IDEAS home Printed from https://ideas.repec.org/p/boi/wpaper/2023.12.html
   My bibliography  Save this paper

The Determinants of the Transit Accessibility Premium

Author

Listed:
  • Gal Amedi

    (Bank of Israel)

Abstract

Accessibility is a key factor in the utility from living in different areas. In urban models, accessibility is theoretically expected to be internalized by the residential market, creating an 'accessibility premium' in areas with better accessibility. Previous case-study literature found significant and largely unexplained variation in the transit accessibility premium in different urban contexts. This paper proposes a new approach to uncovering the determinants of this variation in a unified framework, utilizing a theoretically grounded measure of accessibility, and both causal machine learning and standard econometric methods applied to highly granular nationwide data on rents and the transportation network. I find that high residential density, mixed-use zoning, and a demographic composition better reflecting typical transit users imply a larger transit accessibility premium. This premium is also higher in areas with a low level of services compared to a reasonable reference point, and positive only up to a threshold level of services. There is some evidence that proximity to rail systems implies a premium over and above the expected premium implied by a reduction in travel times alone. The estimated effect is usually modest.

Suggested Citation

  • Gal Amedi, 2023. "The Determinants of the Transit Accessibility Premium," Bank of Israel Working Papers 2023.12, Bank of Israel.
  • Handle: RePEc:boi:wpaper:2023.12
    as

    Download full text from publisher

    File URL: https://boiwebrepec.azurefd.net/RePEc/boi/wpaper/WP_2023.12.pdf
    File Function: First Version, 2023
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gabriel E. Kreindler & Yuhei Miyauchi, 2021. "Measuring Commuting and Economic Activity inside Cities with Cell Phone Records," NBER Working Papers 28516, National Bureau of Economic Research, Inc.
    2. Leck, Eran & Bekhor, Shlomo & Gat, Daniel, 2008. "Equity Impacts of Transportation Improvements On Core and Peripheral Cities," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 1(2), pages 153-182.
    3. Stephen J. Redding & Daniel M. Sturm, 2008. "The Costs of Remoteness: Evidence from German Division and Reunification," American Economic Review, American Economic Association, vol. 98(5), pages 1766-1797, December.
    4. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    5. DeFusco, Anthony A. & Nathanson, Charles G. & Zwick, Eric, 2022. "Speculative dynamics of prices and volume," Journal of Financial Economics, Elsevier, vol. 146(1), pages 205-229.
    6. Stephan Fretz & Raphaël Parchet & Frédéric Robert-Nicoud, 2022. "Highways, Market Access and Spatial Sorting," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1011-1036.
    7. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    8. Philip Arestis Author-Email: pa267@cam.ac.uk & Ana Rosa Gonzalez-Martinez, 2017. "Housing Market in Israel: Is there a Bubble?," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 64(1), pages 1-16, December.
    9. Tanya Suhoy & Yotam Sofer, 2019. "Getting to Work in Israel: Locality and Individual Effects," Bank of Israel Working Papers 2019.02, Bank of Israel.
    10. Chandra, Amitabh & Thompson, Eric, 2000. "Does public infrastructure affect economic activity?: Evidence from the rural interstate highway system," Regional Science and Urban Economics, Elsevier, vol. 30(4), pages 457-490, July.
    11. Büchel, Konstantin & Ehrlich, Maximilian V. & Puga, Diego & Viladecans-Marsal, Elisabet, 2020. "Calling from the outside: The role of networks in residential mobility," Journal of Urban Economics, Elsevier, vol. 119(C).
    12. Gaigné, Carl & Koster, Hans R.A. & Moizeau, Fabien & Thisse, Jacques-François, 2022. "Who lives where in the city? Amenities, commuting and income sorting," Journal of Urban Economics, Elsevier, vol. 128(C).
    13. Victor Chernozhukov & Christian Hansen & Martin Spindler, 2015. "Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments," American Economic Review, American Economic Association, vol. 105(5), pages 486-490, May.
    14. Ferdinando Monte & Stephen J. Redding & Esteban Rossi-Hansberg, 2018. "Commuting, Migration, and Local Employment Elasticities," American Economic Review, American Economic Association, vol. 108(12), pages 3855-3890, December.
    15. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    16. Gilles Duranton & Matthew A. Turner, 2012. "Urban Growth and Transportation," Review of Economic Studies, Oxford University Press, vol. 79(4), pages 1407-1440.
    17. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    18. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "Inference on Treatment Effects after Selection among High-Dimensional Controlsâ€," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 608-650.
    19. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
    20. repec:hal:spmain:info:hdl:2441/6d427am2i18m5a5elpijpm1e8l is not listed on IDEAS
    21. Mayer, Thierry & Trevien, Corentin, 2017. "The impact of urban public transportation evidence from the Paris region," Journal of Urban Economics, Elsevier, vol. 102(C), pages 1-21.
    22. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    23. Gupta, Arpit & Van Nieuwerburgh, Stijn & Kontokosta, Constantine, 2022. "Take the Q train: Value capture of public infrastructure projects," Journal of Urban Economics, Elsevier, vol. 129(C).
    24. Gilles Duranton & Peter M. Morrow & Matthew A. Turner, 2014. "Roads and Trade: Evidence from the US," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 681-724.
    25. Francis Ostermeijer & Hans R A Koster & Jos van Ommeren & Victor Mayland Nielsen, 2022. "Automobiles and urban density [Urban spatial structure]," Journal of Economic Geography, Oxford University Press, vol. 22(5), pages 1073-1095.
    26. Steffen Andersen & Cristian Badarinza & Lu Liu & Julie Marx & Tarun Ramadorai, 2022. "Reference Dependence in the Housing Market," American Economic Review, American Economic Association, vol. 112(10), pages 3398-3440, October.
    27. Stephan Fretz & Raphaël Parchet & Frédéric Robert-Nicoud, 2022. "Erratum to Highways, Market Access and Spatial Sorting," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1233-1233.
    28. Genesove, David & Mayer, Christopher J, 1997. "Equity and Time to Sale in the Real Estate Market," American Economic Review, American Economic Association, vol. 87(3), pages 255-269, June.
    29. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    30. Roni Frish & Shay Tsur, 2010. "Transport Infrastructure Investment, Commuting, and Wages," Israel Economic Review, Bank of Israel, vol. 7(2), pages 55-79.
    31. Gilles Duranton & Matthew A. Turner, 2011. "The Fundamental Law of Road Congestion: Evidence from US Cities," American Economic Review, American Economic Association, vol. 101(6), pages 2616-2652, October.
    32. Leah Brooks & Byron Lutz, 2019. "Vestiges of Transit: Urban Persistence at a Microscale," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 385-399, July.
    33. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    34. Sander Hoogendoorn & Joost van Gemeren & Paul Verstraten & Kees Folmer, 2019. "House prices and accessibility: evidence from a quasi-experiment in transport infrastructure," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 57-87.
    35. Jesper Bláfoss Ingvardson & Otto Anker Nielsen, 2018. "Effects of new bus and rail rapid transit systems – an international review," Transport Reviews, Taylor & Francis Journals, vol. 38(1), pages 96-116, January.
    36. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 379-406.
    37. Boris A. Portnov & Bella Genkin & Boaz Barzilay, 2009. "Investigating the Effect of Train Proximity on Apartment Prices: Haifa, Israel as a Case Study," Journal of Real Estate Research, American Real Estate Society, vol. 31(4), pages 371-396.
    38. Albouy, David & Lue, Bert, 2015. "Driving to opportunity: Local rents, wages, commuting, and sub-metropolitan quality of life," Journal of Urban Economics, Elsevier, vol. 89(C), pages 74-92.
    39. Ofer Raz-Dror, 2019. "The Changes In Rent In Israel During The Years Of The Housing Crisis 2008–2015," Israel Economic Review, Bank of Israel, vol. 17(1), pages 73-116.
    40. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    41. Diao, Mi & Leonard, Delon & Sing, Tien Foo, 2017. "Spatial-difference-in-differences models for impact of new mass rapid transit line on private housing values," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 64-77.
    42. Gaduh, Arya & Gračner, Tadeja & Rothenberg, Alexander D., 2022. "Life in the slow lane: Unintended consequences of public transit in Jakarta," Journal of Urban Economics, Elsevier, vol. 128(C).
    43. Nathaniel Baum-Snow, 2010. "Changes in Transportation Infrastructure and Commuting Patterns in US Metropolitan Areas, 1960-2000," American Economic Review, American Economic Association, vol. 100(2), pages 378-382, May.
    44. Claudio A. Agostini & Gastón A. Palmucci, 2008. "The Anticipated Capitalisation Effect of a New Metro Line on Housing Prices," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 233-256, June.
    45. Abu-Qarn, Aamer & Lichtman-Sadot, Shirlee, 2022. "Can greater access to secondary health care decrease health inequality? Evidence from bus line introduction to Arab towns in Israel," Economic Modelling, Elsevier, vol. 106(C).
    46. Duranton, Gilles & Turner, Matthew A., 2018. "Urban form and driving: Evidence from US cities," Journal of Urban Economics, Elsevier, vol. 108(C), pages 170-191.
    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. Stephan Heblich & Stephen J Redding & Daniel M Sturm, 2020. "The Making of the Modern Metropolis: Evidence from London," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2059-2133.
    2. Stephen J. Redding, 2020. "Trade and Geography," NBER Working Papers 27821, National Bureau of Economic Research, Inc.
    3. Redding, Stephen, 2021. "Suburbanization in the United States 1970-2010," CEPR Discussion Papers 16174, C.E.P.R. Discussion Papers.
    4. Redding, Stephen & Nakajima, Kentaro & Miyauchi, Yuhei, 2021. "Consumption access and agglomeration: evidence from smartphone data," LSE Research Online Documents on Economics 114353, London School of Economics and Political Science, LSE Library.
    5. Egger, Peter H. & Loumeau, Gabriel & Loumeau, Nicole, 2023. "China's dazzling transport-infrastructure growth: Measurement and effects," Journal of International Economics, Elsevier, vol. 142(C).
    6. Gilles Duranton & Geetika Nagpal & Matthew A. Turner, 2020. "Transportation Infrastructure in the US," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 165-210, National Bureau of Economic Research, Inc.
    7. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    8. Santamaria, Marta, 2020. "Reshaping Infrastructure: Evidence from the division of Germany," The Warwick Economics Research Paper Series (TWERPS) 1244, University of Warwick, Department of Economics.
    9. Ciani, Emanuele & de Blasio, Guido & Poy, Samuele, 2022. "A freeway to prosperity? Evidence from Calabria, South of Italy," Economics of Transportation, Elsevier, vol. 29(C).
    10. Stephan Fretz & Raphaël Parchet & Frédéric Robert-Nicoud, 2022. "Highways, Market Access and Spatial Sorting," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1011-1036.
    11. Hanlon, W.Walker & Heblich, Stephan, 2022. "History and urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    12. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    13. Claudia N. Berg & Uwe Deichmann & Yishen Liu & Harris Selod, 2017. "Transport Policies and Development," Journal of Development Studies, Taylor & Francis Journals, vol. 53(4), pages 465-480, April.
    14. Santamaria, Marta, 2020. "Reshaping Infrastructure : Evidence from the division of Germany," CAGE Online Working Paper Series 456, Competitive Advantage in the Global Economy (CAGE).
    15. Stephen J. Redding, 2022. "Suburbanization in the USA, 1970–2010," Economica, London School of Economics and Political Science, vol. 89(S1), pages 110-136, June.
    16. David B Audretsch & Dirk Christian Dohse & João Pereira dos Santos, 0. "The effects of highway tolls on private business activity—results from a natural experiment," Journal of Economic Geography, Oxford University Press, vol. 20(6), pages 1331-1357.
    17. Yoshifumi Konishi & Akari Ono, 2024. "Do Winners Win More from Transport Megaprojects? Evidence from the Great Seto Bridges in Japan," Keio-IES Discussion Paper Series 2024-003, Institute for Economics Studies, Keio University.
    18. Olof Ejermo & Katrin Hussinger & Basheer Kalash & Torben Schubert, 2022. "Innovation in Malmö after the Öresund Bridge," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 5-20, January.
    19. Gibbons, Stephen & Lyytikäinen, Teemu & Overman, Henry G. & Sanchis-Guarner, Rosa, 2019. "New road infrastructure: The effects on firms," Journal of Urban Economics, Elsevier, vol. 110(C), pages 35-50.
    20. Christensen, Peter & Osman, Adam, 2021. "The Demand for Mobility: Evidence from an Experiment with Uber Riders," IZA Discussion Papers 14179, Institute of Labor Economics (IZA).

    More about this item

    JEL classification:

    • R40 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - General
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:boi:wpaper:2023.12. 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: Yossi Yakhin (email available below). General contact details of provider: https://edirc.repec.org/data/boigvil.html .

    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.