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Goodridge CM, Gonçalves RC, Arabian A, Horrobin A, Solernou A, Lee YT, Lee YM, Madigan R, Merat N. Gaze entropy metrics for mental workload estimation are heterogenous during hands-off level 2 automation. Accid Anal Prev 2024; 202:107560. [PMID: 38677239 DOI: 10.1016/j.aap.2024.107560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/28/2024] [Accepted: 03/23/2024] [Indexed: 04/29/2024]
Abstract
As the level of vehicle automation increases, drivers are more likely to engage in non-driving related tasks which take their hands, eyes, and/or mind away from the driving task. Consequently, there has been increased interest in creating Driver Monitoring Systems (DMS) that are valid and reliable for detecting elements of driver state. Workload is one element of driver state that has remained elusive within the literature. Whilst there has been promising work in estimating mental workload using gaze-based metrics, the literature has placed too much emphasis on point estimate differences. Whilst these are useful for establishing whether effects exist, they ignore the inherent variability within individuals and between different drivers. The current work builds on this by using a Bayesian distributional modelling approach to quantify the within and between participants variability in Information Theoretical gaze metrics. Drivers (N = 38) undertook two experimental drives in hands-off Level 2 automation with their hands and feet away from operational controls. During both drives, their priority was to monitor the road before a critical takeover. During one drive participants had to complete a secondary cognitive task (2-back) during the hands-off Level 2 automation. Changes in Stationary Gaze Entropy and Gaze Transition Entropy were assessed for conditions with and without the 2-back to investigate whether consistent differences between workload conditions could be found across the sample. Stationary Gaze Entropy proved a reliable indicator of mental workload; 92 % of the population were predicted to show a decrease when completing 2-back during hands-off Level 2 automated driving. Conversely, Gaze Transition Entropy showed substantial heterogeneity; only 66 % of the population were predicted to have similar decreases. Furthermore, age was a strong predictor of the heterogeneity of the average causal effect that high mental workload had on eye movements. These results indicate that, whilst certain elements of Information Theoretic metrics can be used to estimate mental workload by DMS, future research needs to focus on the heterogeneity of these processes. Understanding this heterogeneity has important implications toward the design of future DMS and thus the safety of drivers using automated vehicle functions. It must be ensured that metrics used to detect mental workload are valid (accurately detecting a particular driver state) as well as reliable (consistently detecting this driver state across a population).
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Affiliation(s)
| | | | - Ali Arabian
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Anthony Horrobin
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Albert Solernou
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Yee Thung Lee
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Yee Mun Lee
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Ruth Madigan
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Natasha Merat
- Institute for Transport Studies, University of Leeds, United Kingdom
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Markkula G, Lin YS, Srinivasan AR, Billington J, Leonetti M, Kalantari AH, Yang Y, Lee YM, Madigan R, Merat N. Explaining human interactions on the road by large-scale integration of computational psychological theory. PNAS Nexus 2023; 2:pgad163. [PMID: 37346270 PMCID: PMC10281388 DOI: 10.1093/pnasnexus/pgad163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 03/22/2023] [Accepted: 04/25/2023] [Indexed: 06/23/2023]
Abstract
When humans share space in road traffic, as drivers or as vulnerable road users, they draw on their full range of communicative and interactive capabilities. Much remains unknown about these behaviors, but they need to be captured in models if automated vehicles are to coexist successfully with human road users. Empirical studies of human road user behavior implicate a large number of underlying cognitive mechanisms, which taken together are well beyond the scope of existing computational models. Here, we note that for all of these putative mechanisms, computational theories exist in different subdisciplines of psychology, for more constrained tasks. We demonstrate how these separate theories can be generalized from abstract laboratory paradigms and integrated into a computational framework for modeling human road user interaction, combining Bayesian perception, a theory of mind regarding others' intentions, behavioral game theory, long-term valuation of action alternatives, and evidence accumulation decision-making. We show that a model with these assumptions-but not simpler versions of the same model-can account for a number of previously unexplained phenomena in naturalistic driver-pedestrian road-crossing interactions, and successfully predicts interaction outcomes in an unseen data set. Our modeling results contribute to demonstrating the real-world value of the theories from which we draw, and address calls in psychology for cumulative theory-building, presenting human road use as a suitable setting for work of this nature. Our findings also underscore the formidable complexity of human interaction in road traffic, with strong implications for the requirements to set on development and testing of vehicle automation.
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Affiliation(s)
- Gustav Markkula
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, UK
- School of Psychology, University of Leeds, LS2 9JT Leeds, UK
| | - Yi-Shin Lin
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, UK
| | | | - Jac Billington
- School of Psychology, University of Leeds, LS2 9JT Leeds, UK
| | - Matteo Leonetti
- Department of Informatics, King’s College London, WC2B 4BG London, UK
| | | | - Yue Yang
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, UK
| | - Yee Mun Lee
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, UK
| | - Ruth Madigan
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, UK
| | - Natasha Merat
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, UK
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Gonçalves RC, Louw TL, Madigan R, Quaresma M, Romano R, Merat N. The effect of information from dash-based human-machine interfaces on drivers' gaze patterns and lane-change manoeuvres after conditionally automated driving. Accid Anal Prev 2022; 174:106726. [PMID: 35716544 DOI: 10.1016/j.aap.2022.106726] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 04/13/2022] [Accepted: 05/28/2022] [Indexed: 06/15/2023]
Abstract
The goal of this paper was to measure the effect of Human-Machine Interface (HMI) information and guidance on drivers' gaze and takeover behaviour during transitions of control from automation. The motivation for this study came from a gap in the literature, where previous research reports improved performance of drivers' takeover based on HMI information, without considering its effect on drivers' visual attention distribution, and how drivers also use the information available in the environment to guide their response. This driving simulator study investigated drivers' lane-changing behaviour after resumption of control from automation. Different levels of information were provided on a dash-based HMI, prior to each lane change, to investigate how drivers distribute their attention between the surrounding environment and the HMI. The difficulty of the lane change was also manipulated by controlling the position of approaching vehicles in drivers' offside lane. Results indicated that drivers' decision-making time was sensitive to the presence of nearby vehicles in the offside lane, but not directly influenced by the information on the HMI. In terms of gaze behaviour, the closer the position of vehicles in the offside lane, the longer drivers looked in that direction. Drivers looked more at the HMI, and less towards the road centre, when the HMI presented information about automation status, and included an advisory message indicating it was safe to change lane. Machine learning techniques showed a strong relationship between drivers' gaze to the information presented on the HMI, and decision-making time (DMT). These results contribute to our understanding of HMI design for automated vehicles, by demonstrating the attentional costs of an overly-informative HMI, and that drivers still rely on environmental information to perform a lane-change, even when the same information can be acquired by the HMI of the vehicle.
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Affiliation(s)
| | - Tyron L Louw
- Pontifical Catholic University of Rio de Janeiro, Brazil
| | - Ruth Madigan
- Pontifical Catholic University of Rio de Janeiro, Brazil
| | - Manuela Quaresma
- University of Leeds, Institute for Transport Studies, United Kingdom
| | - Richard Romano
- Pontifical Catholic University of Rio de Janeiro, Brazil
| | - Natasha Merat
- Pontifical Catholic University of Rio de Janeiro, Brazil
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Kaleefathullah AA, Merat N, Lee YM, Eisma YB, Madigan R, Garcia J, de Winter J. External Human-Machine Interfaces Can Be Misleading: An Examination of Trust Development and Misuse in a CAVE-Based Pedestrian Simulation Environment. Hum Factors 2022; 64:1070-1085. [PMID: 33242999 PMCID: PMC9421345 DOI: 10.1177/0018720820970751] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 09/29/2020] [Indexed: 05/30/2023]
Abstract
OBJECTIVE To investigate pedestrians' misuse of an automated vehicle (AV) equipped with an external human-machine interface (eHMI). Misuse occurs when a pedestrian enters the road because of uncritically following the eHMI's message. BACKGROUND Human factors research indicates that automation misuse is a concern. However, there is no consensus regarding misuse of eHMIs. METHODS Sixty participants each experienced 50 crossing trials in a Cave Automatic Virtual Environment (CAVE) simulator. The three independent variables were as follows: (1) behavior of the approaching AV (within-subject: yielding at 33 or 43 m distance, no yielding), (2) eHMI presence (within-subject: eHMI on upon yielding, off), and (3) eHMI onset timing (between-subjects: eHMI turned on 1 s before or 1 s after the vehicle started to decelerate). Two failure trials were included where the eHMI turned on, yet the AV did not yield. Dependent measures were the moment of entering the road and perceived risk, comprehension, and trust. RESULTS Trust was higher with eHMI than without, and the -1 Group crossed earlier than the +1 Group. In the failure trials, perceived risk increased to high levels, whereas trust and comprehension decreased. Thirty-five percent of the participants in the -1 and +1 Groups walked onto the road when the eHMI failed for the first time, but there were no significant differences between the two groups. CONCLUSION eHMIs that provide anticipatory information stimulate early crossing. eHMIs may cause people to over-rely on the eHMI and under-rely on the vehicle-intrinsic cues. APPLICATION eHMI have adverse consequences, and education of eHMI capability is required.
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Lee YM, Madigan R, Uzondu C, Garcia J, Romano R, Markkula G, Merat N. Learning to interpret novel eHMI: The effect of vehicle kinematics and eHMI familiarity on pedestrian' crossing behavior. J Safety Res 2022; 80:270-280. [PMID: 35249607 DOI: 10.1016/j.jsr.2021.12.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 06/18/2021] [Accepted: 12/13/2021] [Indexed: 06/14/2023]
Abstract
INTRODUCTION In current urban traffic, pedestrians attempting to cross the road at un-signalized locations are thought to mostly use implicit communication, such as deceleration cues, to interpret a vehicle's intention to yield. There is less reliance on explicit driver- or vehicle-based messages, such as hand/head movements, or flashing lights/beeping horns. With the impending deployment of Automated Vehicles (AV), especially those at SAE Level 4 and 5, where the driver is no longer in control of the vehicle, there has been a surge in interest in the value of new forms of communication for AVs, for example, via different types of external Human Machine Interfaces (eHMIs). However, there is still much to be understood about how quickly a novel eHMI affects pedestrian crossing decisions, and whether it provides any additional aid, above and beyond implicit/kinematic information from the vehicle. The aim of this between-participant study, funded by the H2020 interACT project, was to investigate how the combination of kinematic information from a vehicle (e.g., Speed and Deceleration), and eHMI designs, play a role in assisting the crossing decision of pedestrians in a cave-based pedestrian simulator. METHOD Using an existing, well-recognized, message for yielding (Flashing Headlights - FH) as a benchmark, this study also investigated how quickly a novel eHMI (Slow Pulsing Light Band - SPLB) was learned. To investigate the effect of eHMI visibility on crossing decisions, the distance at which each eHMI was perceivable was also measured. RESULTS Results showed that, compared to SPLB, the FH led to earlier crossings during vehicle deceleration, especially at lower approaching speeds, and smaller time gaps. However, although FH was visible earlier than SPLB, this visibility does not appear to be the only reason for earlier crossings, with message familiarity thought to play a role. Participants were found to learn the meaning conveyed by FH relatively quickly, crossing around 1 second earlier in its presence (compared to the no eHMI condition), across the three blocks of trials. On the other hand, it took participants at least one block of 12 trials for the new SPLB signal to affect crossing, which only accelerated crossing initiations by around 200 ms, compared to the no eHMI condition. The role of comprehension, long-term exposure, and familiarity of novel messages in this context is therefore important, if AVs are to provide safe, trustworthy communication messages, which will enhance traffic flow and efficiency.
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Affiliation(s)
- Yee Mun Lee
- Institute for Transport Studies, University of Leeds, United Kingdom.
| | - Ruth Madigan
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Chinebuli Uzondu
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Jorge Garcia
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Richard Romano
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Gustav Markkula
- Institute for Transport Studies, University of Leeds, United Kingdom
| | - Natasha Merat
- Institute for Transport Studies, University of Leeds, United Kingdom
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Gyenes M, Jones C, Madigan R, Grunner M, Sheehan OC. 206 EXPLORING THE RELATIONSHIP BETWEEN LONELINESS, FRAILTY, AND HEALTHCARE UTILISATION IN IRELAND’S OLDER ADULTS DURING THE COVID-19 PANDEMIC. Age Ageing 2021. [PMCID: PMC8690005 DOI: 10.1093/ageing/afab219.206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background The COVID-19 pandemic has disproportionately affected older adults, both in morbidity and mortality1. The effects of the pandemic go beyond contracting the SARS-CoV-2 virus, leading to devastating consequences, particularly for individuals over the age of 60. In Ireland, isolation in older adults was exacerbated by cocooning measures and geographical limitations. The purpose of this study was to explore the relationship between loneliness, frailty, and the utilisation of health services in a sample of sexagenarians in Ireland. Methods Adults aged 60–70 attending COVID-19 vaccine appointments at a Level 3 Hospital in Ireland (n = 75) were invited to participate in a 36-item questionnaire. Participants reported demographic information and questions regarding physical well-being, healthcare utilisation, lifestyle and behaviours, and impact of vaccination. The survey also included three validated questionnaires: PRISMA-7 for frailty, SARC-F for sarcopenia, and the UCLA 3-Item Loneliness Scale (UCLA-3ILS). Results Of the 75 survey respondents, the mean age was 63.2. 72% (n = 54) identified as female. 28% (n = 21) reported that they had been cocooning during the past year. While 84% (n = 63) of respondents reported that they cancelled routine medical appointments during the pandemic, none reported avoiding attending hospital. Five respondents met the criteria for frailty and four were identified as probable sarcopenic. There was no significant difference (p = 0.64) in mean scores on the UCLA 3-ILS between frail and non-frail individuals. Persons identified as sarcopenic were more likely to have higher scores on the UCLA-3ILS (p = 0.0005). Conclusion This research highlights the multifaceted relationship between frailty, loneliness, and healthcare utilisation among Irish adults ages 60–70 during the COVID-19 pandemic. Future research in program, policy, and intervention development for at-risk older adults, particularly those who are frail, sarcopenic, and/or lonely, can work to reduce associated negative outcomes. Reference 1. Kang S-J and Jung, SI. (2020). Age-Related Morbidity and Mortality among Patients with COVID-19. Infect Chemother., 52(2): 154–164.
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Affiliation(s)
- M Gyenes
- Royal College of Surgeons in Ireland, Dublin, Ireland
| | - C Jones
- Connolly Hospital Blanchardstown, Dublin, Ireland
| | - R Madigan
- Connolly Hospital Blanchardstown, Dublin, Ireland
| | - M Grunner
- Connolly Hospital Blanchardstown, Dublin, Ireland
| | - O C Sheehan
- Connolly Hospital Blanchardstown, Dublin, Ireland,Johns Hopkins University School of Medicine, Baltimore, USA
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Louw T, Madigan R, Lee YM, Nordhoff S, Lehtonen E, Innamaa S, Malin F, Bjorvatn A, Merat N. Drivers' Intentions to Use Different Functionalities of Conditionally Automated Cars: A Survey Study of 18,631 Drivers from 17 Countries. Int J Environ Res Public Health 2021; 18:ijerph182212054. [PMID: 34831810 PMCID: PMC8618223 DOI: 10.3390/ijerph182212054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/03/2021] [Accepted: 11/11/2021] [Indexed: 11/16/2022]
Abstract
A number of studies have investigated the acceptance of conditionally automated cars (CACs). However, in the future, CACs will comprise of several separate Automated Driving Functions (ADFs), which will allow the vehicle to operate in different Operational Design Domains (ODDs). Driving in different environments places differing demands on drivers. Yet, little research has focused on drivers' intention to use different functions, and how this may vary by their age, gender, country of residence, and previous experience with Advanced Driving Assistance Systems (ADAS). Data from an online survey of 18,631 car drivers from 17 countries (8 European) was used in this study to investigate intention to use an ADF in one of four different ODDs: Motorways, Traffic Jams, Urban Roads, and Parking. Intention to use was high across all ADFs, but significantly higher for Parking than all others. Overall, intention to use was highest amongst respondents who were younger (<39), male, and had previous experience with ADAS. However, these trends varied widely across countries, and for the different ADFs. Respondents from countries with the lowest Gross Domestic Product (GDP) and highest road death rates had the highest intention to use all ADFs, while the opposite was found for countries with high GDP and low road death rates. These results suggest that development and deployment strategies for CACs may need to be tailored to different markets, to ensure uptake and safe use.
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Affiliation(s)
- Tyron Louw
- Institute for Transport Studies, University of Leeds, University Road, Leeds LS2 9JT, UK; (R.M.); (Y.M.L.); (N.M.)
- Correspondence:
| | - Ruth Madigan
- Institute for Transport Studies, University of Leeds, University Road, Leeds LS2 9JT, UK; (R.M.); (Y.M.L.); (N.M.)
| | - Yee Mun Lee
- Institute for Transport Studies, University of Leeds, University Road, Leeds LS2 9JT, UK; (R.M.); (Y.M.L.); (N.M.)
| | | | - Esko Lehtonen
- VTT Technical Research Centre of Finland Ltd., P.O. Box 1000, FI-02044 Espoo, Finland; (E.L.); (S.I.); (F.M.)
| | - Satu Innamaa
- VTT Technical Research Centre of Finland Ltd., P.O. Box 1000, FI-02044 Espoo, Finland; (E.L.); (S.I.); (F.M.)
| | - Fanny Malin
- VTT Technical Research Centre of Finland Ltd., P.O. Box 1000, FI-02044 Espoo, Finland; (E.L.); (S.I.); (F.M.)
| | - Afsane Bjorvatn
- SNF—Centre for Applied Research, Helleveien 30, NO-5045 Bergen, Norway;
| | - Natasha Merat
- Institute for Transport Studies, University of Leeds, University Road, Leeds LS2 9JT, UK; (R.M.); (Y.M.L.); (N.M.)
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Goncalves RC, Louw TL, Quaresma M, Madigan R, Merat N. The effect of motor control requirements on drivers' eye-gaze pattern during automated driving. Accid Anal Prev 2020; 148:105788. [PMID: 33039820 DOI: 10.1016/j.aap.2020.105788] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 08/19/2020] [Accepted: 09/14/2020] [Indexed: 06/11/2023]
Abstract
This driving simulator study compared drivers' eye movements during a series of lane-changes, which required different levels of motor control for their execution. Participants completed 12 lane-changing manoeuvres in three drives, categorised by degree of manual engagement with the driving task: Fully Manual Drive, Manual Intervention Required, Fully Automated Drive (Manual drive, Partial automation, Full automation). For Partial automation, drivers resumed control from the automated system and changed lane manually. For Full automation, the automated system managed the lane change, but participants initiated the manoeuvre by pulling the indicator lever. Results were compared to the Manual drive condition, where drivers controlled the vehicle at all times. For each driving condition, lane changing was initiated by drivers, at their discretion, in response to a slow-moving lead vehicle, which entered their lane. Failure to change lane did not result in a collision. To understand how different motor control requirements affected driver visual attention, eye movements to the road centre, and drivers' vertical and horizontal gaze dispersion were compared during different stages of the lane change manoeuvre, for the three drives. Results showed that drivers' attention to the road centre was generally lower for drives with less motor control requirements, especially when they were not engaged in the lane change process. However, as drivers moved closer to the lead vehicle, and prepared to change lane, the pattern of eye movements to the road centre converged, regardless of whether drivers were responsible for the manual control of the lane change. While there were no significant differences in horizontal gaze dispersion between the three drives, vertical dispersion for the two levels of automation was quite different, with higher dispersion during Partial automation, which was due to a higher reliance on the HMI placed in the centre console.
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Affiliation(s)
- Rafael C Goncalves
- University of Leeds, Institute for Transport Studies, Pontifical Catholic University of Rio de Janeiro, LEUI, United Kingdom.
| | - Tyron L Louw
- University of Leeds, Institute for Transport Studies, Pontifical Catholic University of Rio de Janeiro, LEUI, United Kingdom
| | - Manuela Quaresma
- University of Leeds, Institute for Transport Studies, Pontifical Catholic University of Rio de Janeiro, LEUI, United Kingdom
| | - Ruth Madigan
- University of Leeds, Institute for Transport Studies, Pontifical Catholic University of Rio de Janeiro, LEUI, United Kingdom
| | - Natasha Merat
- University of Leeds, Institute for Transport Studies, Pontifical Catholic University of Rio de Janeiro, LEUI, United Kingdom
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Nordhoff S, Madigan R, Van Arem B, Merat N, Happee R. Interrelationships among predictors of automated vehicle acceptance: a structural equation modelling approach. Theoretical Issues in Ergonomics Science 2020. [DOI: 10.1080/1463922x.2020.1814446] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Sina Nordhoff
- Delft University of Technology, Delft, The Netherlands
- EICT GmbH, Germany
| | | | - Bart Van Arem
- Delft University of Technology, Delft, The Netherlands
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Madigan R, Romano R. Does the use of a head mounted display increase the success of risk awareness and perception training (RAPT) for drivers? Appl Ergon 2020; 85:103076. [PMID: 32174364 DOI: 10.1016/j.apergo.2020.103076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 02/04/2020] [Accepted: 02/09/2020] [Indexed: 06/10/2023]
Abstract
The PC-based driver training programme, Risk Awareness and Perception Training (RAPT) has been successful in improving young drivers' hazard anticipation and mitigation responses in both simulator and on-road studies. The current research aimed to evaluate the success of an adaptation of this training for the UK context, along with investigating the impact of the presentation modality on RAPT effectiveness. Traditionally RAPT has been delivered on a PC monitor, which does not allow the same range of head and eye movements that drivers use when on the road. Thus, it was anticipated that the 360° field-of-view provided by Head Mounted Display (HMD) technology would provide a more ecologically valid experience, facilitating deeper processing and encoding of driving relevant scanning patterns, and an increased capacity to identify potentially hazardous areas of a driving scenario. Using a between-subjects design, three different training modalities were compared - a PC-based version using still images (PC-Stills), a HMD version using still images (HMD-Stills), and a HMD version using videos (HMD-video). All three training groups' performance on the UK Hazard Perception test was compared to that of a control group, who received no training. Results indicated that the adaptation of the training materials for the UK context was successful, with all three training programmes leading to performance improvements in the RAPT tests. Although participants in the HMD-video condition required more attempts to pass the training, this group showed the greatest improvement in hazard perception scores from the pre- to the post-training tests. Results also showed scenario-based differences between the modalities, suggesting that the success of different versions of RAPT may be linked to the type of risky scenario being targeted.
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Affiliation(s)
- Ruth Madigan
- Institute for Transport Studies, University of Leeds, LS2 9JT, United Kingdom.
| | - Richard Romano
- Institute for Transport Studies, University of Leeds, LS2 9JT, United Kingdom
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Markkula G, Madigan R, Nathanael D, Portouli E, Lee YM, Dietrich A, Billington J, Schieben A, Merat N. Defining interactions: a conceptual framework for understanding interactive behaviour in human and automated road traffic. Theoretical Issues in Ergonomics Science 2020. [DOI: 10.1080/1463922x.2020.1736686] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- G. Markkula
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
| | - R. Madigan
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
| | - D. Nathanael
- School of Mechanical Engineering, National Technical University of Athens, Athens, Greece
| | - E. Portouli
- Institute of Communication and Computer Systems, Athens, Greece
| | - Y. M. Lee
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
| | - A. Dietrich
- Department of Mechanical Engineering, Technical University of Munich, Munich, Germany
| | - J. Billington
- School of Psychology, University of Leeds, Leeds, United Kingdom
| | - A. Schieben
- Institute of Transportation Systems, German Aerospace Center, Braunschweig, Germany
| | - N. Merat
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
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12
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Merat N, Louw T, Madigan R, Wilbrink M, Schieben A. What externally presented information do VRUs require when interacting with fully Automated Road Transport Systems in shared space? Accid Anal Prev 2018; 118:244-252. [PMID: 29615186 DOI: 10.1016/j.aap.2018.03.018] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 03/06/2018] [Accepted: 03/16/2018] [Indexed: 06/08/2023]
Abstract
As the desire for deploying automated ("driverless") vehicles increases, there is a need to understand how they might communicate with other road users in a mixed traffic, urban, setting. In the absence of an active and responsible human controller in the driving seat, who might currently communicate with other road users in uncertain/conflicting situations, in the future, understanding a driverless car's behaviour and intentions will need to be relayed via easily comprehensible, intuitive and universally intelligible means, perhaps presented externally via new vehicle interfaces. This paper reports on the results of a questionnaire-based study, delivered to 664 participants, recruited during live demonstrations of an Automated Road Transport Systems (ARTS; SAE Level 4), in three European cities. The questionnaire sought the views of pedestrians and cyclists, focussing on whether respondents felt safe interacting with ARTS in shared space, and also what externally presented travel behaviour information from the ARTS was important to them. Results showed that most pedestrians felt safer when the ARTS were travelling in designated lanes, rather than in shared space, and the majority believed they had priority over the ARTS, in the absence of such infrastructure. Regardless of lane demarcations, all respondents highlighted the importance of receiving some communication information about the behaviour of the ARTS, with acknowledgement of their detection by the vehicle being the most important message. There were no clear patterns across the respondents, regarding preference of modality for these external messages, with cultural and infrastructural differences thought to govern responses. Generally, however, conventional signals (lights and beeps) were preferred to text-based messages and spoken words. The results suggest that until these driverless vehicles are able to provide universally comprehensible externally presented information or messages during interaction with other road users, they are likely to contribute to confusing and conflicting interactions between these actors, especially in a shared space setting, which may, therefore, reduce efficient traffic flow.
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Affiliation(s)
- Natasha Merat
- Institute for Transport Studies, University of Leeds, Leeds, UK.
| | - Tyron Louw
- Institute for Transport Studies, University of Leeds, Leeds, UK
| | - Ruth Madigan
- Institute for Transport Studies, University of Leeds, Leeds, UK
| | - Marc Wilbrink
- DLR, Germany Aerospace, 38108, Braunschweig, Germany
| | - Anna Schieben
- DLR, Germany Aerospace, 38108, Braunschweig, Germany
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13
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Abstract
Much of the Human Factors research into vehicle automation has focused on driver responses to critical scenarios where a crash might occur. However, there is less knowledge about the effects of vehicle automation on drivers' behaviour during non-critical take-over situations, such as driver-initiated lane-changing or overtaking. The current driving simulator study, conducted as part of the EC-funded AdaptIVe project, addresses this issue. It uses a within-subjects design to compare drivers' lane-changing behaviour in conventional manual driving, partially automated driving (PAD) and conditionally automated driving (CAD). In PAD, drivers were required to re-take control from an automated driving system in order to overtake a slow moving vehicle, while in CAD, the driver used the indicator lever to initiate a system-performed overtaking manoeuvre. Results showed that while drivers' acceptance of both the PAD and CAD systems was high, they generally preferred CAD. A comparison of overtaking positions showed that drivers initiated overtaking manoeuvres slightly later in PAD than in manual driving or CAD. In addition, when compared to conventional driving, drivers had higher deviations in lane positioning and speed, along with higher lateral accelerations during lane changes following PAD. These results indicate that even in situations which are not time-critical, drivers' vehicle control after automation is degraded compared to conventional driving.
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Affiliation(s)
- Ruth Madigan
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
- * E-mail:
| | - Tyron Louw
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
| | - Natasha Merat
- Institute for Transport Studies, University of Leeds, Leeds, United Kingdom
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Louw T, Markkula G, Boer E, Madigan R, Carsten O, Merat N. Coming back into the loop: Drivers' perceptual-motor performance in critical events after automated driving. Accid Anal Prev 2017; 108:9-18. [PMID: 28837837 DOI: 10.1016/j.aap.2017.08.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 08/04/2017] [Accepted: 08/07/2017] [Indexed: 06/07/2023]
Abstract
This driving simulator study, conducted as part of the EU AdaptIVe project, investigated drivers' performance in critical traffic events, during the resumption of control from an automated driving system. Prior to the critical events, using a between-participant design, 75 drivers were exposed to various screen manipulations that varied the amount of available visual information from the road environment and automation state, which aimed to take them progressively further 'out-of-the-loop' (OoTL). The current paper presents an analysis of the timing, type, and rate of drivers' collision avoidance response, also investigating how these were influenced by the criticality of the unfolding situation. Results showed that the amount of visual information available to drivers during automation impacted on how quickly they resumed manual control, with less information associated with slower take-over times, however, this did not influence the timing of when drivers began a collision avoidance manoeuvre. Instead, the observed behaviour is in line with recent accounts emphasising the role of scenario kinematics in the timing of driver avoidance response. When considering collision incidents in particular, avoidance manoeuvres were initiated when the situation criticality exceeded an Inverse Time To Collision value of ≈0.3s-1. Our results suggest that take-over time and timing and quality of avoidance response appear to be largely independent, and while long take-over time did not predict collision outcome, kinematically late initiation of avoidance did. Hence, system design should focus on achieving kinematically early avoidance initiation, rather than short take-over times.
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Affiliation(s)
- Tyron Louw
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, United Kingdom.
| | - Gustav Markkula
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, United Kingdom
| | - Erwin Boer
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, United Kingdom
| | - Ruth Madigan
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, United Kingdom
| | - Oliver Carsten
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, United Kingdom
| | - Natasha Merat
- Institute for Transport Studies, University of Leeds, LS2 9JT Leeds, United Kingdom
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Madigan R, Golightly D, Madders R. Application of Human Factors Analysis and Classification System (HFACS) to UK rail safety of the line incidents. Accid Anal Prev 2016; 97:122-131. [PMID: 27620858 DOI: 10.1016/j.aap.2016.08.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 08/06/2016] [Accepted: 08/19/2016] [Indexed: 05/16/2023]
Abstract
Minor safety incidents on the railway cause disruption, and may be indicators of more serious safety risks. The following paper aimed to gain an understanding of the relationship between active and latent factors, and particular causal paths for these types of incidents by using the Human Factors Analysis and Classification System (HFACS) to examine rail industry incident reports investigating such events. 78 reports across 5 types of incident were reviewed by two authors and cross-referenced for interrater reliability using the index of concordance. The results indicate that the reports were strongly focused on active failures, particularly those associated with work-related distraction and environmental factors. Few latent factors were presented in the reports. Different causal pathways emerged for memory failures for events such a failure to call at stations, and attentional failures which were more often associated with signals passed at danger. The study highlights a need for the rail industry to look more closely at latent factors at the supervisory and organisational levels when investigating minor safety of the line incidents. The results also strongly suggest the importance of a new factor - operational environment - that captures unexpected and non-routine operating conditions which have a risk of distracting the driver. Finally, the study provides further demonstration of the utility of HFACS to the rail industry, and of the usefulness of the index of concordance measure of interrater reliability.
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Affiliation(s)
- Ruth Madigan
- Institute for Transport Studies, University of Leeds, Leeds, LS2 9JT, United Kingdom.
| | - David Golightly
- Human Factors Research Group, University of Nottingham, Nottingham, NG7 2RD, United Kingdom
| | - Richard Madders
- Arcadia Alive Ltd., 8 The Quadrant, 99 Parkway Avenue, Sheffield, S9 4WG, United Kingdom
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Eimerbrink MJ, Kranjac D, St Laurent C, White JD, Weintraub MK, Pendry RJ, Madigan R, Hodges SL, Sadler LN, Chumley MJ, Boehm GW. Pre-treatment of C57BL6/J mice with the TLR4 agonist monophosphoryl lipid A prevents LPS-induced sickness behaviors and elevations in dorsal hippocampus interleukin-1β, independent of interleukin-4 expression. Behav Brain Res 2016; 302:171-4. [PMID: 26778788 DOI: 10.1016/j.bbr.2016.01.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 12/05/2015] [Accepted: 01/05/2016] [Indexed: 12/13/2022]
Abstract
Peripheral administration of lipopolysaccharide (LPS) elevates production of pro-inflammatory cytokines, and motivates the expression of sickness behaviors. In this study, we tested the ability of an LPS-derived adjuvant, monophosphoryl lipid A (MPLA), to prevent LPS-induced sickness behaviors in a burrowing paradigm. Testing occurred over a three-day period. Animals received a single injection of either MPLA or saline the first two days of testing. On day three, animals received either LPS or saline. Tissue from the dorsal hippocampus was collected for qRT-PCR to assess expression of IL-1β and IL-4. Results indicate that, during the pre-treatment phase, administration of MPLA induces an immune response sufficient to trigger sickness behaviors. However, we observed that animals pre-treated with MPLA for two days were resistant to LPS-induced sickness behaviors on day three. Results from the qRT-PCR analysis indicated that LPS-treated animals pre-treated with MPLA expressed significantly less IL-1β compared to LPS-treated animals pre-treated with saline. However, we did not observe a significant difference in IL-4 expression between groups. Therefore, results indicate that under the given parameters of the study, MPLA pre-treatment protects against LPS-induced sickness behaviors, at least in part, by decreasing expression of the pro-inflammatory cytokine IL-1β.
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Affiliation(s)
- M J Eimerbrink
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - D Kranjac
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - C St Laurent
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - J D White
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - M K Weintraub
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - R J Pendry
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - R Madigan
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - S L Hodges
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - L N Sadler
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - M J Chumley
- Department of Biology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA
| | - G W Boehm
- Department of Psychology, Neurobiology of Aging Collaborative, Texas Christian University, Fort Worth, TX 76129, USA.
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Madigan R, Louw T, Dziennus M, Graindorge T, Ortega E, Graindorge M, Merat N. Acceptance of Automated Road Transport Systems (ARTS): An Adaptation of the UTAUT Model. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.trpro.2016.05.237] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Affiliation(s)
| | - Steven L. Trawley
- Centre for Gerontology and Rehabilitation, School of Medicine; University College Cork; Cork; Ireland
| | - Ruth Madigan
- School of Applied Psychology; University College Cork; Cork; Ireland
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19
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Sant GR, Propert KJ, Hanno PM, Burks D, Culkin D, Diokno AC, Hardy C, Landis JR, Mayer R, Madigan R, Messing EM, Peters K, Theoharides TC, Warren J, Wein AJ, Steers W, Kusek JW, Nyberg LM. A pilot clinical trial of oral pentosan polysulfate and oral hydroxyzine in patients with interstitial cystitis. J Urol 2003; 170:810-5. [PMID: 12913705 DOI: 10.1097/01.ju.0000083020.06212.3d] [Citation(s) in RCA: 200] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE This pilot study was designed to evaluate the feasibility of a multicenter, randomized, clinical trial in interstitial cystitis (IC). Secondary objectives were to evaluate the safety and efficacy of oral pentosan polysulfate sodium (PPS), hydroxyzine, and the combination to consider their use in a larger randomized clinical trial. MATERIALS AND METHODS A 2 x 2 factorial study design was used to evaluate PPS and hydroxyzine. Participants met the National Institutes of Health-National Institute for Diabetes and Digestive and Kidney Diseases criteria for IC and reported at least moderate pain and frequency for a minimum of 6 months before study entry. The primary end point was a patient reported global response assessment. Secondary end points included validated symptom indexes and patient reports of pain, urgency and frequency. The target sample size was 136 participants recruited during 10 months. RESULTS A total of 121 (89% of goal) participants were randomized over 18 months and 79% provided complete followup data. The response rate for hydroxyzine was 31% for those treated and 20% for those not treated (p = 0.26). A nonsignificant trend was seen in the PPS treatment groups (34%) as compared to no PPS (18%, p = 0.064). There were no treatment differences for any of the secondary end points. Adverse events were mostly minor and similar to those in previous reports. CONCLUSIONS The low global response rates for PPS and hydroxyzine suggest that neither provided benefit for the majority of patients with IC. This trial demonstrated the feasibility of conducting a multicenter randomized clinical trial in IC using uniform procedures and outcomes. However, slow recruitment underscored the difficulties of evaluating commonly available IC drugs.
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Affiliation(s)
- G R Sant
- New England Medical Center and Tufts University School of Medicine, Boston, MA, USA
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20
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Madigan R. Pulse oximetry. Crit Care Nurse 1998; 18:26-7. [PMID: 9677935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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22
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Leppanen R, Maguire J, Wallace S, Madigan R, Draper V. Intraoperative lower extremity reflex muscle activity as an adjunct to conventional somatosensory-evoked potentials and descending neurogenic monitoring in idiopathic scoliosis. Spine (Phila Pa 1976) 1995; 20:1872-7. [PMID: 8560334 DOI: 10.1097/00007632-199509000-00005] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Lower extremity polysynaptic reflexes and descending neurogenic motor and ascending somatosensory activity were recorded. OBJECTIVE Two cases are presented to illustrate the intraoperative use of lower extremity reflex recordings for detecting compromise of spinal cord function. SUMMARY OF BACKGROUND DATA Lower extremity reflex processing can be used to measure integrated spinal cord activity, whereas descending neurogenic and ascending somatosensory potentials measure only long tract function. METHODS Eight channels of lower extremity polysynaptic reflex activity were recorded simultaneously after unilateral lower extremity mixed nerve stimulation. Sequential descending neurogenic and ascending somatosensory activity was recorded simultaneously with reflex recordings. RESULTS In these two patients with idiopathic scoliosis, intraoperative reflexes changed before descending neurogenic and before ascending somatosensory activity changed. High-amplitude synchronous persistent reflex activity correlated with a postoperative neurologic deficit. Low-amplitude asynchronous transient reflex activity was not associated with a postoperative neurologic deficit. CONCLUSION Intraoperative lower extremity reflex changes are more sensitive to spinal cord compromise than are changes in long tract function. Lower extremity polysynaptic reflexes monitor the integrated activity of the spinal cord that is responsible for the control of complex motor behavior.
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Affiliation(s)
- R Leppanen
- Knoxville Neurology Clinic, St. Mary's Medical Center, Tennessee, USA
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Maguire J, Madigan R, Wallace S, Leppanen R, Draper V. Intraoperative long-latency reflex activity in idiopathic scoliosis demonstrates abnormal central processing. A possible cause of idiopathic scoliosis. Spine (Phila Pa 1976) 1993; 18:1621-6. [PMID: 8235841 DOI: 10.1097/00007632-199309000-00009] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Segmental reflex regulation in 37 patients with idiopathic scoliosis and 8 patients with nonidiopathic scoliosis was studied by recording evoked reflex muscle potentials from four muscle groups in each lower extremity during partial neuromuscular blockade. Effects on reflex activity mediated through descending systems arising in the brain stem were investigated by recording from proximal-distal and flexor-extensor muscles. Ipsilateral and contralateral long-latency complex polysynaptic activity was present in all 37 patients with idiopathic scoliosis. This reflex activity was absent in eight nonidiopathic scoliosis patients. Long-latency reflex activity may represent segmental disinhibition. The presence of long-latency reflex activity in patients with idiopathic scoliosis and the absence of this activity in nonidiopathic scoliosis patients with curves of equal magnitude demonstrates that the curve per se is not responsible for the activity. This would imply that abnormal reflex processing may play a role in the development of the spinal deformity in patients with idiopathic scoliosis.
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Affiliation(s)
- J Maguire
- Knoxville Orthopedic Clinic, Tennessee
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Madigan R, Frey RD, Matlock TS. Cognitive strategies of university athletes. Can J Sport Sci 1992; 17:135-40. [PMID: 1324107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Thirty-six college basketball players and skiers, both men and women, were interviewed about their use of cognitive processes to prepare themselves for competition. The interviews examined cognitive techniques for enhancing motor skills and developing competitive strategies. During the interviews the subjects engaged in some of their cognitive preparation strategies and then described the details of these experiences. All athletes reported that the use of cognitive strategies enhanced their performance. Their imagery was rich, detailed, and multisensory. An average of three sensory modalities were present in the imagery. Vision, kinesthesis, and touch were the most common sensory experiences reported, but audition, taste, and smell were also experienced by some athletes. Strong affective states, especially confidence and satisfaction, accompanied the imagery. Individual differences in the imagery used by the athletes were also found and may be related to individual differences in the athletes' cognitive styles.
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Affiliation(s)
- R Madigan
- Department of Psychology, University of Alaska, Anchorage 99508
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Madigan R, Williams D. Maximum-likelihood psychometric procedures in two-alternative forced-choice: evaluation and recommendations. Percept Psychophys 1987; 42:240-9. [PMID: 3671049 DOI: 10.3758/bf03203075] [Citation(s) in RCA: 49] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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Madigan R, Wissinger HA, Donaldson WF. Preliminary experience with a method of quadricepsplasty in recurrent subluxation of the patella. J Bone Joint Surg Am 1975; 57:600-7. [PMID: 1150698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Nineteen knees were treated for recurrent subluxation or dislocation of the patella by lateral and distal transfer of the vastus medialis with or without release of the lateral retinaculum. Fifty-eight per cent has good or excellent and 42 per cent had poor results after a mean follow-up of twenty-nine months. The factors that predisposed to failure were genu valgum greater than 15 degrees and, to a lesser extent, palpable synovitis associated with symptomatic chondromalacia patellae.
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Madigan R, Worrall T, McClain EJ. Cervical cord compression in hereditary multiple exostosis. Review of the literature and report of a case. J Bone Joint Surg Am 1974; 56:401-4. [PMID: 4548904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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