Devising a method for assessing the level of transport services in the "People – Transport – Road – Environment" system

The object of this study is the process of assessing the level of public transport service provision in cities. The task is to devise a method for assessing the level of public transport service provision in terms of the influence of characteristics of the elements within the "People – Transport – Road – Environment" system. It was determined that these characteristics could serve as predictors – parameters and forecasting tools that determine the level of quality of public transport services for city residents. A logistic model has been built, which underlies the method for assessing the level of public transport service provision. This approach could allow for a comprehensive and interconnected study of social and technological factors of transport activity of subjects. A method for diagnosing the logistic model for adequacy and consistency with empirical data has been proposed, which is based on the application of the Hosmer-Lemeshov agreement criterion and ROC analysis. The method for assessing the level of public transport service provision was tested using an example of a city of regional significance. The adequacy of the method was confirmed using the Hosmer-Lemeshaw criterion and ROC analysis, which were 8.892 and 0.3428, respectively. Based on the verification results, proposals have been devised to improve the predictors of the activities of urban carriers. The effectiveness of the proposed measures was assessed by the percentage change in the time spent by city residents on travel, which was 17.5 %. This confirms the acceptability of the method devised. The scope of using the method includes activities of business entities that provide transport services to the people in cities and to local government bodies. The prospect of this study is its application to assessing the level of quality of transport services by other types of passenger transport

Authors

Institutions

Publication Details

Journal
Eastern-European Journal of Enterprise Technologies
Published
2025-04-29
DOI
https://doi.org/10.15587/1729-4061.2025.325104
Primary Topic
Transportation Systems and Logistics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Devising a method for assessing the level of transport services in the "People – Transport – Road – Environment" system

О. Мельниченко, Alexander Ignatenko, Vitalii Tsybulskyi, Akim Alimov et al.
Eastern-European Journal of Enterprise Technologies
Transportation Systems and Logistics
article

Devising a method for assessing the level of transport services in the "People – Transport – Road – Environment" system

О. Мельниченко, Alexander Ignatenko, Vitalii Tsybulskyi, Akim Alimov, Inna Vyhovska, Oleksandr Chechuha, Igor Derehuz
article en

Abstract

The object of this study is the process of assessing the level of public transport service provision in cities. The task is to devise a method for assessing the level of public transport service provision in terms of the influence of characteristics of the elements within the "People – Transport – Road – Environment" system. It was determined that these characteristics could serve as predictors – parameters and forecasting tools that determine the level of quality of public transport services for city residents. A logistic model has been built, which underlies the method for assessing the level of public transport service provision. This approach could allow for a comprehensive and interconnected study of social and technological factors of transport activity of subjects. A method for diagnosing the logistic model for adequacy and consistency with empirical data has been proposed, which is based on the application of the Hosmer-Lemeshov agreement criterion and ROC analysis. The method for assessing the level of public transport service provision was tested using an example of a city of regional significance. The adequacy of the method was confirmed using the Hosmer-Lemeshaw criterion and ROC analysis, which were 8.892 and 0.3428, respectively. Based on the verification results, proposals have been devised to improve the predictors of the activities of urban carriers. The effectiveness of the proposed measures was assessed by the percentage change in the time spent by city residents on travel, which was 17.5 %. This confirms the acceptability of the method devised. The scope of using the method includes activities of business entities that provide transport services to the people in cities and to local government bodies. The prospect of this study is its application to assessing the level of quality of transport services by other types of passenger transport

Eastern-European Journal of Enterprise TechnologiesVol. 2(3 (134))
National Transport University (UA), National Institute for Land and Infrastructure Management (JP)
Openalex Percentile: Top 90%
Transportation Systems and Logistics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.