The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety

A system of road transport involves vehicles, roads, traffic participants and freight that therefore closely interact. The interaction between these material elements takes place in an external environment. The process of transportation is aimed at achieving some positive results, which could incre...

Full description

Bibliographic Details
Main Authors: Valentinas Podvezko, Henrikas Sivilevičius
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2013-12-01
Series:Transport
Subjects:
Online Access:https://journals.vgtu.lt/index.php/Transport/article/view/4220
id doaj-b88a7a8179c44186992b1d697789c194
record_format Article
spelling doaj-b88a7a8179c44186992b1d697789c1942021-07-02T03:26:47ZengVilnius Gediminas Technical UniversityTransport1648-41421648-34802013-12-0128410.3846/16484142.2013.866980The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safetyValentinas Podvezko0Henrikas Sivilevičius1Dept of Mathematical Statistics, Vilnius Gediminas Technical University, Saulėtekio al. 11, LT-10223 Vilnius, LithuaniaDept of Transport Technological Equipment, Vilnius Gediminas Technical University, Plytinės g. 27, LT-10105 Vilnius, Lithuania A system of road transport involves vehicles, roads, traffic participants and freight that therefore closely interact. The interaction between these material elements takes place in an external environment. The process of transportation is aimed at achieving some positive results, which could increase the efficiency of the Transport System (TS). However, negative effects such as a high accident rate cannot be avoided. The road accident rate is determined by the properties of the material elements of the TS and the parameters of their interaction. Their impact on the traffic accident rate cannot be determined by a planned experiment. They also cannot be compared quantitatively, because their units of measurement are different. The paper presents a detailed description of nine types of the interaction between TS elements belonging to three various levels. The data was given to 16 transport engineering specialists as a questionnaire for expert evaluation. The paper offers a logical control methodology for filling in the questionnaire based on the Analytic Hierarchy Process (AHP) and the sequence of calculations of the consistency of expert estimates in the process of determining the weights of the investigated interactions. The Kendall's coefficient of concordance has been used for calculating the weights assigned to the criteria by a group of experts and estimating the consistency of the ranks based on them. Finally, the paper presents a new method for evaluating expert judgements with reference to the use of the correlation analysis of ranks and weights. The significance of the calculated pairwise correlation coefficients has been validated by the Student's t-test and lowest value thus allowing us to consider that the expert opinions about the impact of the interaction of TS elements on the traffic accident rate are consistent. https://journals.vgtu.lt/index.php/Transport/article/view/4220transportroadsroadwayinteractionelementstraffic safety
collection DOAJ
language English
format Article
sources DOAJ
author Valentinas Podvezko
Henrikas Sivilevičius
spellingShingle Valentinas Podvezko
Henrikas Sivilevičius
The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
Transport
transport
roads
roadway
interaction
elements
traffic safety
author_facet Valentinas Podvezko
Henrikas Sivilevičius
author_sort Valentinas Podvezko
title The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
title_short The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
title_full The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
title_fullStr The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
title_full_unstemmed The use of AHP and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
title_sort use of ahp and rank correlation methods for determining the significance of the interaction between the elements of a transport system having a strong influence on traffic safety
publisher Vilnius Gediminas Technical University
series Transport
issn 1648-4142
1648-3480
publishDate 2013-12-01
description A system of road transport involves vehicles, roads, traffic participants and freight that therefore closely interact. The interaction between these material elements takes place in an external environment. The process of transportation is aimed at achieving some positive results, which could increase the efficiency of the Transport System (TS). However, negative effects such as a high accident rate cannot be avoided. The road accident rate is determined by the properties of the material elements of the TS and the parameters of their interaction. Their impact on the traffic accident rate cannot be determined by a planned experiment. They also cannot be compared quantitatively, because their units of measurement are different. The paper presents a detailed description of nine types of the interaction between TS elements belonging to three various levels. The data was given to 16 transport engineering specialists as a questionnaire for expert evaluation. The paper offers a logical control methodology for filling in the questionnaire based on the Analytic Hierarchy Process (AHP) and the sequence of calculations of the consistency of expert estimates in the process of determining the weights of the investigated interactions. The Kendall's coefficient of concordance has been used for calculating the weights assigned to the criteria by a group of experts and estimating the consistency of the ranks based on them. Finally, the paper presents a new method for evaluating expert judgements with reference to the use of the correlation analysis of ranks and weights. The significance of the calculated pairwise correlation coefficients has been validated by the Student's t-test and lowest value thus allowing us to consider that the expert opinions about the impact of the interaction of TS elements on the traffic accident rate are consistent.
topic transport
roads
roadway
interaction
elements
traffic safety
url https://journals.vgtu.lt/index.php/Transport/article/view/4220
work_keys_str_mv AT valentinaspodvezko theuseofahpandrankcorrelationmethodsfordeterminingthesignificanceoftheinteractionbetweentheelementsofatransportsystemhavingastronginfluenceontrafficsafety
AT henrikassivilevicius theuseofahpandrankcorrelationmethodsfordeterminingthesignificanceoftheinteractionbetweentheelementsofatransportsystemhavingastronginfluenceontrafficsafety
AT valentinaspodvezko useofahpandrankcorrelationmethodsfordeterminingthesignificanceoftheinteractionbetweentheelementsofatransportsystemhavingastronginfluenceontrafficsafety
AT henrikassivilevicius useofahpandrankcorrelationmethodsfordeterminingthesignificanceoftheinteractionbetweentheelementsofatransportsystemhavingastronginfluenceontrafficsafety
_version_ 1721341650055200768