Research Article
A Behavioral Model of Drivers’ Mean Speed Influenced by Weather Conditions, Road Geometry, and Driver Characteristics Using a Driving Simulator Study
| Variable | Symbol | Definition | Binary value | Frequency (%) | Mean | Standard deviation |
| Age of participants | Age Group 1 | Between 21 and 28 | 1 | 30 | 0.282 | 0.4501 | Age Group 2 | Between 29 and 36 | 1 | 24 | 0.289 | 0.4536 | Age Group 3 | Between 37 and 44 | 1 | 19 | 0.183 | 0.3869 | Age Group 4 | Between 45 and 52 | 1 | 19 | 0.152 | 0.3587 | Age Group 5 | Between 53 and 60 | 1 | 8 | 0.094 | 0.2915 | Gender | Gender | Male | 1 | 57 | 0.578 | 0.4905 | Female | 0 | 43 | Marital status | Marital status | Single | 1 | 32 | 0.320 | 0.4666 | Married | 0 | 68 | Education level | Education 1 | Diploma and lower | 1 | 28 | 0.280 | 0.4491 | Education 2 | Associate degree | 1 | 8.9 | 0.089 | 0.2855 | Education 3 | Bachelor | 1 | 20.7 | 0.207 | 0.4055 | Education 4 | Masters | 1 | 25.7 | 0.257 | 0.4370 | Education 5 | Ph.D. and higher | 1 | 16.6 | 0.166 | 0.3725 | Average duration of daily driving hours | Hour Daily 1 | Under one hour | 1 | 30.2 | 0.302 | 0.4591 | Hour Daily 2 | Between 2 and 4 hours | 1 | 59.9 | 0.599 | 0.4902 | Hour Daily 3 | More than 5 hours | 1 | 9.9 | 0.099 | 0.2994 | Driving experience | Driving Experience 1 | Between 2 and 9 years | 1 | 47.8 | 0.478 | 0.4996 | Driving Experience 2 | Between 10 and 17 years | 1 | 30.8 | 0.308 | 0.4620 | Driving Experience 3 | More than 18 years | 1 | 21.4 | 0.214 | 0.4100 | Average annual kilometer for each participant | AAK 1 | Between 0 and 500 km per year | 1 | 17.3 | 0.173 | 0.3780 | AAK 2 | Between 500 and 1500 km per year | 1 | 20.1 | 0.201 | 0.4005 | AAK 3 | Between 1500 and 3000 km per year | 1 | 32.3 | 0.323 | 0.4678 | AAK 4 | Between 3000 and 5000 km per year | 1 | 13.5 | 0.135 | 0.3415 | AAK 5 | More than 5000 km per year | 1 | 16.9 | 0.169 | 0.3748 | Job title of participants | Job 1 | Housewife | 1 | 18.2 | 0.182 | 0.3856 | Job 2 | Self-employed | 1 | 24.3 | 0.243 | 0.4291 | Job 3 | Employee | 1 | 24.2 | 0.242 | 0.4285 | Job 4 | Professor | 1 | 1.6 | 0.016 | 0.1247 | Job 5 | Doctor | 1 | 4.7 | 0.032 | 0.1749 | Job 6 | Student | 1 | 27 | 0.270 | 0.4441 | Sight Distance | Day and clear weather | Day condition in clear weather | 1 | 16.6 | 0.166 | 0.3728 | Night and clear weather | Night condition in clear weather | 1 | 16.6 | 0.167 | 0.3728 | Day and light fog | Day condition in foggy weather with a vision distance of 250 m | 1 | 16.6 | 0.167 | 0.3728 | Day and heavy fog | Day condition in foggy weather with a vision distance of 50 m | 1 | 16.6 | 0.167 | 0.3728 | Night and light fog | Night condition in foggy weather with a vision distance of 250 m | 1 | 16.6 | 0.167 | 0.3728 | Night and heavy fog | Night condition in foggy weather with a vision distance of 50 m | 1 | 16.6 | 0.167 | 0.3728 | Geometric Design | Segment 1 | Horizontal curve | 1 | 20 | 0.2 | 0.4 | Segment 2 | Tangent | 1 | 20 | 0.2 | 0.4 | Segment 3 | Horizontal and vertical curve | 1 | 20 | 0.2 | 0.4 | Segment 4 | Tangent | 1 | 20 | 0.2 | 0.4 | Segment 5 | Horizontal curve | 1 | 20 | 0.2 | 0.4 |
|
|