IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v240y2025ics0167268125004524.html

Closing the information gap: Tax data sharing and small business finance

Author

Listed:
  • Li, Shigang
  • Peng, Fanjia
  • Wu, Binzhen
  • Yang, Longjian

Abstract

We examine the impact of government tax-data sharing on small business financing, leveraging a quasi-experiment from the staggered provincial rollout of tax-data integration at a major Chinese internet bank. The results show that tax-data integration significantly enlarges the credit lines offered by the bank. Small firms subsequently increase credit utilization, leading to higher sales and broader business networks, including more buyers and suppliers. Improved credit access also generates supply chain spillovers, raising upstream sales and downstream purchases independent of firms' own credit access. Our findings highlight that government tax-data sharing, by effectively reducing information asymmetry, significantly empowers fintech lending to advance inclusive financing for small businesses.

Suggested Citation

  • Li, Shigang & Peng, Fanjia & Wu, Binzhen & Yang, Longjian, 2025. "Closing the information gap: Tax data sharing and small business finance," Journal of Economic Behavior & Organization, Elsevier, vol. 240(C).
  • Handle: RePEc:eee:jeborg:v:240:y:2025:i:c:s0167268125004524
    DOI: 10.1016/j.jebo.2025.107335
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268125004524
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2025.107335?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    2. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    3. Tao Chen & Yi Huang & Chen Lin & Zixia Sheng, 2022. "Finance and Firm Volatility: Evidence from Small Business Lending in China," Management Science, INFORMS, vol. 68(3), pages 2226-2249, March.
    4. Huang, Yiping & Li, Zhenhua & Qiu, Han & Tao, Sun & Wang, Xue & Zhang, Longmei, 2023. "BigTech credit risk assessment for SMEs," China Economic Review, Elsevier, vol. 81(C).
    5. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    6. Zarutskie, Rebecca, 2006. "Evidence on the effects of bank competition on firm borrowing and investment," Journal of Financial Economics, Elsevier, vol. 81(3), pages 503-537, September.
    7. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    8. Beck, Thorsten & Demirguc-Kunt, Asli & Laeven, Luc & Maksimovic, Vojislav, 2006. "The determinants of financing obstacles," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 932-952, October.
    9. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    10. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    11. Meslier, Céline & Rehault, Pierre-Nicolas & Sauviat, Alain & Yuan, Dian, 2022. "Benefits of local banking in local economic development: Disparities between micro firms and other SMEs," Journal of Banking & Finance, Elsevier, vol. 143(C).
    12. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    13. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2015. "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 151-182, January.
    14. Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Rau, P. Raghavendra & Wardrop, Robert & Ziegler, Tania, 2023. "Fintech and big tech credit: Drivers of the growth of digital lending," Journal of Banking & Finance, Elsevier, vol. 148(C).
    15. Sabrina T. Howell & Theresa Kuchler & David Snitkof & Johannes Stroebel & Jun Wong, 2024. "Lender Automation and Racial Disparities in Credit Access," Journal of Finance, American Finance Association, vol. 79(2), pages 1457-1512, April.
    16. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    17. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    18. He, Zhiguo & Huang, Jing & Zhou, Jidong, 2023. "Open banking: Credit market competition when borrowers own the data," Journal of Financial Economics, Elsevier, vol. 147(2), pages 449-474.
    19. Dennis Bams & Magdalena Pisa & Christian C. P. Wolff, 2021. "Spillovers to small business credit risk," Small Business Economics, Springer, vol. 57(1), pages 323-352, June.
    20. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    21. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    22. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    23. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    24. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    25. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    26. de Chaisemartin, Clément & D’Haultfœuille, Xavier, 2023. "Two-way fixed effects and differences-in-differences estimators with several treatments," Journal of Econometrics, Elsevier, vol. 236(2).
    27. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    28. Tor Jacobson & Erik Schedvin, 2015. "Trade Credit and the Propagation of Corporate Failure: An Empirical Analysis," Econometrica, Econometric Society, vol. 83(4), pages 1315-1371, July.
    29. Hollander, Stephan & Verriest, Arnt, 2016. "Bridging the gap: the design of bank loan contracts and distance," Journal of Financial Economics, Elsevier, vol. 119(2), pages 399-419.
    30. Inessa Love & Nataliya Mylenko, 2003. "Credit reporting and financing constraints," Policy Research Working Paper Series 3142, The World Bank.
    31. Tian, Geran & Wu, Weixing, 2023. "Big data pricing in marketplace lending and price discrimination against repeat borrowers: Evidence from China," China Economic Review, Elsevier, vol. 78(C).
    32. Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2018. "Asymmetric Information and Imperfect Competition in Lending Markets," American Economic Review, American Economic Association, vol. 108(7), pages 1659-1701, July.
    33. Hasan, Iftekhar & Jackowicz, Krzysztof & Jagiełło, Robert & Kowalewski, Oskar & Kozłowski, Łukasz, 2021. "Local banks as difficult-to-replace SME lenders: Evidence from bank corrective programs," Journal of Banking & Finance, Elsevier, vol. 123(C).
    34. Erel, Isil & Liebersohn, Jack, 2022. "Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program," Journal of Financial Economics, Elsevier, vol. 146(1), pages 90-118.
    35. Marco Di Maggio & Vincent Yao, 2021. "Fintech Borrowers: Lax Screening or Cream-Skimming?," The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4565-4618.
    36. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    37. Degryse, Hans & Van Cayseele, Patrick, 2000. "Relationship Lending within a Bank-Based System: Evidence from European Small Business Data," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 90-109, January.
    38. Franklin Allen & Elena Carletti & Robert Cull & Jun QJ Qian & Lemma Senbet & Patricio Valenzuela, 2021. "Improving Access to Banking: Evidence from Kenya [A matter of experience? Understanding the decline in group lending]," Review of Finance, European Finance Association, vol. 25(2), pages 403-447.
    39. Anna M. Costello, 2020. "Credit Market Disruptions and Liquidity Spillover Effects in the Supply Chain," Journal of Political Economy, University of Chicago Press, vol. 128(9), pages 3434-3468.
    40. Jing Cai & Adam Szeidl, 2024. "Indirect Effects of Access to Finance," American Economic Review, American Economic Association, vol. 114(8), pages 2308-2351, August.
    41. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    42. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    43. Dong, Yingwei & Gou, Qin & Qiu, Han, 2023. "Big tech credit score and default risk ——Evidence from loan-level data of a representative microfinance company in China," China Economic Review, Elsevier, vol. 81(C).
    44. Martinez Peria, Maria Soledad & Singh, Sandeep, 2014. "The impact of credit information sharing reforms on firm financing?," Policy Research Working Paper Series 7013, The World Bank.
    45. Canales, Rodrigo & Nanda, Ramana, 2012. "A darker side to decentralized banks: Market power and credit rationing in SME lending," Journal of Financial Economics, Elsevier, vol. 105(2), pages 353-366.
    46. Manasa Gopal & Philipp Schnabl, 2022. "The Rise of Finance Companies and FinTech Lenders in Small Business Lending," The Review of Financial Studies, Society for Financial Studies, vol. 35(11), pages 4859-4901.
    47. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    48. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    49. Juan Camilo Serpa & Harish Krishnan, 2018. "The Impact of Supply Chains on Firm-Level Productivity," Management Science, INFORMS, vol. 64(2), pages 511-532, February.
    50. Jappelli, Tullio & Pagano, Marco, 2002. "Information sharing, lending and defaults: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
    51. Alfaro, Laura & García-Santana, Manuel & Moral-Benito, Enrique, 2021. "On the direct and indirect real effects of credit supply shocks," Journal of Financial Economics, Elsevier, vol. 139(3), pages 895-921.
    52. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    53. Cole, Rebel A. & Sokolyk, Tatyana, 2018. "Debt financing, survival, and growth of start-up firms," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 609-625.
    54. Nitani, Miwako & Legendre, Nicolas, 2021. "Cooperative lenders and the performance of small business loans," Journal of Banking & Finance, Elsevier, vol. 128(C).
    55. Hoai-Luu Q. Nguyen, 2019. "Are Credit Markets Still Local? Evidence from Bank Branch Closings," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 1-32, January.
    56. Jiafeng Chen & Jonathan Roth, 2024. "Logs with Zeros? Some Problems and Solutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 891-936.
    57. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    58. Banu Demir & Beata Javorcik & Tomasz K. Michalski & Evren Ors, 2024. "Financial Constraints and Propagation of Shocks in Production Networks," The Review of Economics and Statistics, MIT Press, vol. 106(2), pages 437-454, March.
    59. Artashes Karapetyan & Bogdan Stacescu, 2014. "Information Sharing and Information Acquisition in Credit Markets," Review of Finance, European Finance Association, vol. 18(4), pages 1583-1615.
    60. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    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. Di, Wenhua & Pattison, Nathaniel, 2023. "Industry Specialization and Small Business Lending," Journal of Banking & Finance, Elsevier, vol. 149(C).
    2. Shusen Qi & Ralph De Haas & Steven Ongena & Stefan Straetmans & Tamas Vadasz, 2024. "Move a little closer? Information sharing and the spatial clustering of bank branches," Review of Finance, European Finance Association, vol. 28(6), pages 1881-1918.
    3. Cerqueiro, Geraldo & Degryse, Hans & Ongena, Steven, 2011. "Rules versus discretion in loan rate setting," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 503-529, October.
    4. Babina, Tania & Bahaj, Saleem & Buchak, Greg & De Marco, Filippo & Foulis, Angus & Gornall, Will & Mazzola, Francesco & Yu, Tong, 2025. "Customer data access and fintech entry: Early evidence from open banking," Journal of Financial Economics, Elsevier, vol. 169(C).
    5. Meghana Ayyagari & Yuxi Cheng & Ariel Weinberger, 2022. "Surviving Pandemics: The Role of Spillovers," CESifo Working Paper Series 9891, CESifo.
    6. Wang, Ting & Xu, Jiani & Yang, Liuyong, 2024. "Financial geographic density and corporate financial asset holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    7. Reto Wernli & Andreas Dietrich, 2022. "Only the brave: improving self-rationing efficiency among discouraged Swiss SMEs," Small Business Economics, Springer, vol. 59(3), pages 977-1003, October.
    8. Paul Beaumont & Huan Tang & Éric Vansteenberghe, 2024. "Collateral Effects: The Role of FinTech in Small Business Lending [Effets collatéraux : le rôle des Fintechs dans le financement des petites et moyennes entreprises]," Débats Economiques et financiers 42, Banque de France.
    9. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
    10. Dierkes, Maik & Erner, Carsten & Langer, Thomas & Norden, Lars, 2013. "Business credit information sharing and default risk of private firms," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2867-2878.
    11. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    12. Ye Guo & Xiaoying Liu & Mingming Zhang, 2025. "From advantage to disadvantage: how FinTech impacts small banks?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-33, December.
    13. Laeven, Luc & Boot, Arnoud & Hoffmann, Peter & Ratnovski, Lev, 2020. "Financial Intermediation and Technology: What’s Old, What’s New?," CEPR Discussion Papers 15004, C.E.P.R. Discussion Papers.
    14. Norden, L., 2015. "The Role of Banks in SME Finance," ERIM Inaugural Address Series Research in Management EIA-2015-062-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam..
    15. Paul Beaumont & Huan Tang & Eric Vansteenberghe, "undated". "Effets collatéraux : le rôle des Fintechs dans le financement des petites et moyennes entreprises," Analyse et synthèse 157, Banque de France.
    16. Xu, Yuqian & Saunders, Anthony & Xiao, Binqing & Li, Xindan, 2020. "Bank relationship loss: The moderating effect of information opacity," Journal of Banking & Finance, Elsevier, vol. 118(C).
    17. Eid, Nourhan & Yang, Junhong & Duygun, Meryem, 2024. "Bridging the credit gap: The influence of regional bank structure on the expansion of peer-to-peer lending," The British Accounting Review, Elsevier, vol. 56(6).
    18. Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
    19. Ghosh, Chinmoy & He, Fan, 2023. "The impact of laws and institutions on financial contracts: Evidence from relationship lending across the world," Journal of Banking & Finance, Elsevier, vol. 148(C).
    20. Ross Levine & Chen Lin & Qilin Peng & Wensi Xie, 2020. "Communication within Banking Organizations and Small Business Lending," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5750-5783.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:eee:jeborg:v:240:y:2025:i:c:s0167268125004524. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.