Unlicensed Drivers Research Articles

SafeDrive Pro IoT Based Driver Verification System

SafeDrive Pro is an IoT-based Driver Verification System designed to address the rise in vehicular accidents involving underage and unlicensed drivers. By integrating multi-factor authentication, including age verification, facial recognition, and driver license validation, SafeDrive Pro ensures only authorized individuals can operate vehicles. The system aims to improve vehicle security, reduce unauthorized usage, and enhance road safety. The proposed system leverages IoT technology, machine learning for facial recognition, and RFID for license validation. Initial results indicate that the system can effectively prevent unauthorized access, offering a robust approach to reducing road accidents and promoting vehicle security

Exploring the lived experiences of young unlicensed drivers on road safety and traffic rules: a phenomenological study

Unlicensed driving presents a multifaceted challenge for authorities, with increasing road accidents attributed to limited mobility and heightened anxiety among drivers, often stemming from a lack of road safety knowledge and difficulties in concentration, highlighting the need for understanding emotional responses towards law enforcement and the significance of acquiring a driver's license. Furthermore, this research explores potential interventions to mitigate the risks associated with unlicensed driving and enhance road safety awareness among drivers. The researcher used a qualitative phenomenological approach to explore student unlicensed drivers' experiences. Eight students participated in in-depth interviews, and the data collected were analyzed using Collazzi's method. The results revealed the following recurring themes: emotional and physical challenges, mixed emotions and the privileges of a driver's license. The research findings show that young individuals driving without licenses encounter emotional and physical obstacles, exhibit varied reactions when faced with authorities, appreciate the significance of acquiring a driver's license, and emphasize the importance of responsible driving and compliance with legal requirements.

Road traffic mortality in Zunyi city, China: A 10 – year data analysis (2013–2022)

PurposeThe study aimed to examine the pattern of motorization and the mortality rate related to road traffic crashes in Zunyi (a city in northern Guizhou province of China) from 2013 to 2022, and to identify the epidemiological characteristics of these crashes with to provide insights that could help improve road safety. MethodsData were obtained from the Zunyi traffic management data platform, and the mortality rates were calculated. We deployed various analytical methods, including descriptive analysis, Chi-square test or Fisher's exact test of categorical variable, circular distribution map analysis, and Rayleigh test to characterize the traits of road traffic crashes in the region. ResultsDuring the 10-year study period, 7488 people died due to road traffic accidents, with males accounting for 70.4% and females 29.6% (χ2 = 101.97, p < 0.001). The mortality rate increased from 7.80 deaths per 100,000 people in 2013 to 10.70 deaths per 100,000 people in 2016, but then decreased to 9.54 deaths per 100,000 people in 2019. A notable finding was that the death rate per 10,000 vehicles declined from 16.09 deaths per 10,000 vehicles in 2013 to 5.48 deaths per 10,000 vehicles in 2022. The study also found that vulnerable road users represented nearly half (48.76%) of all accident fatalities, and unlicensed or inexperienced driving contributed significantly to the occurrence of road traffic accidents. ConclusionAlthough the number of road traffic accidents in Zunyi has decreased, there are still some critical issues that need to be addressed, particularly for vulnerable road users and unlicensed drivers. Our results highlight the need of targeted interventions to address the specific risk factors of road traffic crashes, particularly those affecting vulnerable road users and drivers without sufficient experience or license.

Comparison of Experienced and Novice Drivers' Visual and Driving Behaviors during Warned or Unwarned Near-Forward Collisions.

Forward collision warning systems (FCWSs) monitor the road ahead and warn drivers when the time to collision reaches a certain threshold. Using a driving simulator, this study compared the effects of FCWSs between novice drivers (unlicensed drivers) and experienced drivers (holding a driving license for at least four years) on near-collision events, as well as visual and driving behaviors. The experimental drives lasted about six hours spread over six consecutive weeks. Visual behaviors (e.g., mean number of fixations) and driving behaviors (e.g., braking reaction times) were collected during unprovoked near-collision events occurring during a car-following task, with (FCWS group) or without FCWS (No Automation group). FCWS presence reduced the number of near-collision events drastically and enhanced visual behaviors during those events. Unexpectedly, brake reaction times were observed to be significantly longer with FCWS, suggesting a cognitive cost associated with the warning process. Still, the FCWS showed a slight safety benefit for novice drivers attributed to the assistance provided for the situation analysis. Outside the warning events, FCWS presence also impacted car-following behaviors. Drivers took an extra safety margin, possibly to prevent incidental triggering of warnings. The data enlighten the nature of the cognitive processes associated with FCWSs. Altogether, the findings support the general efficiency of FCWSs observed through a massive reduction in the number of near-collision events and point toward the need for further investigations.

A Descriptive Study on Assessing the Socioeconomic Contribution and Meeting Legal Requirements of Bajaj Drivers in Mogadishu, Somalia Feb to June 2022

Introduction: The growing population has placed a higher demand on the public transport system, and yet they have not been able to cater for the needs of people of all socioeconomic groups. People go for Moto Bajaj services as they find them more flexible in many ways such as timing, routes, destinations etc. They provide door-to-door services and are easily accessible and affordable. Moto Bajaj can be hired anywhere anytime, and prior booking is not required. In the cities, the number of Moto Bajaj is also very high, getting a Moto Bajaj is almost always an easy task. Methodology: The study used a descriptive cross-sectional survey strategy, as the respondents and data collection methods were relevant and cost-effective in this method. The study had a sample of 385 participants of Bajaj drivers as the primary source of the data. The data collected was primary data. The data was collected through a Kobo collector with trained enumerators. The data collection period was three days. To ensure data quality, a data expect supervisor was hired who was technically supporting the data collecting, cleaning, and providing frequent feedback to the enumerators. Result: Based on the study of the demographic characteristic, objectives and research questions, the study found that the average age of the drivers is 27, and one-third of the drivers were teenagers. Regarding whether the driver had a license or not, the study revealed that most drivers had a license; however, there were 18% who either did not have a license or had invalid licenses and most of them had a license for a period of 4 to 6 years. A survey showed that there was a significant number of unregistered and unlicensed Bajaj drivers. Therefore, to take proper actions against the driver and owner in case of accident, robbery, or misuse was impossible as there is no number plate in the Moto Bajaj rickshaw for tracking. Tax payment revealed that 3% of the Moto Baja drivers do not pay tax; however, this needs further investigation and research for a large sample size which means excluding possible sampling error and data representation. Conclusion: The Moto Bajaj has a significant contribution to both the livelihood and plays a key role in the market economy in Somalia. The Moto Bajaj created an opportunity for the market economy and contributed to the livelihood of the people living in the Banadir region. The drivers are too young, there is a need to strengthen the legal driving permission requirement, considering ages. Bajaj’s work contributes to the provision of education, health, housing, and a significant number of family dependent on it. There is a number of Bajaj with no License nor registered and do not pay tax. Recommendation: To put effective legal requirement policies in place or implement them effectively, these may include ensuring age legal requirements for driving and ensuring drivers are licensed and ensure that drivers have valid licenses, and ensure that they are well trained on the legal driving requirements and finally, to motivate the Moto Bajaj drivers as they contribute and are part of the players in the market economy, as they may be granted extended time period for tax payment.

Injury-severity analysis of intercity bus crashes in Ghana: A random parameters multinomial logit with heterogeneity in means and variances approach

Travel by bus is an efficient, cost-effective, safe and preferred means of intercity transport in many advanced countries. On the contrary, there is huge public sentiment about the safety records of intercity buses in low- and middle-income countries given the increasing bus-involved road traffic crashes and high fatality rates. This study sought to model the injury severity of intercity bus transport in Ghana using the random parameters multinomial logit with heterogeneity in means and variances modelling technique to account for unobserved heterogeneity in the dataset. The dataset involves crash data from the 575 km long Accra-Kumasi-Sunyani-Gonokrom highway in Ghana. Four discrete crash outcome categories were considered in this study: fatal injury, hospitalized injury, minor injury, and no injury. The study observed that crashes involving pedestrians, unlicensed drivers, and drivers and passengers aged more than 60 years have a higher probability of sustaining fatal injuries. Also, speeding, wrong overtaking, careless driving and inexperienced drivers were associated with fatal injury outcomes on the highway. The incidence of intercity bus transport crashes involving larger buses and minibuses were also found to more likely result in fatalities. The probability of hospitalized injury increased for crashes that occurred in a village setting. Given these findings, the study proposed improvement of the road infrastructure, enforcing seatbelt availability and use in intercity buses, increased enforcement of the traffic rules and regulations to deter driver recklessness and speeding as well as improving the luminance of the highways. Additionally, apps that have features for customers to rate intercity bus operators, the quality of services provided, and also have the option to report reckless driving activities can be developed to promote safe and inclusive public transport in the country.

Crash involvement among unlicensed 17 year old drivers before and after licensing at 17 was allowed

Unlicensed driving among youth is associated with increased crash risk, and partly motivated by a wish to learn to drive. In this paper we examine whether crash involvement among 17-year-old unlicensed drivers changed after post-licence accompanied driving from the age of 17 was allowed in Denmark in 2017. The study includes police-registered crashes occurring three years before and three years after the change (2014–2019). Results show an increase in crash involvement among 17-year-olds and a small increase in crash involvement among unlicensed 17-year-olds, if population size is taken into account, but no differences in the crash and person characteristics before and after the change. Being male, speeding, and impairment at the time of the crash predicted unlicensed crash involvement. A latent class clustering analysis (LCCA) identified seven clusters of crashes involving an unlicensed 17-year-old. The cluster characteristics reveal different patterns in the associated factors such as females and parked vehicles being more likely to be included in C1, alcohol impaired in C2 and drug impaired in C7. Brief crash descriptions provided by the police indicate that driving with extra motives such as showing-off or pleasure are prevalent in all clusters. Results confirm, that unlicensed crash involvement among 17-year olds is associated with risk-taking behaviours such as speeding, impaired driving, showing-off, and the car being pursued by the police. However, unfortunate manoeuvres and loss of control of the vehicle possibly related to poor driving skills are also associated with the crashes. Crash characteristics such as impairment by alcohol and drugs indicate that unlicensed crash involvement is a distinct safety challenge associated with health risk behaviours rather than a transport related need for a driver’s license. Additional studies exploring the motivations and circumstances associated with unlicensed driving among 17-year olds are needed along with measures to prevent car access among unlicensed youth..

Avoidance and personal and occupational quality of life in French people with driving anxiety

Driving anxiety can have a significant impact on one’s quality of life, particularly for those who experience intense levels. However, to date there are limited data about the perceived impact of driving anxiety on occupational life, and driving anxiety remains under-researched in France. To address this gap, an online survey assessing self-reported driving anxiety, how it manifests and its links with some aspects of personal and occupational life was designed. The survey was administered in France to respondents who identified as experiencing driving anxiety. Responses were obtained from 304 people aged 18 years or older. In the sample, 32.2%, 44.7% and 23% respectively reported mild, moderate and extreme levels of driving anxiety. In the extremely anxious group, males were under-represented, whereas people aged 35–44 and unlicensed drivers were over-represented. People who were unemployed (excluding students and retired people), reported that their anxiety had been a barrier to getting a job and a high percentage of these respondents had also previously considered leaving a position because of their anxiety. Respondents also reported their anxiety had a negative impact on their perceived quality of life in general. People who categorised as extremely anxious reported a negative impact four times higher than those in the mildly anxious group.The results highlight for the first time the perceived impact of driving anxiety on daily and occupational life in a French population. Further, the results demonstrate the importance of distinguishing between moderately and extremely anxious drivers as the intensity level has differential impacts on personal and work life quality.

An Investigation into Unsafe Behaviors and Traffic Accidents Involving Unlicensed Drivers: A Perspective for Alignment Measurement.

Road traffic plays a vital role in countries’ economic growth and future development. However, traffic accidents are considered a major public health issue affecting humankind. Despite efforts by governments to improve traffic safety, the misalignment between the policy efforts and on-ground infringements, distractions and breaches reflect the regulatory failure. This paper uses the Bayesian network method to investigate unsafe behaviors and traffic accidents involving unlicensed drivers as a perspective for the regulatory alignment assessment. The findings suggest that: (1) unlicensed drivers are more likely to have unsafe driving behaviors; (2) the probability of being involved in a severe traffic accident increases when the drivers are unlicensed and decreases in the case of licensed drivers; (3) young drivers are noticeably more likely to engage in unsafe behaviors, usually leading to serious injuries and deaths, when their driving licenses are invalid; (4) women are more likely to engage in right-of-way violations and to have collisions with no serious injuries, contrary to unlicensed men drivers, who are involved in other types of traffic accidents resulting in serious injuries.

Characteristics of fatal road crashes involving unlicensed drivers or riders: Implications for countermeasures

Drivers or riders without a valid license are involved in 10% of fatal road crashes in Norway. This was shown by an analysis of data from all fatal crashes in the period 2005–2014. A literature review shows that unlicensed drivers have a considerably increased crash risk. Such crashes could be prevented by electronic driver authentication, i.e., a technical system for checking that a driver or rider has legal access to a vehicle before driving is permitted. This can be done by requiring the driver/rider to identify themselves with a national identity number and a unique code or biometric information before driving may commence. The vehicle thereafter verifies license availability and vehicle access by communication with a central register. In more than 80% of fatal crashes with unlicensed drivers/riders, speeding and/or drug influence contributed to the crash. This means that a majority of crashes with unlicensed drivers alternatively could be prevented by already available systems, such as alcolock and speed limit dependent speed adapters. These systems will have a wider influence, by preventing crashes also among licensed drivers. Mandatory implementation of alcolock, speed limiter, and electronic driver authentication in all motorized vehicles is estimated to prevent up to 28% of fatal road crashes, depending on effectiveness of the systems.

Factors related to motorcycle accidents with victims: an epidemiological survey

OBJECTIVE: To evaluate the factors associated with traffic motorcycles accidents. METHODS: The sample consisted of 285 motorcycle accident victims in Sao Paulo. Data were collected from 24-hour emergency service shifts regarding: conditions of the victims, security equipment, road and vehicle conditions. RESULTS: Victims were mostly young men (92%); 23% used the motorcycle for work (average: 8 hours per day); 45% had owned a motorcycle for less than two years; 77% were licensed motorcycle drivers; 33% had less than four years of qualification; 31% had attended a course of defensive driving. Severe lesions were identified in 67% of the unlicensed drivers. Polytrauma occurred in 9% head trauma in 5% of the entire population. Lower limb fractures occurred more frequently than upper limb (17% vs. 12%). Most wore helmets (90%) but only 18% wore helmet, boots and jacket. Positive readings for alcohol (7%) and drugs (14%) occurred in 21% of victims. Most accidents occurred as a consequence of imprudence (88%), during the day (67%), in dry weather conditions (94%). A side impact was registered in 48% of cases; 80% of motorcycles had an engine capacity up to 250 cc. In 51% of the accidents the person responsible for the accident was the driver of the other vehicle in the accident. CONCLUSION: Most accidents involve motorcyclists who are young male adults, use the motorcycle as a means of transport and do not consider safety, defensive driving and the use of alcohol and drugs as important factors.

Providing driver’s licenses to unauthorized immigrants in California improves traffic safety

The integration of immigrants presents a major challenge for policymakers in the United States. In an effort to improve integration, several US states recently have implemented laws that provide driver's licenses to unauthorized immigrants. These new laws have sparked widespread debate, but we lack evidence on the traffic safety impact of these policies. We examine the short-term effects of the largest-scale policy shift, California's Assembly Bill 60 (AB60), under which more than 600,000 licenses were issued in the first year of implementation in 2015 alone. We find that, contrary to concerns voiced by opponents of the law, AB60 has had no discernible short-term effect on the number of accidents. The law primarily allowed existing unlicensed drivers to legalize their driving. We also find that, although AB60 had no effect on the rate of fatal accidents, it did decrease the rate of hit and run accidents, suggesting that the policy reduced fears of deportation and vehicle impoundment. Hit and run behaviors often delay emergency assistance, increase insurance premiums, and leave victims with significant out of pocket expenses. Overall, the results suggest that AB60 provides an example of how states can facilitate the integration of immigrants while creating positive externalities for the communities in which they live.

Assessing Cognitive Ability and Simulator-Based Driving Performance in Poststroke Adults.

Driving is an important activity of daily living, which is increasingly relied upon as the population ages. It has been well-established that cognitive processes decline following a stroke and these processes may influence driving performance. There is much debate on the use of off-road neurological assessments and driving simulators as tools to predict driving performance; however, the majority of research uses unlicensed poststroke drivers, making the comparability of poststroke adults to that of a control group difficult. It stands to reason that in order to determine whether simulators and cognitive assessments can accurately assess driving performance, the baseline should be set by licenced drivers. Therefore, the aim of this study was to assess differences in cognitive ability and driving simulator performance in licensed community-dwelling poststroke drivers and controls. Two groups of licensed drivers (37 poststroke and 43 controls) were assessed using several cognitive tasks and using a driving simulator. The poststroke adults exhibited poorer cognitive ability; however, there were no differences in simulator performance between groups except that the poststroke drivers demonstrated less variability in driver headway. The application of these results as a prescreening toolbox for poststroke drivers is discussed.

Get a License, Buckle Up, and Slow Down: Risky Driving Patterns Among Saudis

Introduction: Road traffic injuries are the largest cause of loss of disability-adjusted life years for men and women of all ages in the Kingdom of Saudi Arabia, but data on driving habits there are lacking. To inform policymakers on drivers’ abilities and driving habits, we analyzed data from the Saudi Health Interview Survey 2013.Methods: We surveyed a representative sample of 5,235 Saudi males aged 15 years or older on wearing seat belts, exceeding speed limits, and using a handheld cell phone while driving. Male and female respondents were surveyed on wearing seat belts as passengers.Results: Among Saudi males, 71.7% reported having had a driver's license, but more than 43% of unlicensed males drove a vehicle. Among drivers, 86.1% engaged in at least one risky behavior while driving. Older and unlicensed drivers were more likely to take risks while driving. This risk decreased among the more educated, current smokers, and those who are physically active.Up to 94.9% and 98.5% of respondents reported not wearing a seat belt in the front and the back passenger seats, respectively.Discussion: The high burden of road traffic injuries in the Kingdom is not surprising given our findings. Our study calls for aggressive monitoring and enforcement of traffic laws. Awareness and proper education for drivers and their families should be developed jointly by the Ministries of Health, Interior Affairs, and Education and provided through their channels.

Estimating the over-involvement of suspended, revoked, and unlicensed drivers as at-fault drivers in California fatal crashes

Introduction and MethodQuasi-induced exposure analysis was used to estimate annual fatal crash involvement rates for validly licensed, suspended or revoked (S/R), and unlicensed drivers in California from 1987 through 2009 using fatal crash data obtained from the National Highway Traffic Safety Administration's Fatality Analysis Reporting System and crash culpability determinations from the California Highway Patrol's Statewide Integrated Traffic Records System. ResultsAlthough there was some year-to-year fluctuation in the annual estimates, S/R and unlicensed drivers were over-involved as at-fault drivers in fatal crashes during every year of the 23-year time period relative to validly licensed drivers. The fatal crash involvement ratios combined across all years were 0.86 for validly licensed drivers, 2.23 for S/R drivers, and 2.34 for unlicensed drivers. Hence, compared to validly licensed drivers, the odds of being at-fault for a fatal crash were 160% higher for S/R drivers (involvement ratio=2.60) and 173% higher for unlicensed drivers (involvement ratio=2.73). The excess risks of S/R and unlicensed drivers are somewhat lower than estimates found in a prior study using the same technique, but the results nonetheless provide evidence that S/R and unlicensed drivers are much more hazardous on the road than are validly licensed drivers and emphasize the importance of using strong countermeasures—including vehicle impoundment—to reduce their high crash risk. These findings support interventions to help reduce driving among S/R and unlicensed drivers.

Young unlicensed drivers and fatal road traffic crashes in the USA in the past decade. A neglected public health issue

It is unknown whether road traffic crashes (RTCs) involving young unlicensed drivers follow the downward trend of those involving licensed drivers. Our national register-based study from 2000 to 2011 indicates...

Driving Game Playing as a Predictor of Adolescents’ Unlicensed Driving in Flanders

The purpose of the current study is to examine whether adolescents’ playing of racing and drive'em up games predicts unlicensed driving in Flanders. A longitudinal panel survey (2006, 2008) was executed among a sample of 1,104 adolescent boys and girls (17–18 years old at baseline measurement) in the Flemish region of Belgium. Logistic regression analysis was used in order to examine whether driving game playing predicts self-reported unlicensed driving. The analyses indicated that the odds of having engaged in unlicensed driving were nearly two times greater for moderate players (playing once a week or less) compared to those who never play these games. The odds of being an unlicensed driver were nearly four times greater for those playing at least a few times a week (OR = 3.709) compared to non-players. Playing driving games appears to be a better predictor of unlicensed driving than other variables which one would expect to predict this form of risk taking such as gender, school level, sensation seeking and risk perception.

Unlicensed driving and other related health risk behaviors: A study of Montana high school students

PurposeHealth risk behaviors tend to cluster in young people, not least among young drivers. Less is known about the health risk profile of young unlicensed drivers. This study investigates health risk behaviors among young unlicensed drivers compared to both their licensed and driving peers, and their non-driving peers. MethodsHigh school students participating in the Youth Risk Behavior Surveillance System in Montana (US) and age-eligible to have a driver's license were studied (n=5985), categorized according to their self-reported car driving and license practice (licensed driving, unlicensed driving, and non-driving). Ten health risk behaviors, of which four were related to car riding/driving, were considered. Multinomial logistic regression was used to compile sex-specific odds ratios (with 95% confidence intervals) of adopting those behaviors using licensed drivers as a reference and adjusting for age and race/ethnicity. ResultsHealth risk behaviors tended to be more common among unlicensed drivers than other groups, although some behaviors were prevalent in all groups (i.e., alcohol use and lack of seat belt use). As a consequence, for both male and female students, there was a significant association between unlicensed driving and most health risk behaviors, except for being involved in a physical fight and riding with a drinking driver among female students. ConclusionsYoung unlicensed drivers are more likely than licensed drivers to adopt several health risk behaviors both in car driving/riding or otherwise, in particular alcohol use and cigarette smoking. This challenges any simplistic approach as unlicensed driving in youth is not an isolated act suggesting public health and traffic safety initiatives.

Street children and road traffic injuries: a neglected association in prevention strategies in Nigeria

BackgroundThe volume of road traffic and the number of street children are increasing in major towns and cities in Nigeria since 1999.ObjectiveThe objectives include understanding and documentation of the nature...

Fatal crash involvement of unlicensed young drivers: County level differences according to material deprivation and urbanicity in the United States

ObjectivesThis study assessed the association between county level material deprivation and urbanization with fatal road traffic crashes involving young unlicensed drivers in the United States (US). BackgroundRoad traffic crashes have been positively associated with area deprivation and low population density but thus far few studies have been concerned specifically with young drivers, especially those that are unlicensed. MethodsA county material deprivation index was derived from the Townsend Material Deprivation Index, with variables extracted from the US Census (2000). An urbanicity scale was adapted from the US Department of Agriculture's Rural–Urban Continuum Codes (2003). Data on fatal crashes involving a young unlicensed driver during a seven-year period (2000–2006; n=3059) were extracted from the Fatality Analysis Reporting System. The effect of deprivation and urbanicity on the odds of the occurrence of at least one fatal crash at the county level was modeled by conditional and unconditional logistic regression. ResultsThe conditional model found a positive association between material deprivation and a fatal crash involving a young unlicensed driver (OR=1.19, 95% CI 1.17, 1.21). The interaction between urbanicity and material deprivation was negatively associated in suburban counties for fatal crashes (OR=0.92, 95% CI 0.90, 0.95). ConclusionsAn association with material deprivation and the likelihood of a fatal crash involving a young unlicensed driver is a new finding. It can be used to inform specific county-level interventions and promote state licensing policies to provide equity in young people's mobility regardless of where they live.