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Does transportation network centrality determine housing price?

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  • Chakrabarti, Sandip
  • Kushari, Triparnee
  • Mazumder, Taraknath

Abstract

In this paper, we investigate whether transportation network centrality determines housing price in cities. We find that it does. Using housing price data from >400 neighborhoods across the city of Kolkata, India, our research shows that a neighborhood's centrality within the intra-urban road transportation network is positively associated with the average price per sq. ft. of ownership units in multistory apartment buildings in the neighborhood. We test the relationships of three alternative centrality indices – closeness, betweenness, and eigenvector – capturing different dimensions of network-wide connectedness with housing price, independently and in combination. We employ two alternative network weights to derive centrality considering peak-period and off-peak travel conditions and road transportation network performance. We address the spatial autocorrelation issue to derive robust evidence on the centrality-price relationship. Our results suggest that centrality is an intrinsic location advantage that positively influences urban housing price. Different centrality indices have different effects on price but they collectively reinforce each other. The estimated magnitudes of association between centrality indices and housing price are significant for policy and practice. In addition to contributing to scholarship in the domain of transportation planning, our research offers specific takeaways for metropolitan planning agencies and real-estate developers, especially in resource constrained geographic contexts.

Suggested Citation

  • Chakrabarti, Sandip & Kushari, Triparnee & Mazumder, Taraknath, 2022. "Does transportation network centrality determine housing price?," Journal of Transport Geography, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:jotrge:v:103:y:2022:i:c:s096669232200120x
    DOI: 10.1016/j.jtrangeo.2022.103397
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    as
    1. Jackson, Jerry R., 1979. "Intraurban variation in the price of housing," Journal of Urban Economics, Elsevier, vol. 6(4), pages 464-479, October.
    2. Meisam Akbarzadeh & Soroush Memarmontazerin & Sybil Derrible & Sayed Farzin Salehi Reihani, 2019. "Correction to: The role of travel demand and network centrality on the connectivity and resilience of an urban street system," Transportation, Springer, vol. 46(5), pages 1969-1969, October.
    3. Case, Karl E. & Mayer, Christopher J., 1996. "Housing price dynamics within a metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 26(3-4), pages 387-407, June.
    4. Kiel, Katherine A. & Zabel, Jeffrey E., 2008. "Location, location, location: The 3L Approach to house price determination," Journal of Housing Economics, Elsevier, vol. 17(2), pages 175-190, June.
    5. Sharma, Rohit & Newman, Peter, 2018. "Does urban rail increase land value in emerging cities? Value uplift from Bangalore Metro," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 70-86.
    6. Boeing, Geoff, 2021. "Spatial information and the legibility of urban form: Big data in urban morphology," International Journal of Information Management, Elsevier, vol. 56(C).
    7. Soh, Harold & Lim, Sonja & Zhang, Tianyou & Fu, Xiuju & Lee, Gary Kee Khoon & Hung, Terence Gih Guang & Di, Pan & Prakasam, Silvester & Wong, Limsoon, 2010. "Weighted complex network analysis of travel routes on the Singapore public transportation system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(24), pages 5852-5863.
    8. Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2021. "Comparative accessibility of Chinese airports and high-speed railway stations: A high-resolution, yet scalable framework based on open data," Journal of Air Transport Management, Elsevier, vol. 92(C).
    9. Dimitrios Tsiotas & Serafeim Polyzos, 2015. "Introducing a new centrality measure from the transportation network analysis in Greece," Annals of Operations Research, Springer, vol. 227(1), pages 93-117, April.
    10. Goodman, Allen C., 1978. "Hedonic prices, price indices and housing markets," Journal of Urban Economics, Elsevier, vol. 5(4), pages 471-484, October.
    11. Stephen Malpezzi, "undated". "Hedonic Pricing Models: A Selective and Applied Review," Wisconsin-Madison CULER working papers 02-05, University of Wisconsin Center for Urban Land Economic Research.
    12. Marta A. Geletkanycz & Brian K. Boyd & Sydney Finkelstein, 2001. "The strategic value of CEO external directorate networks: implications for CEO compensation," Strategic Management Journal, Wiley Blackwell, vol. 22(9), pages 889-898, September.
    13. Levinson, David & El-Geneidy, Ahmed, 2009. "The minimum circuity frontier and the journey to work," Regional Science and Urban Economics, Elsevier, vol. 39(6), pages 732-738, November.
    14. Porta, Sergio & Crucitti, Paolo & Latora, Vito, 2006. "The network analysis of urban streets: A dual approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 369(2), pages 853-866.
    15. Abbasi, Alireza & Altmann, Jörn & Hossain, Liaquat, 2011. "Identifying the effects of co-authorship networks on the performance of scholars: A correlation and regression analysis of performance measures and social network analysis measures," Journal of Informetrics, Elsevier, vol. 5(4), pages 594-607.
    16. Renneboog, Luc & Zhao, Yang, 2011. "Us knows us in the UK: On director networks and CEO compensation," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 1132-1157, September.
    17. Larcker, David F. & So, Eric C. & Wang, Charles C.Y., 2013. "Boardroom centrality and firm performance," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 225-250.
    18. Helsley, Robert W. & Zenou, Yves, 2014. "Social networks and interactions in cities," Journal of Economic Theory, Elsevier, vol. 150(C), pages 426-466.
    19. Kay, Andrew I. & Noland, Robert B. & DiPetrillo, Stephanie, 2014. "Residential property valuations near transit stations with transit-oriented development," Journal of Transport Geography, Elsevier, vol. 39(C), pages 131-140.
    20. Harish Kumar Singla & Priyanka Bendigiri, 2019. "Factors affecting rentals of residential apartments in Pune, India: an empirical investigation," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 12(6), pages 1028-1054, July.
    21. Andrea Landherr & Bettina Friedl & Julia Heidemann, 2010. "A Critical Review of Centrality Measures in Social Networks," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 2(6), pages 371-385, December.
    22. Meisam Akbarzadeh & Soroush Memarmontazerin & Sybil Derrible & Sayed Farzin Salehi Reihani, 2019. "The role of travel demand and network centrality on the connectivity and resilience of an urban street system," Transportation, Springer, vol. 46(4), pages 1127-1141, August.
    23. Yuting Hou, 2017. "Traffic congestion, accessibility to employment, and housing prices: A study of single-family housing market in Los Angeles County," Urban Studies, Urban Studies Journal Limited, vol. 54(15), pages 3423-3445, November.
    24. Nepal, Mani & Rai, Rajesh K. & Khadayat, Madan S. & Somanathan, E., 2020. "Value of cleaner neighborhoods: Application of hedonic price model in low income context," World Development, Elsevier, vol. 131(C).
    25. Schirmer, Patrick & van Eggermond, Michael & Axhausen, Kay, 2014. "The role of location in residential location choice models: a review of literature," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 7(2), pages 3-21.
    26. Wang, Fahui & Antipova, Anzhelika & Porta, Sergio, 2011. "Street centrality and land use intensity in Baton Rouge, Louisiana," Journal of Transport Geography, Elsevier, vol. 19(2), pages 285-293.
    27. Wang, Jiaoe & Mo, Huihui & Wang, Fahui & Jin, Fengjun, 2011. "Exploring the network structure and nodal centrality of China’s air transport network: A complex network approach," Journal of Transport Geography, Elsevier, vol. 19(4), pages 712-721.
    28. Victoria Houlden & João Porto de Albuquerque & Scott Weich & Stephen Jarvis, 2021. "Does nature make us happier? A spatial error model of greenspace types and mental wellbeing," Environment and Planning B, , vol. 48(4), pages 655-670, May.
    29. Chakrabarti, Sandip, 2022. "Passively wait for gridlock, or proactively invest in service? Strategies to promote car-to-transit switches among aspirational urbanites in rapidly developing contexts," Transport Policy, Elsevier, vol. 115(C), pages 251-261.
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