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Hazard anticipation of young novice drivers - SWOV

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4.2.3. Procedure<br />

On arrival, the experimenter explained to participants orally what the study<br />

in general was about (but not the hypotheses) and what they were going to<br />

do. Thereafter participants completed the questionnaire. The questionnaire<br />

also contained general information about the study. Participants then were<br />

seated in front <strong>of</strong> the monitor <strong>of</strong> the eye tracker and the eye tracker was<br />

calibrated to the eyes <strong>of</strong> the participant. This lasted no longer than one<br />

minute. Afterward, participants started either with the hazard detection and<br />

recognition task (the video clips) or the risk assessment and action selection<br />

task (the photographs). The order <strong>of</strong> these two tasks was counter balanced<br />

across participants. However, the order <strong>of</strong> the videos and the photographs<br />

within each task were fixed. With the s<strong>of</strong>tware <strong>of</strong> the eye tracker no interim<br />

changes <strong>of</strong> the order within a task could be made. After these two tasks,<br />

participants did the visual perception test (the MVPT-3). This test was<br />

always completed at the end <strong>of</strong> the test session as this test did not require the<br />

use <strong>of</strong> an eye tracker. Finally, participants were paid for their participation.<br />

The total duration <strong>of</strong> a test session was approximately one hour.<br />

4.2.4. Data processing and design<br />

The hazard detection and recognition task<br />

With the aid <strong>of</strong> two experts <strong>of</strong> CBR, for each latent hazard in the video clips<br />

the timeframe was established in which a fixation on the latent hazard <strong>of</strong> at<br />

least 200 ms (the minimum fixation duration supposed to be necessary to<br />

process information, see Section 4.1.4) was either not to soon or not too late<br />

for evasive actions, should the latent hazard have materialized. Thereafter,<br />

within these timeframes the area was defined the fixation or fixations had to<br />

be. In case <strong>of</strong> the overt latent hazard this area was the visible other road user<br />

that could start to act dangerously and in case <strong>of</strong> a covert latent hazard this<br />

was the area from where another road user on collision course could emerge.<br />

The coordinates and the size <strong>of</strong> these areas change while the video runs. As<br />

the eye tracker recorded the coordinates <strong>of</strong> fixations and the duration <strong>of</strong><br />

fixations, but not the coordinates <strong>of</strong> the moving Areas Of Interest (AOIs) on<br />

the screen, the coordinates <strong>of</strong> the relevant areas had to be determined video<br />

frame by video frame. The data <strong>of</strong> the eye tracker were combined with the<br />

data <strong>of</strong> the coordinates <strong>of</strong> the areas. Of each area was established if a<br />

participant had a fixation <strong>of</strong> at least 200 ms on the latent hazard within the<br />

timeframe. If there was at least one correct fixation, the timestamp <strong>of</strong> the<br />

beginning <strong>of</strong> the first fixation, the duration <strong>of</strong> this fixation, the timestamp <strong>of</strong><br />

the last fixation and the duration <strong>of</strong> this fixation, the total number <strong>of</strong> the<br />

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