IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i14p6584-d1704899.html
   My bibliography  Save this article

Modelling of Road Transport Safety Indicators in Russian Regions

Author

Listed:
  • Marina Malashenko

    (Graduate School of Industrial Economics, Peter the Grate Polytechnic University, St. Petersburg 195251, Russia)

  • Svetlana Gutman

    (Graduate School of Industrial Economics, Peter the Grate Polytechnic University, St. Petersburg 195251, Russia)

Abstract

Introduction. Road safety issues occupy scientists around the world. This study is aimed at creating a comprehensive digital model that will become a tool for developing recommendations for improving road safety in the regions of the Russian Federation. Methods. The assessment of the current state of road safety in the regions of Russia was carried out by means of rating. The object of the study was studied using econometric models, machine learning models, and system dynamics; sensitivity analysis and a balanced scorecard were used. Results. The regions of Russia were divided into three groups according to the level of safety. The econometric model and machine learning model made it possible to assess the influence of independent variables on dependent variables. The identified interrelations formed the basis of a system dynamics model. It was concluded that it is possible to extrapolate the results to groups of regions. For each group of regions, recommendations are given on the formation of a strategy for improving road safety. Conclusions. The practical significance of the study lies in the creation of a tool for the formation of recommendations for the creation of a strategy for improving road safety in the regions of the Russian Federation.

Suggested Citation

  • Marina Malashenko & Svetlana Gutman, 2025. "Modelling of Road Transport Safety Indicators in Russian Regions," Sustainability, MDPI, vol. 17(14), pages 1-24, July.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6584-:d:1704899
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/14/6584/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/17/14/6584/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nikhlesh Pathik & Rajeev Kumar Gupta & Yatendra Sahu & Ashutosh Sharma & Mehedi Masud & Mohammed Baz, 2022. "AI Enabled Accident Detection and Alert System Using IoT and Deep Learning for Smart Cities," Sustainability, MDPI, vol. 14(13), pages 1-24, June.
    2. Margareta Friman & Katrin Lättman & Lars E. Olsson, 2020. "Public Transport Quality, Safety, and Perceived Accessibility," Sustainability, MDPI, vol. 12(9), pages 1-14, April.
    3. Aarts, L.T. & Houwing, S., 2015. "Benchmarking road safety performance by grouping local territories: A study in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 174-185.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rafal Stachyra & Kamil Roman, 2021. "Analysis of Accessibility of Public Transport in Warsaw in the Opinion of Users," Postmodern Openings, Editura Lumen, Department of Economics, vol. 12(3), pages 384-403, August.
    2. MacLean, Leonard & Richman, Alex & MacLean, Stuart, 2016. "Benchmarking airports with specific safety performance measures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 349-364.
    3. Pierluigi Coppola & Fulvio Silvestri, 2021. "Gender Inequality in Safety and Security Perceptions in Railway Stations," Sustainability, MDPI, vol. 13(7), pages 1-15, April.
    4. Monika Blišťanová & Peter Koščák & Michaela Tirpáková & Magdaléna Ondicová, 2023. "A Cross-Comparative Analysis of Transportation Safety Research," Sustainability, MDPI, vol. 15(9), pages 1-14, May.
    5. Thanh Tung Ha & Thanh Chuong Nguyen & Sy Sua Tu & Minh Hieu Nguyen, 2023. "Investigation of Influential Factors of Intention to Adopt Electric Vehicles for Motorcyclists in Vietnam," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
    6. Kum Fai Yuen & Ling Qian Choo & Xue Li & Yiik Diew Wong & Fei Ma & Xueqin Wang, 2023. "A theoretical investigation of user acceptance of autonomous public transport," Transportation, Springer, vol. 50(2), pages 545-569, April.
    7. Majumdar, Bandhan Bandhu & Jayakumar, Malavika & Sahu, Prasanta K. & Potoglou, Dimitris, 2021. "Identification of key determinants of travel satisfaction for developing policy instrument to improve quality of life: An analysis of commuting in Delhi," Transport Policy, Elsevier, vol. 110(C), pages 281-292.
    8. Olusola O. Ajayi & Anish M. Kurien & Karim Djouani & Lamine Dieng, 2024. "4IR Applications in the Transport Industry: Systematic Review of the State of the Art with Respect to Data Collection and Processing Mechanisms," Sustainability, MDPI, vol. 16(17), pages 1-32, August.
    9. Negm, Hisham & De Vos, Jonas & Pot, Felix & El-Geneidy, Ahmed, 2025. "Perceived accessibility: A literature review," Journal of Transport Geography, Elsevier, vol. 125(C).
    10. Pelin Büşra Şimşek & Akın Özdemir & Selahattin Kosunalp & Teodor Iliev, 2025. "Choosing Sustainable and Traditional Public Transportation Alternatives Using a Novel Decision-Making Framework Considering Passengers’ Travel Behaviors: A Case Study of Istanbul," Sustainability, MDPI, vol. 17(13), pages 1-22, June.
    11. Ali Alamdar Moghaddam & Hamid Mirzahossein & Robert Guzik, 2022. "Comparing Inequality in Future Urban Transport Modes by Doughnut Economy Concept," Sustainability, MDPI, vol. 14(21), pages 1-24, November.
    12. Margareta Friman & Katrin Lättman & Lars E. Olsson, 2020. "Carpoolers’ Perceived Accessibility of Carpooling," Sustainability, MDPI, vol. 12(21), pages 1-13, October.
    13. Edwin Arango Espinal & Carlos Arango Pastrana & Carlos Osorio Andrade, 2025. "Local Identity and Urban Perception in an Intermediate City: Implications for Sustainable Urban Development," Sustainability, MDPI, vol. 17(17), pages 1-17, August.
    14. Oviedo, Daniel & Nieto-Combariza, Maria José & Chong, Alexandria Z.W., 2025. "Everyday perceived accessibility in unwalkable cities in Sub-Saharan Africa," Transportation Research Part A: Policy and Practice, Elsevier, vol. 197(C).
    15. Zhang, Jingshun & Hu, Jiayi & Wang, Xitong & Fang, Lien & Jin, Yi & Li, Muyang & Liu, Yangqing & Wu, Anna & Wang, Libin & Liu, Ruining & Zhang, Yi & Chen, Faan, 2023. "Quantifying transport safety success at the regional level: A guide to policy and practice on investment for G20," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    16. Audrius Dėdelė & Auksė Miškinytė, 2021. "Promoting Sustainable Mobility: A Perspective from Car and Public Transport Users," IJERPH, MDPI, vol. 18(9), pages 1-17, April.
    17. Joohwan Kim & Hwayoung Kim, 2021. "Evaluation of the Efficiency of Maritime Transport Using a Network Slacks-Based Measure (SBM) Approach: A Case Study on the Korean Coastal Ferry Market," Sustainability, MDPI, vol. 13(11), pages 1-17, May.
    18. Peng Jing & Ye Zha & Kewen Pan & Ying Xue, 2023. "Investigating Multidimensional Factors Influencing Switching Intention on School Bus among Chinese Parents—A Push–Pull–Mooring Framework," Sustainability, MDPI, vol. 15(10), pages 1-24, May.
    19. Elmira Jamei & Melissa Chan & Hing Wah Chau & Eric Gaisie & Katrin Lättman, 2022. "Perceived Accessibility and Key Influencing Factors in Transportation," Sustainability, MDPI, vol. 14(17), pages 1-22, August.
    20. Akın Özdemir & Mehmet Erdem & Selahattin Kosunalp & Teodor Iliev, 2025. "Evaluation of Sustainable and Intelligent Transportation Processes Considering Environmental, Social, and Risk Assessment Pillars Employing an Integrated Intuitionistic Fuzzy-Embedded Decision-Making ," Sustainability, MDPI, vol. 17(7), pages 1-25, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6584-:d:1704899. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.