Literature DB >> 27140214

Prevalence and risk factors of alcohol and substance abuse among motorcycle drivers in Fars province, Iran.

Seyed Taghi Heydari1, Mehrdad Vossoughi, Armin Akbarzadeh, Kamran B Lankarani, Yaser Sarikhani, Kazem Javanmardi, Ali Akbary, Maryam Akbari, Mojtaba Mahmoodi, Mohammad Khabaz Shirazi, Reza Tabrizi.   

Abstract

PURPOSE: The aim of this present study is to investigate the prevalence of alcohol and substance abuse (ASA) and its relationship with other risky driving behaviors among motorcycle drivers.
METHODS: This is a cross sectional study which is performed at Shiraz city of Iran. Data from motorcycle drivers were collected using a standard questionnaire in eight major streets at different times of the day. The data includes consumption of alcohol and other substances two hours before driving and some of the risky behaviors during driving.
RESULTS: A total of 414 drivers with a mean ± SD age of (27.0 ± 9.3) years participated in the study. Alcohol or substance consumptions two hours before driving was significantly associated with risky driving behaviors such as using mobile phone during driving, poor maneuvering, and driving over the speed limit (both p < 0.001). It was also associated with carelessness about safety such as driving with technical defects (p < 0.001) and not wearing a crash helmet (p=0.008).
CONCLUSION: Screening for alcohol and substance consumption among motorcycle drivers is an efficient way to identify drivers that are at a greater risk for road traffic accidents.

Entities:  

Mesh:

Year:  2016        PMID: 27140214      PMCID: PMC4897829          DOI: 10.1016/j.cjtee.2015.12.006

Source DB:  PubMed          Journal:  Chin J Traumatol        ISSN: 1008-1275


Introduction

A road traffic accident (RTA) is a serious public health problem in the world. It is estimated that 1.24 million human lives are lost annually worldwide, and it is projected to increase up to 65% over the next 20 years. It is predicted that road traffic accidents will rise enough to become among the five leading causes of mortality by 2030. Iran is among the countries with the highest rate of RTA causing high mortality and morbidity. During the past two past decades the health burden of traffic accidents in Iran increased by sixty percent. According to World Health Organization (WHO) reports on traffic accidents in 2009, the RTA death rate per one hundred thousand people was 31.1 in Iran, while the average was 18.8 in the rest of world. Although the number of motorcycle drivers is less than car drivers in Iran, a major part of mortality and morbidity belongs to motorcycle drivers especially in rural areas.5, 6 Motorcycle accidents are the most common cause of injuries, accounting for 49.1% of all trauma cases each year worldwide. The risk of morbidity and mortality is approximately ten times more than users of four-wheeled vehicles. Thus WHO has classified motorcyclists as a group with a high risk of injuries. Different risk factors for incidence of RTA have been identified. Two main factors that increase the risk of RTA in drivers are alcohol and substance abuse (ASA). A large proportion of road traffic crashes are related to driving under the influence (DUI) of alcohol or drugs. The risk of accidents can increase with ASA by impairing the driver's awareness and problem solving skills. Furthermore, drivers who are under the influence of substances or alcohol do not consider the consequences of their behaviors and actions on others. These can increase the risk of being involved in or causing an accident.10, 11 Statistics demonstrated that this matter is more remarkable among fatally injured victims of RTA. Also some studies indicated that ASA among fatally injured motorcyclists is significantly associated with risky driver behavior such as not wearing a motorcycle helmet. It seems that a large portion of RTAs would be preventable if more efficient limitations against driving after intake of substances or alcohol could be applied. The permanent monitoring of all drivers for this risk factor is not cost-effective and also not applicable in some settings. Thus there is a need to identify high risk drives for ASA in order to design a more effective monitoring system. Most studies have investigated the prevalence of ASA in drivers who experienced RTA15, 16, 17 and in the general population of drivers18, 19; no study focused on this issue among motorcyclists in Iran. Some former studies on motorcycle drivers suggested further research in order to determine the best predictors of motorcyclists' risky behaviors. The aim of the present study is to investigate the prevalence of ASA among motorcycle drivers and its associated RTA factors in Fars province of Iran.

Materials and methods

This cross-sectional study was conducted in Shiraz, capital of Fars province, Iran. Shiraz is the fifth largest city of Iran and located in southwest of the country with a population of about 1,700,000 people in 2011 according to the Statistical Center of Iran. A total of 414 motorcyclists participated in this study. All motorcycle drivers were selected randomly based on their presence in a particular area of the city at specific times. The goals of study were explained to the drivers who were asked to fill out the questionnaire after giving their written informed consent in the space provided in the questionnaire. Data from motorcycle drivers were collected using a standard questionnaire in eight major streets at different times of the day. The questionnaire was designed by university faculty members, experts from the traffic and transportation organization and the traffic police. The first part of the questionnaire contained baseline characteristics including age, marital status, living location (city or rural areas), education level, income level, having driving license and type of motor. Also this part included information about wearing a crash helmet in the past three months, reasons for riding a motorcycle, RTA in the past year, driving motorcycle with a technical defect, strange maneuvering, using a mobile phone while driving and speeding over the limit. In the second part of the questionnaire, motorcycle drivers were asked for substance usage (cigarettes, alcohol, opium, heroin, water pipe, cannabis, Lysergic acid diethylamide (LSD), crystal meth, and hypnotic drugs). Also the frequency of substance usage was recorded and categorized as occasional (less than one times consumption per week for narcotics and alcohol) and continual (more than one times consumption per week for narcotics and alcohol) use. Moreover, the drivers' use of narcotics or alcohol was less than two hours before driving.

Statistical analysis

Statistical Package for the Social Sciences Version 15.0 (SPSS Inc., Chicago, IL, USA) was used to analyze the data. Frequency (%) and mean ± standard deviation were used as descriptive indices. Chi-square test, odds ratio (OR) and corresponding confidence interval (95% CI) were used to assess the relationships between independent variables and consumption of narcotics and alcohol less than two hours before driving as dependent variable. p-values less than 0.05 are considered statistically significant.

Results

A total of 414 motorcyclists participated in the study. All participants were males, 16–64 years of age with mean age of (27.0 ± 9.3) years. The prevalence of drivers who used alcohol, opium, and cannabis was 150 (36.2%), 29 (7.0%) and 15 (3.6%) respectively (Table 1).
Table 1

Prevalence of substance abuse among motorcycle drivers (n = 414).

The prevalence of narcotics and alcohol usage less than two hours before driving was 64 (15.5%). A crash helmet was worn by 137 (33.1%) motorcycle drivers always or most of the time. Only 129 (31.2%) drivers had a valid driver license with 33 (8.0%) of the drivers being under 18 years of age, the minimum legal age for getting a drivers license in Iran. Table 2 shows the association of baseline driving-related variables with consumption of narcotics and alcohol less than two hours before driving. The results indicated that drivers who used a motorcycle more than 3 times per week (OR = 1.90, 95% CI:1.30–2.78) had a greater rate of narcotics and alcohol consumption less than two hours before driving than those who use it less than or equal to 3 times per week. Using a mobile phone during driving (OR = 3.82, 95% CI: 2.09–6.98), maneuvering while driving (OR = 4.70, 95% CI: 2.62–8.43), speeding over the limit (OR = 3.28, 95% CI: 1.81–5.94), not holding a valid driver license (OR = 2.45, 95% CI:1.23–4.87), RTA in past year (OR = 1.99, 95% CI:1.16–3.41), driving with technical defect (OR = 2.74, 95% CI: 1.57–4.76), using the motorcycle for recreation (OR = 2.51, 95% CI: 1.33–4.76), and not wearing a crash helmet (OR = 2.41, 95% CI: 1.24–4.68) was associated with a higher likelihood that the driver would consume narcotics and alcohol less than two hours before driving (Table 2).
Table 2

Association of demographic and driving-related variables with consumption of narcotics and alcohol less than two hours before driving among motorcyclist.

VariablesNarcotics or alcohol consumption less than two hours before driving
p-valueOR (%95 CI)
No(n,%)Yes(n, %)
Age (years)<128 (48.8)5 (15.2)0.7890.71 (0.19–2.64)
18–24139 (82.7)29 (17.3)0.83 (0.31–2.22)
25–34129 (87.2)19 (12.8)0.59 (0.21–1.63)
35–4430 (85.7)5 (14.3)0.67 (0.18–2.45)
>4524 (80.0)6 (20.0)1
Marital statusSingle205 (83.3)41 (16.7)0.4111.26 (0.72–2.19)
Married145 (86.3)23 (13.7)1
EducationUnder diploma167 (81.9)37 (18.1)0.3201.38 (0.63–3.03)
High school diploma127 (87.6)18 (12.4)0.88 (0.37–2.08)
University56 (86.2)9 (13.8)1
Living locationShiraz322 (85.2)56 (14.8)0.2401
Other28 (77.8)8 (22.2)0.61 (0.26–1.40)
Salary (×10,000 Rls)≤500255 (84.7)46 (15.3)0.8710.95 (0.53–1.72)
>50095 (84.1)18 (15.9)1
Usage times (per week)≤3120 (91.6)11 (8.4)0.0071
>3230 (81.3)53 (18.7)1.90 (1.30–2.78)
Type of motor<125 cc329 (85.2)57 (14.8)0.1481
>125 cc21 (75.0)7 (25.0)1.92 (0.78–4.73)
Using mobile phone during drivingNo196 (92.5)16 (7.5)<0.0011
Yes154 (76.2)48 (23.8)3.82 (2.09–6.98)
Maneuvering while drivingNo303 (89.1)37 (10.9)<0.0011
Yes47 (63.5)27 (36.5)4.70 (2.62–8.43)
Speeding over the limitNo190 (91.8)17 (8.2)<0.0011
Yes160 (77.3)47 (22.7)3.28 (1.81–5.94)
Usage reasonNon-recreational306 (86.7)47 (13.3)0.0041
Recreational44 (72.1)17 (27.9)2.51 (1.33–4.76)
Valid driver licenseNo232 (81.4)53 (18.6)0.0082.45 (1.23–4.87)
Yes118 (91.5)11 (8.5)1
RTA in past yearNo218 (88.3)29 (11.7)0.0111
Yes132 (79.0)35 (21.0)1.99 (1.16–3.41)
Driving with technical defectNo212 (90.2)23 (9.8)<0.0011
Yes138 (77.1)41 (22.9)2.74 (1.57–4.76)
Wearing safety helmetNo225 (81.2)52 (18.8)0.0082.41 (1.24–4.68)
Yes125 (91.2)12 (8.8)1

Abbreviations in alphabetic order: OR = odds ratio; Rls = Iranian Rials; RTA = road traffic accident.

Alcohol consumption in younger drivers was significantly more than other drivers. Motorcycle drivers who were 25 years old had almost 7 times more alcohol consumption than drivers who were 45 years or older (p = 0.001). Also drivers who were not married were more likely to consume alcohol than married (p = 0.001). Using a mobile phone during driving, maneuvering while driving, speeding over the limit, not holding a valid driver license, driving with a technical defect, recreational motorcycle use, and not using a crash helmet were associated with a higher likelihood of alcohol consumption by the driver (Table 3). Table 4 shows the association of demographic and driving-related variables with consumption of narcotics among motorcyclists.
Table 3

Association of demographic and driving related variables with consumption of alcohol among motorcyclist.

VariablesAlcohol consumption
p-valueOR (95% CI)
No(n,%)Yes(n,%)
Age (year)<1818 (54.5)15 (45.5)0.0017.50 (1.90–29.7)
18–2494 (56.0)74 (44.0)7.08 (2.07–24.27)
25–3498 (66.2)50 (33.8)4.59 (1.33–15.88)
35–4427 (77.1)8 (22.9)2.67 (0.64–11.14)
>4527 (90.0)3 (10.0)1
Marital statusSingle141 (57.3)105 (42.7)0.0012.03 (1.33–3.11)
Married123 (73.2)45 (26.8)1
EducationUnder diploma126 (61.8)78 (38.2)0.0440.77 (0.44–1.35)
High school diploma102 (70.3)43 (29.7)0.52 (0.59–0.96)
University36 (55.4)29 (44.6)1
Living locationShiraz239 (63.2)139 (36.8)0.4581.32 (0.63–2.77)
Other25 (69.4)11 (30.6)1
Salary (×10,000 Rls)≤500193 (64.1)108 (35.9)0.8081
>50071 (62.8)42 (37.2)1.05 (0.68–1.67)
Usage times (per week)≤389 (67.9)42 (32.1)0.2301
>3175 (61.8)108 (38.2)1.32 (0.85–2.04)
Type of motor<125 cc244 (63.2)142 (36.8)0.3821
>125 cc20 (71.4)8 (28.6)1.45 (0.63–3.45)
Using mobile phone during drivingNo161 (74.9)51 (24.1)<0.0011
Yes103 (51.0)99 (49.0)3.03 (2.00–4.61)
Maneuvering while drivingNo229 (67.4)111 (32.6)0.0011
Yes35 (47.3)39 (52.7)2.30 (1.38–3.83)
Speeding over the limitNo156 (75.4)51 (24.6)<0.0011
Yes108 (52.2)99 (47.8)2.80 (1.85–4.3)
Usage reasonNon-recreational233 (66.0)120 (34.0)0.0241
Recreational31 (50.8)30 (49.2)1.88 (1.09–3.25)
Valid driver licenseNo170 (59.6)115 (40.4)0.0101.82 (1.15–2.86)
Yes94 (72.9)35 (27.1)1
RTA in past yearNo99 (59.3)68 (40.7)0.1181
Yes165 (66.8)82 (33.2)1.38 (0.92–2.08)
Driving with technical defectNo175 (74.5)60 (25.5)<0.0011
Yes89 (49.7)90 (50.3)2.95 (1.95–4.64)
Wearing safety helmetNo160 (57.8)117 (42.2)<0.0012.30 (1.46–3.65)
Yes104 (75.9)33 (24.1)1

Abbreviations in alphabetic order: OR = odds ratio; Rls = Iranian rials; RTA = road traffic accident.

Table 4

Association of demographic and driving related variables with consumption of narcotics among motorcyclist.

VariablesNarcotics consumption
p-valueOR (95% CI)
No(n,%)Yes(n,%)
Age (year)<1829 (87.9)4 (12.1)0.7160.45 (0.12–1.74)
18–24143 (85.1)25 (14.9)0.57 (0.22–1.48)
25–34121 (81.8)27 (18.2)0.73 (0.29–1.88)
35–4429 (82.9)6 (17.1)0.68 (0.20–2.3)
>4523 (76.7)7 (23.3)1
Marital statusSingle211 (85.8)35 (14.2)0.1070.65 (0.39–1.10)
Married134 (79.8)34 (20.2)1
EducationUnder diploma162 (79.4)42 (20.6)0.042.15 (0.91–5.05)
High school diploma125 (86.2)20 (13.8)1.33 (0.53–3.31)
University58 (89.2)7 (10.8)1
Living locationShiraz316 (83.6)62 (16.4)0.6400.81 (0.34–1.94)
Other29 (80.6)7 (19.4)1
Salary (×10,000 Rls)≤500248 (82.4)53 (17.6)0.4031.30 (0.70–2.38)
>50097 (85.8)16 (14.2)1
Usage times (per week)≤3111 (84.7)20 (15.3)0.6031.16 (0.66–2.05)
>3234 (82.7)49 (17.3)1
Type of motor<125 cc325 (84.2)61 (15.8)0.0801
>125 cc20 (71.4)8 (28.6)2.13 (0.90–5.06)
Using mobile phone during drivingNo181 (85.4)31 (14.6)0.2541
Yes164 (81.2)38 (18.8)1.35 (0.8–2.30)
Maneuvering while drivingNo291 (85.6)49 (14.4)0.0091
Yes54 (73.0)20 (27.0)2.20 (1.21–3.99)
Speeding over the limitNo178 (86.0)29 (14.0)0.1481
Yes167 (80.7)40 (19.3)1.47 (0.87–2.48)
Usage reasonNon-recreational296 (83.9)57 (16.1)0.4641
Recreational49 (80.3)12 (19.7)1.27 (1.64–2.54)
Valid driver licenseNo239 (83.9)46 (16.1)0.6691.28 (0.65–1.95)
Yes106 (82.2)23 (17.8)1
RTA in past yearNo130 (77.8)37 (22.2)0.0151
Yes215 (87.0)32 (13.0)1.91 (1.14–3.22)
Driving with technical defectNo206 (87.7)29 (12.3)0.0081
Yes139 (77.7)40 (22.3)2.04 (1.21–3.45)
Wearing safety helmetNo223 (80.5)54 (19.5)0.0241.97 (1.07–3.64)
Yes122 (89.1)15 (10.9)1

Abbreviations in alphabetic order: OR = odds ratio; Rls = Iranian rials; RTA = road traffic accident.

Pleasure of substance usage was the most important reason for using narcotics and alcohol consumption less than two hours before driving in 35 (8.5%) motorcycle drivers. Additional reasons for using narcotics and alcohol less than two hours before driving included boosting emotional effects of drug abuse by motorcycle driving (n = 32, 7.7%), habitual usage due to addiction (n = 15, 3.6%), perception of further skill and more self-confidence (n = 9, 2.2%) and other reasons (n = 7, 1.5%).

Discussion

The aim of present study is to investigate the prevalence of ASA among motorcycle drivers and its relationship with other risky driving behaviors. The results indicate that the prevalence of ASA is high among motorcycle drivers and it is associated with other risky behaviors. Previous studies indicated that approximately one quarter of mortalities from traffic accidents in Fars province (24.4%) and Iran (23%) were involved in motorcycle drivers. This high rate of mortality has a great burden on society because a majority of the victims are young, between 15 and 35 years old. In addition to the high rate of mortality, the morbidity of motorcycle drivers from traffic accidents are considerably higher when compared to car drivers. This is because not only the safety of the motorcycles are lower than cars, but also many motorcycle drivers do not wear crash helmets7, 22 despite the fact that the risk of fatality from a crash is increased among motorcycle drivers who do not wear a crash helmet. Different factors are associated with wearing a crash helmet by motorcycle drivers. Drugs and alcohol consumption have an inverse correlation with crash helmet-wearing. The WHO report on alcohol consumption in 2014 reveals that the prevalence of alcohol abuse disorders among the general population in Iran is only 0.6%. However, this prevalence is much higher (36.2%) among motorcycle drivers according to the result of our study. Although there has been no prior study on drugs and alcohol consumption among motorcycle drivers in Iran, previous investigations showed high rates of alcohol consumption (8.6%, 12%) among injured and fatally injured drivers.15, 26 In a study conducted in Vietnam, 44.9% of respondents reported drinking and driving. Salako et al reported that 62.7% of commercial motorcyclists in Nigeria take alcohol during work hours. In the United States, a report by National Highway Transportation Safety Administration (NHTSA) stated that approximately 40% of all traffic fatalities were alcohol-related. Study of Wei-Shin et al conducted in Taiwan revealed that death ratio among motorcycle drivers who consumed alcohol (109.6) is significantly higher than drivers who did not consume alcohol (42.9). Also a meta-analysis completed by Taylor et al indicated that the odds ratio of fatal accidents increased by 1.74 for every 0.02% increase in blood alcohol concentration of motorcyclists. Also many studies showed a significant relationship between drug abuse and fatal traffic accidents especially among motorcycle drivers.31, 32 The estimated prevalence of substance abuse disorders in Iran according to the WHO report in 2007 was 3.32% for men and 0.55% for women. The prevalence of substance abuse for motorcycle drivers was 16.4% in our study and from 8.9% to 25.0% in others similar to ours.15, 26, 34, 35 Thus, the prevalence of ASA is remarkably higher in motorcycle drivers compared to the normal population. This higher prevalence could be due to the lower than average socio-economical class of motorcycle drivers.36, 37 Motorcycle driving is more popular among the lower class because of its lower costs. Although we tried to choose our participants randomly, most of the participants had not attained a high school diploma and had a low income. More ASA among this group may be a way to seek relief from the socio-economical stresses they encounter.39, 40 Previous investigations have indicated ASA as a risk factor for RTAs. Alcohol consumption and abusing drugs with sedative properties put drivers at a higher risk of RTA by reducing their alertness and reaction time. Also Amphetamines can increase the self-confidence of the drivers and make them vulnerable to more risky driving behaviors.10, 11 According to the result, shown in Table 2, ASA has an association with other risk factors of RTA. It is indicated that ASA less than two hours before driving is significantly associated with other risky driving behaviors such as driving over the speed limit (OR = 3.28), maneuvering (OR = 4.70), and using mobile phone during driving (OR = 3.82). Also, ASA was associated with carelessness of the drivers about safety issues such as driving without wearing a crash helmet (OR = 2.41) or driving with a technical defect in their vehicles (OR = 2.74). Thus, ASA is not independent from other risky driving behaviors. It seems that a remarkable proportion of RTAs would be preventable if more efficient restrictions against driving after intake of substances or alcohol could be applied. A comprehensive driving under the influence (DUI) law could help many countries to reduce morbidities and mortalities caused by impaired driving especially among the motorcycle drivers. Alcohol usage has a considerable prevalence among the motorcycle drivers in the Fars population. Alcohol usage among motorcycle drivers is associated with many factors. This study shows that drivers in the lower age groups, drivers who were single, drivers who had education at university, drivers who used their mobile phones during driving, drivers who were maneuvering during the driving, drivers who were speeding over the limit, drivers who had a driving license, drivers who were driving with motorcycle technical defects, drivers who were not wearing a crash helmet, and those who did not have a driving license had the greatest risk of alcohol usage before driving. Although many of the aforementioned risk factors of alcohol usage among motorcyclists are proven by other studies,42, 43, 44 but increased risk of alcohol usage among the drivers with education at university level is a noteworthy matter that should be researched more and supported by other studies. Prevalence of narcotics abuse before motorcycle driving was less than cigarettes, hookah, and alcohol usage among Fars motorcyclists. Nevertheless, given the damaging psychological effects of narcotics and increased risk of accidents after narcotics usage, determining risk factors of narcotics abuse among motorcycle drivers is an important stage for implementing preventive strategies. This study indicated that narcotics usage among motorcyclists of Fars province is associated with lower education level, maneuvering while driving, driving with motorcycle technical defects, and not using a crash helmet. It seems that alcohol and narcotics usage among motorcycle drivers in Fars province of Iran is directly associated with sociocultural determinants. Promoting a culture of driving in the context of educational programs and social marketing initiatives could be helpful for the Iranian population. A simple oral fluid can be used for detecting both drug and alcohol consumption. Studies have reported a successful experience of screening drivers by analysis of their saliva which is easy and non-invasive45, 46 although costs and benefits of any predictive program should be taken into the consideration. The goal of this study was explained to the participants and they were assured that their information would remain confidential. However, the prevalence of ASA could be underestimated because of social stigmatization and legal restrictions. Furthermore, in spite of similar results in studies from different countries, the results could vary in other settings due to socio-cultural differences. In conclusion, it seems that ASA as a risk factor for RTAs has overlap and association with other risky driving behaviors among motorcycle drivers. Thus, it is suggested to screen motorcycle drivers for substance and alcohol abuse in order to identify motorcycle drivers at a higher risk of RTA more efficiently while taking the cost-effectiveness of any ASA assessment program into consideration.
  40 in total

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Journal:  Accid Anal Prev       Date:  2011-05-28

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Authors:  Hallvard Gjerde; Per T Normann; Asbjørg S Christophersen; Sven Ove Samuelsen; Jørg Mørland
Journal:  Accid Anal Prev       Date:  2011-01-21

7.  Epidemiological characteristics of fatal traffic accidents in Fars province, Iran: a community-based survey.

Authors:  S T Heydari; A Hoseinzadeh; F Ghaffarpasand; A Hedjazi; M Zarenezhad; G Moafian; M R Aghabeigi; A Foroutan; Y Sarikhani; P Peymani; S M Ahmadi; H Joulaei; M Dehghankhalili; K B Lankarani
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10.  Trends of fatal road traffic injuries in Iran (2004-2011).

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Authors:  Reza Tabrizi; Mahmood Moosazadeh; Alireza Razzaghi; Maryam Akbari; Seyed Taghi Heydari; Seyed Habibollah Kavari; Arash Mani; Maryam Kazemi; Kamran Bagheri Lankarani
Journal:  J Inj Violence Res       Date:  2018-01-22

5.  Social Differences in the Prevalence of Road Traffic Injuries among Pedestrians, and Vehicle and Motorcycle Users in Iran: Results of a National Multiple Indicator Demographic and Health Survey (IrMIDHS, 2010).

Authors:  Payam Roshanfekr; Hossein Malek Afzali Ardakani; Homeira Sajjadi; Mohammad-Reza Khodaei-Ardakani
Journal:  Int J Prev Med       Date:  2019-06-07

6.  The effect of lowering the legal blood alcohol concentration limit on driving under the influence (DUI) in southern Taiwan: a cross-sectional retrospective analysis.

Authors:  Yu-Chin Tsai; Shao-Chun Wu; Jin-Fu Huang; Spencer C H Kuo; Cheng-Shyuan Rau; Peng-Chen Chien; Hsiao-Yun Hsieh; Ching-Hua Hsieh
Journal:  BMJ Open       Date:  2019-04-20       Impact factor: 2.692

7.  Prevalence and Factors Associated with Driving Under the Influence of Alcohol in Brazil: An Analysis by Macroregion.

Authors:  Rafael Alves Guimarães; Otaliba Libânio Morais Neto
Journal:  Int J Environ Res Public Health       Date:  2020-01-25       Impact factor: 3.390

8.  Psychoactive Substance Use and Its Associated Factors among Truck Drivers in Ethiopia.

Authors:  Tewodros Yosef; Dawit Getachew; Biruk Bogale; Wondimagegn Wondimu; Nigusie Shifera; Yilkal Negesse; Ameha Zewudie; Wondwossen Niguse; Aragaw Tesfaw; Hadgu Gerensea
Journal:  Biomed Res Int       Date:  2021-02-09       Impact factor: 3.411

Review 9.  A Comprehensive Review on the Behaviour of Motorcyclists: Motivations, Issues, Challenges, Substantial Analysis and Recommendations.

Authors:  Sarah Najm Abdulwahid; Moamin A Mahmoud; Bilal Bahaa Zaidan; Abdullah Hussein Alamoodi; Salem Garfan; Mohammed Talal; Aws Alaa Zaidan
Journal:  Int J Environ Res Public Health       Date:  2022-03-17       Impact factor: 3.390

  9 in total

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