IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v37y2013i12p4989-5006.html
   My bibliography  Save this article

Loan collateral and financial reporting conservatism: Chinese evidence

Author

Listed:
  • Chen, Jeff Zeyun
  • Lobo, Gerald J.
  • Wang, Yanyan
  • Yu, Lisheng

Abstract

We examine the relation between the use of collateral and financial reporting conservatism for a sample of Chinese firms. In the absence of flexibility in risk pricing through interest rates and strong contract enforcement in China, we find that lenders reduce collateral requirements from more conservative borrowers and that this negative relation is significantly moderated by borrowers’ poor credit quality and low asset tangibility. Our finding that conservatism can result in a tangible benefit in the form of lower collateral requirements indicates that lenders value financial reporting conservatism. However, the benefit from financial reporting conservatism is muted as lenders become more concerned about borrowers’ default risk or ability to pledge tangible assets as collateral against loans.

Suggested Citation

  • Chen, Jeff Zeyun & Lobo, Gerald J. & Wang, Yanyan & Yu, Lisheng, 2013. "Loan collateral and financial reporting conservatism: Chinese evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4989-5006.
    • Handle: RePEc:eee:jbfina:v:37:y:2013:i:12:p:4989-5006
    DOI: 10.1016/j.jbankfin.2013.09.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426613003610
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbankfin.2013.09.003?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Richard Podpiera, 2006. "Progress in China’s Banking Sector Reform: Has Bank Behavior Changed?," IMF Working Papers 2006/071, International Monetary Fund.
    2. Thomas Cooley & Ramon Marimon & Vincenzo Quadrini, 2004. "Aggregate Consequences of Limited Contract Enforceability," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 817-847, August.
    3. David Easley & Soeren Hvidkjaer & Maureen O'Hara, 2002. "Is Information Risk a Determinant of Asset Returns?," Journal of Finance, American Finance Association, vol. 57(5), pages 2185-2221, October.
    4. Boyd, John H & Smith, Bruce D, 1993. "The Equilibrium Allocation of Investment Capital in the Presence of Adverse Selection and Costly State Verification," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 3(3), pages 427-451, July.
    5. Valeri V. Nikolaev, 2010. "Debt Covenants and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 137-176, March.
    6. Berger, Allen N. & Espinosa-Vega, Marco A. & Frame, W. Scott & Miller, Nathan H., 2011. "Why do borrowers pledge collateral? New empirical evidence on the role of asymmetric information," Journal of Financial Intermediation, Elsevier, vol. 20(1), pages 55-70, January.
    7. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    8. Chakraborty, Atreya & Hu, Charles X., 2006. "Lending relationships in line-of-credit and nonline-of-credit loans: Evidence from collateral use in small business," Journal of Financial Intermediation, Elsevier, vol. 15(1), pages 86-107, January.
    9. Hanwen Chen & Jeff Zeyun Chen & Gerald J. Lobo & Yanyan Wang, 2010. "Association Between Borrower and Lender State Ownership and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 973-1014, December.
    10. Valeri V. Nikolaev, 2010. "Debt Covenants and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 51-89, March.
    11. Williamson, Stephen D., 1986. "Costly monitoring, financial intermediation, and equilibrium credit rationing," Journal of Monetary Economics, Elsevier, vol. 18(2), pages 159-179, September.
    12. Che, Jiahua & Qian, Yingyi, 1998. "Institutional Environment, Community Government, and Corporate Governance: Understanding China's Township-Village Enterprises," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 14(1), pages 1-23, April.
    13. Boot, Arnoud W A & Thakor, Anjan V & Udell, Gregory F, 1991. "Secured Lending and Default Risk: Equilibrium Analysis, Policy Implications and Empirical Results," Economic Journal, Royal Economic Society, vol. 101(406), pages 458-472, May.
    14. Rafael La Porta & Florencio Lopez-de-Silanes & Guillermo Zamarripa, 2003. "Related Lending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 231-268.
    15. Philippe Aghion & Patrick Bolton, 1992. "An Incomplete Contracts Approach to Financial Contracting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 473-494.
    16. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    17. Hainz, Christa, 2003. "Bank competition and credit markets in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 223-245, June.
    18. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    19. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    20. Berger, Allen N. & Scott Frame, W. & Ioannidou, Vasso, 2011. "Tests of ex ante versus ex post theories of collateral using private and public information," Journal of Financial Economics, Elsevier, vol. 100(1), pages 85-97, April.
    21. Koivu, Tuuli, 2009. "Has the Chinese economy become more sensitive to interest rates? Studying credit demand in China," China Economic Review, Elsevier, vol. 20(3), pages 455-470, 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. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    24. Beatty, Anne & Weber, Joseph & Yu, Jeff Jiewei, 2008. "Conservatism and Debt," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 154-174, August.
    25. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    26. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    27. Zhang, Jieying, 2008. "The contracting benefits of accounting conservatism to lenders and borrowers," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 27-54, March.
    28. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    29. Menkhoff, Lukas & Neuberger, Doris & Suwanaporn, Chodechai, 2006. "Collateral-based lending in emerging markets: Evidence from Thailand," Journal of Banking & Finance, Elsevier, vol. 30(1), pages 1-21, January.
    30. Jia, Chunxin, 2009. "The effect of ownership on the prudential behavior of banks - The case of China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 77-87, January.
    31. Chan, Yuk-Shee & Kanatas, George, 1985. "Asymmetric Valuations and the Role of Collateral in Loan Agreements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 84-95, February.
    32. Douglas Gale & Martin Hellwig, 1985. "Incentive-Compatible Debt Contracts: The One-Period Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(4), pages 647-663.
    33. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    34. Rui Albuquerque & Hugo A. Hopenhayn, 2004. "Optimal Lending Contracts and Firm Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 285-315.
    35. Besanko, David & Thakor, Anjan V., 1987. "Competitive equilibrium in the credit market under asymmetric information," Journal of Economic Theory, Elsevier, vol. 42(1), pages 167-182, June.
    36. Berkman, Henk & Cole, Rebel A. & Fu, Lawrence J., 2009. "Expropriation through loan guarantees to related parties: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 141-156, January.
    37. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    38. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    39. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-689, October.
    40. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2010. "Formal versus Informal Finance: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3048-3097, August.
    41. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    42. Cull, Robert & Xu, Lixin Colin, 2003. "Who gets credit? The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises," Journal of Development Economics, Elsevier, vol. 71(2), pages 533-559, August.
    43. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    44. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    45. Ryan Ball & Robert M. Bushman & Florin P. Vasvari, 2008. "The Debt‐Contracting Value of Accounting Information and Loan Syndicate Structure," Journal of Accounting Research, Wiley Blackwell, vol. 46(2), pages 247-287, May.
    46. Stephen Ryan, 2006. "Identifying Conditional Conservatism," European Accounting Review, Taylor & Francis Journals, vol. 15(4), pages 511-525.
    47. Cull, Robert & Xu, Lixin Colin, 2000. "Bureaucrats, State Banks, and the Efficiency of Credit Allocation: The Experience of Chinese State-Owned Enterprises," Journal of Comparative Economics, Elsevier, vol. 28(1), pages 1-31, March.
    48. Brick, Ivan E. & Palia, Darius, 2007. "Evidence of jointness in the terms of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 452-476, July.
    49. Beaver, WH & Ryan, SG, 2000. "Biases and lags in book value and their effects on the ability of the book-to-market ratio to predict book return on equity," Journal of Accounting Research, Wiley Blackwell, vol. 38(1), pages 127-148.
    50. Lin, Huidan, 2011. "Foreign bank entry and firms' access to bank credit: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 1000-1010, April.
    51. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    52. 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.
    53. Todd A. Gormley & Bong Hwan Kim & Xiumin Martin, 2012. "Do Firms Adjust Their Timely Loss Recognition in Response to Changes in the Banking Industry?," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 159-196, March.
    54. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    55. Smith, Clifford Jr. & Warner, Jerold B., 1979. "On financial contracting : An analysis of bond covenants," Journal of Financial Economics, Elsevier, vol. 7(2), pages 117-161, June.
    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. Lin, Zhijun & Song, Byron Y. & Tian, Zhimin, 2016. "Does director-level reputation matter? Evidence from bank loan contracting," Journal of Banking & Finance, Elsevier, vol. 70(C), pages 160-176.
    2. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    3. Dou, Huan & Liu, Yuanyuan & Shi, Yaru & Xu, Hanwen, 2022. "Are related-party transactions beneficial or detrimental in emerging markets? New evidence of financial services agreements from China," International Review of Financial Analysis, Elsevier, vol. 81(C).
    4. Xiang, Dong & Zhang, Yuming & Worthington, Andrew C. & Liu, Yanchu, 2020. "Raising capital for the family firm for sustainability: Whence the advantage?," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    5. repec:zbw:bofitp:2016_005 is not listed on IDEAS
    6. Zhang, Xinyue & Zhong, Yuxiang & Li, Wanli, 2022. "The effect of borrowers' accounting conservatism on lenders' loan loss provisions: Evidence from China's banking industry," International Review of Financial Analysis, Elsevier, vol. 82(C).
    7. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    8. Guangming Gong & Si Xu & Xun Gong, 2018. "On the Value of Corporate Social Responsibility Disclosure: An Empirical Investigation of Corporate Bond Issues in China," Journal of Business Ethics, Springer, vol. 150(1), pages 227-258, June.
    9. Wei Wang & Xue-Zhou Zhao & Feng-Wen Chen & Chia-Huei Wu & Sangbing Tsai & Jiangtao Wang, 2019. "The Effect of Corporate Social Responsibility and Public Attention on Innovation Performance: Evidence from High-polluting Industries," IJERPH, MDPI, vol. 16(20), pages 1-20, October.
    10. Guangyu Huang & Fei Ye & Yina Li & Lujie Chen & Minhao Zhang, 2023. "Corporate social responsibility and bank credit loans: Exploring the moderating effect of the institutional environment in China," Asia Pacific Journal of Management, Springer, vol. 40(2), pages 707-742, June.
    11. Wang, Lu & Su, Zhong-qin & Fung, Hung-Gay & Jin, Hong-min & Xiao, Zuoping, 2021. "Do CEOs with academic experience add value to firms? Evidence on bank loans from Chinese firms," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    12. Dan Zhang & Shiguang Ma & Xiaofei Pan, 2023. "How do institutional investors influence accounting conservatism in China?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S2), pages 2719-2754, June.
    13. Can An & Xiaofei Pan & Gary Tian, 2016. "How Does Corporate Governance Affect Loan Collateral? Evidence from Chinese SOEs and Non-SOEs," International Review of Finance, International Review of Finance Ltd., vol. 16(3), pages 325-356, September.
    14. Pan, Xiaofei, 2017. "Accounting conservatism, bank lending and firm investment: Evidence from a quasi-experiment of China's stimulus package," Pacific-Basin Finance Journal, Elsevier, vol. 44(C), pages 64-79.
    15. Fengyan Yu & Qi Liang & Wei Wang, 2020. "State ownership and banks’ information rents: Evidence from China," The Financial Review, Eastern Finance Association, vol. 55(2), pages 277-306, May.
    16. Xu, Bing & Wang, Honglin & Rixtel, Adrian van, 2016. "Do banks extract informational rents through collateral?," BOFIT Discussion Papers 5/2016, Bank of Finland Institute for Emerging Economies (BOFIT).
    17. Pan, Xiaofei & Tian, Gary Gang, 2016. "Family control and loan collateral: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 53-68.

    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. Kislat, Carmen & Menkhoff, Lukas & Neuberger, Doris, 2013. "The use of collateral in formal and informal lending," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79765, Verein für Socialpolitik / German Economic Association.
    2. Dias Duarte, Fábio & Matias Gama, Ana Paula & Paulo Esperança, José, 2017. "Collateral-based in SME lending: The role of business collateral and personal collateral in less-developed countries," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 406-422.
    3. Berger, Allen N. & Scott Frame, W. & Ioannidou, Vasso, 2011. "Tests of ex ante versus ex post theories of collateral using private and public information," Journal of Financial Economics, Elsevier, vol. 100(1), pages 85-97, April.
    4. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    5. Ioannidou, Vasso & Pavanini, Nicola & Peng, Yushi, 2022. "Collateral and asymmetric information in lending markets," Journal of Financial Economics, Elsevier, vol. 144(1), pages 93-121.
    6. Berger, Allen N. & Espinosa-Vega, Marco A. & Frame, W. Scott & Miller, Nathan H., 2011. "Why do borrowers pledge collateral? New empirical evidence on the role of asymmetric information," Journal of Financial Intermediation, Elsevier, vol. 20(1), pages 55-70, January.
    7. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    8. An, Can & Pan, Xiaofei & Tian, Gary Gang, 2014. "Ownership structure and collateral requirements: Evidence from China's listed firms," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 168-178.
    9. Yaldız Hanedar, Elmas & Broccardo, Eleonora & Bazzana, Flavio, 2014. "Collateral requirements of SMEs: The evidence from less-developed countries," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 106-121.
    10. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    11. repec:zbw:bofitp:2016_005 is not listed on IDEAS
    12. Zhang, Xinyue & Zhong, Yuxiang & Li, Wanli, 2022. "The effect of borrowers' accounting conservatism on lenders' loan loss provisions: Evidence from China's banking industry," International Review of Financial Analysis, Elsevier, vol. 82(C).
    13. Elmas Yaldiz Hanedar & Eleonora Broccardo & Flavio Bazzana, 2012. "Collateral Requirements of SMEs:The Evidence from Less–Developed Countries," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0034, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    14. Xu, Bing & Wang, Honglin & Rixtel, Adrian van, 2016. "Do banks extract informational rents through collateral?," BOFIT Discussion Papers 5/2016, Bank of Finland Institute for Emerging Economies (BOFIT).
    15. Meles, Antonio & Porzio, Claudio & Sampagnaro, Gabriele & Starita, Maria Grazia & Verdoliva, Vincenzo, 2017. "Collateralization of business loans: Testing the prediction of theories," Research in International Business and Finance, Elsevier, vol. 42(C), pages 922-938.
    16. Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
    17. Inder K. Khurana & Changjiang Wang, 2015. "Debt Maturity Structure and Accounting Conservatism," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(1-2), pages 167-203, January.
    18. Ashiqur Rahman & Jaroslav Belas & Tomas Kliestik & Ladislav Tyll, 2017. "Collateral requirements for SME loans: empirical evidence from the Visegrad countries," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(4), pages 650-675, July.
    19. Allen N. Berger & W. Scott Frame & Vasso P. Ioannidou, 2011. "Reexamining the empirical relation between loan risk and collateral: the roles of collateral characteristics and types," FRB Atlanta Working Paper 2011-12, Federal Reserve Bank of Atlanta.
    20. García Lara, Juan Manuel & García Osma, Beatriz & Penalva, Fernando, 2016. "Accounting conservatism and firm investment efficiency," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 221-238.
    21. Berger, A.N. & Frame, W.S. & Ioannidou, V., 2012. "Reexamining the Empirical Relation between Loan Risk and Collateral : The Role of the Economic Characteristics of Collateral," Other publications TiSEM 5c03486b-e818-472a-86da-c, Tilburg University, School of Economics and Management.

    More about this item

    Keywords

    Loan collateral; Financial reporting conservatism; Debt contracting; Default risk; Asset tangibility;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:jbfina:v:37:y:2013:i:12:p:4989-5006. 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/jbf .

    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.