IDEAS home Printed from https://ideas.repec.org/a/bla/ecinqu/v45y2007i2p395-406.html
   My bibliography  Save this article

The Procyclical Leverage Effect Of Collateral Value On Bank Loans—Evidence From The Transaction Data Of Taiwan

Author

Listed:
  • NAN‐KUANG CHEN
  • HUNG‐JEN WANG

Abstract

We investigated the empirical relationship between firms’ collateral values and land‐secured loans over asset price cycles. A simultaneous equation model of loan demand and supply was estimated using a transaction‐level data set from Taiwan. The data set contains collateral information and identifies lenders and borrowers. We found that the value of collateralizable assets has positive and significant effects on loan amounts and that the leverage effect of collateral is procyclical to asset price cycles. Firms in the electronics industry, the star industry in the sample period, are found to borrow more than other firms do at each marginal dollar of collateral. (JEL C50, E30, G20)

Suggested Citation

  • Nan‐Kuang Chen & Hung‐Jen Wang, 2007. "The Procyclical Leverage Effect Of Collateral Value On Bank Loans—Evidence From The Transaction Data Of Taiwan," Economic Inquiry, Western Economic Association International, vol. 45(2), pages 395-406, April.
  • Handle: RePEc:bla:ecinqu:v:45:y:2007:i:2:p:395-406
    DOI: 10.1111/j.1465-7295.2006.00015.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1465-7295.2006.00015.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1465-7295.2006.00015.x?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
    ---><---

    References listed on IDEAS

    as
    1. Chen, Nan-Kuang, 2001. "Bank net worth, asset prices and economic activity," Journal of Monetary Economics, Elsevier, vol. 48(2), pages 415-436, October.
    2. Ogawa, Kazuo & Kitasaka, Shin-ichi & Yamaoka, Hiroshi & Iwata, Yasuharu, 1996. "Borrowing Constraints and the Role of Land Asset in Japanese Corporate Investment Decision," Journal of the Japanese and International Economies, Elsevier, vol. 10(2), pages 122-149, June.
    3. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    5. Ogawa, Kazuo & Suzuki, Kazuyuki, 1998. "Land Value and Corporate Investment: Evidence from Japanese Panel Data," Journal of the Japanese and International Economies, Elsevier, vol. 12(3), pages 232-249, September.
    6. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    7. Nobuhiro Kiyotaki & Kenneth D. West, 1996. "Business Fixed Investment and the Recent Business Cycle in Japan," NBER Chapters, in: NBER Macroeconomics Annual 1996, Volume 11, pages 277-344, National Bureau of Economic Research, Inc.
    8. ,, 2013. "The good, the bad, and the ugly: An inquiry into the causes and nature of credit cycles," Theoretical Economics, Econometric Society, vol. 8(3), September.
    9. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    10. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    11. Jin-Tan Liu & Meng-Wen Tsou & James Hammitt, 1999. "Export activity and productivity: Evidence from the Taiwan electronics industry," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 135(4), pages 675-691, December.
    12. Ester Faia & Tommaso Monacelli, 2005. "Optimal Monetary Policy Rules, Asset Prices and Credit Frictions," Working Papers 279, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    13. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    14. Avery, Robert B. & Bostic, Raphael W. & Samolyk, Katherine A., 1998. "The role of personal wealth in small business finance," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 1019-1061, August.
    15. Martin Ruckes, 2004. "Bank Competition and Credit Standards," The Review of Financial Studies, Society for Financial Studies, vol. 17(4), pages 1073-1102.
    16. Eric S. Rosengren & Joe Peek, 2000. "Collateral Damage: Effects of the Japanese Bank Crisis on Real Activity in the United States," American Economic Review, American Economic Association, vol. 90(1), pages 30-45, March.
    17. Stephen D. Oliner & Glenn D. Rudebusch, 1996. "Is there a broad credit channel for monetary policy?," Economic Review, Federal Reserve Bank of San Francisco, pages 3-13.
    18. Asea, Patrick K. & Blomberg, Brock, 1998. "Lending cycles," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 89-128.
    19. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 399-441.
    20. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    21. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    22. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    23. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    24. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    25. Stephen G. Cecchetti & Hans Genberg & Sushil Wadhwani, 2002. "Asset Prices in a Flexible Inflation Targeting Framework," NBER Working Papers 8970, National Bureau of Economic Research, Inc.
    26. Ben S. Bernanke & Cara S. Lown, 1991. "The Credit Crunch," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 205-248.
    27. Ogawa, Kazuo & Suzuki, Kazuyuki, 2000. "Demand for Bank Loans and Investment under Borrowing Constraints: A Panel Study of Japanese Firm Data," Journal of the Japanese and International Economies, Elsevier, vol. 14(1), pages 1-21, March.
    28. Chen, Nan-Kuang, 2001. "Asset price fluctuations in Taiwan: evidence from stock and real estate prices 1973 to 1992," Journal of Asian Economics, Elsevier, vol. 12(2), pages 215-232.
    29. Vidhan K. Goyal & Takeshi Yamada, 2004. "Asset Price Shocks, Financial Constraints, and Investment: Evidence from Japan," The Journal of Business, University of Chicago Press, vol. 77(1), pages 175-200, January.
    30. 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.
    31. Lindenberg, Eric B & Ross, Stephen A, 1981. "Tobin's q Ratio and Industrial Organization," The Journal of Business, University of Chicago Press, vol. 54(1), pages 1-32, January.
    32. Cara S. Lown & Donald P. Morgan & Sonali Rohatgi, 2000. "Listening to loan officers: the impact of commercial credit standards on lending and output," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 1-16.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Charles Ka Yui Leung & Joe Cho Yiu Ng, 2018. "Macro Aspects of Housing," GRU Working Paper Series GRU_2018_016, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    2. Kenneth K. Chow & Matthew S. Yiu & Charles Ka Yui Leung & Dickson C. Tam, 2008. "Does the DiPasquale-Wheaton Model Explain the House Price Dynamics in China Cities?," Working Papers 212008, Hong Kong Institute for Monetary Research.
    3. Zheng Zheng Li & Chi-Wei Su, 2023. "How does real estate market react to the iron ore boom in Australian capital cities?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 71(2), pages 517-537, October.
    4. Ng, Joe Cho Yiu & Leung, Charles Ka Yui & Chan, Suikang, 2022. "Corporate Real Estate Holding and Stock Returns: International Evidence from Listed Companies," MPRA Paper 111691, University Library of Munich, Germany.
    5. Charles Ka Yui LEUNG, 2022. "Housing and Macroeconomics," ISER Discussion Paper 1197, Institute of Social and Economic Research, Osaka University.
    6. Li, Ying-Syuan & Li, Yiting, 2013. "Liquidity and asset prices: A new monetarist approach," Journal of Monetary Economics, Elsevier, vol. 60(4), pages 426-438.
    7. Huang, Daisy J. & Leung, Charles K. & Qu, Baozhi, 2015. "Do bank loans and local amenities explain Chinese urban house prices?," China Economic Review, Elsevier, vol. 34(C), pages 19-38.
    8. Wing Leong Teo, 2009. "Estimated Dynamic Stochastic General Equilibrium Model Of The Taiwanese Economy," Pacific Economic Review, Wiley Blackwell, vol. 14(2), pages 194-231, May.
    9. Chien-An Wang & Chin-Oh Chang, 2008. "Is It a Heavy Log that Broke the Camel’s Back? Evidence of the Credit Channel in Taiwan’s Construction Industry," International Real Estate Review, Global Social Science Institute, vol. 11(1), pages 38-64.
    10. Charles Ka Yui Leung & Wei Wang, 2007. "An Examination of the Chinese Housing Market through the Lens of the DiPasquale- Wheaton Model: a Graphical Attempt," International Real Estate Review, Global Social Science Institute, vol. 10(2), pages 131-165.
    11. Leung, Charles Ka Yui & Chow, Kenneth & Yiu, Matthew & Tam, Dickson, 2010. "House Market in Chinese Cities: Dynamic Modeling, In-Sampling Fitting and Out-of-Sample Forecasting," MPRA Paper 27367, University Library of Munich, Germany.
    12. T. Thanh-Binh Nguyen & Kuan-Min Wang, 2010. "Causality between housing returns, inflation and economic growth with endogenous breaks," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 8(1), pages 95-115.
    13. Joe Cho Yiu Ng & Charles Ka Yui Leung & Suikang Chen, 2024. "Corporate Real Estate Holding and Stock Returns: Testing Alternative Theories with International Listed Firms," The Journal of Real Estate Finance and Economics, Springer, vol. 68(1), pages 74-102, January.
    14. Tommy Wu & Michael Cheng & Ken Wong, 2017. "Bayesian analysis of Hong Kong's housing price dynamics," Pacific Economic Review, Wiley Blackwell, vol. 22(3), pages 312-331, August.

    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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    2. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments," Journal of Political Economy, University of Chicago Press, vol. 125(6), pages 2126-2177.
    3. Ravn, Søren Hove, 2016. "Endogenous credit standards and aggregate fluctuations," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 89-111.
    4. Bassett, William F. & Chosak, Mary Beth & Driscoll, John C. & Zakrajšek, Egon, 2014. "Changes in bank lending standards and the macroeconomy," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 23-40.
    5. Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
    6. Delis, Manthos D. & Kouretas, Georgios P. & Tsoumas, Chris, 2014. "Anxious periods and bank lending," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 1-13.
    7. Pennacchi, George G., 2005. "Risk-based capital standards, deposit insurance, and procyclicality," Journal of Financial Intermediation, Elsevier, vol. 14(4), pages 432-465, October.
    8. Gorton, Gary & Winton, Andrew, 2003. "Financial intermediation," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 8, pages 431-552, Elsevier.
    9. Giovanni Dell’ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, March.
    10. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    11. Gan, Jie, 2007. "Collateral, debt capacity, and corporate investment: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 85(3), pages 709-734, September.
    12. Figueroa, Nicolás & Leukhina, Oksana, 2018. "Cash flows and credit cycles," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 318-332.
    13. Kupiec, Paul & Lee, Yan & Rosenfeld, Claire, 2017. "Does bank supervision impact bank loan growth?," Journal of Financial Stability, Elsevier, vol. 28(C), pages 29-48.
    14. Driscoll, John C., 2004. "Does bank lending affect output? Evidence from the U.S. states," Journal of Monetary Economics, Elsevier, vol. 51(3), pages 451-471, April.
    15. Krainer, Robert E., 2014. "Monetary policy and bank lending in the Euro area: Is there a stock market channel or an interest rate channel?," Journal of International Money and Finance, Elsevier, vol. 49(PB), pages 283-298.
    16. Levintal, Oren, 2013. "The real effects of banking shocks: Evidence from OECD countries," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 556-578.
    17. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "“In the Short Run Blasé, In the Long Run Risqué”," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 181-226, August.
    18. Figueroa, Nicolás & Leukhina, Oksana, 2015. "Lending terms and aggregate productivity," Journal of Economic Dynamics and Control, Elsevier, vol. 59(C), pages 1-21.
    19. Choi, Dong Beom & Eisenbach, Thomas M. & Yorulmazer, Tanju, 2021. "Watering a lemon tree: Heterogeneous risk taking and monetary policy transmission," Journal of Financial Intermediation, Elsevier, vol. 47(C).
    20. Ilhyock Shim & Goetz Von Peter, 2007. "Distress Selling and Asset Market Feedback," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 16(5), pages 243-291, December.

    More about this item

    JEL classification:

    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

    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:bla:ecinqu:v:45:y:2007:i:2:p:395-406. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/weaaaea.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.