IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2409.04326.html
   My bibliography  Save this paper

Platform-Mediated Consolidation and Offline Store Expansion: Evidence from Real Estate Brokerages in Major Chinese Cities

Author

Listed:
  • Guoying Deng
  • Xuyuan Zhang

Abstract

This study examines the impact of offline store expansion by Lianjia, China's leading real estate brokerage, within the framework of platform-mediated consolidation. By analyzing micro-level transactions of second-hand houses from Lianjia in ten major Chinese cities from 2016 to 2022, this research investigates how the transaction patterns of traditional brokerages, characterized by the strategic clustering of offline stores, transition towards platform-mediated consolidation, thereby facilitating the development of an extensive franchise network. Utilizing a regression discontinuity design (RDD), this study quantifies the optimal influence radius of offline stores (410 meters) on housing transactions. this study empirically estimates the effects of real estate brokerage's offline store expansion and platform-mediated consolidation on transaction properties. The results indicate that this strategy significantly boosts revenues and attracts more people to housing tours. Additionally, the results suggest that neither the platform-mediated strategy nor offline expansion affects the transaction period, but offline store expansion can reduce the price gap between sellers and buyers. Furthermore, this study introduces a measure of network effect, revealing that Lianjia's offline stores exhibit a local clustering pattern with moderate network strength. The analysis of platform-mediated consolidation indicates a significantly positive effect on network strength. This study provides valuable insights into the synergy between offline store expansion and online platform development, elucidating future trajectories in the evolving real estate brokerage market and analogous sectors.

Suggested Citation

  • Guoying Deng & Xuyuan Zhang, 2024. "Platform-Mediated Consolidation and Offline Store Expansion: Evidence from Real Estate Brokerages in Major Chinese Cities," Papers 2409.04326, arXiv.org.
  • Handle: RePEc:arx:papers:2409.04326
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2409.04326
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. E. Glen Weyl, 2010. "A Price Theory of Multi-sided Platforms," American Economic Review, American Economic Association, vol. 100(4), pages 1642-1672, September.
    2. Zhongjin Li & Hao Qi, 2022. "Platform power: monopolisation and financialisation in the era of big tech," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 46(6), pages 1289-1314.
    3. Agarwal, Sumit & Kuang, Weida & Wang, Long & Yang, Yang, 2024. "The role of agents in fraudulent activities: Evidence from the housing market in Beijing," Journal of Urban Economics, Elsevier, vol. 142(C).
    4. Sophia Gilbukh & Paul Goldsmith-Pinkham, 2019. "Heterogeneous Real Estate Agents and the Housing Cycle," 2019 Meeting Papers 932, Society for Economic Dynamics.
    5. Farrell, Joseph & Shapiro, Carl, 1990. "Horizontal Mergers: An Equilibrium Analysis," American Economic Review, American Economic Association, vol. 80(1), pages 107-126, March.
    6. Pope, Devin G. & Pope, Jaren C. & Sydnor, Justin R., 2015. "Focal points and bargaining in housing markets," Games and Economic Behavior, Elsevier, vol. 93(C), pages 89-107.
    7. Genesove, David & Han, Lu, 2012. "Search and matching in the housing market," Journal of Urban Economics, Elsevier, vol. 72(1), pages 31-45.
    8. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    9. Kaiji Chen & Yi Wen, 2017. "The Great Housing Boom of China," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(2), pages 73-114, April.
    10. Han, Lu & Strange, William C., 2015. "The Microstructure of Housing Markets," 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 813-886, Elsevier.
    11. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    12. Jean-Charles Rochet & Jean Tirole, 2003. "Platform Competition in Two-Sided Markets," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 990-1029, June.
    13. Zumpano, Leonard V. & Johnson, Ken H. & Anderson, Randy I., 2003. "Internet use and real estate brokerage market intermediation," Journal of Housing Economics, Elsevier, vol. 12(2), pages 134-150, June.
    14. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    15. Jason Beck & Frank Scott & Aaron Yelowitz, 2022. "The Impact of Real Estate Agent Specialization and Activity Level on Market Outcomes," Journal of Housing Research, Taylor & Francis Journals, vol. 31(2), pages 163-180, October.
    16. Monika Piazzesi & Martin Schneider & Johannes Stroebel, 2020. "Segmented Housing Search," American Economic Review, American Economic Association, vol. 110(3), pages 720-759, March.
    17. Igal Hendel & Aviv Nevo & François Ortalo-Magné, 2009. "The Relative Performance of Real Estate Marketing Platforms: MLS versus FSBOMadison.com," American Economic Review, American Economic Association, vol. 99(5), pages 1878-1898, December.
    18. Marc Rysman, 2009. "The Economics of Two-Sided Markets," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 125-143, Summer.
    19. Agarwal, Sumit & He, Jia & Sing, Tien Foo & Song, Changcheng, 2019. "Do real estate agents have information advantages in housing markets?," Journal of Financial Economics, Elsevier, vol. 134(3), pages 715-735.
    20. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    21. Bo Zhao, 2015. "Rational housing bubble," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 60(1), pages 141-201, September.
    22. Stijn Van Nieuwerburgh & Laura Veldkamp, 2010. "Information Acquisition and Under-Diversification," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 779-805.
    23. Junhong Chu & Yige Duan & Xianling Yang & Li Wang, 2021. "The Last Mile Matters: Impact of Dockless Bike Sharing on Subway Housing Price Premium," Management Science, INFORMS, vol. 67(1), pages 297-316, January.
    24. Edward Glaeser & Wei Huang & Yueran Ma & Andrei Shleifer, 2017. "A Real Estate Boom with Chinese Characteristics," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 93-116, Winter.
    25. d'Aspremont, C & Gabszewicz, Jean Jaskold & Thisse, J-F, 1979. "On Hotelling's "Stability in Competition"," Econometrica, Econometric Society, vol. 47(5), pages 1145-1150, September.
    26. Panle Jia Barwick & Parag A. Pathak & Maisy Wong, 2017. "Conflicts of Interest and Steering in Residential Brokerage," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 191-222, July.
    27. Michael Bailey & Ruiqing Cao & Theresa Kuchler & Johannes Stroebel, 2018. "The Economic Effects of Social Networks: Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2224-2276.
    28. G. Donald Jud & Terry G. Seaks & Daniel T. Winkler, 1996. "Time on the Market: The Impact of Residential Brokerage," Journal of Real Estate Research, American Real Estate Society, vol. 12(3), pages 447-458.
    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. William N Goetzmann & Christophe Spaenjers & Stijn Van Nieuwerburgh, 2021. "Real and Private-Value Assets [Gendered prices]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3497-3526.
    2. Jullien, Bruno & Pavan, Alessandro & Rysman, Marc, 2021. "Two-sided Markets, Pricing, and Network Effects," TSE Working Papers 21-1238, Toulouse School of Economics (TSE).
    3. Xing Wan & Javier Cenamor & Geoffrey Parker & Marshall Van Alstyne, 2017. "Unraveling Platform Strategies: A Review from an Organizational Ambidexterity Perspective," Sustainability, MDPI, vol. 9(5), pages 1-18, May.
    4. Lam, W., 2015. "Switching Costs in Two-sided Markets," LIDAM Discussion Papers CORE 2015024, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    5. Hai Long Duong & Junhong Chu & Dai Yao, 2023. "Taxi Drivers’ Response to Cancellations and No-Shows: New Evidence for Reference-Dependent Preferences," Management Science, INFORMS, vol. 69(1), pages 179-199, January.
    6. Marco Antonielli & Lapo Filistrucchi, 2011. "Collusion and the political differentiation of newspapers," Working Papers 11-26, NET Institute, revised Nov 2011.
    7. Bruno Jullien & Alessandro Pavan, 2013. "Platform Competition under Dispersed Information," Discussion Papers 1568, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    8. Wing Man Wynne Lam, 2017. "Switching Costs in Two-Sided Markets," Journal of Industrial Economics, Wiley Blackwell, vol. 65(1), pages 136-182, March.
    9. Ginger Zhe Jin & Marc Rysman, 2015. "Platform Pricing at Sports Card Conventions," Journal of Industrial Economics, Wiley Blackwell, vol. 63(4), pages 704-735, December.
    10. Lapo Filistrucchi & Damien Geradin & Eric van Damme, 2012. "Identifying Two-Sided Markets," Working Papers - Economics wp2012_01.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    11. Charles Angelucci & Julia Cagé & Michael Sinkinson, 2024. "Media Competition and News Diets," American Economic Journal: Microeconomics, American Economic Association, vol. 16(2), pages 62-102, May.
    12. Charles Angelucci & Julia Cagé, 2019. "Newspapers in Times of Low Advertising Revenues," American Economic Journal: Microeconomics, American Economic Association, vol. 11(3), pages 319-364, August.
    13. Jullien, Bruno & Pavan, Alessandro, 2013. "Platform Pricing under Dispersed Information," IDEI Working Papers 793, Institut d'Économie Industrielle (IDEI), Toulouse.
    14. Justus Haucap & Torben Stühmeier, 2016. "Competition and antitrust in Internet markets," Chapters, in: Johannes M. Bauer & Michael Latzer (ed.), Handbook on the Economics of the Internet, chapter 9, pages 183-210, Edward Elgar Publishing.
    15. Paul Belleflamme & Martin Peitz, 2018. "Platforms and network effects," Chapters, in: Luis C. Corchón & Marco A. Marini (ed.), Handbook of Game Theory and Industrial Organization, Volume II, chapter 11, pages 286-317, Edward Elgar Publishing.
    16. Simon P. Anderson & Bruno Jullien, 2015. "The advertising-financed business model in two-sided media markets," Post-Print hal-02866192, HAL.
    17. Anil K. Jain & Robert M. Townsend, 2021. "The economics of platforms in a Walrasian framework," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(3), pages 877-924, April.
    18. repec:spo:wpmain:info:hdl:2441/4ec86lkes59hv9tfv77ld1p5fr is not listed on IDEAS
    19. Jullien, Bruno, 2010. "Two-Sided B2B Platforms," TSE Working Papers 11-223, Toulouse School of Economics (TSE), revised Mar 2011.
    20. repec:spo:wpmain:info:hdl:2441/4edekc99or8n2bu86nu4ua8adl is not listed on IDEAS
    21. repec:hal:spmain:info:hdl:2441/4edekc99or8n2bu86nu4ua8adl is not listed on IDEAS
    22. Wilko Bolt & Sujit Chakravorti, 2010. "Digitization of Retail Payment," DNB Working Papers 270, Netherlands Central Bank, Research Department.
    23. Charles Angelucci & Julia Cage & Michael Sinkinson, 2020. "Media Competition and News Diets," SciencePo Working papers Main hal-03393063, HAL.

    More about this item

    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:arx:papers:2409.04326. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.