The authors thank all those who supported this work, in particular all course-takers and trainers.
MEN | COURSE-TAKERS |
CONTROLS
a
|
p-value
course-takers
vs controls |
||||
n=762 | n=655 | ||||||
Age | n | % | n | % | *** | ||
18-24 years old | 147 | 19 | 64 | 10 | |||
25-34 years old | 228 | 30 | 119 | 18 | |||
35-44 years old | 174 | 23 | 131 | 20 | |||
45-59 years and over | 160 | 21 | 197 | 30 | |||
60 years old or more | 53 | 7 | 146 | 22 | |||
Family situation | *** | ||||||
Single | 297 | 39 | 144 | 22 | |||
Living as part of couple | 391 | 51 | 448 | 69 | |||
Widowed or separated | 71 | 9 | 62 | 9 | |||
Number of brothers and sisters | *** | ||||||
0 | 92 | 12 | 83 | 13 | |||
1-2 | 369 | 48 | 380 | 58 | |||
3 and over | 301 | 40 | 200 | 29 | |||
Educational level | *** | ||||||
Primary. Craft certificate | 353 | 47 | 249 | 39 | |||
Baccalaureate level | 143 | 19 | 108 | 17 | |||
Further educational level | 253 | 34 | 288 | 45 | |||
Occupation | *** | ||||||
Self-employed | 223 | 29 | 96 | 15 | |||
Executive | 123 | 43 | 121 | 18 | |||
Worker employee | 322 | 16 | 235 | 36 | |||
not in work including students | 88 | 12 | 204 | 31 | |||
Occupation among those in work | *** | ||||||
Self-employed | 223 | 33 | 96 | 21 | |||
Executive | 123 | 18 | 121 | 27 | |||
Worker employee | 322 | 48 | 235 | 52 | |||
WOMEN | n=91 | n=506 | |||||
Age | n | % | n | % | *** | ||
18-24 years old | 18 | 20 | 46 | 9 | |||
25-34 years old | 17 | 19 | 94 | 19 | |||
35-44 years old | 27 | 30 | 104 | 21 | |||
45-59 years and over | 20 | 22 | 144 | 29 | |||
60 years old or more | 9 | 10 | 115 | 23 | |||
Family situation | *** | ||||||
Single | 32 | 35 | 93 | 18 | |||
Living as part of couple | 40 | 44 | 319 | 64 | |||
Widowed or separated | 19 | 21 | 90 | 18 | |||
Number of brothers and sisters | ns | ||||||
0 | 12 | 13 | 53 | 10 | |||
1-2 | 48 | 53 | 281 | 56 | |||
3 and over | 31 | 34 | 169 | 34 | |||
Educational level | ns | ||||||
Primary. Craft certificate | 24 | 27 | 189 | 38 | |||
Baccalaureate level | 18 | 20 | 81 | 16 | |||
Further educational level | 48 | 53 | 229 | 46 | |||
Occupation | *** | ||||||
Self-employed | 20 | 22 | 51 | 10.2 | |||
Executive | 22 | 24 | 74 | 14.7 | |||
Worker employee | 29 | 32 | 184 | 36.7 | |||
not in work including students | 19 | 21 | 192 | 38.3 | |||
Occupation among those in work | ** | ||||||
Self-employed | 20 | 28 | 51 | 17 | |||
Executive | 22 | 31 | 74 | 24 | |||
Worker employee | 29 | 41 | 184 | 60 |
a Age-corrected numbers for each gender
ns = non significant (p>.05),* p<.05, **p<.01, ***p<.001
MEN | COURSE-TAKERS n=762 |
CONTROLS
a
n=655 |
p-value
course-takers
vs controls |
||
Annual mileage for personal reasons (1000 km) |
8,7 24,1 34,5 |
6,6 20,8 50,2 |
*** | ||
Not applicable or nonresponses (%) | |||||
Mean | |||||
Standard deviation | |||||
Annual mileage for professional reasons (1000 km) |
*** *** |
||||
Not applicable or nonresponses (%) | 27,7 45,3 50,5 |
50.0 23.0 24.7 |
|||
Mean | |||||
Standard deviation | |||||
Daily time spent on the road per minutes |
** |
||||
Average | 200,0 185,0 60,0 150,0 240,0 |
145,0 165,0 45,0 110,0 180,0 |
|||
Standard deviation | |||||
1st quartile | |||||
Median | |||||
3rd quartile | |||||
WOMEN |
n=91 |
n=506 |
|||
Annual mileage for personal reasons (1000 km) |
26,4 19.9 14.1 |
17,0 17,3 37,4 |
*** *** |
||
Not applicable or nonresponses (%) | |||||
Mean | |||||
Standard deviation | |||||
Annual mileage for professional reasons (1000 km) |
* *** |
||||
Not applicable or nonresponses (%) | 62,6 42,3 38,3 |
73,5 12,2 15,0 |
|||
Mean | |||||
Standard deviation | |||||
Daily time spent on the road per minutes |
*** |
||||
Average | 145,0 165,0 45,0 110,0 180,0 |
60,0 75,0 15,0 45,0 60,0 |
|||
Standard deviation | |||||
1st quartile | |||||
Median | |||||
3rd quartile |
a Age-corrected numbers for each gender
ns = non significant (p>.05), * p<.05, **p<.01, ***p<.001
MEN |
COURSE-TAKERS n=762 n % |
CONTROLS
a
n=655 n % |
p-value course-takers vs controls |
|||
<12 points left on licence | 762 | 100 | 173 | 26 | *** | |
Negative remaining points | 110 | 14 | ||||
Zero remaining points | 83 | 11 | ||||
Between 1 and 3 remaining points | 331 | 44 | ||||
four remaining points ore more | 236 | 31 | 647 | 99 | ||
Already taken more than one course | 64 | 8 | 0 | 0 | *** | |
Third-party insurance | 488 | 65 | 481 | 75 | *** | |
Insurance surcharge | 26 | 3 | 14 | 2 | ns | |
No-claims bonus | 546 | 72 | 526 | 80 | *** | |
Owner of vehicle | 563 | 74 | 545 | 83 | *** | |
Power of vehicle (20 nr) | *** | |||||
low power | 270 | 36 | 268 | 41 | ||
powerful | 389 | 51 | 348 | 53 | ||
very powerful | 98 | 13 | 34 | 5 | ||
Consider they are more at risk of losing their licence than having an accident |
350 |
48 |
132 |
21 |
*** |
|
Most frequently drive | *** | |||||
On my own | 637 | 84 | 451 | 69 | ||
With children | 10 | 1 | 29 | 4 | ||
With partner | 40 | 5 | 128 | 19 | ||
With friends | 36 | 5 | 23 | 4 | ||
Self- evaluation on the road | ns | |||||
More dangerous than others | 15 | 2 | 4 | 1 | ||
Neither more nor less dangerous than others | 561 | 74 | 479 | 74 | ||
Less dangerous than others | 179 | 23 | 167 | 26 | ||
What p roportion of violations do you think result in charges | *** | |||||
1 in 2 | 141 | 18 | 42 | 6 | ||
1 in 10 | 341 | 45 | 230 | 35 | ||
1 in 100 | 207 | 27 | 240 | 37 | ||
1 in 1000 | 53 | 7 | 124 | 19 | ||
Opinion of how frequently other drivers comply with speed limits | ns | |||||
Never/rarely | 161 | 21 | 141 | 22 | ||
Sometimes | 313 | 42 | 242 | 38 | ||
Often | 250 | 33 | 234 | 36 | ||
Very often/always | 26 | 3 | 25 | 4 | ||
Mental representation of vehicle | *** | |||||
Means of transport/material possession- prestige | 527 | 73 | 526 | 84 | ||
Extension of office | 196 | 27 | 103 | 16 | ||
People describe your driving as: | *** | |||||
calm conventional | 515 | 69 | 541 | 82 | ||
sporty | 231 | 31 | 99 | 15 | ||
Accident in the last 5 years | ** | |||||
damage + injury accident | 330 | 43 | 234 | 36 | ||
Number of damage only accidents | *** | |||||
none | 429 | 56 | 420 | 64 | ||
one or two | 276 | 36 | 218 | 33 | ||
three and over | 55 | 7 | 19 | 3 | ||
Personal injury accidents | 90 | 12 | 45 | 7 | *** | |
Close relation involved in an injury accident | 245 | 32 | 160 | 24 | ** | |
Violation score | *** | |||||
0-6 (last quartile of entire sample) | 474 | 62 | 522 | 79 | ||
> 6 | 288 | 38 | 135 | 21 | ||
WOMEN |
n=91 |
n=506 |
||||
<12 points left on licence | 91 | 100 | 55 | 11 | *** | |
Negative remaining points | 6 | 7 | ||||
Zero remaining points | 11 | 12 | ||||
Between 1 and 3 remaining points | 41 | 45 | ||||
four remaining points ore more | 33 | 36 | 501 | 99 | *** | |
Already taken more than one course | 1 | 1 | 0 | 0 | ns | |
Third-party insurance | 58 | 64 | 377 | 77 | ** | |
Insurance surcharge | 2 | 2 | 5 | 1 | ns | |
No- claims bonus | 53 | 58 | 390 | 78 | *** | |
Owner of vehicle | 68 | 75 | 368 | 73 | ns | |
Power of vehicle (20 nr) | ** | |||||
low power | 36 | 40 | 278 | 56 | ||
powerful | 47 | 52 | 200 | 40 | ||
very powerful | 7 | 8 | 18 | 4 | ||
Consider they are more at risk of losing their licence than having an accident | 40 | 45 | 64 | 13 | *** | |
Most frequently drive | *** | |||||
On my own | 71 | 78 | 320 | 64 | ||
With children | 6 | 7 | 89 | 18 | ||
With partner | 3 | 3 | 66 | 13 | ||
With friends | 2 | 2 | 8 | 1 | ||
Self-esteem on the road | ns | |||||
More dangerous than others | 5 | 5 | 8 | 2 | ||
Neither more nor less dangerous than others | 71 | 78 | 385 | 77 | ||
Less dangerous than others | 15 | 16 | 104 | 21 | ||
Proportion of violations which result in charges | *** | |||||
1 in 2 | 18 | 20 | 33 | 7 | ||
1 in 10 | 36 | 39 | 178 | 35 | ||
1 in 100 | 20 | 22 | 201 | 40 | ||
1 in 1000 | 7 | 8 | 56 | 11 | ||
Opinion of how frequently other drivers comply with speed limits | ns | |||||
Never/rarely | 26 | 29 | 132 | 26 | ||
Sometimes | 35 | 39 | 197 | 39 | ||
Often | 25 | 28 | 158 | 32 | ||
Very often/always | 3 | 3 | 12 | 2 | ||
Mental r epresentation of vehicle | *** | |||||
Means of transport/material possession- prestige | 66 | 80 | 460 | 94 | ||
Extension of office | 16 | 20 | 30 | 6 | ||
People describe your driving as: | *** | |||||
calm conventional | 59 | 66 | 441 | 88 | ||
sporty | 30 | 34 | 60 | 12 | ||
At least one a ccident in the last 5 years | ns | |||||
damage + injury accident | 33 | 36 | 154 | 31 | ||
Number of damage only accidents | ns | |||||
none | 64 | 70 | 357 | 71 | ||
one or two | 23 | 25 | 140 | 28 | ||
three and over | 4 | 4 | 6 | 1 | ns | |
At least one personal injury accident (5 years) | 6 | 7 | 19 | 4 | ns | |
Close relation involved in an injury accident | 25 | 28 | 109 | 22 | ns | |
Violation score | *** | |||||
0-6 (last quartile of entire sample) | 62 | 68 | 451 | 90 | ||
> 6 | 29 | 32 | 51 | 10 |
a Age-corrected numbers for each gender
ns = non significant (p>.05), * p<.05, **p<.01, ***p<.001
MEN |
COURSE-TAKERS
n=762 n % |
CONTROLS
a
n=655 n % |
p-value
course-takers
vs controls |
||
Not taking care of their health | 138 | 18 | 100 | 16 | ns |
No annual check up | 414 | 55 | 328 | 51 | ns |
Not smoking | 380 | 50 | 467 | 72 | *** |
Not drinking alcohol and driving | 375 | 50 | 351 | 54 | ns |
Best description of their leisure pursuits | *** | ||||
Never take risks | 113 | 15 | 107 | 17 | |
Willing to take a calculated risk | 489 | 65 | 475 | 74 | |
Like to take risks | 151 | 20 | 62 | 10 | |
Not happy | 108 | 14 | 56 | 8 | ** |
External locus of control | 455 | 62 | 318 | 51 | *** |
WOMEN | n=91 | n=506 | |||
Not taking care of their health | 6 | 7 | 47 | 10 | ns |
No annual check up | 39 | 45 | 268 | 55 | ns |
Not smoking | 55 | 63 | 394 | 78 | *** |
Not drinking alcohol and driving | 56 | 63 | 379 | 76 | ** |
Best description of their leisure pursuits | *** | ||||
Never take risks | 13 | 15 | 153 | 31 | |
Willing to take a calculated risk | 58 | 65 | 317 | 64 | |
Like to take risks | 18 | 20 | 23 | 5 | |
Not happy | 8 | 9 | 36 | 7 | ns |
External locus of control | 55 | 63 | 261 | 54 | ns |
MEN | COURSE-TAKERS n=762 |
CONTROLS
a
n=655 |
p-value course-takers vs controls |
|||
Neuroticism score | n | % | n | % | ||
score > 7 | 523 | 68,7% | 424 | 64,8% | ns | |
Average | 10,0 4,7 6,0 10,0 13,0 |
9,5 4,6 6,0 9,0 13,0 |
* | |||
Standard deviation | ||||||
1st quartile | ||||||
Median | ||||||
3rd quartile | ||||||
Lying score | ||||||
score > 4 | 94 | 12,4 | 67 | 10,3 | ns | |
Average | 2,6 1,6 1,0 2,0 4,0 |
2,6 1,6 1,0 3,0 4,0 |
ns | |||
Standard deviation | ||||||
1st quartile | ||||||
Median | ||||||
3rd quartile | ||||||
Extroversion score | ||||||
score > 7 | 728 | 95,6 | 601 | 91,8 | *** | |
Average | 13,5 3,7 11,0 14,0 16,0 |
13,1 3,8 11,0 13,0 16,0 |
* | |||
Standard deviation | ||||||
1st quartile | ||||||
Median | ||||||
3rd quartile |
WOMEN | n=91 | n= 506 | |||
Neuroticism score | n | n | |||
score > 7 | 66 | 72,2 | 386 | 76,2 | ns |
Average | 10.3 4,2 7,0 10,0 13,0 |
10.8 4,2 8,0 11,0 14,0 |
ns | ||
Standard deviation | |||||
1st quartile | |||||
Median | |||||
3rd quartile | |||||
Lying score | |||||
score > 4 | 12 | 13,3 | 89 | 17,6 | ns |
Average | 2,7 1,5 2,0 2,5 4,0 |
2,9 1,6 2,0 3,0 4,0 |
ns | ||
Standard deviation | |||||
1st quartile | |||||
Median | |||||
3rd quartile | |||||
Extroversion score | |||||
score > 7 | 87 | 95,6 | 482 | 95,2 | ns |
Average | 13,6 3,6 12,0 14,0 16,0 |
12,8 3,4 9,0 11,0 13,0 |
ns | ||
Standard deviation | |||||
1st quartile | |||||
Median | |||||
3rd quartile |
MEN | WOMEN | ||||||||
OR* | IC 95% | p-value | OR* | IC 95% | p-value | ||||
Age | <.0001 | ||||||||
60 years and over | 1 | ||||||||
45-59 years old | 0.43 | 0.24-0.78 | |||||||
35-44 years old | 0.77 | 0.42-1.41 | |||||||
25-34 years old | 1.3 | 0.72-2.35 | |||||||
18-24 years old | 2.55 | 1.40-4.66 | |||||||
Occupation | <.0001 | ||||||||
Self-employed | 5.48 | 3.21-9.32 | |||||||
Executives | 3.27 | 1.90-5.62 | |||||||
Worker employee | 2.25 | 1.41-3.58 | |||||||
Not in work | 1 | ||||||||
Number of brothers and sisters | |||||||||
0 | 1.66 | 1.06-2.61 | .0002 | ||||||
1-2 | 1 | ||||||||
3 and over | 1.86 | 1.37-2.51 | |||||||
Daily time spent on the road per minutes | <.0001 | ||||||||
< 30 | 1 | 1 | |||||||
< 60 | 0.76 | 0.48-1.22 | <.0001 | 0.75 | 0.32-1.75 | ||||
< 90 | 0.63 | 0.35-1.14 | 0.99 | 0.31-3.18 | |||||
>= 90 | 2.34 | 1.51-3.62 | 3.93 | 1.75-8.84 | |||||
Most frequently drive | .03 | ||||||||
Children | 1 | 1 | |||||||
Partner | 1.43 | 0.52-3.95 | 0.62 | 0.12-3.24 | |||||
Friends | 2.8 | 0.91-8.56 | 3.6 | 0.29-43.66 | |||||
On my own | 2.9 | 1.15-7.30 | 2.95 | 1.06-8.18 | |||||
Consider they are more at risk of losing their licence than having an accident | <.0001 | ||||||||
Having an accident | 1 | <.0001 | 1 | ||||||
Losing one’s licence | 2.47 | 1.84-3.30 | 3.47 | 1.89-6.38 | |||||
Proportion of violations they think result in charges | |||||||||
1 to 1 000 | 1 | <.0001 | |||||||
1 to 100 | 1.74 | 1.11-2.74 | |||||||
1 to 10 | 3.1 | 1.99-4.82 | |||||||
1 to 2 | 6.87 | 3.85-12.25 | |||||||
Mental representation of vehicle | .006 | ||||||||
Means of transport and other | |
1 | |||||||
Extension of office | 3.08 | 1.37-6.90 | |||||||
Best describes their leisure pursuits | .02 | ||||||||
Never take risks | 1 | ||||||||
Willing to take risks | 1.25 | 0.60-2.59 | |||||||
Enjoy taking risks | 3.86 | 1.38-10.78 | |||||||
Smoking | |||||||||
Yes | 1.57 | 1.18-2.08 | .002 | ||||||
No | 1 |
*also taking into account:
For both genders Age, occupation, family situation, insurance surcharge, power of vehicle, consider they are more at risk of losing their licence than having an accident, daily time spent on the road, mental representation of their vehicle, damage and injury accident, smoking, leisure pursuits, violation score, who do they transport the most frequently, ratio charges/ violation
For men :Insurance type, owner of vehicle, close relation involved in an injury accident, happiness, number of brothers and sisters, have been returned from a school.
For women : Style of driving, drinking alcohol and driving.