Pythagorean Fuzzy Decision-Making Framework for Sustainability Assessment of Intercity Bus Terminals

Sustainability assessments of intercity bus terminals are increasingly important because of their environmental, social, and infrastructural impacts on urban systems. However, existing studies mainly focus on urban transport and often overlook tangible infrastructure aspects. This study addresses this gap by proposing an integrated sustainability assessment methodology tailored for intercity bus terminals, incorporating the novel “Tangibles” dimension alongside economic, environmental, and social pillars. A hybrid multi-criteria decision-making (MCDM) framework is developed, combining Pythagorean Fuzzy Stepwise Weight Assessment Ratio Analysis (PF–SWARA) and Pythagorean Fuzzy Technique for Order Preference by Similarity to Ideal Solution (PF–TOPSIS) to handle uncertainty and subjectivity in expert evaluations. The methodology is applied to seven intercity bus terminals in İstanbul, Türkiye. The results reveal that safety and security-related criteria received the highest importance weights, highlighting the critical role of secure infrastructure in sustainable terminal evaluation. Sensitivity and comparative analyses confirm the robustness and adaptability of the proposed model. This study contributes a novel decision support tool for sustainable transportation infrastructure planning and offers practical guidance for terminal development policies. Future research may explore applying the model in different geographic contexts and extending the analysis with alternative distance metrics.

Authors

Institutions

Publication Details

Journal
Transportation Research Record Journal of the Transportation Research Board
Published
2025-10-03
DOI
https://doi.org/10.1177/03611981251366254
Primary Topic
Multi-Criteria Decision Making
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pythagorean Fuzzy Decision-Making Framework for Sustainability Assessment of Intercity Bus Terminals

Bahar Yalçın Kavuş, Alev Taşkın Gümüş, Ertuğrul Ayyıldız
Transportation Research Record Journal of the Transportation Research Board
Multi-Criteria Decision Making
article

Pythagorean Fuzzy Decision-Making Framework for Sustainability Assessment of Intercity Bus Terminals

Bahar Yalçın Kavuş, Alev Taşkın Gümüş, Ertuğrul Ayyıldız
article en

Abstract

Sustainability assessments of intercity bus terminals are increasingly important because of their environmental, social, and infrastructural impacts on urban systems. However, existing studies mainly focus on urban transport and often overlook tangible infrastructure aspects. This study addresses this gap by proposing an integrated sustainability assessment methodology tailored for intercity bus terminals, incorporating the novel “Tangibles” dimension alongside economic, environmental, and social pillars. A hybrid multi-criteria decision-making (MCDM) framework is developed, combining Pythagorean Fuzzy Stepwise Weight Assessment Ratio Analysis (PF–SWARA) and Pythagorean Fuzzy Technique for Order Preference by Similarity to Ideal Solution (PF–TOPSIS) to handle uncertainty and subjectivity in expert evaluations. The methodology is applied to seven intercity bus terminals in İstanbul, Türkiye. The results reveal that safety and security-related criteria received the highest importance weights, highlighting the critical role of secure infrastructure in sustainable terminal evaluation. Sensitivity and comparative analyses confirm the robustness and adaptability of the proposed model. This study contributes a novel decision support tool for sustainable transportation infrastructure planning and offers practical guidance for terminal development policies. Future research may explore applying the model in different geographic contexts and extending the analysis with alternative distance metrics.

Transportation Research Record Journal of the Transportation Research BoardVol. 2680(2)
Karadeniz Technical University (TR), Izmir Kâtip Çelebi University (TR), Western Caspian University (AZ), Yıldız Technical University (TR), Azerbaijan State University of Economics (AZ), Hamad bin Khalifa University (QA)
Openalex Percentile: Top 68%
Multi-Criteria Decision Making
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.

Pythagorean Fuzzy Decision-Making Framework for Sustainability Assessment of Intercity Bus Terminals — Bahar Yalçın Kavuş, Alev Taşkın Gümüş, et al. · Transportation Research Record Journal of the Transportation Research Board (2025) | TGRS Research Map | TGRS