The use of generalized estimating equations in the analysis of motor vehicle crash data

2003 ◽  
Vol 35 (1) ◽  
pp. 3-8 ◽  
Author(s):  
Caroline B Hutchings ◽  
Stacey Knight ◽  
James C Reading
Author(s):  
John S. Miller ◽  
Duane Karr

Motor vehicle crash countermeasures often are selected after an extensive data analysis of the crash history of a roadway segment. The value of this analysis depends on the accuracy or precision with which the crash itself is located. yet this crash location only is as accurate as the estimate of the police officer. Global Positioning System (GPS) technology may have the potential to increase data accuracy and decrease the time spent to record crash locations. Over 10 months, 32 motor vehicle crash locations were determined by using both conventional methods and hand-held GPS receivers, and the timeliness and precision of the methods were compared. Local crash data analysts were asked how the improved precision affected their consideration of potential crash countermeasures with regard to five crashes selected from the sample. On average, measuring a crash location by using GPS receivers added up to 10 extra minutes, depending on the definition of the crash location, the technology employed, and how that technology was applied. The average difference between conventional methods of measuring the crash location and either GPS or a wheel ranged from 5 m (16 ft) to 39 m (130 ft), depending on how one defined the crash location. Although there are instances in which improved precision will affect the evaluation of crash countermeasures, survey respondents and the literature suggest that problems with conventional crash location methods often arise from human error, not a lack of precision inherent in the technology employed.


Author(s):  
Richard Tay ◽  
Lina Kattan ◽  
Yuan Bai

Police attendance at a motor vehicle crash scene is important for investigating the causes of crashes, reducing secondary crashes, managing traffic, and reducing congestion. However, very little research has been conducted to examine the factors contributing to the likelihood of police attendance. This study hypothesizes that the policies of the police services concerned, convenience and comfort, and expectations of injuries or driver violations will increase the likelihood of police attendance at a crash scene. This conceptual framework is supported by the results from fitting a logistic regression model to crash data from the City of Calgary in Alberta, Canada.


2007 ◽  
Vol 4 (1) ◽  
pp. 39-53 ◽  
Author(s):  
Gavin R. McCormack ◽  
Billie Giles-Corti ◽  
Max Bulsara

Background:This study examines the relationships between the availability and use of recreational destinations and physical activity.Methods:Analysis included n = 1355 respondents. Associations between the density of free and pay-for-use recreational destinations, demographics, and use of free and pay-for-use recreational destinations within the neighborhood were examined, followed by associations with sufficient moderate and vigorous physical activity using generalized estimating equations.Results:The likelihood of using a local pay recreational destination increased for each additional local pay facility (OR 1.51, 95% CI 1.32 to 1.73) and was lower for those with motor vehicle access (OR 0.51, 95% CI 0.26 to 0.99). The likelihood of using a local free destination increased for each additional local free facility (OR 1.12, 95% CI 1.02 to 1.20) and was higher among women (OR 1.64, 95% CI 1.11 to 2.44). Destination use was associated with both moderate and vigorous-intensity physical activity.Conclusions:Increasing the density of neighborhood recreational destinations is associated with the use of facilities and participation in sufficient levels of physical activity.


2013 ◽  
Vol 54 ◽  
pp. 38-42 ◽  
Author(s):  
Lingzi Cheng ◽  
Srinivas Reddy Geedipally ◽  
Dominique Lord

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