Human FactorsPub Date : 2024-10-01Epub Date: 2023-11-28DOI: 10.1177/00187208231214216
Christopher A J Vine, Oliver R Runswick, Sam D Blacker, Sarah L Coakley, Andrew G Siddall, Stephen D Myers
{"title":"Cognitive, Psychophysiological, and Perceptual Responses to a Repeated Military-Specific Load Carriage Treadmill Simulation.","authors":"Christopher A J Vine, Oliver R Runswick, Sam D Blacker, Sarah L Coakley, Andrew G Siddall, Stephen D Myers","doi":"10.1177/00187208231214216","DOIUrl":"10.1177/00187208231214216","url":null,"abstract":"<p><strong>Background: </strong>Dismounted military operations require soldiers to complete cognitive tasks whilst undertaking demanding and repeated physical taskings.</p><p><strong>Objective: </strong>To assess the effects of repeated fast load carriage bouts on cognitive performance, perceptual responses, and psychophysiological markers.</p><p><strong>Methods: </strong>Twelve civilian males (age, 28 ± 8 y; stature, 186 ± 6 cm; body mass 84.3 ± 11.1 kg; V̇O<sub>2max</sub>, 51.5 ± 6.4 mL·kg<sup>-1</sup>·min<sup>-1</sup>) completed three ∼65-min bouts of a Fast Load Carriage Protocol (FLCP), each interspersed with a 65-min recovery period, carrying a representative combat load of 25 kg. During each FLCP, cognitive function was assessed using a Shoot/Don't-Shoot Task (SDST) and a Military-Specific Auditory N-Back Task (MSANT), along with subjective ratings. Additional psychophysiological markers (heart rate variability, salivary cortisol, and dehydroepiandrosterone-sulfate concentrations) were also measured.</p><p><strong>Results: </strong>A main effect of bout on MSANT combined score metric (<i>p</i> < .001, Kendall's W = 69.084) and for time on the accuracy-speed trade-off parameter of the SDST (<i>p</i> = .025, Ѡ<sup>2</sup> = .024) was evident. These likely changes in cognitive performance were coupled with subjective data indicating that participants perceived that they increased their mental effort to maintain cognitive performance (bout: <i>p</i> < .001, Ѡ<sup>2</sup> = .045; time: <i>p</i> < .001, Ѡ<sup>2</sup> = .232). Changes in HRV and salivary markers were also evident, likely tracking increased stress.</p><p><strong>Conclusion: </strong>Despite the increase in physiological and psychological stress, cognitive performance was largely maintained; purportedly a result of increased mental effort.</p><p><strong>Application: </strong>Given the likely increase in dual-task interference in the field environment compared with the laboratory, military commanders should seek approaches to manage cognitive load where possible, to maintain soldier performance.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2379-2392"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11382434/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138453221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-10-01Epub Date: 2023-11-14DOI: 10.1177/00187208231210145
Ryan Kenny, Baruch Fischhoff, Alex Davis, Casey Canfield
{"title":"Improving Social Bot Detection Through Aid and Training.","authors":"Ryan Kenny, Baruch Fischhoff, Alex Davis, Casey Canfield","doi":"10.1177/00187208231210145","DOIUrl":"10.1177/00187208231210145","url":null,"abstract":"<p><strong>Objective: </strong>We test the effects of three aids on individuals' ability to detect social bots among Twitter personas: a bot indicator score, a training video, and a warning.</p><p><strong>Background: </strong>Detecting social bots can prevent online deception. We use a simulated social media task to evaluate three aids.</p><p><strong>Method: </strong>Lay participants judged whether each of 60 Twitter personas was a human or social bot in a simulated online environment, using agreement between three machine learning algorithms to estimate the probability of each persona being a bot. Experiment 1 compared a control group and two intervention groups, one provided a bot indicator score for each tweet; the other provided a warning about social bots. Experiment 2 compared a control group and two intervention groups, one receiving the bot indicator scores and the other a training video, focused on heuristics for identifying social bots.</p><p><strong>Results: </strong>The bot indicator score intervention improved predictive performance and reduced overconfidence in both experiments. The training video was also effective, although somewhat less so. The warning had no effect. Participants rarely reported willingness to share content for a persona that they labeled as a bot, even when they agreed with it.</p><p><strong>Conclusions: </strong>Informative interventions improved social bot detection; warning alone did not.</p><p><strong>Application: </strong>We offer an experimental testbed and methodology that can be used to evaluate and refine interventions designed to reduce vulnerability to social bots. We show the value of two interventions that could be applied in many settings.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2323-2344"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11382440/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"107592962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-10-01Epub Date: 2023-11-30DOI: 10.1177/00187208231209137
Brandon S Thompson, Kichol Lee, John G Casali, Kara M Cave
{"title":"Development and Human Factors Evaluation of a Portable Auditory Localization Training System.","authors":"Brandon S Thompson, Kichol Lee, John G Casali, Kara M Cave","doi":"10.1177/00187208231209137","DOIUrl":"10.1177/00187208231209137","url":null,"abstract":"<p><strong>Objective: </strong>To design and develop a Portable Auditory Localization Acclimation Training (PALAT) system capable of producing psychoacoustically accurate localization cues; evaluate the training effect against a proven full-scale, laboratory-grade system under three listening conditions; and determine if the PALAT system is sensitive to differences among electronic level-dependent hearing protection devices (HPDs).</p><p><strong>Background: </strong>In-laboratory auditory localization training has demonstrated the ability to improve localization performance with the open (natural) ear, that is, unoccluded, and while wearing HPDs. The military requires a portable system capable of imparting similar training benefits as those demonstrated in laboratory experiments.</p><p><strong>Method: </strong>In a full-factorial repeated measures design experiment, 12 audiometrically normal participants completed localization training and testing using an identical, optimized training protocol on two training systems under three listening conditions (open ear, TEP-100, and ComTac™ III). Statistical tests were performed on mean absolute accuracy score and front-back reversal errors.</p><p><strong>Results: </strong>No statistical difference existed between the PALAT and laboratory-grade DRILCOM systems on two dependent localization accuracy measurements at all stages of training. In addition, the PALAT system detected the same localization performance differences among the three listening conditions.</p><p><strong>Conclusion: </strong>The PALAT system imparted similar training benefits as the DRILCOM system and was sensitive to HPD localization performance differences.</p><p><strong>Application: </strong>The user-operable PALAT system and optimized training protocol can be employed by the military, law enforcement, and various industries, to improve auditory localization performance in conditions where auditory situation awareness is critical to safety.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2393-2408"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138464685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Changes in Neck and Shoulder Muscles Fatigue Threshold When Using a Passive Head/Neck Supporting Exoskeleton During Repetitive Overhead Tasks.","authors":"Ehsan Garosi, Zeinab Kazemi, Adel Mazloumi, Ahmadreza Keihani","doi":"10.1177/00187208231213728","DOIUrl":"10.1177/00187208231213728","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to investigate the effects of a head/neck supporting exoskeleton (HNSE) on the electromyographic fatigue threshold (EMG<sub>FT</sub>) of the neck and shoulder muscles during a simulated overhead work task.</p><p><strong>Background: </strong>Overhead work is a well-known risk factor for neck and shoulder musculoskeletal disorders due to the excessive strain imposed on the muscles and joints in these regions.</p><p><strong>Method: </strong>Fourteen healthy males performed a repetitive overhead nut fastening/unfastening task to exhaustion while wearing and not wearing the HNSE at two neck extension angles (40% and 80% of neck maximum range of motion). Electromyographic signals were continuously recorded from the right and left sternocleidomastoid (SCMR, SCML), splenius capitis (SCR, SCL), upper trapezius (UTR, UTL), and anterior deltoid (ADR, ADL) muscles. The normalized electromyographic amplitude (nEMG) data was time normalized, and a bisegmental linear regression was applied to determine the muscle fatigue break point.</p><p><strong>Results: </strong>The results showed a significant increase in fatigue threshold time in the SCMR (<i>p</i> < .001), SCML (<i>p</i> = .002), and UTR (<i>p</i> = .037) muscles when the HNSE was used. However, the EMG<sub>FT</sub> times for the right and left deltoid and left trapezius muscles showed a nonsignificant reduction due to the head/neck support exoskeleton use. In addition, the neck extension angle did not reveal a significant effect on muscles' EMG<sub>FT</sub> time.</p><p><strong>Conclusion: </strong>Overall, the findings confirmed a significant delay in fatigue onset in sternocleidomastoid muscles, as measured by the electromyographic fatigue threshold. This finding suggests that the HNSE can be an effective ergonomic intervention for reducing the risk of musculoskeletal disorders in overhead workers. However, further studies are needed to investigate the effect of the HNSE at other neck extension angles and more realistic tasks to ensure the generalizability of our results.</p><p><strong>Application: </strong>The present findings emphasize the application of the fatigue onset time to evaluate the effectiveness of ergonomic interventions, including exoskeletons, which can subsequently be utilized to alleviate postural demands and reduce the risk of musculoskeletal disorders.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2269-2282"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89720901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-10-01Epub Date: 2023-11-08DOI: 10.1177/00187208231210644
Savana L King, Ellen C Szubski, Richard A Tyrrell
{"title":"Road Users Fail to Appreciate the Special Optical Properties of Retroreflective Materials.","authors":"Savana L King, Ellen C Szubski, Richard A Tyrrell","doi":"10.1177/00187208231210644","DOIUrl":"10.1177/00187208231210644","url":null,"abstract":"<p><strong>Objective: </strong>To determine whether typical road users appreciate the special optical properties of retroreflective materials.</p><p><strong>Background: </strong>Retroreflective surfaces reflect light back towards the source of the illumination. All drivers benefit from retroreflective materials, as they are required on road signs, on large trailers, in lane delineation, and other traffic control devices. Retroreflective markings can also greatly enhance the conspicuity of pedestrians at night, but pedestrians typically underuse retroreflective markings. One possible reason is that pedestrians may not appreciate the special optical properties of retroreflective materials.</p><p><strong>Method: </strong>Two experiments tested whether observers could correctly predict that retroreflective materials appear remarkably bright when illuminated by a source that is aligned with the observers' eyes. Observers used a magnitude estimation procedure to predict how bright retroreflective and non-retroreflective stimuli would appear during a demonstration designed to highlight retroreflectivity. They then judged the brightness again during the demonstration.</p><p><strong>Results: </strong>In general, observers underestimated how bright retroreflective stimuli would be and overestimated how bright diffuse reflective and fluorescent stimuli would be. The underestimates for retroreflective stimuli were particularly striking when the observers had not closely examined the stimuli in advance.</p><p><strong>Conclusion: </strong>The fact that road users do not appreciate retroreflectivity may help explain why pedestrians underuse retroreflective markings at night.</p><p><strong>Application: </strong>Educational interventions could prove useful in this domain.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2409-2427"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71523530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-10-01Epub Date: 2023-11-13DOI: 10.1177/00187208231209151
Amanda E Harwood, Kelly Satterfield, William S Helton, Patrick E McKnight, Tyler H Shaw
{"title":"The Role of State and Trait Self-Control on the Sustained Attention to Response Task.","authors":"Amanda E Harwood, Kelly Satterfield, William S Helton, Patrick E McKnight, Tyler H Shaw","doi":"10.1177/00187208231209151","DOIUrl":"10.1177/00187208231209151","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to assess the plausibility of self-control depletion, or ego-depletion, as the underlying cognitive resource responsible for performance decrements on the sustained attention to response task.</p><p><strong>Background: </strong>Researchers suggested that self-control is a limited cognitive resource used to complete a myriad of processes, including sustained attention. Past research showed that <i>trait</i> self-control affects some sustained attention tasks. However, little research has investigated the effect of self-control as a <i>limited cognitive resource that varies over time</i> (i.e., as a state-dependent variable).</p><p><strong>Methods: </strong>This experiment investigated the effect of self-control (trait and state) on a sustained motor-inhibition task (e.g., sustained attention to response task; SART). State self-control was manipulated using a between-subjects design-participants in the experimental condition completed a task designed to deplete state self-control prior to performing the SART while the control condition completed a modified version that did not deplete self-control.</p><p><strong>Results: </strong>Trait self-control predicted performance on the SART, but the depletion task (state self-control) had no detectable effect.</p><p><strong>Conclusion: </strong>Given the evidence, it is unlikely that state self-control plays a causal role in performance decrements in the SART, but there appears to be some association between performance on the SART and trait self-control.</p><p><strong>Application: </strong>Trait self-control ought to be considered in future work for personnel selection in real-world tasks that the SART models such as long-distance driving, air traffic control, and TSA operations.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2366-2378"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92157479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Vehicle Simulation Study Examining the Effects of System Interface Design Elements on Performance in Different Vibration Environments Below 3 Hz.","authors":"Xing Tang, Suihuai Yu, Birsen Donmez, Jianjie Chu, Hao Fan, Feilong Li, Gang Jiang","doi":"10.1177/00187208231213470","DOIUrl":"10.1177/00187208231213470","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to explore the relationship between system interface elements' design features and interaction performance in simulated vehicle vibration environments.</p><p><strong>Background: </strong>Touch screens have been widely used in vehicle information systems, but few studies have focused on the decline of touchscreen interaction performance and task load increase when driving on unpaved roads.</p><p><strong>Method: </strong>The interaction performance (reaction time and task accuracy rate) with vibration frequencies below 3 Hz (1.5, 2.0, and 2.5 Hz) and different interface design elements was investigated employing a touch screen computer and E-prime software.</p><p><strong>Results: </strong>The results indicate that vehicle vibration (below 3 Hz) can significantly reduce interaction performance with a vehicle information system interface.</p><p><strong>Conclusion: </strong>An appropriate increase in the physical size of the interface design features (visual stimulus materials and touch buttons) can help to mitigate this negative effect of vibration.</p><p><strong>Application: </strong>The results and findings of this study can be utilized for the design of information system interfaces as it relates to the vibration scenario of unpaved roads.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2345-2365"},"PeriodicalIF":2.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136400550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-09-01Epub Date: 2023-07-27DOI: 10.1177/00187208231189658
Francesco N Biondi, Amy S McDonnell, Mobina Mahmoodzadeh, Noor Jajo, Balakumar Balasingam, David L Strayer
{"title":"Vigilance Decrement During On-Road Partially Automated Driving Across Four Systems.","authors":"Francesco N Biondi, Amy S McDonnell, Mobina Mahmoodzadeh, Noor Jajo, Balakumar Balasingam, David L Strayer","doi":"10.1177/00187208231189658","DOIUrl":"10.1177/00187208231189658","url":null,"abstract":"<p><strong>Objective: </strong>This study uses a detection task to measure changes in driver vigilance when operating four different partially automated systems.</p><p><strong>Background: </strong>Research show temporal declines in detection task performance during manual and fully automated driving, but the accuracy of using this approach for measuring changes in driver vigilance during on-road partially automated driving is yet unproven.</p><p><strong>Method: </strong>Participants drove four different vehicles (Tesla Model 3, Cadillac CT6, Volvo XC90, and Nissan Rogue) equipped with level-2 systems in manual and partially automated modes. Response times to a detection task were recorded over eight consecutive time periods.</p><p><strong>Results: </strong>Bayesian analysis revealed a main effect of time period and an interaction between mode and time period. A main effect of vehicle and a time period x vehicle interaction were also found.</p><p><strong>Conclusion: </strong>Results indicated that the reduction in detection task performance over time was worse during partially automated driving. Vehicle-specific analysis also revealed that detection task performance changed across vehicles, with slowest response time found for the Volvo.</p><p><strong>Application: </strong>The greater decline in detection performance found in automated mode suggests that operating level-2 systems incurred in a greater vigilance decrement, a phenomenon that is of interest for Human Factors practitioners and regulators. We also argue that the observed vehicle-related differences are attributable to the unique design of their in-vehicle interfaces.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2179-2190"},"PeriodicalIF":2.9,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11344368/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10235149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-09-01Epub Date: 2023-11-13DOI: 10.1177/00187208231206073
Francesco N Biondi, William J Horrey, Birsen Donmez
{"title":"Preface to the Special Issue on Assessment and Effectiveness of Driver Monitoring Systems.","authors":"Francesco N Biondi, William J Horrey, Birsen Donmez","doi":"10.1177/00187208231206073","DOIUrl":"10.1177/00187208231206073","url":null,"abstract":"<p><p>With vehicle automation becoming more commonplace, the role of the human driver is shifting from that of system operator to that of system supervisor. With this shift comes the risk of drivers becoming more disengaged from the task of supervising the system functioning, thus increasing the need for technology to keep drivers alert. This special issue includes the most up-to-date research on how drivers use vehicle automation, and the safety risks it may pose. It also investigates the accuracy that driver monitoring systems have in detecting conditions like driver distraction and drowsiness, and explores ways future drivers may respond to the broader introduction of this technology on passenger vehicles.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2161-2165"},"PeriodicalIF":2.9,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11344367/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89720902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Human FactorsPub Date : 2024-09-01Epub Date: 2023-06-26DOI: 10.1177/00187208231185705
Jaume Perello-March, Christopher G Burns, Roger Woodman, Stewart Birrell, Mark T Elliott
{"title":"How Do Drivers Perceive Risks During Automated Driving Scenarios? An fNIRS Neuroimaging Study.","authors":"Jaume Perello-March, Christopher G Burns, Roger Woodman, Stewart Birrell, Mark T Elliott","doi":"10.1177/00187208231185705","DOIUrl":"10.1177/00187208231185705","url":null,"abstract":"<p><strong>Objective: </strong>Using brain haemodynamic responses to measure perceived risk from traffic complexity during automated driving.</p><p><strong>Background: </strong>Although well-established during manual driving, the effects of driver risk perception during automated driving remain unknown. The use of fNIRS in this paper for assessing drivers' states posits it could become a novel method for measuring risk perception.</p><p><strong>Methods: </strong>Twenty-three volunteers participated in an empirical driving simulator experiment with automated driving capability. Driving conditions involved suburban and urban scenarios with varying levels of traffic complexity, culminating in an unexpected hazardous event. Perceived risk was measured via fNIRS within the prefrontal cortical haemoglobin oxygenation and from self-reports.</p><p><strong>Results: </strong>Prefrontal cortical haemoglobin oxygenation levels significantly increased, following self-reported perceived risk and traffic complexity, particularly during the hazardous scenario.</p><p><strong>Conclusion: </strong>This paper has demonstrated that fNIRS is a valuable research tool for measuring variations in perceived risk from traffic complexity during highly automated driving. Even though the responsibility over the driving task is delegated to the automated system and dispositional trust is high, drivers perceive moderate risk when traffic complexity builds up gradually, reflected in a corresponding significant increase in blood oxygenation levels, with both subjective (self-reports) and objective (fNIRS) increasing further during the hazardous scenario.</p><p><strong>Application: </strong>Little is known regarding the effects of drivers' risk perception with automated driving. Building upon our experimental findings, future work can use fNIRS to investigate the mental processes for risk assessment and the effects of perceived risk on driving behaviours to promote the safe adoption of automated driving technology.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":" ","pages":"2244-2263"},"PeriodicalIF":2.9,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11344369/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9677120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}