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Hazard anticipation of young novice drivers - SWOV

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fixations on the area within the timeframe and the total duration <strong>of</strong> the<br />

fixations, were included in the database for analyses.<br />

Independent <strong>of</strong> each other two experimenters listened to the sound<br />

recordings <strong>of</strong> the participants (what they said while they watched the video<br />

clips and their spoken answers to the questions directly after each video clip)<br />

and scored if participants had recognized the latent hazard or not. The two<br />

experimenters were blind to the participants' condition. The interrater<br />

reliability was substantial, K = .77 p < .001. In the few cases the experimenters<br />

differed, the experimenters listened to the recordings together and came to a<br />

consensus.<br />

The risk assessment and action selection task<br />

With the aid <strong>of</strong> two experts <strong>of</strong> CBR, the AOIs <strong>of</strong> each <strong>of</strong> the twenty-five<br />

photographs were determined. An area was considered to be an AOI when it<br />

provided information with regard to the decision to brake, release throttle or<br />

do nothing. These areas were the imminent hazards (if there were imminent<br />

hazards in a photograph) and the latent hazards if present (both covert latent<br />

and overt latent). An area in a photograph was an AOI <strong>of</strong> a covert latent<br />

hazard when it was the area from where possible road users on collision<br />

course could appear. The cause why this possible road user was invisible<br />

(e.g. a parked car) was not part <strong>of</strong> the AOI <strong>of</strong> a cover hazard. Two AOIs<br />

where the same on each photograph: the rear-view mirror and the<br />

speedometer. Included in the database were the number <strong>of</strong> fixations on AOIs<br />

and the total time <strong>of</strong> the fixation durations in the AOIs.<br />

For each participant a total risk score was calculated. If a response on a<br />

photograph was correct, the score was 0. If the response was 'release throttle'<br />

and the correct response was 'brake' and if the response was 'do nothing' and<br />

the correct response was 'release throttle', the score was 1. If the response<br />

was 'do nothing' and the correct response was 'brake', the score was 2. If the<br />

response was 'brake' and the correct response was 'release throttle' and if the<br />

response was 'release throttle' and the correct response was 'do nothing', the<br />

score was -1. If the response was 'brake' and the correct response was 'do<br />

nothing', the score was -2. For each participant the scores on the twenty-five<br />

items then were totalled. A final score > 0 meant that action selection was too<br />

risky and a final score < 0 meant action selection was too cautious compared<br />

to the scores <strong>of</strong> the forum <strong>of</strong> fifteen experts.<br />

Design and analysis<br />

The independent variables were group (<strong>young</strong> learner <strong>drivers</strong>, older learner<br />

<strong>drivers</strong> and the experienced <strong>drivers</strong>), type <strong>of</strong> task (hazard detection and<br />

144

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