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The impact of higher speed limits on the frequency and severity of freeway crashes: Accounting for temporal shifts and unobserved heterogeneity
被引:77
作者:
Alnawmasi, Nawaf
[1
]
Mannering, Fred
[2
]
机构:
[1] Univ Hail, Civil Engn Dept, Hail 55474, Saudi Arabia
[2] Univ S Florida, Coll Engn, 4202 Fowler Ave,ENC 3300, Tampa, FL 33620 USA
关键词:
Increasing speed limits;
Temporal instability;
Injury severity;
Crash frequency;
Unobserved heterogeneity in means and
variances;
RANDOM PARAMETERS APPROACH;
DRIVER-INJURY SEVERITIES;
LATENT CLASS ANALYSIS;
STATISTICAL-ANALYSIS;
ALCOHOL-CONSUMPTION;
ANALYTIC METHODS;
VEHICLE CRASHES;
LOGIT MODEL;
D O I:
10.1016/j.amar.2021.100205
中图分类号:
R1 [预防医学、卫生学];
学科分类号:
1004 ;
120402 ;
摘要:
In recent years, US States have raised their maximum interstate speed limits from 70 mi/h to 75 mi/h, 80 mi/h and even 85 mi/h. However, understanding the effect that these higher speed limits have had on the frequency and severity of crashes using traditional before and after analyses has been difficult due to possible temporal shifts in driver behavior, and potential changes in vehicle safety technology and highway safety features. Using multi-year data from before and after higher speed limits were instituted on Kansas freeways, random parameters models of crash frequency and resulting injury severity were esti-mated. Regarding the frequency of crashes, the findings showed that the higher speed lim-its did not have a significant effect in the mean number of crashes on the 253 studied roadway segments. For injury severity, model-estimation results in one-and two-vehicle crashes show that the factors affecting driver-injury severities have changed before and after the speed limit increase, but changes were also observed in the years before the speed limit increases and the years after. However, using pre-speed-limit-increase model estima-tion results to predict post-speed-limit-increase injury-severity distributions it was found that the aggregate effect of the changing influences of explanatory variables on average injury severities was relatively small. While the injury-severity estimation results make it difficult to attribute any temporal shifts in parameter values to the increased speed limit, there was a significant increase in the probability of rollover crashes that suggests the higher speed limits may have had some contributory effect on injury severities in single -vehicle crashes. (c) 2021 Elsevier Ltd. All rights reserved.
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