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Batson A, Newnam S, Koppel S. Examining Coroners' Recommendations for Health and Safety Management of Ageing Heavy Vehicle Drivers: A STAMP Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16112. [PMID: 36498186 PMCID: PMC9740677 DOI: 10.3390/ijerph192316112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 11/27/2022] [Accepted: 11/27/2022] [Indexed: 06/17/2023]
Abstract
Recommendations were analysed from coronial cases involving ageing heavy vehicle drivers (≥55 years) and mapped onto a Systems Theoretic Accident Model and Processes (STAMP) control structure to identify the controllers and control actions influential in the heavy vehicle industry with regard to health and safety. A National Coronial Information System (NCIS) database search revealed 38 coroners' recommendations arising from 14 unique cases of ageing driver involvement. There were no ageing themes identified in the analysis of coroners' findings and recommendations. An examination of the STAMP control structure identified that the highest concentration of recommendations was in the level of regulation, the second most senior level of control, although safety constraints were advised for all five levels of the system. In regard to identifying themes of control flaws in the recommendations, the study found that "unidentified hazards" were the most common type of safety failure in the analysis of cases of ageing drivers, concentrated at the regulatory level, which indicates that additional risk identification methods by upper levels of control are needed. Therefore, a recommendation arising from the current study is that additional controls in safety intervention are necessitated in the upper and middle levels of the road freight transportation system; in particular, formalising health and safety education for organisational managers, with a focus on identifying ageing issues, would fill a gap in the system for managing ageing heavy vehicle drivers. In conclusion, this study has found that improving the health and safety of ageing heavy vehicle drivers necessitates additional safety constraints with a focus on formalised safety education for organisational managers, in addition to a means to detect emerging and unforeseen hazards in the road freight transportation industry.
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Affiliation(s)
- Angela Batson
- Monash University Accident Research Centre, Monash University, 21 Alliance Lane, Melbourne, VIC 3800, Australia
| | - Sharon Newnam
- School of Psychology and Counselling, Queensland University of Technology, Brisbane City, QLD 4000, Australia
| | - Sjaan Koppel
- Monash University Accident Research Centre, Monash University, 21 Alliance Lane, Melbourne, VIC 3800, Australia
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Sheykhfard A, Qin X, Shaaban K, Koppel S. An exploration of the role of driving experience on self-reported and real-world aberrant driving behaviors. ACCIDENT; ANALYSIS AND PREVENTION 2022; 178:106873. [PMID: 36306720 DOI: 10.1016/j.aap.2022.106873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Revised: 10/12/2022] [Accepted: 10/14/2022] [Indexed: 06/16/2023]
Abstract
A significant proportion of global road crashes are attributed to unsafe driving behaviors. The current study aimed to explore potential differences in driving behaviors across experienced and novice drivers using two separate approaches; a questionnaire study and an instrumented vehicle study (IVS). The analysis of 260 questionnaires and 1,372 traffic interactions within the IVS revelated that driving experience affects driving performance for different driving tasks. Factor analysis of the questionnaire data revealed the impact of driving errors, lapses, violations, and aggressive violations on the behavior of novice and experienced drivers. Behavioral models of novice and experienced drivers encountering other road users were determined using binary logistic regression. The results showed that novice drivers were more likely to engage in driving violations while experienced drivers were more likely to engage in aggressive violations. Unauthorized speeding, zigzag movements, using a mobile phone while driving, and unauthorized overtaking on roads were the most frequent driving violations by novice drivers. The most frequent aggressive violations by experienced drivers were tempting other drivers to create a race and chasing other drivers. These findings may be used as a framework to facilitate safer driving behaviors by reducing errors, lapses, violations and aggressive violations, and facilitating safety-promoting attitudes.
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Affiliation(s)
- Abbas Sheykhfard
- Department of Civil Engineering, Babol Noshirvani University of Technology, Mazandaran 4714871167, Iran.
| | - Xiao Qin
- Department of Civil and Environmental Engineering, University of Wisconsin-Milwaukee, NWQ4414, P.O. Box 784, Milwaukee, WI 53201, United States
| | - Khaled Shaaban
- Department of Engineering, Utah Valley University, Orem, UT 84058, United States
| | - Sjaan Koppel
- Monash University Accident Research Centre, Monash University, 21 Alliance Lane, Monash University, VIC 3800, Australia
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Mazer B, Chen YT, Vrkljan B, Marshall SC, Charlton JL, Koppel S, Gélinas I. Comparison of older and middle-aged drivers' driving performance in a naturalistic setting. ACCIDENT; ANALYSIS AND PREVENTION 2021; 161:106343. [PMID: 34418687 DOI: 10.1016/j.aap.2021.106343] [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: 01/24/2021] [Revised: 06/25/2021] [Accepted: 08/04/2021] [Indexed: 06/13/2023]
Abstract
There is a concern in the public domain about driving safety among older drivers due the increase in age-associated medical conditions. It is not known how these medical changes impact driving performance and choice of driving environment. This study aimed to compare older drivers' (≥74 years) driving performance in a naturalistic setting to middle-aged drivers (35-64 years) on their chosen driving environment, and number, type and severity of errors. The effect of sex and perceived driving ability was also examined. Drivers' performance was studied using the electronic Driving Observation Schedule [eDOS]), a naturalistic observation approach. Fifty-three older (mean age = 80.6 years, 72% male) and 60 middle-aged (mean age = 50.0 years, 50% male) healthy drivers were recruited. Both groups made few driving errors that were mostly low-risk. Driving performance of older adults differed from middle-aged drivers; they drove on simpler routes (fewer intersections and lane changes) and made fewer errors. Findings are likely indicative of older drivers' use of adaptive strategies to maintain safe driving.
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Affiliation(s)
- Barbara Mazer
- School of Physical and Occupational Therapy, McGill University, 3654 Prom Sir-William-Osler, Montréal, Québec H3G 1Y5, Canada; Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), 3205 Place Alton-Goldbloom, Laval, QC H7V 1R2, Canada.
| | - Yu-Ting Chen
- School of Occupational Therapy, Dalhousie University, Room 215 Forrest Building, 5869 University Avenue, PO Box 15000, Halifax, Nova Scotia B3H 4R2, Canada.
| | - Brenda Vrkljan
- School of Rehabilitation Science, McMaster University, 1400 Main Street West, Institute for Applied Health Sciences (IAHS) Building - Room 403, Hamilton, Ontario L8S 1C7, Canada.
| | - Shawn C Marshall
- Ottawa Hospital Research Institute, 1053 Carling Ave, Ottawa, Ontario K1Y 4E9, Canada.
| | - Judith L Charlton
- Monash University Accident Research Centre, Monash University, 21 Alliance Ln, Clayton, VIC 3800, Australia.
| | - Sjaan Koppel
- Monash University Accident Research Centre, Monash University, 21 Alliance Ln, Clayton, VIC 3800, Australia.
| | - Isabelle Gélinas
- School of Physical and Occupational Therapy, McGill University, 3654 Prom Sir-William-Osler, Montréal, Québec H3G 1Y5, Canada; Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), 3205 Place Alton-Goldbloom, Laval, QC H7V 1R2, Canada.
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Kokkinakis I, Vaucher P, Cardoso I, Favrat B. Assessment of cognitive screening tests as predictors of driving cessation: A prospective cohort study of a median 4-year follow-up. PLoS One 2021; 16:e0256527. [PMID: 34415967 PMCID: PMC8378690 DOI: 10.1371/journal.pone.0256527] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 08/07/2021] [Indexed: 11/21/2022] Open
Abstract
Background Assessing fitness to drive and predicting driving cessation remains a challenge for primary care physicians using standard screening procedures. The objective of this study was to prospectively evaluate the properties of neuropsychological screening tests, including the Trail Making Test (TMT), Clock Drawing Test (CDT), Montreal Cognitive Assessment (MoCA), Useful Field of View (UFOV), and Timed Up and Go (TUG) test, in predicting driving cessation for health reasons in drivers older than 70 years of age. Design and methods This prospective cohort study, with a median follow-up of 4 years for drivers of 70 years old or older with an active driving license in Switzerland, included 441 participants from a driving refresher course dedicated to volunteer senior drivers. Cases were drivers reported in the national driving registry who lost their license following a health-related accident, who were reported as unfit to drive by their physician or voluntarily ceased driving for health reasons. Survival analysis was used to measure the hazard ratio of driving cessation by adjusting for age and sex and to evaluate the predictive value of combining 3 or more positive tests in predicting driving cessation during a 4-year follow-up. Results A total of 1738 person-years were followed-up in the cohort, with 19 (4.3%) having ceased driving for health reasons. We found that participants with a TMT-A < 54 sec and TMT-B < 150 sec at baseline had a significantly lower cumulative hazard of driving cessation in 4 years than those with slower performance (adjusted HR 3, 95% CI: 1.16–7.78, p = 0.023). Participants who performed a CDT ≥ 5 had a significantly lower cumulative hazard of driving cessation (adjusted HR 2.89, 95% CI: 1.01–7.71, p = 0.033). Similarly, an MoCA score ≥ 26, TUG test <12 sec or a UFOV of low risk showed a lower but not significant cumulative risk at a median follow-up of 4 years. When using tests as a battery, those with three or more positive tests out of five were 3.46 times more likely to cease driving (95% CI: 1.31–9.13, p = 0.012). Conclusions The CDT and the TMT may predict driving cessation in a statistically significant way, with a better performance than the UFOV and MoCA tests during a median 4-year follow-up. Combining tests may increase the predictability of driving cessation. Although our results are consistent with current evidence, they should be interpreted with precaution; more than 95% of the participants above the set threshold were able to continue driving for 4 years without any serious incident.
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Affiliation(s)
- Ioannis Kokkinakis
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
- * E-mail:
| | - Paul Vaucher
- Traffic Medicine and Psychology Unit, University Center of Legal Medicine, Lausanne–Geneva, Lausanne University Hospital, Lausanne, Switzerland
- School of Health Sciences Fribourg, University of Applied Sciences and Arts Western Switzerland (HES-SO), Fribourg, Switzerland
| | - Isabel Cardoso
- Traffic Medicine and Psychology Unit, University Center of Legal Medicine, Lausanne–Geneva, Lausanne University Hospital, Lausanne, Switzerland
- University Department of Advanced Age Psychiatry (SUPAA), Lausanne University Hospital, Lausanne, Switzerland
| | - Bernard Favrat
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
- Traffic Medicine and Psychology Unit, University Center of Legal Medicine, Lausanne–Geneva, Lausanne University Hospital, Lausanne, Switzerland
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Personal and Clinical Factors Associated with Older Drivers' Self-Awareness of Driving Performance. Can J Aging 2020; 40:82-96. [PMID: 32089137 DOI: 10.1017/s071498082000001x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Most older adults perceive themselves as good drivers; however, their perception may not be accurate, and could negatively affect their driving safety. This study examined the accuracy of older drivers' self-awareness of driving ability in their everyday driving environment by determining the concordance between the perceived (assessed by the Perceived Driving Ability [PDA] questionnaire) and actual (assessed by electronic Driving Observation Schedule [eDOS]) driving performance. One hundred and eight older drivers (male: 67.6%; age: mean = 80.6 years, standard deviation [SD] = 4.9 years) who participated in the study were classified into three groups: underestimation (19%), accurate estimation (29%), and overestimation (53%). Using the demographic and clinical functioning information collected in the Candrive annual assessments, an ordinal regression showed that two factors were related to the accuracy of self-awareness: older drivers with better visuo-motor processing speed measured by the Trail Making Test (TMT)-A and fewer self-reported comorbid conditions tended to overestimate their driving ability, and vice versa.
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Koppel S, Stephens AN, Bédard M, Charlton JL, Darzins P, Stefano MD, Gagnon S, Gélinas I, Hua P, MacLeay L, Man-Son-Hing M, Mazer B, Myers A, Naglie G, Odell M, Porter MM, Rapoport MJ, Stinchcombe A, Tuokko H, Vrkjlan B, Marshall S. Self-reported violations, errors and lapses for older drivers: Measuring the change in frequency of aberrant driving behaviours across five time-points. ACCIDENT; ANALYSIS AND PREVENTION 2019; 123:132-139. [PMID: 30481684 DOI: 10.1016/j.aap.2018.11.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 11/04/2018] [Accepted: 11/09/2018] [Indexed: 06/09/2023]
Abstract
The current study aimed to: 1. to confirm the 21-item, three-factor Driver Behaviour Questionnaire (DBQ) structure suggested by Koppel et al. (2018) within an independent sample of Canadian older drivers; 2. to examine whether the structure of the DBQ remained stable over a four-year period; 3. to conduct a latent growth analysis to determine whether older drivers' DBQ scores changed across time. Five hundred and sixty Canadian older drivers (males = 61.3%) from the Candrive/Ozcandrive longitudinal study completed the DBQ yearly for four years across five time-points that were approximately 12 months apart. In Year 1, the average age of the older drivers was 76.0 years (SD = 4.5 years; Range = 70-92 years). Findings from the study support the 21-item, three-factor DBQ structure suggested by Koppel and colleagues for an Australian sample of older drivers as being acceptable in an independent sample of Canadian older drivers. In addition, Canadian older drivers' responses to this version of the DBQ were stable across the five time-points. More specifically, there was very little change in older drivers' self-reported violations, and no significant change for self-reported errors or lapses. The findings from the current study add further support for this version of the DBQ as being a suitable tool for examining self-reported aberrant driving behaviours in older drivers. Future research should investigate the relationship between older drivers' self-reported aberrant driving behaviours and their performance on functional measures, their responses to other driving-related abilities and practice scales and/or questionnaires, as well their usual (or naturalistic) driving practices and/or performance on on-road driving tasks.
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Affiliation(s)
- Sjaan Koppel
- Monash University Accident Research Centre, Monash University, Australia.
| | - Amanda N Stephens
- Monash University Accident Research Centre, Monash University, Australia
| | - Michel Bédard
- Centre for Research on Safe Driving, Lakehead University, Canada
| | - Judith L Charlton
- Monash University Accident Research Centre, Monash University, Australia
| | - Peteris Darzins
- Eastern Health, Australia; Monash University Eastern Health Clinical School, Australia
| | | | | | - Isabelle Gélinas
- School of Physical & Occupational Therapy, McGill University, Canada; Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Canada
| | - Phuong Hua
- Monash University Accident Research Centre, Monash University, Australia
| | - Lynn MacLeay
- Ottawa Hospital Research Institute, University of Ottawa, Canada
| | | | - Barbara Mazer
- School of Physical & Occupational Therapy, McGill University, Canada; Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Canada
| | | | - Gary Naglie
- Department of Medicine and Rotman Research Institute, Baycrest Health Sciences; Research Department, Toronto Rehabilitation Institute-University Health Network; Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, Canada
| | - Morris Odell
- Victorian Institute of Forensic Medicine, Australia
| | - Michelle M Porter
- Faculty of Kinesiology and Recreation Management, and Centre on Aging, University of Manitoba, Canada
| | - Mark J Rapoport
- Department of Psychiatry, University of Toronto; Sunnybrook Health Sciences Centre, Canada
| | | | - Holly Tuokko
- Institute on Aging and Lifelong Health, University of Victoria, Canada
| | - Brenda Vrkjlan
- School of Rehabilitation Science, McMaster University, Canada
| | - Shawn Marshall
- Ottawa Hospital Research Institute, University of Ottawa, Canada
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Koppel S, Stephens AN, Young KL, Hua P, Chambers R, Hassed C. What is the relationship between self-reported aberrant driving behaviors, mindfulness, and self-reported crashes and infringements? TRAFFIC INJURY PREVENTION 2018; 19:480-487. [PMID: 29580093 DOI: 10.1080/15389588.2018.1440083] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 02/08/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVES This study investigated the relationship between self-reported aberrant driving behaviors, mindfulness, and self-reported crashes and infringements. METHODS Three hundred and eighteen participants (M = 46.0 years, SD = 13.7 years; female: 81.8%) completed an online survey that assessed aberrant driving behaviors, mindfulness (including regular mindfulness meditation [MM]), and self-reported crashes and infringements during the past 2 years. Structural equation modeling (SEM) was used to examine the relationship between self-reported aberrant driving behaviors and mindfulness simultaneously, as well as with participants' age and estimated kilometers driven over the past year. RESULTS The results of the SEM showed that mindfulness was negatively related to each self-reported aberrant driving behavior, with the strongest relationships being between mindfulness and driving-related lapses (-0.58) and errors (-0.46). Participants who practice MM had significantly fewer crashes in the past 2 years and reported significantly fewer driving-related violations and lapses compared to participants who did not practice MM (crashes: 9.3% vs. 18.8%, P < .05; violations: M = 6.66 [SD = 3.44] vs. M = 7.68 [SD = 4.53], P < .05; errors: M = 5.17 [SD = 3.44] vs. M = 6.19 [SD = 4.12], P < .05). CONCLUSIONS More research is needed to understand whether MM results in more mindful and attentive drivers or whether individuals who practice MM may have other traits or behaviors that are linked to improved safety.
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Affiliation(s)
- Sjaan Koppel
- a Monash University Accident Research Centre, Monash University , Melbourne , Victoria , Australia
| | - Amanda N Stephens
- a Monash University Accident Research Centre, Monash University , Melbourne , Victoria , Australia
| | - Kristie L Young
- a Monash University Accident Research Centre, Monash University , Melbourne , Victoria , Australia
| | - Phuong Hua
- a Monash University Accident Research Centre, Monash University , Melbourne , Victoria , Australia
| | - Richard Chambers
- b Mindfulness Programs, Monash University , Melbourne , Victoria , Australia
| | - Craig Hassed
- c Department of General Practice , Monash University , Melbourne , Victoria , Australia
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Koppel S, Stephens AN, Charlton JL, Di Stefano M, Darzins P, Odell M, Marshall S. The Driver Behaviour Questionnaire for older drivers: Do errors, violations and lapses change over time? ACCIDENT; ANALYSIS AND PREVENTION 2018; 113:171-178. [PMID: 29407664 DOI: 10.1016/j.aap.2018.01.036] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 01/26/2018] [Accepted: 01/28/2018] [Indexed: 06/07/2023]
Abstract
The aim of the current study was to examine how self-reported aberrant driving behaviours change across a three time-points in a group of older drivers. Two hundred and twenty-seven older drivers (males = 69.6%) from the Candrive/Ozcandrive longitudinal study completed the Driving Behaviour Questionnaire (DBQ) each yearacross three time-points (i.e., Year 1, Year 2, Year 3). At the third time-point, older drivers ranged in age from 77 to 96 years (M = 81.74 years; SD = 3.44 years). A longitudinal confirmatory factor analysis showed that a modified 21-item, 3-factor (errors, lapses and violations) DBQ was invariant across the time period, suggesting that the structure of the questionnaire was stable across each time-point. Further, multiple domain latent growth analysis on the resultant factors for errors, lapses and violations showed that the frequency of errors remained similar across the three-year period, while violations and lapses showed very marginal decreases in frequency. These changes were independent of the absolute number of these behaviours; Drivers with higher violations or lapses in Year one, showed similar decreases in frequency as those who self-reported lower frequencies of the behaviours. These results suggest that the DBQ is a reliable tool to measure older drivers' self-reported aberrant driving behaviours, and that these behaviours do not show much change across time. Future research should validate the self-reported responses from the DBQ with more objective measures such as those collected through naturalistic driving study (NDS) methodology or on-road driving tasks.
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Affiliation(s)
- S Koppel
- Monash University Accident Research Centre, Monash University, Australia.
| | - A N Stephens
- Monash University Accident Research Centre, Monash University, Australia
| | - J L Charlton
- Monash University Accident Research Centre, Monash University, Australia
| | | | - P Darzins
- Eastern Health, Australia; Monash University Eastern Health Clinical School, Australia
| | - M Odell
- Victorian Institute of Forensic Medicine, Australia
| | - S Marshall
- Ottawa Hospital Research Institute, Canada
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