IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v58y2021ics0275531921001045.html
   My bibliography  Save this article

The financial conservatism of firms in emerging economies

Author

Listed:
  • Machokoto, Michael
  • Chipeta, Chimwemwe
  • Aftab, Nadeem
  • Areneke, Geofry

Abstract

Using a large sample of emerging market firms over the period 1980–2015, we document a high prevalence and persistence of financial conservatism. Specifically, 31% of the African firms have ultra-low leverage (less than 5%), with 42% and 11% having non-positive net-debt (total debt less cash) and no debt (zero-levered), respectively. In further analyses, we find that macroeconomic conditions have a muted effect on financial conservatism. Our results suggest that financial conservatism in emerging markets is due to two main factors; (1) credit constraints, and (2) the desire to attain or enhance financial flexibility. The former calls for pro-market policies that improve access to external finance. At the same time, the latter, which results in the accumulation of cash reserves at the expense of current investments, is a strategic choice aimed at preserving or enhancing financial flexibility. Our results are robust to using alternative sub-sampling, model specifications, definitions of variables and estimation techniques.

Suggested Citation

  • Machokoto, Michael & Chipeta, Chimwemwe & Aftab, Nadeem & Areneke, Geofry, 2021. "The financial conservatism of firms in emerging economies," Research in International Business and Finance, Elsevier, vol. 58(C).
  • Handle: RePEc:eee:riibaf:v:58:y:2021:i:c:s0275531921001045
    DOI: 10.1016/j.ribaf.2021.101483
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531921001045
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2021.101483?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. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    2. 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.
    3. Machokoto, Michael & Areneke, Geofry & Ibrahim, Boulis Maher, 2020. "Rising corporate debt and value relevance of supply-side factors in South Africa," Journal of Business Research, Elsevier, vol. 109(C), pages 26-37.
    4. Srivastava, Anup, 2014. "Why have measures of earnings quality changed over time?," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 196-217.
    5. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    6. Hanousek, Jan & Shamshur, Anastasiya, 2011. "A stubborn persistence: Is the stability of leverage ratios determined by the stability of the economy?," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1360-1376.
    7. Almeida, Heitor & Campello, Murillo & Weisbach, Michael S., 2011. "Corporate financial and investment policies when future financing is not frictionless," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 675-693, June.
    8. Goldstein, Robert & Ju, Nengjiu & Leland, Hayne, 2001. "An EBIT-Based Model of Dynamic Capital Structure," The Journal of Business, University of Chicago Press, vol. 74(4), pages 483-512, October.
    9. Viral Acharya & Sergei A. Davydenko & Ilya A. Strebulaev, 2012. "Cash Holdings and Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3572-3609.
    10. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    11. Halling, Michael & Yu, Jin & Zechner, Josef, 2016. "Leverage dynamics over the business cycle," Journal of Financial Economics, Elsevier, vol. 122(1), pages 21-41.
    12. He, Wen & Ng, Lilian & Zaiats, Nataliya & Zhang, Bohui, 2017. "Dividend policy and earnings management across countries," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 267-286.
    13. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    14. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    15. de Jong, Abe & Kabir, Rezaul & Nguyen, Thuy Thu, 2008. "Capital structure around the world: The roles of firm- and country-specific determinants," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1954-1969, September.
    16. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    17. Mai Iskandar-Datta & Yonghong Jia, 2014. "Investor protection and corporate cash holdings around the world: new evidence," Review of Quantitative Finance and Accounting, Springer, vol. 43(2), pages 245-273, August.
    18. Lotfaliei, Babak, 2018. "Zero leverage and the value in waiting to have debt," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 335-349.
    19. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    20. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    21. Kayo, Eduardo K. & Kimura, Herbert, 2011. "Hierarchical determinants of capital structure," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 358-371, February.
    22. Sadok El Ghoul & Omrane Guedhami & Chuck Kwok & Xiaolan Zheng, 2018. "Zero-Leverage Puzzle: An International Comparison," Review of Finance, European Finance Association, vol. 22(3), pages 1063-1120.
    23. Alexander S. Gorbenko, 2010. "Temporary versus Permanent Shocks: Explaining Corporate Financial Policies," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2591-2647, July.
    24. Marco Sorge & Chendi Zhang & Kostas Koufopoulos, 2017. "Short‐Term Corporate Debt around the World," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(5), pages 997-1029, August.
    25. Bruno Bonizzi, 2017. "International financialisation, developing countries and the contradictions of privatised Keynesianism," Economic and Political Studies, Taylor & Francis Journals, vol. 5(1), pages 21-40, January.
    26. Lambrinoudakis, Costas & Skiadopoulos, George & Gkionis, Konstantinos, 2019. "Capital structure and financial flexibility: Expectations of future shocks," Journal of Banking & Finance, Elsevier, vol. 104(C), pages 1-18.
    27. Tesfaye Taddese Lemma & Minga Negash, 2013. "Institutional, macroeconomic and firm-specific determinants of capital structure," Management Research Review, Emerald Group Publishing Limited, vol. 36(11), pages 1081-1122, October.
    28. repec:oup:rfinst:v:25:y::i:12:p:3572-3609 is not listed on IDEAS
    29. Bessler, Wolfgang & Drobetz, Wolfgang & Haller, Rebekka & Meier, Iwan, 2013. "The international zero-leverage phenomenon," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 196-221.
    30. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    31. Lei, Jin & Qiu, Jiaping & Wan, Chi, 2018. "Asset tangibility, cash holdings, and financial development," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 223-242.
    32. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    33. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    34. Al-Najjar, Basil, 2013. "The financial determinants of corporate cash holdings: Evidence from some emerging markets," International Business Review, Elsevier, vol. 22(1), pages 77-88.
    35. Carol A. Corrado & Charles R. Hulten, 2010. "How Do You Measure a "Technological Revolution"?," American Economic Review, American Economic Association, vol. 100(2), pages 99-104, May.
    36. Franklin Nakpodia & Emmanuel Adegbite, 2018. "Corporate governance and elites," Accounting Forum, Taylor & Francis Journals, vol. 42(1), pages 17-31, March.
    37. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    38. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    39. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    40. Ferrando, Annalisa & Mulier, Klaas, 2013. "Do firms use the trade credit channel to manage growth?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3035-3046.
    41. Mertzanis, Charilaos & Basuony, Mohamed A.K. & Mohamed, Ehab K.A., 2019. "Social institutions, corporate governance and firm-performance in the MENA region," Research in International Business and Finance, Elsevier, vol. 48(C), pages 75-96.
    42. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    43. Dang, Viet Anh, 2013. "An empirical analysis of zero-leverage firms: New evidence from the UK," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 189-202.
    44. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    45. Bigelli, Marco & Martín-Ugedo, Juan Francisco & Sánchez-Vidal, F. Javier, 2014. "Financial conservatism of private firms," Journal of Business Research, Elsevier, vol. 67(11), pages 2419-2427.
    46. Ju, Nengjiu & Parrino, Robert & Poteshman, Allen M. & Weisbach, Michael S., 2005. "Horses and Rabbits? Trade-Off Theory and Optimal Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(2), pages 259-281, June.
    47. Amess, Kevin & Banerji, Sanjay & Lampousis, Athanasios, 2015. "Corporate cash holdings: Causes and consequences," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 421-433.
    48. Michael J. Barclay & Clifford W. Smith, 2005. "The Capital Structure Puzzle: The Evidence Revisited," Journal of Applied Corporate Finance, Morgan Stanley, vol. 17(1), pages 8-17, January.
    49. Thorsten Beck & Samuel Munzele Maimbo & Issa Faye & Thouraya Triki, 2011. "Financing Africa : Through the Crisis and Beyond," World Bank Publications - Books, The World Bank Group, number 2355.
    50. Andrea Gamba & Alexander Triantis, 2008. "The Value of Financial Flexibility," Journal of Finance, American Finance Association, vol. 63(5), pages 2263-2296, October.
    51. Begenau, Juliane & Palazzo, Berardino, 2021. "Firm selection and corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 139(3), pages 697-718.
    52. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    53. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    54. Harjoat S. Bhamra & Lars-Alexander Kuehn & Ilya A. Strebulaev, 2010. "The Aggregate Dynamics of Capital Structure and Macroeconomic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4187-4241, December.
    55. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    56. Ojah, Kalu & Pillay, Kishan, 2009. "Debt markets and corporate debt structure in an emerging market: The South African example," Economic Modelling, Elsevier, vol. 26(6), pages 1215-1227, November.
    57. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    58. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    59. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    60. Strebulaev, Ilya A. & Yang, Baozhong, 2013. "The mystery of zero-leverage firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 1-23.
    61. James R. Brown & Gustav Martinsson & Bruce C. Petersen, 2013. "Law, Stock Markets, and Innovation," Journal of Finance, American Finance Association, vol. 68(4), pages 1517-1549, August.
    62. Devos, Erik & Dhillon, Upinder & Jagannathan, Murali & Krishnamurthy, Srinivasan, 2012. "Why are firms unlevered?," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 664-682.
    63. Richard T. Thakor & Andrew W. Lo, 2015. "Competition and R&D Financing Decisions: Theory and Evidence from the Biopharmaceutical Industry," NBER Working Papers 20903, National Bureau of Economic Research, Inc.
    64. Chen, Yangyang & Dou, Paul Y. & Rhee, S. Ghon & Truong, Cameron & Veeraraghavan, Madhu, 2015. "National culture and corporate cash holdings around the world," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 1-18.
    65. Barth, James R. & Lin, Chen & Lin, Ping & Song, Frank M., 2009. "Corruption in bank lending to firms: Cross-country micro evidence on the beneficial role of competition and information sharing," Journal of Financial Economics, Elsevier, vol. 91(3), pages 361-388, March.
    66. John R. Graham & Mark T. Leary, 2011. "A Review of Empirical Capital Structure Research and Directions for the Future," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 309-345, December.
    67. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2015. "In search of robust methods for dynamic panel data models in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 84-98.
    68. Shumi Akhtar, 2017. "Capital structure of multinational and domestic corporations – a cross-country comparison," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(2), pages 319-349, June.
    69. Yung, Kenneth & Li, DeQing Diane & Jian, Yi, 2015. "The value of corporate financial flexibility in emerging countries," Journal of Multinational Financial Management, Elsevier, vol. 32, pages 25-41.
    70. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
    71. Alessandra Guariglia & Junhong Yang, 2018. "Adjustment behavior of corporate cash holdings: the China experience," The European Journal of Finance, Taylor & Francis Journals, vol. 24(16), pages 1428-1452, November.
    72. Gwatidzo, Tendai & Ojah, Kalu, 2014. "Firms’ debt choice in Africa: Are institutional infrastructure and non-traditional determinants important?," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 152-166.
    73. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    74. HARRY DeANGELO & RICHARD ROLL, 2015. "How Stable Are Corporate Capital Structures?," Journal of Finance, American Finance Association, vol. 70(1), pages 373-418, February.
    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. Machokoto, Michael & Mahonye, Nyasha & Makate, Marshall, 2022. "Short-term financing sources in Africa: Substitutes or complements?," Research in International Business and Finance, Elsevier, vol. 60(C).
    2. Kadzima, Marvelous & Machokoto, Michael, 2023. "A semi-parametric analysis of the cash flow sensitivity of cash," Finance Research Letters, Elsevier, vol. 56(C).

    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. Morais, Flávio & Serrasqueiro, Zélia & Ramalho, Joaquim J.S., 2022. "Capital structure speed of adjustment heterogeneity across zero leverage and leveraged European firms," Research in International Business and Finance, Elsevier, vol. 62(C).
    2. Morais, Flávio & Serrasqueiro, Zélia & Ramalho, Joaquim J.S., 2020. "The zero-leverage phenomenon: A bivariate probit with partial observability approach," Research in International Business and Finance, Elsevier, vol. 53(C).
    3. Saona, Paolo & Vallelado, Eleuterio & San Martín, Pablo, 2020. "Debt, or not debt, that is the question: A Shakespearean question to a corporate decision," Journal of Business Research, Elsevier, vol. 115(C), pages 378-392.
    4. Machokoto, Michael & Areneke, Geofry, 2020. "Does innovation and financial constraints affect the propensity to save in emerging markets?," Research in International Business and Finance, Elsevier, vol. 52(C).
    5. Dang, Viet Anh, 2013. "An empirical analysis of zero-leverage firms: New evidence from the UK," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 189-202.
    6. Machokoto, Michael & Mahonye, Nyasha & Makate, Marshall, 2022. "Short-term financing sources in Africa: Substitutes or complements?," Research in International Business and Finance, Elsevier, vol. 60(C).
    7. Elena Alexandra Nenu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2018. "The Impact of Capital Structure on Risk and Firm Performance: Empirical Evidence for the Bucharest Stock Exchange Listed Companies," IJFS, MDPI, vol. 6(2), pages 1-29, April.
    8. Pindado, Julio & Requejo, Ignacio & Rivera, Juan C., 2017. "Economic forecast and corporate leverage choices: The role of the institutional environment," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 121-144.
    9. Bigelli, Marco & Martín-Ugedo, Juan Francisco & Sánchez-Vidal, F. Javier, 2014. "Financial conservatism of private firms," Journal of Business Research, Elsevier, vol. 67(11), pages 2419-2427.
    10. Amini, Shahram & Elmore, Ryan & Öztekin, Özde & Strauss, Jack, 2021. "Can machines learn capital structure dynamics?," Journal of Corporate Finance, Elsevier, vol. 70(C).
    11. Bontempi, Maria Elena & Bottazzi, Laura & Golinelli, Roberto, 2020. "A multilevel index of heterogeneous short-term and long-term debt dynamics," Journal of Corporate Finance, Elsevier, vol. 64(C).
    12. Iván Arribas & Emili Tortosa-Ausina & TingTing Zhu, 2021. "Optimal capital structure, model uncertainty, and European SMEs," Working Papers 2021/11, Economics Department, Universitat Jaume I, Castellón (Spain).
    13. Dang, Tung Lam & Dang, Viet Anh & Moshirian, Fariborz & Nguyen, Lily & Zhang, Bohui, 2019. "News media coverage and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 109(C).
    14. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    15. Snehal S Herwadkar, 2017. "Corporate leverage in EMEs: did the global financial crisis change the determinants?," BIS Working Papers 681, Bank for International Settlements.
    16. Matemilola, Bolaji Tunde & Bany-Ariffin, A.N. & Azman-Saini, W.N.W. & Nassir, Annuar Md, 2019. "Impact of institutional quality on the capital structure of firms in developing countries," Emerging Markets Review, Elsevier, vol. 39(C), pages 175-209.
    17. Giorgio Canarella & Stephen M. Miller, 2019. "Determinants of Optimal Capital Structure and Speed of Adjustment: Evidence from the U.S. ICT Sector," Working papers 2019-06, University of Connecticut, Department of Economics.
    18. Yildirim, Ramazan & Masih, Mansur & Bacha, Obiyathulla Ismath, 2018. "Determinants of capital structure: evidence from Shari'ah compliant and non-compliant firms," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 198-219.
    19. Mário Santos & António Moreira & Elisabete Vieira, 2014. "Ownership concentration, contestability, family firms, and capital structure," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 18(4), pages 1063-1107, November.
    20. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.

    More about this item

    Keywords

    Capital structure; Financial conservatism; Low-leverage; Zero-leverage; Emerging markets;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • 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:riibaf:v:58:y:2021:i:c:s0275531921001045. 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/ribaf .

    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.