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A latent class method for classifying and evaluating the performance of station area transit-oriented development in the Toronto region

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  1. Kim, Hyojin & Sultana, Selima & Weber, Joe, 2018. "A geographic assessment of the economic development impact of Korean high-speed rail stations," Transport Policy, Elsevier, vol. 66(C), pages 127-137.
  2. Christopher Higgins & Pavlos Kanaroglou, 2018. "Rapid transit, transit-oriented development, and the contextual sensitivity of land value uplift in Toronto," Urban Studies, Urban Studies Journal Limited, vol. 55(10), pages 2197-2225, August.
  3. Jung Hyun Woo, 2021. "Classification of TOD Typologies Based on Pedestrian Behavior for Sustainable and Active Urban Growth in Seoul," Sustainability, MDPI, vol. 13(6), pages 1-23, March.
  4. Tiefeng Chai & Feng Lu & Jing Gao & Xin Deng & Rui Gao & Qingsong He, 2025. "TOD Zoning Planning: Floor Area Ratio Attenuation Rate and Center Migration Trajectory," Land, MDPI, vol. 14(6), pages 1-25, June.
  5. Weiss, Adam & Habib, Khandker Nurul, 2017. "Examining the difference between park and ride and kiss and ride station choices using a spatially weighted error correlation (SWEC) discrete choice model," Journal of Transport Geography, Elsevier, vol. 59(C), pages 111-119.
  6. Wei Wu & Prasanna Divigalpitiya, 2022. "Assessment of Accessibility and Activity Intensity to Identify Future Development Priority TODs in Hefei City," Land, MDPI, vol. 11(9), pages 1-17, September.
  7. Shi, Yuji & Zeng, Luohuan, 2025. "How do built environment characteristics influence metro-bus transfer patterns across metro station types in Shanghai?," Journal of Transport Geography, Elsevier, vol. 123(C).
  8. Ibraeva, Anna & Correia, Gonçalo Homem de Almeida & Silva, Cecília & Antunes, António Pais, 2020. "Transit-oriented development: A review of research achievements and challenges," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 110-130.
  9. Lewis, Rebecca & Margerum, Richard D., 2020. "Do urban centers support regional goals? An assessment of regional planning in Denver," Land Use Policy, Elsevier, vol. 99(C).
  10. Liao, Cong & Scheuer, Bronte, 2022. "Evaluating the performance of transit-oriented development in Beijing metro station areas: Integrating morphology and demand into the node-place model," Journal of Transport Geography, Elsevier, vol. 100(C).
  11. Eun Hak Lee & Hosuk Shin & Shin-Hyung Cho & Seung-Young Kho & Dong-Kyu Kim, 2019. "Evaluating the Efficiency of Transit-Oriented Development Using Network Slacks-Based Data Envelopment Analysis," Energies, MDPI, vol. 12(19), pages 1-15, September.
  12. Li, Jianyi & Huang, Hao, 2020. "Effects of transit-oriented development (TOD) on housing prices: A case study in Wuhan, China," Research in Transportation Economics, Elsevier, vol. 80(C).
  13. Su, Shiliang & Zhang, Hui & Wang, Miao & Weng, Min & Kang, Mengjun, 2021. "Transit-oriented development (TOD) typologies around metro station areas in urban China: A comparative analysis of five typical megacities for planning implications," Journal of Transport Geography, Elsevier, vol. 90(C).
  14. Higgins, Christopher D. & Kanaroglou, Pavlos S., 2016. "Unbundling the Hedonic Price Effects of Rapid Transit and Transit-Oriented Development in Toronto," 57th Transportation Research Forum (51st CTRF) Joint Conference, Toronto, Ontario, May 1-4, 2016 319266, Transportation Research Forum.
  15. Kevin Chan & Steven Farber, 2020. "Factors underlying the connections between active transportation and public transit at commuter rail in the Greater Toronto and Hamilton Area," Transportation, Springer, vol. 47(5), pages 2157-2178, October.
  16. Choi, Yunkyung & Guhathakurta, Subhrajit, 2024. "Unraveling the diversity in transit-oriented development," Transportation Research Part A: Policy and Practice, Elsevier, vol. 182(C).
  17. Li, Chunjiang & Widener, Michael J., 2025. "How is grocery shopping completed in households with children? Gender gaps and typologies of grocery shopping in four Canadian metropolises," Journal of Transport Geography, Elsevier, vol. 124(C).
  18. Mangu, Sriram & Kadali, B. Raghuram & Subbarao, Saladi S.V. & Lin, Jen-Jia, 2025. "Evaluation of transit-oriented development based on 9D’s approach in developing countries context," Transport Policy, Elsevier, vol. 163(C), pages 138-151.
  19. Yingqun Zhang & Rui Song & Rob van Nes & Shiwei He & Weichuan Yin, 2019. "Identifying Urban Structure Based on Transit-Oriented Development," Sustainability, MDPI, vol. 11(24), pages 1-21, December.
  20. Jeffrey, Dana & Boulangé, Claire & Giles-Corti, Billie & Washington, Simon & Gunn, Lucy, 2019. "Using walkability measures to identify train stations with the potential to become transit oriented developments located in walkable neighbourhoods," Journal of Transport Geography, Elsevier, vol. 76(C), pages 221-231.
  21. Shin, Yonggeun & Kim, Dong-Kyu & Kim, Eui-Jin, 2022. "Activity-based TOD typology for seoul transit station areas using smart-card data," Journal of Transport Geography, Elsevier, vol. 105(C).
  22. Huang, Yu & Parker, Dawn & Minaker, Leia, 2021. "Identifying latent demand for transit-oriented development neighbourhoods: Evidence from a mid-sized urban area in Canada," Journal of Transport Geography, Elsevier, vol. 90(C).
  23. Yongsung Lee & Giovanni Circella & Patricia L. Mokhtarian & Subhrajit Guhathakurta, 2020. "Are millennials more multimodal? A latent-class cluster analysis with attitudes and preferences among millennial and Generation X commuters in California," Transportation, Springer, vol. 47(5), pages 2505-2528, October.
  24. Pan, Huijun & Huang, Yu, 2024. "TOD typology and station area vibrancy: An interpretable machine learning approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 186(C).
  25. Higgins, Christopher D. & Adams, Matthew D. & Réquia, Weeberb J. & Mohamed, Moataz, 2019. "Accessibility, air pollution, and congestion: Capturing spatial trade-offs from agglomeration in the property market," Land Use Policy, Elsevier, vol. 84(C), pages 177-191.
  26. Zhang, Yuerong & Marshall, Stephen & Manley, Ed, 2019. "Network criticality and the node-place-design model: Classifying metro station areas in Greater London," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
  27. Qiaoling Fang & Tomo Inoue & Dongqi Li & Qiang Liu & Jian Ma, 2023. "Transit-Oriented Development and Sustainable Cities: A Visual Analysis of the Literature Based on CiteSpace and VOSviewer," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
  28. Ying Liang & Wei Song & Xiaofeng Dong, 2021. "Evaluating the Space Use of Large Railway Hub Station Areas in Beijing toward Integrated Station-City Development," Land, MDPI, vol. 10(11), pages 1-22, November.
  29. Lei Pang & Yuxiao Jiang & Jingjing Wang & Ning Qiu & Xiang Xu & Lijian Ren & Xinyu Han, 2023. "Research of Metro Stations with Varying Patterns of Ridership and Their Relationship with Built Environment, on the Example of Tianjin, China," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
  30. Rao, Fujie & Pafka, Elek, 2021. "Shopping morphologies of urban transit station areas: A comparative study of central city station catchments in Toronto, San Francisco, and Melbourne," Journal of Transport Geography, Elsevier, vol. 96(C).
  31. Zhenbao Wang & Jiarui Song & Yuchen Zhang & Shihao Li & Jianlin Jia & Chengcheng Song, 2022. "Spatial Heterogeneity Analysis for Influencing Factors of Outbound Ridership of Subway Stations Considering the Optimal Scale Range of “7D” Built Environments," Sustainability, MDPI, vol. 14(23), pages 1-21, December.
  32. Devaux, Nicolas & Dubé, Jean & Apparicio, Philippe, 2017. "Anticipation and post-construction impact of a metro extension on residential values: The case of Laval (Canada), 1995–2013," Journal of Transport Geography, Elsevier, vol. 62(C), pages 8-19.
  33. Liu, Yunzhe & Singleton, Alex & Arribas-Bel, Daniel, 2020. "Considering context and dynamics: A classification of transit-orientated development for New York City," Journal of Transport Geography, Elsevier, vol. 85(C).
  34. Robillard, Arianne & Boisjoly, Geneviève & van Lierop, Dea, 2024. "Transit-oriented development and bikeability: Classifying public transport station areas in Montreal, Canada," Transport Policy, Elsevier, vol. 148(C), pages 79-91.
  35. Moyano, Amparo & Solís, Eloy & Díaz-Burgos, Elena & Rodrigo, Alejandro & Coronado, José M., 2023. "Typologies of stations’ catchment areas in metropolitan urban peripheries: From car-oriented to sustainable urban strategies," Land Use Policy, Elsevier, vol. 134(C).
  36. Dziauddin, Mohd Faris, 2019. "Estimating land value uplift around light rail transit stations in Greater Kuala Lumpur: An empirical study based on geographically weighted regression (GWR)," Research in Transportation Economics, Elsevier, vol. 74(C), pages 10-20.
  37. Siyang Liu & Jian Rong & Chenjing Zhou & Yacong Gao & Lu Xing, 2025. "Temporal Heterogeneity in Land Use Effects on Urban Rail Transit Ridership—Case of Beijing, China," Land, MDPI, vol. 14(4), pages 1-21, March.
  38. Wei Gao & Xiaoli Sun & Mei Zhao & Yong Gao & Haoran Ding, 2024. "Evaluate Human Perception of the Built Environment in the Metro Station Area," Land, MDPI, vol. 13(1), pages 1-25, January.
  39. Caset, Freke & Blainey, Simon & Derudder, Ben & Boussauw, Kobe & Witlox, Frank, 2020. "Integrating node-place and trip end models to explore drivers of rail ridership in Flanders, Belgium," Journal of Transport Geography, Elsevier, vol. 87(C).
  40. Liu, Xintao & Wu, Jiawei & Huang, Jianwei & Zhang, Junwei & Chen, Bi Yu & Chen, Anthony, 2021. "Spatial-interaction network analysis of built environmental influence on daily public transport demand," Journal of Transport Geography, Elsevier, vol. 92(C).
  41. Jiao, Hongzan & Huang, Shibiao & Zhou, Yu, 2023. "Understanding the land use function of station areas based on spatiotemporal similarity in rail transit ridership: A case study in Shanghai, China," Journal of Transport Geography, Elsevier, vol. 109(C).
  42. Freke Caset & David S. Vale & Cláudia M. Viana, 2018. "Measuring the Accessibility of Railway Stations in the Brussels Regional Express Network: a Node-Place Modeling Approach," Networks and Spatial Economics, Springer, vol. 18(3), pages 495-530, September.
  43. Hao Huang & Jianyi Li, 2021. "The spatial variation of moderating effects of density and natural amenities on housing prices in Wuhan, China," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(6), pages 1778-1804, December.
  44. Nigro, Antonio & Bertolini, Luca & Moccia, Francesco Domenico, 2019. "Land use and public transport integration in small cities and towns: Assessment methodology and application," Journal of Transport Geography, Elsevier, vol. 74(C), pages 110-124.
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