Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin

The increasingly serious pedestrian safety issue in the City of Austin aroused the concern. Other than conducting quantitative analysis at aggregate level via collecting and examining the secondary data extracted from the existing datasets, the authors shifted towards the disaggregate level analysis...

Full description

Bibliographic Details
Main Author: Geng, Sunxiao
Format: Others
Language:en
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/2152/25873
id ndltd-UTEXAS-oai-repositories.lib.utexas.edu-2152-25873
record_format oai_dc
spelling ndltd-UTEXAS-oai-repositories.lib.utexas.edu-2152-258732015-09-20T17:25:04ZEnvironmental characteristics around hotspots of pedestrian-automobile collision in the city of AustinGeng, SunxiaoPedestrian collision rateMeasures of field surveyBivariate test and negative binomial regressionBlock lengthThe increasingly serious pedestrian safety issue in the City of Austin aroused the concern. Other than conducting quantitative analysis at aggregate level via collecting and examining the secondary data extracted from the existing datasets, the authors shifted towards the disaggregate level analysis, focusing on twenty-six hotspots of pedestrian collisions via mixed method research. Qualitative data was collected in the field survey to precisely capture the contextual features of collision locations, and was interpreted and coded as explanatory variables for the quantitative analysis. Instead of the frequency of pedestrian collision, crash rate measured by incident count per million pedestrians was the dependent variable to identify the factors truly influencing the pedestrian safety issue, not just the total number of walkers. The stepwise bivariate analysis and negative binomial regression examined the association between pedestrian collision rate and independent variables. Finally, the average block length, speed limit posted, sidewalk condition, and the degree of proximity to major pedestrian attractors were statistically significant factors correlating with the pedestrian collision risk.text2014-09-12T20:19:56Z2014-082014-08-15August 20142014-09-12T20:19:56ZThesisapplication/pdfhttp://hdl.handle.net/2152/25873en
collection NDLTD
language en
format Others
sources NDLTD
topic Pedestrian collision rate
Measures of field survey
Bivariate test and negative binomial regression
Block length
spellingShingle Pedestrian collision rate
Measures of field survey
Bivariate test and negative binomial regression
Block length
Geng, Sunxiao
Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin
description The increasingly serious pedestrian safety issue in the City of Austin aroused the concern. Other than conducting quantitative analysis at aggregate level via collecting and examining the secondary data extracted from the existing datasets, the authors shifted towards the disaggregate level analysis, focusing on twenty-six hotspots of pedestrian collisions via mixed method research. Qualitative data was collected in the field survey to precisely capture the contextual features of collision locations, and was interpreted and coded as explanatory variables for the quantitative analysis. Instead of the frequency of pedestrian collision, crash rate measured by incident count per million pedestrians was the dependent variable to identify the factors truly influencing the pedestrian safety issue, not just the total number of walkers. The stepwise bivariate analysis and negative binomial regression examined the association between pedestrian collision rate and independent variables. Finally, the average block length, speed limit posted, sidewalk condition, and the degree of proximity to major pedestrian attractors were statistically significant factors correlating with the pedestrian collision risk. === text
author Geng, Sunxiao
author_facet Geng, Sunxiao
author_sort Geng, Sunxiao
title Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin
title_short Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin
title_full Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin
title_fullStr Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin
title_full_unstemmed Environmental characteristics around hotspots of pedestrian-automobile collision in the city of Austin
title_sort environmental characteristics around hotspots of pedestrian-automobile collision in the city of austin
publishDate 2014
url http://hdl.handle.net/2152/25873
work_keys_str_mv AT gengsunxiao environmentalcharacteristicsaroundhotspotsofpedestrianautomobilecollisioninthecityofaustin
_version_ 1716823899826552832