different stimuli. This study offers a suitable paradigm that can be used to investigate which system features in a controlled task promote an optimal balance between response speed and error rate.
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Affiliation(s)
- Marta Andujar
- Department of Physiology and Pharmacology, and Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
- Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
| | - Isabel Beatrice Marc
- Department of Physiology and Pharmacology, and Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
- Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
| | - Valentina Giuffrida
- Department of Physiology and Pharmacology, and Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
- Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
| | - Stefano Ferraina
- Department of Physiology and Pharmacology, and Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
| | - Emiliano Brunamonti
- Department of Physiology and Pharmacology, and Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
| | - Pierpaolo Pani
- Department of Physiology and Pharmacology, and Behavioral Neuroscience PhD Program, Sapienza University, Rome, Italy
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Bedi A, Russell PN, Helton WS. Perceptual decoupling or trigger happiness: the effect of response delays and shorter presentation times on a go-no-go task with a high go prevalence. Exp Brain Res 2024:10.1007/s00221-024-06799-7. [PMID: 38448673 DOI: 10.1007/s00221-024-06799-7] [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: 11/20/2023] [Accepted: 01/31/2024] [Indexed: 03/08/2024]
Abstract
In the current investigation, we modified the high Go, low No-Go Sustained Attention to Response Task (SART). Some researchers argue a commission error, an inappropriate response to a No-Go stimulus, in the SART is due to the participant being inattentive, or perceptually decoupled, during stimulus onset. Response delays in the SART reduce commission errors. A response delay may therefore enable a participant who is initially inattentive to recouple their attention in time to appropriately perceive the stimulus and withhold a response to a No-Go stimulus. However, shortening stimulus display duration in the SART should limit the possibility of the participant identifying the stimulus later, if they are initially not attending the stimulus. A response delay should not reduce commission errors if stimulus duration is kept to the minimum duration enabling stimulus recognition. In two experiments, we shortened stimulus onset to offset duration and added response delays of varying lengths. In both experiments, even when stimulus duration was shortened, response delays notably reduced commission errors if the delay was greater than 250 ms. In addition, using the Signal Detection Theory perspective in which errors of commission in the SART are due to a lenient response bias-trigger happiness, we predicted that response delays would result in a shift to a more conservative response bias in both experiments. These predictions were verified. The errors of commission in the SART may not be a measures of conscious awareness per se, but instead indicative of the level of participant trigger happiness-a lenient response bias.
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Affiliation(s)
- Aman Bedi
- University of Canterbury, Christchurch, New Zealand
| | | | - William S Helton
- University of Canterbury, Christchurch, New Zealand.
- Department of Psychology, George Mason University, 4400 University Drive, 3F5, Fairfax, VA, 22030, USA.
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Niu S, Guo J, Hanson NJ, Wang K, Chai J, Guo F. The effects of mental fatigue on fine motor performance in humans and its neural network connectivity mechanism: a dart throwing study. Cereb Cortex 2024; 34:bhae085. [PMID: 38489786 DOI: 10.1093/cercor/bhae085] [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: 12/04/2023] [Revised: 02/14/2024] [Accepted: 02/15/2024] [Indexed: 03/17/2024] Open
Abstract
While it is well known that mental fatigue impairs fine motor performance, the investigation into its neural basis remains scant. Here, we investigate the impact of mental fatigue on fine motor performance and explore its underlying neural network connectivity mechanisms. A total of 24 healthy male university students were recruited and randomly divided into two groups: a mental fatigue group (MF) and a control group (Control). Both groups completed 50 dart throws, while electroencephalography (EEG) data were collected. Following the Stroop intervention, participants in the MF group exhibited a decrease in Stroop task accuracy and throwing performance, and an increase in reaction time along with VAS and NASA scores. The EEG data during dart-throwing revealed that the network connectivity strength of theta oscillations in the frontal and left central regions was significantly higher in the MF group compared with the Control group, while the network connectivity strength of alpha oscillations in the left parietal region was significantly enhanced. The interregional connectivity within the theta and alpha rhythm bands, particularly in the frontal-central-parietal network connections, also showed a significant increase in the MF group. Mental fatigue impairs dart throwing performance and is accompanied by increased connectivity in alpha and theta.
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Affiliation(s)
- Suoqing Niu
- College of Exercise and Health, Shenyang Sport University, Shenyang 110102, China
| | - Jianrui Guo
- Laboratory Management Center, Shenyang Sport University, Shenyang 110102, China
| | - Nicholas J Hanson
- Department of Human Performance and Health Education, College of Education and Human Development, Western Michigan University, Michigan, Kalamazoo, MI 49008, United States
| | - KaiQi Wang
- College of Exercise and Health, Shenyang Sport University, Shenyang 110102, China
| | - Jinlei Chai
- College of Exercise and Health, Shenyang Sport University, Shenyang 110102, China
| | - Feng Guo
- College of Exercise and Health, Shenyang Sport University, Shenyang 110102, China
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Tait JL, Aisbett B, Corrigan SL, Drain JR, Main LC. Recovery of Cognitive Performance Following Multi-Stressor Military Training. HUMAN FACTORS 2024; 66:389-403. [PMID: 35549578 DOI: 10.1177/00187208221086686] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
OBJECTIVE This project aimed to assess the impact of an 8-day military training exercise on cognitive performance, and track its recovery in periods of reduced training load and partially restored sleep. BACKGROUND Military personnel often work in challenging multi-stressor environments, where sleep loss is inevitable. Sleep loss can impair multiple cognitive domains, which can have disastrous consequences in military contexts. METHOD A total of 57 male and female soldiers undergoing the Australian Army combat engineer Initial Employment Training course were recruited and tracked over a 16-day study period which included an 8-day field-based military training exercise. Cognitive performance was assessed via a computerised battery at seven time points across four sequential study periods; 1) baseline (PRE), 2) military field training exercise which included total sleep deprivation (EX-FIELD), 3) training exercise at simulated base with restricted sleep opportunities (EX-BASE), and 4) a 3-day recovery period (REC). Subjective load, fatigue, and sleep were evaluated continuously via questionnaire and actigraphy. RESULTS Psychomotor speed, reaction time, visual tracking and vigilance were impaired following the EX-FIELD period (p < 0.05). The majority of affected measures recovered 2 days following EX-FIELD, being no different in EX-BASE compared to PRE. CONCLUSION The sensitivity of the cognitive tests to sleep restriction, and recovery, indicates they can help assess operational readiness in military personnel. Future studies should explore other indicators of, and strategies to preserve, operational readiness in military personnel. APPLICATION This study highlights the impact of work-induced fatigue on cognitive performance, and would interest authorities seeking to preserve operational readiness.
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Affiliation(s)
- Jamie L Tait
- Deakin University, Geelong, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Australia
| | - Brad Aisbett
- Deakin University, Geelong, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Australia
| | - Sean L Corrigan
- Deakin University, Geelong, Victoria, Australia, School of Exercise and Nutrition Sciences
| | - Jace R Drain
- Defence Science and Technology Group, Fisherman's Bend, Burwood, VIC, Australia
| | - Luana C Main
- Deakin University, Geelong, Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Australia
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Reijmerink IM, van der Laan MJ, Wietasch JKG, Hooft L, Cnossen F. Impact of fatigue in surgeons on performance and patient outcome: systematic review. Br J Surg 2024; 111:znad397. [PMID: 38097353 PMCID: PMC10771255 DOI: 10.1093/bjs/znad397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/29/2023] [Accepted: 11/05/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND While fatigue is an inevitable aspect of performing surgical procedures, lack of consensus remains on its effect on surgical performance. The aim of this systematic review was to assess the effect of non-muscular fatigue on surgical outcome. METHODS MEDLINE and Embase were searched up to 17 January 2023. Studies on students, learning, duty-hour restrictions, muscle fatigue, non-surgical or subjective outcome, the weekend effect, or time of admission were excluded. Studies were categorized based on real-life or simulated surgery. The Cochrane risk-of-bias tool was used to assess RCTs and the Newcastle-Ottawa scale was used to assess cohort studies. Due to heterogeneity among studies, data pooling was not feasible and study findings were synthesized narratively. RESULTS From the 7251 studies identified, 134 studies (including 1 684 073 cases) were selected for analysis (110 real-life studies and 24 simulator studies). Of the simulator studies, 46% (11 studies) reported a deterioration in surgical outcome when fatigue was present, using direct measures of fatigue. In contrast, only 35.5% (39 studies) of real-life studies showed a deterioration, observed in only 12.5% of all outcome measures, specifically involving aggregated surgical outcomes. CONCLUSION Almost half of simulator studies, along with one-third of real-life studies, consistently report negative effects of fatigue, highlighting a significant concern. The discrepancy between simulator/real-life studies may be explained by heightened motivation and effort investment in real-life studies. Currently, published fatigue and outcome measures, especially in real-life studies, are insufficient to fully define the impact of fatigue on surgical outcomes due to the absence of direct fatigue measures and crude, post-hoc outcome measures.
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Affiliation(s)
- Iris M Reijmerink
- Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Maarten J van der Laan
- Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - J K Götz Wietasch
- Department of Anaesthesiology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Lotty Hooft
- Cochrane Netherlands, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Fokie Cnossen
- Department of Artificial Intelligence, Bernoulli Institute of Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, The Netherlands
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Jacquet T, Lepers R, Pageaux B, Poulin-Charronnat B. Acute smartphone use impairs vigilance and inhibition capacities. Sci Rep 2023; 13:23046. [PMID: 38155267 PMCID: PMC10754937 DOI: 10.1038/s41598-023-50354-3] [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: 09/26/2023] [Accepted: 12/19/2023] [Indexed: 12/30/2023] Open
Abstract
Smartphones are now in very widespread use, and concerns have arisen about potential detrimental effects, even with acute use. These adverse consequences are often linked to the emergence of mental fatigue. While the cognitive implications of fatigue are well-documented, knowledge about the specific influence of acute smartphone use on cognitive performance remains scarce. The aim of this study was therefore to investigate the impact of acute smartphone use on cognitive performance. It included two experiments: one designed to assess the impact of smartphone use on vigilance, and the other focusing on evaluating inhibition capacities. In Experiment 1, two groups of 40 participants completed a Psychomotor Vigilance Task (PVT) before and after using a smartphone for 45 min (experimental group), or before and after watching a documentary (control group). In Experiment 2, two groups of 40 participants were subjected to a similar experimental design but had to perform a Go/NoGo task instead of a PVT. Mental fatigue and drowsiness were evaluated with visual analog scales before and after smartphone use and watching a documentary. Results suggested that both watching a documentary and using a smartphone for 45 min increased subjective mental fatigue and drowsiness. Watching the documentary did not impair cognitive performance. Reaction times on the PVT and number of errors on NoGo trials in the Go/NoGo task were higher among the participants in the smartphone condition. These results indicate reduced vigilance and impaired inhibition capacities only after smartphone use. We conclude that acute smartphone use induces mental fatigue and decreases cognitive performance. Further research is needed to understand the mechanisms underlying this decline in cognitive performance.
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Affiliation(s)
- Thomas Jacquet
- CAPS, Inserm U1093, Université de Bourgogne, Faculté Des Sciences du Sport, BP 27877 UFR STAPS, I3M, 64 Rue de Sully, 21000, Dijon, France.
| | - Romuald Lepers
- CAPS, Inserm U1093, Université de Bourgogne, Faculté Des Sciences du Sport, BP 27877 UFR STAPS, I3M, 64 Rue de Sully, 21000, Dijon, France
| | - Benjamin Pageaux
- École de kinésiologie et des Sciences de l'activité physique (EKSAP), Faculté de médecine, Université de Montréal, Montreal, QC, Canada
- Centre de recherche de l'Institut universitaire de geriatrie de Montréal (CRIUGM), Montreal, QC, Canada
- Centre interdisciplinaire de recherche sur le cerveau et l'apprentissage (CIRCA), Montreal, QC, Canada
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Dang JA, Shaw TH, McKnight PE, Helton WS. A Closer Look at Warning Cues on the Sustained Attention to Response Task Performance. HUMAN FACTORS 2023; 65:1793-1803. [PMID: 35089114 DOI: 10.1177/00187208211060708] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
OBJECTIVES We investigated the effects of auditory cues of varying reliability levels on response inhibition performance using a target detection task to determine if external cues offer performance benefits. Further, we examined how the slope of the speed accuracy trade-off changes as a function of auditory cue reliability and used the trade-off to understand where any performance gains may be realized. BACKGROUND Researchers have proposed that the sustained attention to response task (SART) can be used to study the mechanisms causing failures of response inhibition. External cues may mitigate the results of motor inhibition failure. The extent to which external cues can effectively aid performance depends on the level of cue reliability. METHOD Ninety-one participants performed three SARTs with auditory cue assistance at three different levels of reliability (i.e. 0%, 60% and 100% reliable at cueing imminent No-Go stimuli). RESULTS We observed fewer errors of commission and faster reaction time in conditions with higher cue reliability. The slope of speed-accuracy trade-off relationship was impacted by cue reliability and was not a simple linear function. CONCLUSION Reliable auditory cues aid performance by reducing reaction time and errors of commission. Auditory cues also impact the relationship between speed and accuracy trade-off. APPLICATION Insights of cue effectiveness at different reliability levels help people make informed decisions in developing automation interfaces or sensors based on expected performance. Reliable cues mitigate the risk of impulsive errors; however, the reliability has to be high to have a noticeable impact on the speed-accuracy trade-off.
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Jensen AE, Bernards JR, Hamilton JA, Markwald RR, Kelly KR, Biggs AT. Don't Shoot Me: Potential Consequences of Force-on-Force Training Modulate the Human Stress Response. J Strength Cond Res 2023; 37:1761-1769. [PMID: 37235207 DOI: 10.1519/jsc.0000000000004481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
ABSTRACT Jensen, AE, Bernards, JR, Hamilton, JA, Markwald, RR, Kelly, KR, and Biggs, AT. Do not shoot me: potential consequences of force-on-force training modulate the human stress response. J Strength Cond Res 37(9): 1761-1769, 2023-Close-quarters combat (CQC) engagements trigger the "fight-or-flight" response, activating the sympathetic nervous system and hypothalamic-pituitary-adrenal axis in response to perceived threats. However, it has yet to be shown if a force-on-force (FoF) CQC training environment will lead to adaptations in the physiological stress response or performance. United States Marines and Army infantry personnel participated in a 15-day CQC training program. The CQC program focused heavily on FoF training with the use of nonlethal training ammunition (NLTA). Data collections occurred on training days 1 and 15, during a simulated FoF-hostage rescue (HR) scenario and photorealistic target drill. For the FoF-HR, subjects were instructed to clear the shoot house, rescue the hostage, and only shoot hostile threat(s) with NLTA. The photorealistic target drills were similar, but replaced the role players in the FoF-HR with paper targets. Salivary alpha-amylase (sAA) and salivary cortisol were obtained immediately before entering and exiting the shoot house. Time to completion significantly decreased, between days 1 and 15, for both the FoF-HR and the photorealistic drills by 67.7 and 54.4%, respectively ( p < 0.05). Analyses revealed that the change in sAA, nonsignificantly, doubled from day 1 to 15 during FoF-HR ( p > 0.05), whereas the change in sAA decreased during the photorealistic drills across days ( p < 0.05). Cortisol was significantly higher during the FoF-HR in comparison to the photorealistic drills ( p < 0.05). These data suggest that potential consequences of FoF training heighten the stress response in conjunction with enhanced performance.
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Affiliation(s)
- Andrew E Jensen
- Leidos, Inc., San Diego, California
- Naval Health Research Center, San Diego, California
| | - Jake R Bernards
- Leidos, Inc., San Diego, California
- Naval Health Research Center, San Diego, California
| | - Joseph A Hamilton
- Naval Health Research Center, San Diego, California
- Innovative Employee Solutions, San Diego, California
| | | | | | - Adam T Biggs
- Naval Medical Research Unit-Dayton, Dayton, Ohio; and
- Naval Special Warfare Command, Coronado, California
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Johnson T, Gurubhagavatula I. Assessment of Vigilance and Fatigue. Sleep Med Clin 2023; 18:349-359. [PMID: 37532374 DOI: 10.1016/j.jsmc.2023.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
Abstract
This article summarizes the definitions of vigilance, fatigue, and sleepiness, as well as tools used in their assessment. Consideration is given to the strengths and limitations of the different subjective and objective tools. Future directions for research are also discussed, as well as the public health importance of continued investigation in this subject.
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Affiliation(s)
- Tyler Johnson
- Division of Sleep Medicine, Perelman School of Medicine, University of Pennsylvania, 3624 Market Street, Suite 205, Philadelphia, PA 19104, USA.
| | - Indira Gurubhagavatula
- Division of Sleep Medicine, Perelman School of Medicine, University of Pennsylvania, 3624 Market Street, Suite 205, Philadelphia, PA 19104, USA; Crescenz VA Medical Center, Philadelphia, PA, USA.
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13
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Biggs AT, Hamilton JA, Thompson AG, Jensen A, Suss J, Kelly K, Markwald RR. Not according to plan: Cognitive failures in marksmanship due to effects of expertise, unknown environments, and the likelihood of shooting unintended targets. APPLIED ERGONOMICS 2023; 112:104058. [PMID: 37331030 DOI: 10.1016/j.apergo.2023.104058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 05/24/2023] [Accepted: 05/28/2023] [Indexed: 06/20/2023]
Abstract
Shooting errors have multi-faceted causes with contributing factors that include sensorimotor activity and cognitive failures. Empirical investigations often assess mental errors through threat identification, yet other cognitive failures could contribute to poor outcomes. The current study explored several possible sources of cognitive failures unrelated to threat identification with live fire exercises. Experiment 1 examined a national shooting competition to compare marksmanship accuracy, expertise, and planning in the likelihood of hitting no-shoot or unintended targets. Experts demonstrated an inverse speed/accuracy trade-off and fired upon fewer no-shoot targets than lesser skilled shooters, yet overall, greater opportunity to plan produced more no-shoot errors, thereby demonstrating an increase in cognitive errors. Experiment 2 replicated and extended this finding under conditions accounting for target type, location, and number. These findings further dissociate the roles of marksmanship and cognition in shooting errors while suggesting that marksmanship evaluations should be re-designed to better incorporate cognitive variables.
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Affiliation(s)
| | | | - Andrew G Thompson
- West Virginia University, United States; United States Army Training and Doctrine Command, United States
| | - Andrew Jensen
- Naval Health Research Center, United States; Leidos, United States
| | - Joel Suss
- Naval Health Research Center, United States; Leidos, United States; Wichita State University, United States
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14
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Main LC, McLoughlin LT, Flanagan SD, Canino MC, Banks S. Monitoring cognitive function in the fatigued warfighter: A rapid review of cognitive biomarkers. J Sci Med Sport 2023:S1440-2440(23)00079-8. [PMID: 37236820 DOI: 10.1016/j.jsams.2023.04.009] [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: 06/05/2022] [Revised: 04/27/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023]
Abstract
OBJECTIVES Decreases in cognitive function impair occupational performance, reduce occupational safety, and increase musculoskeletal injury risk. The aim of this paper was to identify measures that may be used to monitor cognitive function in the warfighter. DESIGN A rapid review. METHODS A rapid search of Academic Search Complete, MEDLINE, PsycINFO, and SPORTSDiscus databases was conducted. ELIGIBILITY CRITERIA original peer reviewed research articles, written in English, published between 2002 and 2022, and using human participants with no health issues in military training environments or active service. RESULTS Of the 248 articles screened, 58 full-text articles were assessed for eligibility and 29 included in the review. Of these, 16 papers presented data from multi-stressor military training environments, or experimental studies where simulated military tasks were being performed. Thirteen papers focused on an aspect of military work and the implications for cognitive function (i.e., physical load, periods of extended wakefulness or fatigue, and hypoxic conditions). The domains of cognitive function that were assessed (i.e. vigilance, reaction time, working memory, situational awareness, and decision-making) were somewhat consistent among studies. CONCLUSIONS Prolonged exposure to high-stress military environments compromises multiple aspects of cognitive function. These findings highlight the need for a suite of biomarkers to monitor cognitive function and assess the ability of military personnel to attend to and process mission-critical information and make appropriate decisions on the battlefield and other high-stress environments. Our findings suggest that a suite of common tests may provide useful information about cognitive function in the warfighter.
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Affiliation(s)
- Luana C Main
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Australia.
| | - Larisa T McLoughlin
- Behaviour-Brain-Body Research Centre, University of South Australia, Australia.
| | - Shawn D Flanagan
- Neuromuscular Research Laboratory, University of Pittsburgh, United States.
| | - Maria C Canino
- Neuromuscular Research Laboratory, University of Pittsburgh, United States.
| | - Siobhan Banks
- Behaviour-Brain-Body Research Centre, University of South Australia, Australia.
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15
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Bedi A, Russell PN, Helton WS. Go-stimuli probability influences response bias in the sustained attention to response task: a signal detection theory perspective. PSYCHOLOGICAL RESEARCH 2023; 87:509-518. [PMID: 35403969 DOI: 10.1007/s00426-022-01679-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/23/2022] [Indexed: 12/21/2022]
Abstract
The sustained attention to response task (SART) is a popular measure in the psychology and neuroscience of attention. The underlying psychological cause for errors, in particular errors of commission, in the SART is actively disputed. Some researchers have suggested task-disengagement due to mind-wandering or mindlessness, and others have proposed strategic choices. In this study we explored an alternative perspective based on Signal Detection Theory, in which the high rate of commission errors in the SART reflects simply a shift in response bias (criterion) due to the high prevalence of Go-stimuli. We randomly assigned 406 participants to one of ten Go-stimuli prevalence rates (50%, 64%, 74%, 78%, 82%, 86%, 90%, 94%, 98% and 100%). As Go-stimuli prevalence increased reaction times to both Go and No-Go stimuli decreased, omission errors decreased and commission errors increased. These all were predicted from a hypothesized bias shift, but the findings were not compatible with some alternative theories of SART performance. These findings may have implications for similar tasks.
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Affiliation(s)
- Aman Bedi
- University of Canterbury, Canterbury, New Zealand
| | | | - William S Helton
- University of Canterbury, Canterbury, New Zealand.
- Department of Psychology, George Mason University, 4400 University Drive, 3F5, Fairfax, VA, 22030, USA.
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16
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Fatigue and Secondary Media Impacts in the Automated Vehicle: A Multidimensional State Perspective. SAFETY 2023. [DOI: 10.3390/safety9010011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023] Open
Abstract
Safety researchers increasingly recognize the impacts of task-induced fatigue on vehicle driving behavior. The current study (N = 180) explored the use of a multidimensional fatigue measure, the Driver Fatigue Questionnaire (DFQ), to test the impacts of vehicle automation, secondary media use, and driver personality on fatigue states and performance in a driving simulator. Secondary media included a trivia game and a cellphone conversation. Simulated driving induced large-magnitude fatigue states in participants, including tiredness, confusion, coping through self-comforting, and muscular symptoms. Consistent with previous laboratory and field studies, dispositional fatigue proneness predicted increases in state fatigue during the drive, especially tiredness, irrespective of automation level and secondary media. Similar to previous studies, automation slowed braking response to the emergency event following takeover but did not affect fatigue. Secondary media use relieved subjective fatigue and improved lateral control but did not affect emergency braking. Confusion was, surprisingly, associated with faster braking, and tiredness was associated with impaired control of lateral position of the vehicle. These associations were not moderated by the experimental factors. Overall, data support the use of multidimensional assessments of both fatigue symptoms and information-processing components for evaluating safety impacts of interventions for fatigue.
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17
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Chen XX, Ji ZG, Wang Y, Xu J, Wang LY, Wang HB. Bibliometric analysis of the effects of mental fatigue on athletic performance from 2001 to 2021. Front Psychol 2023; 13:1019417. [PMID: 36698588 PMCID: PMC9869051 DOI: 10.3389/fpsyg.2022.1019417] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 12/09/2022] [Indexed: 01/12/2023] Open
Abstract
Aims To explore the research hot topics and main contents in the field of the influence of mental fatigue on athletic performance, and to provide new ideas and directions for future research in this field. Methods Using CiteSpace and VOSviewer visualization tool software core collection of Web of Science database to TS = ("mental fatigue" OR "mental exertion" OR "cognitive fatigue" OR "Cognitive exertion" OR "mental exhaustion" OR "mental tiredness") AND ("athletic performance" OR "technical skill*" OR "Skill*" OR "technique" OR "decision making" OR "performance") AND ("Humans") searched for the influence of mental fatigue on athletic performance from 2001 to 2021 to conduct visual analysis. Research hot topics were analyzed from the aspects of high-impact countries/regions, institutions, authors, high-frequency keywords, and mutation terms. Results A total of 658 publications were identified finally, and there has been an increasing trend in the annual number of publications, with the United States ranking first in the number of publications and influence. Future research will focus on promoting the application of EEG technology as an objective indicator for assessing mental fatigue, exploring effective methods and measures for pharmacological or non-pharmacological interventions against fatigue, and focusing on the effects of mental fatigue on endurance performance, technical skills, and sports-related decision-making. Conclusion The results of the present study help us understand the status of the mental fatigue and athletic performance field and its recent developments.
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Affiliation(s)
- Xiao-Xin Chen
- School of Psychology, Shanghai University of Sport, Shanghai, China
| | - Zhi-Guang Ji
- Department of Physical Education, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Yi Wang
- College of Rehabilitation Science, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Jing Xu
- College of Rehabilitation Science, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Li-Yan Wang
- College of Rehabilitation Science, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Hong-Biao Wang
- Department of Physical Education, Shanghai University of Medicine and Health Sciences, Shanghai, China,*Correspondence: Hong-Biao Wang,
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18
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Magdaleno A, Wiersma L, Meyer BB. An Exploratory Comparison of Subjective Mental Fatigue Following a Task Designed to Replicate the Observation of Game Film. INTERNATIONAL JOURNAL OF EXERCISE SCIENCE 2022; 15:25-35. [PMID: 36895326 PMCID: PMC9987439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Laboratory-induced subjective mental fatigue (MF) has been shown to decrease sport-related performance (23, 38), yet there is a lack of research identifying tasks in real-world sport environments that induce MF (37). Since the identification of real-world tasks that induce MF may inform activities undertaken in the daily training and competition environments, the purpose of the current study was to compare changes in MF following a task designed to replicate the observation of game film to changes in MF following completion of a laboratory-based task (e.g., Stroop test). On separate counterbalanced visits, participants (N = 6) completed either (1) 35 min of replicated game film observation or (2) 35 min of the Stroop test. Visual analogue scales were used to measure MF, and a repeated measures analysis of variance [2 (time) x 2 (task)] was used to compare changes in MF following each task. No significant difference in changes in MF were found between conditions, F(1, 5) = 1.226, p = 0.319, and no main effect differences were found in MF pre-to-post for either task, F(1, 5) = 2.211, p = 0.197. Further efforts to identify real-world mentally fatiguing tasks are warranted.
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Affiliation(s)
- Anthony Magdaleno
- Laboratory for Sport Psychology & Performance Excellence, College of Health Sciences, University of Wisconsin-Milwaukee, Milwaukee, WI, United States.,Performance Psychology Laboratory, Department of Kinesiology, California State University, Fullerton, Fullerton, CA, United States
| | - Lenny Wiersma
- Performance Psychology Laboratory, Department of Kinesiology, California State University, Fullerton, Fullerton, CA, United States
| | - Barbara B Meyer
- Laboratory for Sport Psychology & Performance Excellence, College of Health Sciences, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
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19
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Oliver LS, Sullivan JP, Russell S, Peake JM, Nicholson M, McNulty C, Kelly VG. Effects of Nutritional Interventions on Accuracy and Reaction Time with Relevance to Mental Fatigue in Sporting, Military, and Aerospace Populations: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 19:307. [PMID: 35010566 PMCID: PMC8744602 DOI: 10.3390/ijerph19010307] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 12/17/2021] [Accepted: 12/22/2021] [Indexed: 01/10/2023]
Abstract
Background: Research in sport, military, and aerospace populations has shown that mental fatigue may impair cognitive performance. The effect of nutritional interventions that may mitigate such negative effects has been investigated. This systematic review and meta-analysis aimed to quantify the effects of nutritional interventions on cognitive domains often measured in mental fatigue research. Methods: A systematic search for articles was conducted using key terms relevant to mental fatigue in sport, military, and aerospace populations. Two reviewers screened 11,495 abstracts and 125 full texts. A meta-analysis was conducted whereby effect sizes were calculated using subgroups for nutritional intervention and cognitive domains. Results: Fourteen studies were included in the meta-analysis. The consumption of energy drinks was found to have a small positive effect on reaction time, whilst the use of beta-alanine, carbohydrate, and caffeine had no effect. Carbohydrate and caffeine use had no effect on accuracy. Conclusions: The results of this meta-analysis suggest that consuming energy drinks may improve reaction time. The lack of effect observed for other nutritional interventions is likely due to differences in the type, timing, dosage, and form of administration. More rigorous randomized controlled trials related to the effect of nutrition interventions before, during, and after induced mental fatigue are required.
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Affiliation(s)
- Liam S. Oliver
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (L.S.O.); (J.M.P.); (M.N.); (C.M.)
| | | | - Suzanna Russell
- School of Behavioural and Health Sciences, Australian Catholic University, Brisbane, QLD 4014, Australia;
| | - Jonathan M. Peake
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (L.S.O.); (J.M.P.); (M.N.); (C.M.)
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia
| | - Mitchell Nicholson
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (L.S.O.); (J.M.P.); (M.N.); (C.M.)
| | - Craig McNulty
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (L.S.O.); (J.M.P.); (M.N.); (C.M.)
| | - Vincent G. Kelly
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (L.S.O.); (J.M.P.); (M.N.); (C.M.)
- School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane, QLD 4059, Australia
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20
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Biggs AT. Applying inhibitory control theories to shoot/don't‐shoot decisions. APPLIED COGNITIVE PSYCHOLOGY 2021. [DOI: 10.1002/acp.3905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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21
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Jacquet T, Poulin-Charronnat B, Bard P, Perra J, Lepers R. Physical Activity and Music to Counteract Mental Fatigue. Neuroscience 2021; 478:75-88. [PMID: 34601062 DOI: 10.1016/j.neuroscience.2021.09.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 12/26/2022]
Abstract
Mental fatigue impairs both cognitive and physical performance. Bioactive substances (e.g., caffeine) have been used to counteract mental fatigue but could have side effects. The present study aimed to test two non-bioactive strategies to counteract mental fatigue: physical activity and listening to music. The participants first performed an arm-pointing task, then carried out a 32-min cognitively demanding task to induce mental fatigue (TLDB task), followed by another arm-pointing task at the end of the experiment. Between the end of the cognitively demanding task and the last arm-pointing task, 20 min went during which participants performed either 15 min of physical activity, of listening to music or of discussion (control). The subjective feeling of mental fatigue was assessed before each arm-pointing task and after the cognitively demanding task. For "physical activity" and "listening to music" groups, EEG was recorded at rest after each evaluation of subjective feeling of mental fatigue and during the cognitively demanding task. An increase in alpha power during the cognitively demanding task evidenced the presence of mental fatigue, without recovery during the following 20-min period. In the control condition, the arm-pointing task performance was deteriorated 20-min after the cognitively demanding task, while it remained stable after both physical activity and listening to music. Furthermore, recovery on the subjective feeling of mental fatigue was similar for both groups. The present results suggested that practicing physical activity and listening to music could be efficient strategies to counteract the negative effects of mental fatigue on motor performances.
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Affiliation(s)
- Thomas Jacquet
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Pôle AAFE, 11 Esplanade Erasme, 21000 Dijon, France; CAPS, INSERM U1093, Université Bourgogne Franche-Comté, Faculty of Sport Sciences, BP 27877 UFR STAPS, 21000 Dijon, France.
| | - Bénédicte Poulin-Charronnat
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Pôle AAFE, 11 Esplanade Erasme, 21000 Dijon, France
| | - Patrick Bard
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Pôle AAFE, 11 Esplanade Erasme, 21000 Dijon, France
| | - Joris Perra
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Pôle AAFE, 11 Esplanade Erasme, 21000 Dijon, France
| | - Romuald Lepers
- CAPS, INSERM U1093, Université Bourgogne Franche-Comté, Faculty of Sport Sciences, BP 27877 UFR STAPS, 21000 Dijon, France
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22
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Corrigan SL, Roberts S, Warmington S, Drain J, Main LC. Monitoring stress and allostatic load in first responders and tactical operators using heart rate variability: a systematic review. BMC Public Health 2021; 21:1701. [PMID: 34537038 PMCID: PMC8449887 DOI: 10.1186/s12889-021-11595-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 08/04/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Awareness of the cumulative stress placed on first responders and tactical operators is required to manage acute fatigue, which can impair occupational performance, and may precipitate negative chronic health outcomes. The aim of this review was to investigate the utility of heart rate variability (HRV) to monitor stress and allostatic load among these populations. METHODS A systematic search of Academic Search Complete, MEDLINE complete, PsycINFO, SPORTDiscus and Scopus databases was conducted. Eligibility criteria: original peer reviewed research articles, written in English, published between 1985 and 2020, using human participants employed as a first responder or tactical operator, free from any psychological disorder. RESULTS Of the 360 articles screened, 60 met the inclusion criteria and were included for full text assessment. Articles were classified based on single or repeated stressor exposure and the time of HRV assessment (baseline, during stressor, post stressor). Singular stressful events elicited a reduction in HRV from baseline to during the event. Stressors of greater magnitude reduced HRV for extended durations post stressor. Lower resting HRV was associated with lower situational awareness and impaired decision-making performance in marksmanship and navigation tasks. There were insufficient studies to evaluate the utility of HRV to assess allostatic load in repeated stressor contexts. CONCLUSION A reduction in HRV occurred in response to acute physical and cognitive occupational stressors. A slower rate of recovery of HRV after the completion of acute occupational stressors appears to occur in response to stressors of greater magnitude. The association between lower HRV and lower decision-making performance poses as a useful tool but further investigations on within subject changes between these factors and their relationship is required. More research is required to investigate the suitability of HRV as a measure of allostatic load in repeated stress exposures for fatigue management in first responder and tactical operators.
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Affiliation(s)
- Sean L Corrigan
- Deakin University, Centre for Sport Research, School of Exercise and Nutrition Sciences, 221 Burwood Highway, Burwood, Victoria, 3125, Australia.
| | - Spencer Roberts
- Deakin University, Institute for Physical Activity and Nutrition, Geelong, Victoria, Australia
| | - Stuart Warmington
- Deakin University, Institute for Physical Activity and Nutrition, Geelong, Victoria, Australia
| | - Jace Drain
- Defence Science and Technology Group, Fishermans Bend, Australia
| | - Luana C Main
- Deakin University, Institute for Physical Activity and Nutrition, Geelong, Victoria, Australia
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23
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Proof-of-Concept and Test-Retest Reliability Study of Psychological and Physiological Variables of the Mental Fatigue Paradigm. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18189532. [PMID: 34574457 PMCID: PMC8465457 DOI: 10.3390/ijerph18189532] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/03/2021] [Accepted: 09/06/2021] [Indexed: 12/22/2022]
Abstract
This study provided a proof-of-concept and test–retest reliability of measures frequently used to assess a mental fatigue paradigm. After familiarization, 28 healthy men performed (40-min) the Rapid Visual Information Processing (RVP) test in a test–retest design, having mental fatigue sensation, motivation, emotional arousal, total mood disturbance, and electroencephalography (EEG) in the prefrontal cortex measured before and after the test. EEG was recorded during a 3-min rest so that the power spectral density of theta (3–7 Hz) and alpha (8–13 Hz) bands was calculated. Pre-to-post RVP test changes in psychological and physiological domains were compared (paired-T tests), and absolute (standard error of measurement (SEM) and minimal difference (MD)) and relative reliability (intraclass correlation coefficient (ICC)) were calculated. The RVP test induced an increase (p < 0.05) in mental fatigue sensation (120.9% (109.4; 132.4)) and total mood disturbance (3.5% (−6.3; 13.3)), and a decrease in motivation (−7.1% (−9.2; −5.1)) and emotional arousal (−16.2% (−19.1; −13.2)). Likewise, EEG theta (59.1% (33.2; 85.0); p < 0.05), but not alpha band, increased due to RVP test. All psychophysiological responses showed poor-to-moderate relative reliability. Changes in mental fatigue sensation and motivation were higher than SEM and MD, but changes in EEG theta band were higher only than SEM. Mental fatigue sensation, motivation, and EEG theta band were sensitive to distinguish a mental fatigue paradigm despite true mental fatigue effects on theta activity may be trivial.
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Buckley S, Chaput M, Simon JE, Criss CR, Brazalovich P, McCarren G, Yom J, Grooms DR. Cognitive Load Impairs Time to Initiate and Complete Shooting Tasks in ROTC Members. Mil Med 2021; 187:e898-e905. [PMID: 34244784 DOI: 10.1093/milmed/usab276] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 04/21/2021] [Accepted: 06/29/2021] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION Multitasking typically requires an individual to simultaneously process cognitive information while performing a motor task. Cognitive motor interference (CMi) is encountered when cognitive challenges negatively impact motor task performance. Military personnel encounter cognitively taxing situations, especially during combat or other tactical performance scenarios, which may lead to injury or motor performance deficits (i.e., shooting inaccuracy, delayed stimulus-response time, and slowed movement speed). The purpose of the current study was to develop four cognitive motor shooting paradigms to determine the effects of cognitive load on shooting performance in healthy Reserve Officers' Training Corps (ROTC) cadets. METHODS Thirty-two healthy collegiate ROTC members (24 male and 8 female; 20.47 ± 1.24 years, 174.95 ± 10.58 cm, and 77.99 ± 13.90 kg) were recruited to complete four simulated shooting tasks with additional "motor" challenge (180° turn, gait, weighted, and unweighted landing) and with and without a "cognitive" decision-making challenge requiring response selection and inhibition to both auditory and visual stimuli, totaling eight multi-task cognitive motor shooting conditions. The current study was approved by the university's Institutional Review Board. Task initiation (seconds), task completion (seconds), and number of misses were calculated to determine marksmanship efficiency and accuracy. For each task, a multivariate repeated-measures analysis of variance (ANOVA) was conducted for the combined dependent variables. If the overall multivariate repeated-measures ANOVA was significant, follow-up univariate ANOVAs were conducted for each dependent variable. Alpha was set at α = 0.05 for all analyses. RESULTS Task initiation increased for the cognitive condition for the 180° turn (4.29 ± 1.22 seconds baseline, 5.09 ± 1.39 seconds cognitive; P < .05), gait (2.76 ± .60 seconds baseline, 3.93 ± .62 seconds cognitive; P < .05), unweighted (1.27 ± .57 seconds baseline, 3.39 ± .63 seconds cognitive; P < .05), and weighted landing (1.46 ± .72 seconds baseline, 3.35 ± .60 seconds cognitive; P < .05). Task completion time increased for the cognitive condition for the 180° turn (3.48 ± 1.53 seconds baseline, 4.85 ± 1.24 seconds cognitive; P < .05), gait (7.84 ± 2.07 seconds baseline, 9.23 ± 1.76 seconds cognitive; P < .05), unweighted (5.98 ± 1.55 seconds baseline, 7.45 ± 1.51 seconds cognitive; P < .05), and weighted landing (6.09 ± 1.42 seconds baseline, 7.25 ± 1.79 seconds cognitive; P < .05). There were no statistically significant differences in the number of misses for any of the tasks between conditions (P > .05). CONCLUSIONS The addition of a cognitive load increased both task initiation and task completion times during cognitive motor simulated shooting. Adding cognitive loads to tactical performance tasks can result in CMi and negatively impact tactical performance. Thus, consideration for additional cognitive challenges into training may be warranted to reduce the potential CMi effect on tactical performance.
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Affiliation(s)
- Sean Buckley
- School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University, Athens, OH 45701, USA
| | - Meredith Chaput
- Ohio Musculoskeletal and Neurological Institute, Ohio University, Athens, OH 45701, USA
| | - Janet E Simon
- School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University, Athens, OH 45701, USA.,Ohio Musculoskeletal and Neurological Institute, Ohio University, Athens, OH 45701, USA
| | - Cody R Criss
- Ohio Musculoskeletal and Neurological Institute, Ohio University, Athens, OH 45701, USA
| | - Philip Brazalovich
- School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University, Athens, OH 45701, USA
| | - Gillian McCarren
- School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University, Athens, OH 45701, USA
| | - Jae Yom
- Department of Allied Health, University of Illinois Springfield, Springfield, IL 62703, USA
| | - Dustin R Grooms
- School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University, Athens, OH 45701, USA.,Ohio Musculoskeletal and Neurological Institute, Ohio University, Athens, OH 45701, USA.,School of Rehabilitation and Communications Science, College of Health Sciences and Professions, Ohio University, Athens, OH 45701, USA
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25
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Biggs AT. Developing scenarios that evoke shoot/don't-shoot errors. APPLIED ERGONOMICS 2021; 94:103397. [PMID: 33714728 DOI: 10.1016/j.apergo.2021.103397] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 02/11/2021] [Accepted: 02/21/2021] [Indexed: 06/12/2023]
Abstract
Multiple errors can occur in a use-of-force scenario, although some critical errors involve unintended casualties where the target should never have been fired upon. Training instructors utilize a variety of methods to ensure military and law enforcement personnel do not inflict unintended casualties. However, there is little empirical evidence about the best methods to design a shooting simulation that might evoke these errors, which is critical to ensure the validity of any assessment or training exercise. The current study analyzed performance across a variety of simulated shooting scenarios developed and applied for military training purposes. Several factors were assessed based upon either the scenario or human performance. Scenario type, number of shots fired, and the ratio of hostiles-to-non-hostiles were significant predictors for the likelihood of inflicting an unintended casualty. This collected evidence should help improve scenario design for future training simulations that will help avoid these critical shooting errors.
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Affiliation(s)
- Adam T Biggs
- Naval Medical Research Unit Dayton, United States; Naval Special Warfare Command, United States.
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26
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Englert C, Dziuba A, Giboin LS, Wolff W. Elites Do Not Deplete - No Effect of Prior Mental Exertion on Subsequent Shooting Performance in Elite Shooters. Front Psychol 2021; 12:668108. [PMID: 34177728 PMCID: PMC8226326 DOI: 10.3389/fpsyg.2021.668108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/17/2021] [Indexed: 11/13/2022] Open
Abstract
In order to perform at the highest level, elite shooters have to remain focused during the whole course of a tournament, which regularly lasts multiple hours. Investing self-control over extended time periods is often associated with lower levels of perceived self-control strength (i.e., the subjective estimation of how much mental effort one is capable of investing in a given task) and impaired performance in several sports-related domains. However, previous findings on the effects of prior self-control efforts on shooting performance have been mixed, as elite shooters seem to be less affected by preceding self-control demanding tasks than sub-elite athletes. Therefore, the aim of the present study was to investigate the effects of self-control on shooting performance in elite shooters. Hence, we randomly assigned elite shooters to an experimental (n = 12) or a control condition (n = 11) and asked them to perform a series of 40 shots at baseline (T1) and again after a task which either did or did not require self-control (T2). Additionally, we continuously measured the shooters’ level of perceived self-control strength. We assumed that in elite athletes, shooting accuracy as well as the perceived level of self-control strength would not be significantly affected over time from T1 to T2 in both conditions. In line with our assumptions, Bayesian linear mixed effect models revealed that shooting performance remained relatively stable in both conditions over time and the conditions also did not differ significantly in their perceived levels of self-control strength. Contrary to resource-based theories of self-control, these results speak against the idea of a limited self-control resource as previous acts of self-control did not impair subsequent shooting performance in elite athletes.
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Affiliation(s)
- Chris Englert
- Department of Educational Psychology, Institute of Education, University of Bern, Bern, Switzerland
| | - Anna Dziuba
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Louis-Solal Giboin
- Department of Sport Sciences, Sensorimotor Performance Lab, Human Performance Research Centre, University of Konstanz, Konstanz, Germany
| | - Wanja Wolff
- Department of Educational Psychology, Institute of Education, University of Bern, Bern, Switzerland.,Sport Psychology, Department of Sport Sciences, University of Konstanz, Konstanz, Germany
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Bridges KE, Corballis PM, Spray M, Bagrie J. Testing failure-to-identify hunting incidents using an immersive simulation: Is it viable? APPLIED ERGONOMICS 2021; 93:103358. [PMID: 33485071 DOI: 10.1016/j.apergo.2021.103358] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 01/03/2021] [Accepted: 01/07/2021] [Indexed: 06/12/2023]
Abstract
INTRODUCTION Failure-to-identify hunting incidents occur when a hunter, believing they are shooting at an animal, shoots at another human. Anecdotal evidence from the hunting community suggests that heightened arousal or excitement ("buck fever"), liquid intake, food intake, sleepiness and personality factors may be contributory factors to such incidents. Hunters who have shot other people based on failures-to-identify also report observing their hunted quarry for a considerable time before discharging their firearm. Concerning the complexity of hunting, we sought to ascertain if simulation would prove an effective platform for future safety research into this phenomenon. METHOD We conducted a video-based simulation of a deer hunt during a hunting exhibition show. Participants (N = 60) took part in one of four conditions - two types of scenario (having a good versus bad hunt) and two types of video (clear opportunity to shoot a stag versus clear opportunity to shoot an animal that cannot be identified). We investigated hunting outcomes and physiological arousal during the simulation, as well as personality traits, and self-reports of food, liquid intake and sleepiness. We also measured estimated versus actual time elapsed. RESULTS Pupil dilation, consistent with psychophysiological arousal, occurred when the hunter spotted their first stag, whereas Electrodermal Activity reduced. In the 10 s before shooting, EDA increased substantially. Time also appeared to slow down based on the participants' estimations of duration. CONCLUSIONS The findings corroborate suggestions of physiological arousal in the immediate lead-up to shooting but fall short of direct evidence for "buck fever" contributing to target misidentification. The simulation appeared to provide enough immersion to facilitate future research. PRACTICAL APPLICATION This helps to understand the psychophysiological and temporal considerations of a hunter as they decide to shoot based on the information available to them at the time.
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Affiliation(s)
| | | | - M Spray
- Firearms Safety Specialists Ltd, New Zealand
| | - J Bagrie
- Air New Zealand Ltd, New Zealand
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Mental Fatigue and Sport-Specific Psychomotor Performance: A Systematic Review. Sports Med 2021; 51:1527-1548. [PMID: 33710524 DOI: 10.1007/s40279-021-01429-6] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Mental fatigue (MF) is a psychobiological state that impairs endurance performance in healthy athletes. Recently, multiple studies indicated that MF could also impair sport-specific psychomotor performance (SSPP). Nevertheless, a systematic overview detailing the effects of MF on SSPP is currently lacking. OBJECTIVE The objective of this study is to collate relevant literature and examine the effect of MF on SSPP. A secondary aim was to create an overview of the potential subjective and physiological factors underlying this MF effect. METHODS PubMed (MEDLINE), Web of Science, PsycINFO and SPORTDiscus were searched (5th of November 2020). Studies were eligible when study outcomes encompassed any form of SSPP skill in a sport-specific context, the intervention was targeted to induce MF, and the population included healthy individuals. The presence of a manipulation check, to indicate the successful induction of MF, was obligatory for inclusion. Secondary outcomes were all outcomes (either physiological or psychological) that could explain the underlying mechanisms of the effect of MF on SSPP. RESULTS In total, 21 papers were included. MF was successfully induced in all but two studies, which were excluded from further analysis. MF negatively impacts a myriad of SSPP outcomes, including decision-making, reaction time and accuracy outcomes. No changes in physiological outcomes, that could underlie the effect of MF, were reported. Subjectively, only ratings of perceived of exertion increased due to MF in some studies. CONCLUSIONS Overall, the selected papers indicated that MF negatively affects SSPP. Research that assesses brain function, while evaluating the effect of MF on SSPP is essential to create further insight.
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Coleman JL, Morelli F, McClelland J, Middleton KJ. Can target effects or discomfort ratings discriminate between small-arms weapon configurations? ERGONOMICS 2021; 64:305-314. [PMID: 33030997 DOI: 10.1080/00140139.2020.1834625] [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: 11/24/2019] [Accepted: 10/06/2020] [Indexed: 06/11/2023]
Abstract
Defence acquisitions use accuracy measures as a discriminating factor in weapon purchases, but assessments are generally completed in static, supported postures at static targets with few differences being seen between configurations. The aim of this study was to investigate whether an assessment requiring repositioning between shots could reveal differences. Participants shot at a static target under four conditions: an unweighted rifle and the addition of a mass fixed at three different positions. Accuracy and timing as well as discomfort measures were captured and compared. Hit percentage, consistency and timing varied over time, and timing increased with the addition of mass in two out of the three conditions. There was an increase in discomfort with the addition of mass further from the participant. The results showed that relying on accuracy and consistency measures alone to make acquisition decisions could have the consequence of purchasing equipment not fit for the human. Practitioner Summary: This research shows that relying on accuracy and consistency measures alone to make weapon-system acquisition decisions could have the consequence of purchasing equipment not fit for the user. Further research should focus on 'upstream' issues such as muscle fatigue and aim point stability in order to better understand human-weapon-system interactions.
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Affiliation(s)
- Jemma L Coleman
- Defence Science and Technology Group, Melbourne, Victoria, Australia
| | - Frank Morelli
- US Army Research Laboratory, Aberdeen Proving Ground, Aberdeen, MD, USA
| | - Jodie McClelland
- Sport and Exercise Science, La Trobe University, Melbourne, Victoria, Australia
| | - Kane J Middleton
- Sport and Exercise Science, La Trobe University, Melbourne, Victoria, Australia
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Biggs AT, Pettijohn KA, Gardony AL. When the response does not match the threat: The relationship between threat assessment and behavioural response in ambiguous lethal force decision-making. Q J Exp Psychol (Hove) 2021; 74:812-825. [PMID: 33427067 DOI: 10.1177/1747021820985819] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Deciding when to use lethal force inherently depends on assessing threat, a process that itself incorporates numerous perceptual factors. This study assessed this relationship between perception-based threat assessment and behaviour-based threat response. Specifically, participants completed multiple tasks designed to elicit either a threat rating (e.g., perception-informed threat assessment) or a binary behavioural response (e.g., shoot/don't-shoot). Actor posture and weapon presence significantly affected the threat assessment, which was an extremely powerful omnibus predictor of threat response. However, for ambiguous threat stimuli, perceived threat became a poor predictor for threat response relative to the omnibus test. Participants appeared to adopt additional rules to inform behaviour independent of the threat assessment when faced with an ambiguous situation. These results demonstrate an intriguing disparity between subjective threat assessment and the behavioural response to use force that does not apply well to ambiguous cases or adequately explain errors in lethal force decisions.
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Affiliation(s)
- Adam T Biggs
- Naval Medical Research Unit Dayton, Dayton, OH, USA.,Naval Special Warfare Command, Coronado, CA, USA
| | - Kyle A Pettijohn
- Naval Medical Research Unit Dayton, Dayton, OH, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Aaron L Gardony
- U.S. Army Combat Capabilities Development Command Soldier Center, Natick, MA, USA.,Center for Applied Brain and Cognitive Sciences, Tufts University, Medford, MA, USA
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Jacquet T, Poulin-Charronnat B, Bard P, Lepers R. Persistence of Mental Fatigue on Motor Control. Front Psychol 2021; 11:588253. [PMID: 33488457 PMCID: PMC7820710 DOI: 10.3389/fpsyg.2020.588253] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 11/30/2020] [Indexed: 12/13/2022] Open
Abstract
The effects of mental fatigue on both cognitive and physical performance are well described in the literature, but the recovery aspects of mental fatigue have been less investigated. The present study aimed to fill this gap by examining the persistence of mental fatigue on behavior and electrophysiological mechanisms. Fifteen participants performed an arm-pointing task consisting of reaching a target as fast as possible, before carrying out a 32-min cognitively demanding task [Time Load Dual Back (TLDB) task], and immediately, 10 and 20 min after completion of the TLDB task. During the experiment, electroencephalography was continuously recorded. The significant increase in mental fatigue feeling after the TLDB task was followed by a decrease during the 20 min of recovery without returning to premeasurement values. Brain oscillations recorded at rest during the recovery period showed an increase in both theta and alpha power over time, suggesting a persistence of mental fatigue. Arm-pointing movement duration increased gradually over time during the recovery period, indicating that behavioral performance remained impaired 20 min after the end of the cognitively demanding task. To conclude, subjective measurements indicated a partial recovery of mental fatigue following a cognitively demanding task, whereas electrophysiological and behavioral markers suggested that the effects of mental fatigue persisted for at least 20 min. While the subjective evaluation of mental fatigue is a very practical way to attest the presence of mental fatigue, electrophysiological and behavioral measures seem more relevant to evaluate the time course of mental fatigue effects.
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Affiliation(s)
- Thomas Jacquet
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Dijon, France
| | | | - Patrick Bard
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Dijon, France
| | - Romuald Lepers
- INSERM UMR 1093 CAPS, Université Bourgogne Franche-Comté, Dijon, France
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Ashworth ET, Cotter JD, Kilding AE. Impact of elevated core temperature on cognition in hot environments within a military context. Eur J Appl Physiol 2021; 121:1061-1071. [PMID: 33426575 PMCID: PMC7797274 DOI: 10.1007/s00421-020-04591-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 12/17/2020] [Indexed: 01/31/2023]
Abstract
PURPOSE Cognition can be impaired during exercise in the heat, potentially contributing to military casualties. To our knowledge, the independent role of elevated core temperature during exercise has not been determined. The aim of the current study was to evaluate effects of elevated core temperature on cognition during physically encumbering, heated exercise, and to determine whether the perceptual cooling effects of menthol preserves cognition. METHODS Eight participants complete three trials in randomised order: one normothermic (CON) and two with elevated (38.5°C) core temperature, induced by prior immersion in neutral versus hot water The CON trial and one hot trial (HOT) used a water mouth-rinse following each cognitive task of the trial, (HOT) while the other used a menthol mouth-rinse (MENT). Participants walked in humid heat (33°C, 75% relative humidity) in military clothing, completing a cognitive battery of reaction time, perceptual processing, working memory, executive function, cognitive flexibility, vigilance, and declarative memory. RESULTS No differences in cognitive performance were observed between any conditions. Near-infrared spectroscopy showed greater oxygenated haemoglobin tissue content in HOT and MENT compared to CON (ΔO2Hb-deO2Hb: 2.3 ± 4.5 µM, p < .024), and lower deoxygenated haemoglobin in MENT than in CON or HOT (p = .017), suggesting higher brain metabolism during the more stressful conditions. CONCLUSION Moderately elevated core (38.5°C) and skin temperature does not appear to impair cognitive performance during exercise despite mildly elevated cerebral metabolism. The effects of menthol remain undetermined due to the lack of heat-mediated cognitive impairment.
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Affiliation(s)
- Edward Tom Ashworth
- Sports Performance Research Institute New Zealand (SPRINZ), Auckland University of Technology, 17 Antares Place, Rosedale, Auckland, 0632, New Zealand.
| | - James David Cotter
- School of Physical Education, Sport and Exercise Sciences, University of Otago, 55/47 Union Street W, North Dunedin, Dunedin, 9016, New Zealand
| | - Andrew Edward Kilding
- Sports Performance Research Institute New Zealand (SPRINZ), Auckland University of Technology, 17 Antares Place, Rosedale, Auckland, 0632, New Zealand
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Jacquet T, Lepers R, Poulin-Charronnat B, Bard P, Pfister P, Pageaux B. Mental fatigue induced by prolonged motor imagery increases perception of effort and the activity of motor areas. Neuropsychologia 2020; 150:107701. [PMID: 33276035 DOI: 10.1016/j.neuropsychologia.2020.107701] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 11/04/2020] [Accepted: 11/29/2020] [Indexed: 01/26/2023]
Abstract
Recent literature suggests that when prolonged, motor imagery (MI) induces mental fatigue and negatively impacts subsequent physical exercise. The aim of this study was to confirm this possibility with neurophysiological and self-reported measures. Thirteen participants performed 200 imagined isometric knee extension contractions (Prolonged MI condition) or watched a documentary (Control condition), and then performed 150 actual isometric knee extensions. Electroencephalography was continuously recorded to obtain motor-related cortical potential amplitude at Cz electrode (MRCP, index of motor area activity) for each imagined and actual contraction. Electromyography of the vastus lateralis muscle as well as the perceived effort required to perform prolonged MI, watch the documentary, and perform the actual contractions were measured. During prolonged MI, mental fatigue level, the effort required to imagine the contractions and MRCP amplitude increased over time. The increase in the effort required to imagine the contractions was significantly correlated with the MRCP amplitude. During the physical exercise, a significant condition × time interaction revealed a greater increase over time in perceived effort in the prolonged MI condition compared to the control condition, as well as a specific alteration in EMG RMS of the vastus lateralis muscle. These alterations observed in the presence of mental fatigue during actual contractions, combined with those observed during prolonged MI, suggest that prolonged MI may impair the motor command required to perform imagined or actual contractions. While the observed effect of mental fatigue on MRCP amplitude was clear during MI, future studies should tailor the physical exercise to minimize the exercise-induced decrease in force production capacity and control for its confounding effects on MRCP amplitude in the presence of mental fatigue.
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Affiliation(s)
- Thomas Jacquet
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Dijon, 21000, France.
| | - Romuald Lepers
- INSERM UMR1093-CAPS, Université Bourgogne Franche-Comté, UFR des Sciences Du Sport, Dijon, F-21000, France
| | | | - Patrick Bard
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Dijon, 21000, France
| | - Philippe Pfister
- LEAD - CNRS UMR5022, Université Bourgogne Franche-Comté, Dijon, 21000, France
| | - Benjamin Pageaux
- INSERM UMR1093-CAPS, Université Bourgogne Franche-Comté, UFR des Sciences Du Sport, Dijon, F-21000, France; Ecole de Kinésiologie et des Sciences de l'Activité Physique (EKSAP), Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada; Centre de Recherche de L'Institut Universitaire de Gériatrie de Montréal (CRIUGM), Montréal, Québec, Canada
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Rocha K, Marinho V, Magalhães F, Carvalho V, Fernandes T, Ayres M, Crespo E, Velasques B, Ribeiro P, Cagy M, Bastos VH, Gupta DS, Teixeira S. Unskilled shooters improve both accuracy and grouping shot having as reference skilled shooters cortical area: An EEG and tDCS study. Physiol Behav 2020; 224:113036. [PMID: 32598941 DOI: 10.1016/j.physbeh.2020.113036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 06/24/2020] [Accepted: 06/25/2020] [Indexed: 12/18/2022]
Abstract
Transcranial direct current stimulation (tDCS) has been used as a non-invasive method for enhanced motor and cognitive abilities. However, no previous study has investigated if the tDCS application in unskilled shooters on cortical sites, selected based on the cortical activity of skilled shooters, improves the accuracy and shot grouping. Sixty participants were selected, which included 10 skilled shooters and 50 unskilled shooters. After we identified the right dorsolateral prefrontal cortex (DLPFC) as the area with the highest activity in skilled shooters, we applied anodal tDCS over the right DLPFC in the unskilled shooters under two conditions: sham-tDCS (placebo) and real-tDCS (anodal tDCS). We also analyzed electroencephalography. Our results indicated that anodal tDCS application enhanced the shot accuracy (p = 0.001). Furthermore, the beta power in the EEG recording was higher in the left DLPFC, left and right parietal cortex (p = 0,001) after applying anodal tDCS, while the low-gamma power was higher in the right DLPFC in sham-tDCS (p = 0.001) and right parietal cortex after anodal-tDCS (p = 0.001). Our findings indicate that anodal tDCS can improve accuracy and shot grouping when applied over the unskilled shooters' right DLPFC. Furthermore, beta and low-gamma bands are influenced by anodal tDCS over the right DLPFC, which may be predictive of skill improvement.
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Affiliation(s)
- Kaline Rocha
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil; The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil.
| | - Victor Marinho
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil; The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Francisco Magalhães
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil; The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Valécia Carvalho
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil; The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Thayaná Fernandes
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil
| | - Marcos Ayres
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil; The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Eric Crespo
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil
| | - Bruna Velasques
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Pedro Ribeiro
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mauricio Cagy
- Biomedical Engineering Program, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Victor Hugo Bastos
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil; Brain Mapping and Functionality Laboratory, Federal University of Delta do Parnaíba, Parnaíba, Brazil
| | - Daya S Gupta
- Department of Biology, Camden County College, Blackwood, NJ, United States
| | - Silmar Teixeira
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta of Parnaíba, Parnaíba, Brazil; The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
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Head J, Tenan MS, Tweedell AJ, Wilson KM, Helton WS. Response Complexity Reduces Errors on a Response Inhibition Task. HUMAN FACTORS 2020; 62:787-799. [PMID: 31237776 DOI: 10.1177/0018720819852801] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVE The purpose of this investigation was to elucidate the role of button-response complexity to targets in a response inhibition task. BACKGROUND Response inhibition is the ability to correctly inhibit an overt response to a target. The U.S. military is actively pursuing development of armed, combat robots as a force multiplier, which may present challenges to operators of combat robots in the form of response inhibition errors. METHOD A total of 15 participants completed two 51-min versions of a modified sustained attention to response task (SART). Participants were outfitted with an electrocardiogram to index heart-rate variability and completed the NASA-Task Load Index (NASA-TLX) to index workload. RESULTS The results demonstrated that the complex SART reduced errors of commission (4%) and slowed response times (874 ms) to correct Go targets relative to the simple SART (14%, 739 ms). The NASA-TLX did not show differences between the modified SARTs; however, heart-rate variability did demonstrate that Soldiers had an increased autonomic stress response to the complex SART. CONCLUSION Increasing the behavioral response requirement during a response inhibition task can decrease errors of commission; however, it comes at the cost of slower response times to target stimuli. Heart-rate variability may provide better insight into objective workload relative to subjective measures. APPLICATION The use of complex behavioral responses may provide a viable option to reduce potential "friendly fire" or collateral damage by Soldiers remotely engaging a target-rich environment.
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Affiliation(s)
- James Head
- 207132 U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA
| | - Matthew S Tenan
- 207132 U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland, USA
| | | | - Kyle M Wilson
- Seeing Machines, Canberra, Australian Capital Territory, Australia
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Rao HM, Smalt CJ, Rodriguez A, Wright HM, Mehta DD, Brattain LJ, Edwards HM, Lammert A, Heaton KJ, Quatieri TF. Predicting Cognitive Load and Operational Performance in a Simulated Marksmanship Task. Front Hum Neurosci 2020; 14:222. [PMID: 32719593 PMCID: PMC7350508 DOI: 10.3389/fnhum.2020.00222] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 05/18/2020] [Indexed: 11/26/2022] Open
Abstract
Modern operational environments can place significant demands on a service member's cognitive resources, increasing the risk of errors or mishaps due to overburden. The ability to monitor cognitive burden and associated performance within operational environments is critical to improving mission readiness. As a key step toward a field-ready system, we developed a simulated marksmanship scenario with an embedded working memory task in an immersive virtual reality environment. As participants performed the marksmanship task, they were instructed to remember numbered targets and recall the sequence of those targets at the end of the trial. Low and high cognitive load conditions were defined as the recall of three- and six-digit strings, respectively. Physiological and behavioral signals recorded included speech, heart rate, breathing rate, and body movement. These features were input into a random forest classifier that significantly discriminated between the low- and high-cognitive load conditions (AUC = 0.94). Behavioral features of gait were the most informative, followed by features of speech. We also showed the capability to predict performance on the digit recall (AUC = 0.71) and marksmanship (AUC = 0.58) tasks. The experimental framework can be leveraged in future studies to quantify the interaction of other types of stressors and their impact on operational cognitive and physical performance.
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Affiliation(s)
- Hrishikesh M Rao
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Christopher J Smalt
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Aaron Rodriguez
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Hannah M Wright
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Daryush D Mehta
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Laura J Brattain
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Harvey M Edwards
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
| | - Adam Lammert
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, United States
| | - Kristin J Heaton
- Military Performance Division, U.S. Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - Thomas F Quatieri
- Human Health and Performance Systems Group, MIT Lincoln Laboratory, Lexington, MA, United States
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Munnik A, Näswall K, Woodward G, Helton WS. The quick and the dead: A paradigm for studying friendly fire. APPLIED ERGONOMICS 2020; 84:103032. [PMID: 31987515 DOI: 10.1016/j.apergo.2019.103032] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 11/23/2019] [Accepted: 12/11/2019] [Indexed: 06/10/2023]
Abstract
The Sustained Attention to Response Task (SART) is a computer based Go-No-Go response task. Participants respond to frequently occurring neutral stimuli and withhold responses to rare target stimuli. Researchers have suggested the inhibition demands of the SART may mirror those which occur in some firearm accidents. Participants in the present experiment used a simulated nonlethal weapon to subdue threats (images of people holding guns) on large screens. Participants completed a target rich task (high Go low No-Go, like a SART), a target sparse task (low Go/high No-Go), a verbal recall task, and dual versions of the target rich and target sparse tasks with the verbal recall task as the secondary task. Results provided further evidence that some accidental shootings may result from failures of response inhibition and that additional cognitive load is detrimental to overall performance. Future studies should explore the role of response inhibition in realistic firearm scenarios.
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Martin K, Périard J, Rattray B, Pyne DB. Physiological Factors Which Influence Cognitive Performance in Military Personnel. HUMAN FACTORS 2020; 62:93-123. [PMID: 31009241 DOI: 10.1177/0018720819841757] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVE To identify and detail physiological factors that influence cognition in military personnel. BACKGROUND Maintenance of cognitive and task performance is important under several scenarios, none more so than in a military context. Personnel are prepared for and trained to tolerate many of the stressors they encounter; however, consideration of stressors typically extends only as far as the physical, psychological, and environmental requirements of a given task. While considering these factors certainly characterizes the broader picture, several physiological states and traits can influence cognition and thus, should also be considered. METHOD A systematic review of the electronic databases Medline (PubMed), EMBASE (Scopus), PsycINFO, and Web of Science was conducted from inception up to January 2019. Eligibility criteria included current military personnel, an outcome of cognition, and the assessment of a physiological factor. RESULTS The search returned 60,564 records, of which 60 were included in the review. Eleven studies examined the impact of demographic factors on cognition, 16 examined fatigue, 10 investigated nutrition, and 24 the impact of biological factors on cognitive performance. CONCLUSION Factors identified as having a positive impact on cognition include aerobic fitness, nutritional supplementation, and visual acuity. In contrast, factors identified as having a negative impact include fatigue arising from sustained operations, dehydration, undernutrition, and an exaggerated physiological stress response to a cognitive task or a stressor. A further subset of these factors was considered modifiable. APPLICATION The modifiable factors identified provide avenues for training and preparation to enhance cognition in ways previously unconsidered.
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Affiliation(s)
- Kristy Martin
- 2234 University of Canberra, Australian Capital Territory, Australia
| | - Julien Périard
- 2234 University of Canberra, Australian Capital Territory, Australia
| | - Ben Rattray
- 2234 University of Canberra, Australian Capital Territory, Australia
| | - David B Pyne
- 2234 University of Canberra, Australian Capital Territory, Australia
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Brown DMY, Graham JD, Innes KI, Harris S, Flemington A, Bray SR. Effects of Prior Cognitive Exertion on Physical Performance: A Systematic Review and Meta-analysis. Sports Med 2019; 50:497-529. [DOI: 10.1007/s40279-019-01204-8] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Marcolin G, Camazzola N, Panizzolo FA, Grigoletto D, Paoli A. Different intensities of basketball drills affect jump shot accuracy of expert and junior players. PeerJ 2018; 6:e4250. [PMID: 29472992 PMCID: PMC5816583 DOI: 10.7717/peerj.4250] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 12/19/2017] [Indexed: 11/23/2022] Open
Abstract
Background In basketball a maximum accuracy at every game intensity is required while shooting. The aim of the present study was to investigate the acute effect of three different drill intensity simulation protocols on jump shot accuracy in expert and junior basketball players. Materials & Methods Eleven expert players (age 26 ± 6 yrs, weight 86 ± 11 kg, height 192 ± 8 cm) and ten junior players (age 18 ± 1 yrs, weight 75 ± 12 kg, height 184 ± 9 cm) completed three series of twenty jump shots at three different levels of exertion. Counter Movement Jump (CMJ) height was also measured after each series of jump shots. Exertion’s intensity was induced manipulating the basketball drills. Heart rate was measured for the whole duration of the tests while the rating of perceived exertion (RPE) was collected at the end of each series of shots. Results Heart rate and rating of perceived exertion (RPE) were statistically different in the three conditions for both expert and junior players. CMJ height remained almost unchanged in both groups. Jump shot accuracy decreased with increasing drills intensity both in experts and junior players. Expert players showed higher accuracy than junior players for all the three levels of exertion (83% vs 64%, p < 0.001; 75% vs 57%, p < 0.05; 76% vs 60%, p < 0.01). Moreover, for the most demanding level of exertion, experts showed a higher accuracy in the last ten shots compared to the first ten shots (82% vs 70%, p < 0.05). Discussion Experts coped better with the different exertion’s intensities, thus maintaining a higher level of performance. The introduction of technical short bouts of high-intensity sport-specific exercises into skill sessions should be proposed to improve jump shot accuracy during matches.
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Affiliation(s)
- Giuseppe Marcolin
- Department of Biomedical Sciences, University of Padova, Padova, Italy
| | - Nicola Camazzola
- School of Human Movement Sciences, University of Padova, Padova, Italy
| | - Fausto Antonio Panizzolo
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, United States of America
| | - Davide Grigoletto
- Department of Biomedical Sciences, University of Padova, Padova, Italy
| | - Antonio Paoli
- Department of Biomedical Sciences, University of Padova, Padova, Italy
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The effects of mental fatigue on sport-related performance. PROGRESS IN BRAIN RESEARCH 2018; 240:291-315. [DOI: 10.1016/bs.pbr.2018.10.004] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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