Sheikh Shahriar Ahmed , Nawaf Alnawmasi , Panagiotis Ch. Anastasopoulos , Fred Mannering
{"title":"高速限制对碰撞伤害严重程度的影响:一个相关随机参数双变量tobit方法","authors":"Sheikh Shahriar Ahmed , Nawaf Alnawmasi , Panagiotis Ch. Anastasopoulos , Fred Mannering","doi":"10.1016/j.amar.2022.100213","DOIUrl":null,"url":null,"abstract":"<div><p>Over the last few decades, interstate speed limits in different US states have been increased from 70 mi/h to 75 mi/h or 80 mi/h, even to 85 mi/h in some instances. The implication of such speed limit increases on crash likelihoods and resulting injury severities is a key concern. To understand the impact of speed limit increases on no-injury and injury crash rates (including fatalities) multi-year segment-specific freeway crash data from the state of Kansas (including both pre-, and post-speed limit increase crash information) are modeled using a correlated random parameters bivariate tobit model. To address possible temporal variations in the effects of explanatory variables across years, year-specific models were estimated. Model estimation results indicate that several traffic, segment geometry, and pavement-specific characteristics affect no-injury and injury crash rates. From the year-specific model estimation results it was determined that the effects of the factors affecting pre- and post-speed limit crash rates did change significantly over time. However, such changes were also observed in the pre-speed limit increase years, as well as the post-speed limit increase years. While findings do suggest a small but statistically significant increase in injury crash rates after speed limits were raised, temporal changes in the effects of factors contributing to no-injury and injury crash rates make it difficult to isolate the true impacts of increased speed limits.</p></div>","PeriodicalId":47520,"journal":{"name":"Analytic Methods in Accident Research","volume":null,"pages":null},"PeriodicalIF":12.5000,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"The effect of higher speed limits on crash-injury severity rates: A correlated random parameters bivariate tobit approach\",\"authors\":\"Sheikh Shahriar Ahmed , Nawaf Alnawmasi , Panagiotis Ch. Anastasopoulos , Fred Mannering\",\"doi\":\"10.1016/j.amar.2022.100213\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Over the last few decades, interstate speed limits in different US states have been increased from 70 mi/h to 75 mi/h or 80 mi/h, even to 85 mi/h in some instances. The implication of such speed limit increases on crash likelihoods and resulting injury severities is a key concern. To understand the impact of speed limit increases on no-injury and injury crash rates (including fatalities) multi-year segment-specific freeway crash data from the state of Kansas (including both pre-, and post-speed limit increase crash information) are modeled using a correlated random parameters bivariate tobit model. To address possible temporal variations in the effects of explanatory variables across years, year-specific models were estimated. Model estimation results indicate that several traffic, segment geometry, and pavement-specific characteristics affect no-injury and injury crash rates. From the year-specific model estimation results it was determined that the effects of the factors affecting pre- and post-speed limit crash rates did change significantly over time. However, such changes were also observed in the pre-speed limit increase years, as well as the post-speed limit increase years. While findings do suggest a small but statistically significant increase in injury crash rates after speed limits were raised, temporal changes in the effects of factors contributing to no-injury and injury crash rates make it difficult to isolate the true impacts of increased speed limits.</p></div>\",\"PeriodicalId\":47520,\"journal\":{\"name\":\"Analytic Methods in Accident Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":12.5000,\"publicationDate\":\"2022-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Analytic Methods in Accident Research\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2213665722000021\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Analytic Methods in Accident Research","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2213665722000021","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
The effect of higher speed limits on crash-injury severity rates: A correlated random parameters bivariate tobit approach
Over the last few decades, interstate speed limits in different US states have been increased from 70 mi/h to 75 mi/h or 80 mi/h, even to 85 mi/h in some instances. The implication of such speed limit increases on crash likelihoods and resulting injury severities is a key concern. To understand the impact of speed limit increases on no-injury and injury crash rates (including fatalities) multi-year segment-specific freeway crash data from the state of Kansas (including both pre-, and post-speed limit increase crash information) are modeled using a correlated random parameters bivariate tobit model. To address possible temporal variations in the effects of explanatory variables across years, year-specific models were estimated. Model estimation results indicate that several traffic, segment geometry, and pavement-specific characteristics affect no-injury and injury crash rates. From the year-specific model estimation results it was determined that the effects of the factors affecting pre- and post-speed limit crash rates did change significantly over time. However, such changes were also observed in the pre-speed limit increase years, as well as the post-speed limit increase years. While findings do suggest a small but statistically significant increase in injury crash rates after speed limits were raised, temporal changes in the effects of factors contributing to no-injury and injury crash rates make it difficult to isolate the true impacts of increased speed limits.
期刊介绍:
Analytic Methods in Accident Research is a journal that publishes articles related to the development and application of advanced statistical and econometric methods in studying vehicle crashes and other accidents. The journal aims to demonstrate how these innovative approaches can provide new insights into the factors influencing the occurrence and severity of accidents, thereby offering guidance for implementing appropriate preventive measures. While the journal primarily focuses on the analytic approach, it also accepts articles covering various aspects of transportation safety (such as road, pedestrian, air, rail, and water safety), construction safety, and other areas where human behavior, machine failures, or system failures lead to property damage or bodily harm.