Factors affecting road crash modeling Article Swipe

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YOU? · · 2015 · Open Access · · DOI: https://doi.org/10.1590/2238-1031.jtl.v9n2a3

Road accident fatalities have been on an increasing trend for the last decade or so in India. Hence traffic safety management has emerged as a topic of discussion for researchers all over the world. Hence accident modelling on different factors causing them has to be conducted. Accident modelling helps us to know the real causative agents behind an accident to occur. The effect of one cause can be greater than the other. And those causes can only be known from accident modelling. In this paper we have tried to divide this accident modelling techniques into two different categories based on the location of road i.e. accidents on urban roads and on rural roads. In both urban and rural road accident studies it was seen that mainly regression techniques like linear, multi-linear, logit and poisons regression have been used for modelling the road crashes. It was also marked that mostly authors have tried to research on one cause and go deep into it rather considering all factors at a time. From the studies it was found that speed and age along with gender has been the area of study for accident causes in urban areas whereas in rural roads mostly all authors have limited their studies to speed on roads and has been noted as the major cause of accidents in rural areas. This paper has tried to review as much papers as possible and various gaps in research along with future scope of study in this area has been indicated. Starting from the basic models like negative binomial/Poisson's model to the logistic and linear regressions to the new modeling techniques involving genetic mining and fuzzy logics have been discussed explicitly in the paper.

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Transportation Engineering

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Accident (philosophy) Transport engineering Scope (computer science) Crash Road accident Accident analysis Rural area Logistic regression Accident investigation Engineering Forensic engineering Geography Computer science Political science Philosophy Machine learning Epistemology Law Programming language

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Type: article
Language: en
Landing Page: https://doi.org/10.1590/2238-1031.jtl.v9n2a3
PDF: https://www.scielo.br/j/jtl/a/FBg96XcQBTHG936BqMpLDZN/?lang=en&format=pdf
OA Status: diamond
Cited By: 33
References: 19
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DOI: https://doi.org/10.1590/2238-1031.jtl.v9n2a3

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Title: Factors affecting road crash modeling

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Type: article

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Language: en

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Publication year: 2015

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Publication date: 2015-04-01

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Authors: Malaya Mohanty, Ankit Gupta

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Landing page: https://doi.org/10.1590/2238-1031.jtl.v9n2a3

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Concepts: Accident (philosophy), Transport engineering, Scope (computer science), Crash, Road accident, Accident analysis, Rural area, Logistic regression, Accident investigation, Engineering, Forensic engineering, Geography, Computer science, Political science, Philosophy, Machine learning, Epistemology, Law, Programming language

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Cited by: 33

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Citations by year (recent): 2025: 2, 2024: 5, 2023: 3, 2022: 5, 2021: 5

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