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Hazard anticipation of young novice drivers - SWOV

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<strong>of</strong> the University <strong>of</strong> Massachusetts (Fisher et al., 2006; Pollatsek et al., 2006;<br />

Pradhan et al., 2009). These PC-based training programs, as already<br />

mentioned are called, Risk Awareness and Perception Training (RAPT).<br />

RAPT is currently in its third version. RAPT-1 presents the participant with a<br />

plan view <strong>of</strong> various hazardous scenarios. Participants have to identify areas<br />

<strong>of</strong> the scenario that might contain a possible hazard. These are mostly covert<br />

latent hazards. Plan views are used to allow participants to process more<br />

deeply the reason that a particular scenario contained a latent hazard. This is<br />

to say that with the aid <strong>of</strong> plan views a learner can grasp the underlying<br />

principal <strong>of</strong> a hazard more pr<strong>of</strong>oundly than when photographs from the<br />

driver's perspective are used. When the general principles <strong>of</strong> the causes are<br />

understood far transfer will improve (Reeves & Weisberg, 1994). RAPT-2, in<br />

addition to the plan views, also includes a photograph <strong>of</strong> the scenario from<br />

the driver's perspective. This is done to aid the visualization process and to<br />

emphasize that the scenarios can occur in real life. In RAPT-3 sequences <strong>of</strong><br />

photographs taken from the driver's perspective <strong>of</strong> a developing traffic<br />

situation that contains a latent hazard are presented on the screen. Each<br />

photograph is exposed for 3 s. The hazard never materializes in the sequence<br />

<strong>of</strong> photographs. These sequences <strong>of</strong> photographs <strong>of</strong> developing traffic<br />

situations are presented to participants as a pre-test and a post-test.<br />

Participants are requested to click with their mouse on areas <strong>of</strong> each<br />

photograph to which they would pay particular attention because <strong>of</strong> a<br />

possible latent hazard. In the training part between the pre-test and the posttest,<br />

different sequences <strong>of</strong> photographs are used. After each sequence <strong>of</strong><br />

photographs, a plan view <strong>of</strong> the area where the latent hazard could<br />

materialize is presented. On the basis <strong>of</strong> the plan view, the particular latent<br />

hazard that could develop in the scenario is identified. After this instruction<br />

with the aid <strong>of</strong> a plan view, the same sequence <strong>of</strong> photographs is presented<br />

that was presented before the instruction section with the plan view.<br />

Learners can only starts with the next scenario (a new set <strong>of</strong> photographs <strong>of</strong> a<br />

developing traffic situation) if the mouse clicks are on areas that allow<br />

learners to detect hazards in this sequence <strong>of</strong> photographs. If this is not the<br />

case, the sequence <strong>of</strong> photographs is repeated up to three more times.<br />

The different versions <strong>of</strong> RAPT were evaluated in test drives in a<br />

simulator and in drives in cars in real traffic. During these test drives (both in<br />

a simulator and in a real car) the eye movements <strong>of</strong> participants were<br />

recorded with the aid <strong>of</strong> an eye tracker. Trained <strong>young</strong> <strong>novice</strong> <strong>drivers</strong> made<br />

significantly more eye glances that allowed for early detection <strong>of</strong> latent<br />

hazards than untrained <strong>novice</strong> <strong>drivers</strong>. This was true in both near transfer<br />

scenarios and far transfers scenarios, although the effect size was smaller in<br />

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