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thèse doctorat de l'université bordeaux 2 - ISPED-Enseignement à ...

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variables inclu<strong>de</strong>d socio-<strong>de</strong>mographic variables (age, sex, marital status, education, an<strong>de</strong>mployment), whether driving permit was issued without practical test, frequency of reportedrisky driving behaviors (sleepy driving, cell phone use while driving, seat-belt use, traffictickets, driving while intoxicated during previous three months), and involvement in RTCduring previous year.Using 17-inch vi<strong>de</strong>o screens, five test vi<strong>de</strong>os (three from Pakistan and two fromCameroon) were shown to drivers before presenting selected sites. The or<strong>de</strong>r of sites wasrandomly drawn for each participant. To avoid confusion from right- and left-hand drivingpracticed in Cameroon and Pakistan, site vi<strong>de</strong>os from Cameroon followed those fromPakistan. For each vi<strong>de</strong>o shown, drivers were asked to report their perception of site andtraffic, on a four-level scale; 1/ Certainly safe, 2/ Probably safe, 3/ Probably dangerous,4/ Certainly dangerous. Further, they were asked to record their preferred speed (in km/h) foreach site.Each site was characterized by the main investigator, using <strong>de</strong>finitions used in ourprevious study conducted in Cameroon (Bhatti et al.). Site-related variables assessed werebuilt-up or rural area, horizontal and vertical road profile, road width, surface regularity, vergeslope, <strong>de</strong>pth at 10 m from the verge, location and type of nearby obstacles (within a roaddistance of 50 m in each direction), horizontal marking, vertical road signs, and presence ofan intersection or a U-turn. Traffic-related variables assessed were traffic moving in same oropposite direction, visible pe<strong>de</strong>strian, motorcyclist, or heavy vehicle, rain or wet surface,maneuvering vehicle (crossing or overtaking), and number of lanes (Sümer, Ünal, Birdal,Çinar, & Çevikoglu, 2007).AnalysisProportions of site- and driver-related characteristics were computed. Discordance (D)of appreciation for a matched high- and low-risk site pair was <strong>de</strong>fined as “minor” whendifference of hazard perception level was one on the Likert scale and “major” when the leveldifference was more than one. Positive sign (D + ) was used to show that hazard perceptionlevel was higher for the high-risk site than its matched low-risk site, and negative sign (D - ) toshow that hazard perception level was lower for high-risk site than its matched low-risk site.Wilcoxon test was used to assess whether these discordances were significantly higher orlower for high-risk site than low-risk site. Similarly, differences in reported speeds formatched high- and low-risk site pairs were compared using a paired t test. Correlationsbetween reported speeds for high- and low-risk site pairs were assessed by intra-classcorrelation coefficient (ICC).Associations of driver-, site-, and traffic-factors with road hazard perception levelwere assessed using logistic regression (mo<strong>de</strong>l 1) with a backward selection strategyincluding significant (P

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