Discrepancy between medical conditions self-reported by bus drivers and medical records.

BACKGROUND: Medical incapacity at the wheel is a rare but high-profile factor in accident causation. The UK Driver and Vehicle Licensing Agency (DVLA) does not require a review of medical records on the application for a bus licence, but applicants sign a self-declaration of medical history. There is debate over what, if any, verification of medical information is required for doctors who complete the medical assessment. AIMS: To assess how self-declaration compares against General Practitioner (GP) patient records for a series of bus drivers undergoing driver licensing assessment in a 12-month period. METHODS: Review of GP reports received for bus driver medicals undertaken in a 12-month period between 1 July 2022 and 30 June 2023. RESULTS: Of the 145 medicals undertaken, 12 (8.3%) GP reports contained undeclared medical conditions that required further evaluation and may have impacted on fitness to drive. CONCLUSIONS: Studies into the contribution of medical incapacity at the wheel to vehicle accidents are sparse, as, thankfully, are the events themselves. Nevertheless, given the updated General Medical Council guidance to doctors on confidentiality and public protection responsibilities, and evidence to suggest that doctors' knowledge of the DVLA guidelines is poor, it might be pertinent for the DVLA to reconsider its approach to driver self-reporting in some circumstances, given the discrepancy highlighted here.

[Impact of cardiovascular diseases on fitness to drive: mobility limitations in the elderly]. / Einfluss kardiovaskulärer Erkrankungen auf die Fahreignung: Mobilitätseinschränkungen im Alter.

The prevalence of cardiovascular diseases increases with age. Common symptoms such as dyspnea, chest pain, dizziness, or syncope can impact driving fitness. Due to a growing number of private drivers aged 65 and older and an increasing prevalence of cardiovascular diseases, questions regarding driving fitness restrictions for cardiological patients are gaining prominence in clinical settings. This article aims to summarize current recommendations for driving fitness in the context of cardiovascular diseases. The basis for the guidelines includes the Driving License Ordinance, the expert assessment guidelines of the Federal Highway Research Institute, and the guidelines of the German Society of Cardiology on driving fitness. Original literature on this topic is limited.Emphasizing an individualized assessment, clear guidelines for driving fitness in cardiac diseases or their symptoms and treatments are formulated. Regardless of the cardiac condition, the symptoms and likelihood of sudden loss of consciousness play a leading role in driving fitness assessment. Resulting impairments can range from a few weeks to a complete revocation of driving fitness. Regular examinations and differentiated assessments by medical professionals are prerequisites for maintaining driving fitness.The driving fitness of older private drivers is a significant and practical topic in cardiology. Current guidelines support the treating physicians in providing appropriate recommendations.

[Checking the fitness to drive of senior citizens under German law-pending corrective measures to ensure road safety]. / Die Überprüfung der Fahreignung von Senioren nach deutschem Recht ­ Anstehende Korrekturbedarfe zur Gewährleistung der Verkehrssicherheit.

German driving licence law takes a reactive approach to dealing with suitability deficiencies of senior citizens. If the driver is no longer fit to drive and nevertheless participates in traffic, an administrative offence has been committed. If this endangers or injures other people or causes significant damage to property, it may even be a criminal offence. In addition to prosecuting these offences, the driving licence authority may restrict or even withdraw the licence issued. In this respect, senior citizens have a high degree of personal responsibility when assessing their fitness to drive. This article presents the current driving license law and discusses the need for changes.Legally, various corrections are required to the current Driving Licence Ordinance and its annexes. At present, there is no clear regulation regarding the general reduction in performance in old age for an event-related assessment of fitness to drive. In addition, in the event of doubts about fitness to drive, the driving licence authority should be expressly granted the power to order standardised driving tests. Furthermore, the legislator must take preventive measures to ensure road safety. He must no longer ignore the current accident situation. In view of the fact that senior citizens aged 75 and over are disproportionately involved in traffic accidents with personal injury in terms of their culpable behaviour, it is important to impose moderate restrictions on the personal responsibility of driving licence holders. This is especially true for sensory abilities, which are particularly important in road traffic. Seniors should therefore be required to undergo eye tests from the age of 75. From this age onwards, it also seems sensible to introduce compulsory advice on fitness to drive, preferably from your family doctor.

[Driving competence in older age: psychological assessment and interventions]. / Fahrkompetenz im Alter: Psychologische Diagnostik und Interventionen.

The article introduces the issue of psychological assessment and training for driving safety, driving competence, and the mobility of older drivers. The psychological methods for assessing driving competence and the training approaches for maintaining mobility in old age are outlined and illustrated with examples. Preserving driving ability in old age remains a task for which development needs and research gaps must be specified. Although periodic mandatory examinations based on age do not yield any relevant improvement in enhancing traffic safety, they do not cause harm and are widely accepted. It is desirable to move away from a theory focusing on deficits of older age and instead develop an assessment of the comprehensive functions, abilities, and resources of elderly drivers to help preserve the mobility and participation of that specific demographic in traffic.

Fit2Drive: Screening Older Drivers with Cognitive Concerns.

OBJECTIVES: The purpose of this study was to identify the most parsimonious combination of cognitive tests that accurately predicts the likelihood of passing an on-road driving evaluation in order to develop a screening measure that can be administered as an in-office test. DESIGN: This was a psychometric study of the new test's diagnostic accuracy. SETTINGS AND PARTICIPANTS: The study was conducted at the Florida Atlantic University's Memory Center and Clinical Research Unit, both easily accessible to older drivers. Participants were older drivers who received a driving evaluation at the Memory Center and agreed to have their results included in the Driving Repository and community-based older drivers who volunteered to participate. METHODS: Mini-Mental State Exam (MMSE), Trail Making Tests A and B, Clock Test, Hopkins Verbal Learning Test, and Driving Health Inventory results were compared with an on-road driving evaluation to identify those tests that best predict the ability to pass the on-road evaluation. RESULTS: Altogether, 412 older drivers, 179 men and 233 women, were included in the analysis. Fifty-four percent of Driving Repository participants failed the on-road evaluation compared with 8% of the community sample. The highest correlation to the on-road evaluation was Trails B time in seconds r = -0.713 (P < .001). Variables with high multicollinearity and/or low correlation with the on-road evaluation were eliminated and sets of receiver operating characteristics curves were generated to assess the predictive accuracy of the remaining tests. A linear combination of Trails B in seconds and MMSE using the highest of the Serial 7s or WORLD spelled backward scores accounted for the highest area under the curve of 0.915. Finally, an algorithm was created to rapidly generate the prediction for an individual patient. CONCLUSIONS AND IMPLICATIONS: The Fit2Drive algorithm demonstrated a strong 91.5% predictive accuracy. Usefulness in office-based patient consultations is promising but remains to be rigorously tested.

Australian medical practitioners' perspectives about current practice relating to fitness to drive assessment for older people with dementia and mild cognitive impairment: A qualitative study.

OBJECTIVES: To describe the perspectives of Australian medical practitioners about current practice, and the potential benefit of tools and resources to support fitness to drive assessment for older people with dementia and mild cognitive impairment (MCI). METHODS: Semi-structured interviews with 22 medical practitioners from cognitive/memory clinics, hospitals, general practice and driving fitness assessment services in Australia. Reflexive thematic analysis was conducted. RESULTS: Two overarching themes were generated: (1) Uncomfortable decisions, describing feelings of discomfort expressed by practitioners about making fitness to drive recommendations, with two subthemes: (a) 'Feeling uncertain' and (b) 'Sticking your neck on the line'; and (2) Easing the discomfort, describing participants' desire for tools/resources to support practitioners to increase comfort with fitness to drive recommendations, with two subthemes: (a) 'Seeking certainty' and (b) 'Focusing on the process' conveying two different perspectives about how this may be achieved. There was a desire for a new in-office assessment tool capable of accurately predicting fitness to drive outcomes and views that an evidence-based clinical pathway could improve practitioners' confidence in decision-making. CONCLUSIONS: Perceptions of discomfort relating to fitness to drive assessment of older people with dementia and MCI exist amongst medical practitioners from health-care settings across Australia. In the absence of a well-validated in-office assessment tool, practitioners may benefit from an evidence-based clinical pathway to guide driving recommendations.

Using Serial Trichotomization to Determine Fitness to Drive in Medically At-Risk Drivers.

IMPORTANCE: Clinical tests that identify fit and unfit drivers with 100% sensitivity and specificity would reduce uncertainty and improve efficiency of occupational therapists performing comprehensive driving evaluations (CDEs). OBJECTIVE: To examine whether serial trichotomization of clinical tests predicts pass-fail outcomes with 100% sensitivity and specificity in a sample of medically at-risk drivers and in drivers with and without cognitive impairment (CI) referred for a CDE. DESIGN: Retrospective data collection and analysis of scores on the Montreal Cognitive Assessment; Trail Making Test, Part A and Part B; and the Useful Field of View® Subtests 1 to 3 and outcomes on the CDE (pass-fail or indeterminate requiring lessons and retesting). Receiver operating characteristic curves of clinical tests were performed to determine 100% sensitivity and specificity cut points in predicting CDE outcomes. Clinical tests were arranged in order from most to least predictive to identify pass-fail and indeterminate outcomes. SETTING: A driving assessment clinic. PARTICIPANTS: Among 142 medically at-risk drivers (M age = 69.2 yr, SD = 14.1), 66 with CI, 46 passed and 39 failed the CDE; 57 were indeterminate. OUTCOMES AND MEASURES: On-road pass-fail outcomes. RESULTS: Together, the six clinical tests predicted 62 pass and 49 fail outcomes in the total sample; 21 pass and 34 fail outcomes in participants with CI; and 58 pass and 14 fail outcomes in participants without CI. CONCLUSIONS AND RELEVANCE: Serial trichotomization of clinical tests increases the accuracy of making informed decisions and reduces the number of drivers undergoing unnecessary on-road assessments. Plain-Language Summary: Clinical tests and their cut points that identify fit and unfit drivers vary substantially across settings and research studies. Serial trichotomization is one method that could help control for this variation by combining clinical test scores showing 100% sensitivity and specificity to identify pass (fit drivers) and fail outcomes (unfit drivers) and to reduce the number of drivers undergoing unnecessary on-road assessments.

Análise de Perícias Psicológicas de Trânsito: Um Olhar sobre os Construtos Cognitivos / Analysis of Traffic Psychological Expertise: A Look at Cognitive Constructs / Análisis de la Experiencia Psicológica del Tráfico: Una Mirada a los Constructos Cognitivos

O objetivo da pesquisa foi analisar perícias psicológicas realizadas em cidades do Paraná do ano de 2019 no que tange aos aspectos cognitivos. Para tanto, foram consultados 1009 processos arquivados em clínicas credenciadas ao Departamento de Trânsito do Paraná (DETRAN-Pr). Os resultados, inerentes à caracterização das perícias, apontaram que os participantes com idade média de 27 anos, 44,4% possuindo ensino médio completo, 72,2% para a 1ª habilitação, 61% para a categoria A/B. Foram encontrados 12 tipos de instrumentos de Avaliação Psicológica padronizados. Os resultados apontam desempenho médio nos instrumentos e relação de dependência entre os principais construtos investigados. Considera-se que, além de habilidades cognitivas preservadas, a formação dos condutores desde o ensino básico é importante contribuinte para o trânsito seguro.(AU)

The objective of this research was to analyze psychological tests conducted in cities in the state of Paraná in the year 2019, focusing on cognitive aspects. For this purpose, we examined 1009 records from clinics accredited to the State Traffic Department of Paraná (DETRAN-Pr). The results, inherent to the characterization of the expertise, pointed out that the participants had an average age of 27 years, 44.4% had completed secondary education, 72.2% were first-time applicants, and 61% had the A/B category. Twelve types of standardized Psychological Assessment instruments were found. The results indicated that participants exhibited an average performance in these instruments, and there was a significant correlation between the main constructs investigated. These findings suggest that, in addition to maintaining cognitive skills, providing driver education starting from elementary school could significantly contribute to enhancing road safety.(AU)

El objetivo de la investigación fue analizar las pruebas psicológicas realizadas en ciudades de Paraná en el año 2019 sobre aspectos cognitivos. Para ello se consultaron 1009 expedientes archivados en clínicas acreditadas ante el Departamento de Tránsito de Paraná (DETRAN-Pr). Los resultados, inherentes a la caracterización de la especialización, apuntaron que los participantes tenían una edad media de 27 años, 44,4% tenían estudios secundarios completos, 72,2% para el 1º título, 61% para la categoría A/B. Se encontraron doce tipos de instrumentos de Evaluación Psicológica estandarizados. Los resultados muestran un desempeño promedio en los instrumentos y una relación de dependencia entre los principales constructos investigados. Se considera que, además de preservar las habilidades cognitivas, la formación de los conductores desde la escuela primaria en adelante es un importante contribuyente a la seguridad del tráfico.(AU)

Fatores sociodemográficos e clínicos associados à força de preensão manual de idosos condutores de veículos / Sociodemographic and clinical factors associated with handgrip strength in elderly automobile drivers / Factores sociodemográficos y clínicos asociados a la fuerza de prensión de la mano en conductores de vehículos de ancianos

Objetivo: investigar a associação entre força de preensão manual e características sociodemográficas e clínicas de idosos condutores de veículos automotores. Método: estudo transversal, realizado em clínicas de medicina de tráfego na cidade de Curitiba/Paraná, com 421 idosos (≥ 60 anos). Realizou-se análise estatística pelo modelo de Regressão Logística e Teste de Wald, considerando intervalo de confiança de 95% e valores de p <0,05 como significativos. Resultados: oitenta e quatro (20%) idosos apresentaram força de preensão manual reduzida. A força de preensão manual reduzida foi associada à faixa etária (p=0,001) e à hospitalização no último ano (p=0,002). Conclusão: houve associação significativa entre a força de preensão manual de idosos motoristas e as variáveis idade e hospitalização no último ano. Dessa forma, torna-se essencial a inclusão de avaliações específicas, centradas nas variáveis sociodemográficas e clínicas próprias da pessoa idosa, durante o exame de aptidão para dirigir veículos automotores.(AU)

Objective: to investigate the association between handgrip strength and sociodemographic and clinical characteristics of elderly automobile drivers. Method: cross-sectional study, carried out in traffic medicine clinics in the city of Curitiba/Paraná, with 421 elderly people (≥ 60 years old). Statistical analysis was performed using the Logistic Regression model and the Wald Test, considering a 95% confidence interval and p values <0.05 as significant. Results: eighty-four (20%) seniors had reduced handgrip strength. Reduced handgrip strength was associated with age group (p=0.001) and hospitalization in the last year (p=0.002). Conclusion: there was a significant association between the handgrip strength of elderly drivers and the variables age and hospitalization in the last year. Thus, it is essential to include specific assessments, centered on sociodemographic and clinical variables specific to the elderly person, during the aptitude test to drive automobiles.(AU)

Objetivo: investigar la asociación entre la fuerza de prensión de la mano y las características sociodemográficas y clínicas de los ancianos conductores de vehículos automotores. Método: estudio transversal, realizado en clínicas de medicina de tránsito de la ciudad de Curitiba/Paraná, con 421 ancianos (≥ 60 años). El análisis estadístico fue realizado por el modelo de Regresión Logística y Test de Wald, considerando intervalo de confianza de 95% y valores de p <0,05 como significativos. Resultados: 84 (20%) sujetos ancianos presentaron reducción de la fuerza de prensión de la mano. La reducción de la fuerza de prensión de la mano se asoció al grupo de edad (p=0,001) y a la hospitalización en el último año (p=0,002). Conclusión: hubo una asociación significativa entre la fuerza de prensión de la mano de los conductores ancianos y las variables edad y hospitalización en el último año. Así pues, es esencial incluir evaluaciones específicas, centradas en las variables sociodemográficas y clínicas de los ancianos, durante el examen de aptitud para conducir vehículos automotores.(AU)

Driving Errors Predicting Pass/Fail On-Road Assessment Outcomes Among Cognitively Impaired Older Drivers.

Older drivers with cognitive impairment (CI)/dementia make significantly more driving errors than healthy controls; however, whether driving errors are predictive of pass/fail outcomes in older drivers with CI/dementia are unclear. This study determined the driving errors that predicted failing an on-road assessment in drivers with CI. We retrospectively collected comprehensive driving evaluation data of 80 participants (76.1 ± 9.3 years) from an Ontario driving assessment center. Adjustment to stimuli (area under the curve [AUC] = 0.88), lane maintenance (AUC = 0.84), and speed regulation errors (AUC = 0.85) strongly predicted pass/fail outcomes. Worse performance on the Trails B (time) and Useful Field of View® (Subtest 2, Subtest 3, and risk index) were significantly correlated with adjustment to stimuli (p < .05), lane maintenance (p < .05), and speed regulation errors (p < .05). Adjustment to stimuli, lane maintenance, and speed regulation errors may be critical indicators of failing an on-road assessment in older drivers with CI. Prioritizing these errors may help identify at-risk drivers.

Fitness to Drive: It is Time for Evidence-Based Consensus and Italian Guidelines for Medical Driving Assessment.

European Union (EU) and non-EU countries have adopted different medical procedures for the issuance and renewal of a driver's license showing relevant matters of concern. In Europe, EU directives have been only partially supplemented with national laws, and there is a paucity of evidence-based criteria and methods for fitness-to-drive assessment. For instance, there is no agreement on standards for establishing which is the competent authority charged with the medical examination. Furthermore, license conditions, restrictions, or vehicle modifications, which appear as "limited use" codes on the driver's license are not regulated. This may generate confusion and deformity when it comes to the medico-legal evaluation, with potential ethical implications due to lack of transparency and equity and legal disputes between citizens and competent authorities. In this article, Italian experts on fitness-to-drive medical assessment highlight some major issues concerning the medical driving assessment activity in the EU. The Italian experience is shown as a case study, which is representative of other EU member states, for launching a call for evidence-based consensus documents and scientific guidelines on this topic, which may be helpful to international regulators and medico-legal stakeholders.

Return-to-driving following acquired brain injury: A neuropsychological perspective.

BACKGROUND: Return to driving after an acquired brain injury (ABI) has been positively associated with return to employment, maintenance of social relationships, and engagement in recreational and other community activities. Safe driving involves multiple cognitive abilities in a dynamic environment, and cognitive dysfunction resulting from ABI can negatively impact driving performance. OBJECTIVE: This manuscript examines the post-injury return-to-driving process, including performances on the in-office and on-road assessments, and the role of a rehabilitation neuropsychologist in helping patients resume driving. METHOD: In this study, 39 of 200 individuals (approximately 20%) treated at an outpatient neurorehabilitation facility, who performed satisfactorily on a pre-driving cognitive screening, completed a behind-the-wheel driving test. RESULTS: Of the 200 individuals, 34 (87%) passed the road test. Among the remaining five individuals who did not pass the road test, primary reasons for their failure included inability to follow or retain examiner directions primarily about lane position, speed, and vehicle control. The errors were attributable to cognitive difficulties with information processing, memory, attention regulation, and dual tasking.CONCLUSIONThe rehabilitation neuropsychologist contributed to the process by assessing cognition, facilitating self-awareness and error minimization, providing education about driving regulations and safety standards, and preparing for the road test and its outcomes.

Driving specialist's ratings of on-road performance and naturalistic driving crashes and near-crashes.

BACKGROUND: This study aimed to evaluate the association between a Certified Driving Rehabilitation Specialist's (CDRS) ratings of on-road driving performance by older drivers and at-fault crash and near-crash involvement using naturalistic driving techniques where crashes and near-crashes are recorded in everyday driving through in-vehicle instrumentation. METHODS: This is a cohort study of 144 drivers aged 70 years and over who were recruited due to a recent ophthalmology clinic visit at the University of Alabama at Birmingham. Baseline measurements consisted of demographics, visual status, and other health variables. At-fault crashes and near-crashes over 6 months were identified through instrumentation placed in their personal vehicle that recorded vehicle kinematics and video. After 6 months, a CDRS completed an on-road assessment and provided a composite rating on specific driving behaviors and a global score. RESULTS: Rate ratios examining the association between older drivers with worse CDRS composite scores and rates of at-fault crashes, at-fault near-crashes, and combined at-fault crashes and near-crashes were significantly higher compared to drivers with better scores. Results were similar for the CDRS global score. CONCLUSIONS: Motor vehicle administrations use CDRS ratings to make decisions about licensure, and in clinical programs such as those based at rehabilitation clinics use them to make recommendations about fitness to drive and rehabilitation. This study suggests that these decisions and recommendations are valid from a safety standpoint.

On-road driving test performance in veterans: Effects of age, clinical diagnosis and cognitive measures.

INTRODUCTION: Veterans are at heightened risk of being in a motor-vehicle crash and many fail on-road driving evaluations, particularly as they age. This may be due in part to the high prevalence of age-associated conditions impacting cognition in this population, including neurodegenerative diseases (e.g., Alzheimer's Disease) and acquired neurological conditions (e.g., cerebrovascular accident). However, understanding of the impact of referral diagnosis, age and cognition on Veterans' on-road driving performance is limited. METHODS: 109 Veterans were referred for a driving evaluation (mean age = 72.0, SD = 11.5) at a driving assessment clinic at the Minneapolis Veterans Affairs Healthcare System. Of the 109 Veterans enrolled, 44 were referred due to a neurodegenerative disease, 37 due to an acquired neurological condition, and 28 due to a non-neurological condition (e.g., vision loss). Veterans completed collection of health history information and administration of cognitive tests assessing visual attention, processing speed, and executive functioning, as well as a standardized, on-road driving evaluation. RESULTS: A total of 17.9% of Veterans failed the on-road evaluation. Clinical diagnostic group was not associated with failure rate. Age was not associated with failure rates in the full sample or within diagnostic groups. After controlling for age, poorer processing speed and selective/divided attention were associated with higher failure rates in the full sample. No cognitive tests were associated with failure rates within diagnostic groups. CONCLUSION: Referral diagnosis and age alone are not reliable predictors of Veterans' driving performance. Cognitive performance, specifically speed of processing and attention, may be helpful in screening Veterans' driving safety. Practical Applications: Clinicians tasked with assessing Veterans' driving safety should take into account cognitive performance, particularly processing speed and attention, when making decisions regarding driving safety. Age and referral diagnosis, while helpful information, are insufficient to predict outcomes on driving evaluations.

A safety score for the assessment of driving style.

OBJECTIVE: Road traffic laws explicitly refer to a safe and cautious driving style as a means of ensuring safety. For automated vehicles to adhere to these laws, objective measurements of safe and cautious behavior in normal driving conditions are required. This paper describes the conception, implementation and initial testing of an objective scoring system that assigns safety indexes to observed driving style, and aggregates them to provide an overall safety score for a given driving session. METHODS: The safety score was developed by matching safety indexes with maneuver-based parameter ranges processed from an existing highway traffic data set with a newly developed algorithm. The concept stands on the idea that safety, rather than suddenly changing from a safe to an unsafe condition at a certain parameter value, can be better modeled as a continuum of values that consider the safety margins available for interactions among multiple vehicles and that depend on present traffic conditions. A sensitivity test of the developed safety score was conducted by comparing the results of applying the algorithm to two drivers in a simulator who were instructed to drive normally and risky, respectively. RESULTS: The evaluation of normal driving statistics provided suitable ranges for safety parameters like vehicle distances, time headways, and time to collision based on real traffic data. The sensitivity test provided preliminary evidence that the scoring method can discriminate between safe and risky drivers based on their driving style. In contrast to previous approaches, collision situations are not needed for this assessment. CONCLUSIONS: The developed safety score shows potential for assessing the level of safety of automated vehicle (AV) behavior in traffic, including AV ability to avoid exposure to collision-prone situations. Occasional bad scores may occur even for good drivers or autonomously driving vehicles. However, if the safety index becomes low during a significant part of a driving session, due to frequent or harsh safety margin violations, the corresponding driving style should not be accepted for driving in real traffic.

Evaluation of braking performances of patients with osteoarthritis of the knee or hip: Are there alternatives to a brake simulator?

OBJECTIVE: This study aims to develop and evaluate a simple tool for daily practice that might allow a rough estimate of individual braking performance (brake response time, BRT) of patients with osteoarthritis or those with arthroplasty of the knee or hip. METHODS: In this cross-sectional study, we examined 162 patients (72 men, 90 women; mean age = 64±12.8 years) who suffered from osteoarthritis of the knee (n=45) or hip (n=64) or who underwent a total hip (n=37) or knee (n=16) arthroplasty. BRT of each patient was measured in a brake simulator. The results were compared to demographic data, various clinical tests, and pain surveys. From these data, a multiple linear regression model was developed. RESULTS: From the observed correlations, the regression model consisted of age (correlation with BRT τ=0.176, p=0.001), sex (τ=0.361, p<0.001), Hau's step test (τ=-0.345, p<0.001), and the pain dimension of the Hip disability/Knee injury and Osteoarthritis Outcome Score (τ=-0.265, p<0.001). We, therefore, suggested the following formula: BRTest = 634.8 - (8.8 x Hau) + 119.2 (for women) + (3.0 x age) - (1.3 x H/KOOS Pain). The above-mentioned variables contributed significantly to the prediction of BRT and could achieve a multiple R² adj of 0.31. The model leaves a residual standard error (i.e., SD of the residuals) of 158.4 ms, which is superior to a model without predictors; F (4.140)=16.8, p<0.001. CONCLUSION: Our evaluated regression model offers an uncertainty which is comparable to the one based on a fixed time period after surgery or a defined pathologic condition. The high variability even within a single patient over several brake simulator measurements makes it unlikely for a model to be generated solely based on clinical testing. Taking the available data in literature into account, we advise caution when formulating a real-time- or condition-based recommendation. We rather suggest being aware of risk factors that might lead to impaired BRT to sensitize patients to their impaired ability to drive. We identify such risk factors, namely old age, female sex, impaired musculoskeletal function, as tested in Hau's step test, and high levels of pain. LEVEL OF EVIDENCE: Level III, Therapeutic Study.