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Citations for "Bank Provisioning Behaviour and Procyclicality"

by Jacob A. Bikker & Paul A.J. Metzemakers

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  1. Vasiliki Makri, 2015. "What Triggers Loan Losses? An Empirical Investigation of Greek Financial Sector," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 65(3-4), pages 119-143, july-Dece.
  2. Davis, E. Philip & Zhu, Haibin, 2009. "Commercial property prices and bank performance," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(4), pages 1341-1359, November.
  3. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2014. "Bank reforms, foreign ownership, and financial stability," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 204-224.
  4. Balla, Eliana & Rose, Morgan J., 2015. "Loan loss provisions, accounting constraints, and bank ownership structure," Journal of Economics and Business, Elsevier, vol. 78(C), pages 92-117.
  5. Giovanni Dosi & Mauro Napoletano & Andrea Roventini & Tania Treibich, 2014. "The Short- and Long-Run Damages of Fiscal Austerity: Keynes beyond Schumpeter," LEM Papers Series 2014/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  6. Vithessonthi, Chaiporn, 2016. "Deflation, bank credit growth, and non-performing loans: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 295-305.
  7. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
  8. Olszak, Małgorzata & Pipień, Mateusz & Kowalska, Iwona & Roszkowska, Sylwia, 2014. "What drives heterogeneity of loan loss provisions’ procyclicality in the EU?," MPRA Paper 56834, University Library of Munich, Germany.
  9. Chitan Gheorghe, 2013. "Is Adequate The Method Of Loan Loss Provisioning? - Evidence From Romania," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(1), pages 1062-1069, July.
  10. Richard Simper & Maximilian J.B. Hall & Wenbin B. Liu & Valentin Zelenyuk & Zhongbao Zhou, 2014. "How Relevant is the Choice of Risk Management Control Variable to Non-parametric Bank Profit Efficiency Analysis?," CEPA Working Papers Series WP122014, School of Economics, University of Queensland, Australia.
  11. Vincent Bouvatier & Laetitia Lepetit, 2008. "Banks’ procyclical behavior: Does provisioning matter?," Post-Print hal-01098955, HAL.
  12. Giovanni Dosi & Giorgio Fagiolo & Mauro Napoletano & Tania Treibich, 2014. "The Short-and Long-Run Damages of Fiscal Austerity: Keynes beyond Schumpeter," Sciences Po publications 22, Sciences Po.
  13. Ozili, Peterson K, 2015. "Credit Smoothing and Determinants of Loan Loss Reserves. Evidence from Europe, US, Asia and Africa," MPRA Paper 62641, University Library of Munich, Germany.
  14. Malgorzata Olszak & Mateusz Pipien & Sylwia Roszkowska, 2015. "The impact of capital ratio on lending of EU banks – the role of bank specialization and capitalization," Working Papers 83/2015, Institute of Economic Research, revised Apr 2015.
  15. Vincent Bouvatier & Lætitia Lepetit, 2011. "Canal des provisions bancaires et cyclicité du marché du crédit," Revue économique, Presses de Sciences-Po, vol. 62(1), pages 67-85.
  16. Fonseca, Ana Rosa & González, Francisco, 2008. "Cross-country determinants of bank income smoothing by managing loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 217-228, February.
  17. repec:lan:wpaper:68464009 is not listed on IDEAS
  18. Sebastiaan Pool, 2016. "Credit Defaults, Bank Lending and the Real Economy," DNB Working Papers 518, Netherlands Central Bank, Research Department.
  19. Leo de Haan & Maarten van Oordt, 2016. "Timing of banks' loan loss provisioning during the crisis," DNB Working Papers 513, Netherlands Central Bank, Research Department.
  20. Pierre-Richard Agénor & Roy Zilberman, 2013. "Loan Loss Provisioning Rules, Procyclicality, and Financial Volatility," Centre for Growth and Business Cycle Research Discussion Paper Series 184, Economics, The Univeristy of Manchester.
  21. Nippel, Peter, 2015. "Eine finanzwirtschaftliche Analyse der Risikovorsorge für erwartete Verluste im Kreditgeschäft," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 659, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  22. Calmès, Christian & Théoret, Raymond, 2014. "Bank systemic risk and macroeconomic shocks: Canadian and U.S. evidence," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 388-402.
  23. Juan Sebastián Amador Torres & José EDuardo Gómez G. & Andrés Murcia Pabón, 2013. "Loans Growth and Banks’ Risk: New Evidence," Borradores de Economia 763, Banco de la Republica de Colombia.
  24. Craigwell, Roland C & Elliott, Wayne A, 2011. "Loan loss provisioning in the commercial banking system of Barbados: practices and determinants," MPRA Paper 33426, University Library of Munich, Germany.
  25. Adam Głogowski, 2008. "Macroeconomic determinants of Polish banks’ loan losses – results of a panel data study," National Bank of Poland Working Papers 53, National Bank of Poland, Economic Institute.
  26. Christian Calmès & Raymond Théoret, 2012. "Bank systemic risk and the business cycle: Canadian and U.S. evidence," RePAd Working Paper Series UQO-DSA-wp022012, Département des sciences administratives, UQO.
  27. Jorge A Chan-Lau, 2012. "Do Dynamic Provisions Enhance Bank Solvency and Reduce Credit Procyclicality? a Study of the Chilean Banking System," IMF Working Papers 12/124, International Monetary Fund.
  28. Dr Dilruba Karim & Dr Tatiana Fic & Ray Barrell & Professor E. Philip Davis, 2011. "TIER 2 Capital and Bank Behaviour," NIESR Discussion Papers 375, National Institute of Economic and Social Research.
  29. Office of Financial Research (ed.), 2013. "Office of Financial Research 2013 Annual Report," Reports, Office of Financial Research, US Department of the Treasury, number 13-2, September.
  30. Florence Béranger & Jérôme Teïletche, 2003. "Bâle II et la procyclicité," Revue d'Économie Financière, Programme National Persée, vol. 73(4), pages 227-250.
  31. Ignacio Ferrero & Alejo José G. Sison, 2012. "A Survey on Virtue in Business and Management (1980-2011)," Faculty Working Papers 06/12, School of Economics and Business Administration, University of Navarra.
  32. Panayiotis P. Athanasoglou & Ioannis Daniilidis, 2011. "Procyclicality in the banking industry: causes, consequences and response," Working Papers 139, Bank of Greece.
  33. John Bonin & Marko Kosak, 2013. "Loan/Loss Provisioning in Emerging Europe: Precautionary or Pro-Cyclical?," Wesleyan Economics Working Papers 2013-010, Wesleyan University, Department of Economics.
  34. Giovanni Dosi & Giorgio Fagiolo & Mauro Napoletano & Andrea Roventini & Tania Treibich, 2015. "Fiscal and monetary policies in complex evolving economies," Post-Print halshs-01241658, HAL.
  35. Bouvatier, Vincent & Lepetit, Laetitia, 2012. "Provisioning rules and bank lending: A theoretical model," Journal of Financial Stability, Elsevier, vol. 8(1), pages 25-31.
  36. Vasiliki Makri, 2016. "Towards an Investigation of Credit Risk Determinants in Eurozone Countries," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 15(1), pages 27-57, March.
  37. Wahyoe Soedarmono & Amine Tarazi & Agusman Agusman & Gary S. Monroe & Dominic Gasbarro, 2016. "Loan Loss Provisions and Lending Behavior of Banks: Do Information Sharing and Borrower Legal Rights Matter?," Working Papers hal-01316717, HAL.
  38. Domikowsky, Christian & Bornemann, Sven & Duellmann, Klaus & Pfingsten, Andreas, 2014. "Loan loss provisioning and procyclicality: Evidence from an expected loss model," Discussion Papers 39/2014, Deutsche Bundesbank, Research Centre.
  39. Laetitia Lepetit & Céline Meslier-Crouzille & Leo Indra Wardhana, 2015. "Do Asymmetric Information and Ownership Structure Matter for Dividend Payout Decisions? Evidence from European Banks," Working Papers hal-01186722, HAL.
  40. Bornemann, Sven & Pfingsten, Andreas & Kick, Thomas & Schertler, Andrea, 2014. "Earnings baths by bank CEOs during turnovers," Discussion Papers 05/2014, Deutsche Bundesbank, Research Centre.
  41. Wahyoe Soedarmono & Sigid Eko Pramono & Amine Tarazi, 2016. "The procyclicality of loan loss provisions in Islamic banks," Working Papers hal-01319043, HAL.
  42. Bolt, Wilko & de Haan, Leo & Hoeberichts, Marco & van Oordt, Maarten R.C. & Swank, Job, 2012. "Bank profitability during recessions," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2552-2564.
  43. Vasiliki MAKRI & Konstantinos PAPADATOS, 2016. "Determinants Of Loan Quality: Lessons From Greek Cooperative Banks," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 17, pages 115-140, June.
  44. Bryce, Cormac & Dadoukis, Aristeidis & Hall, Maximilian & Nguyen, Linh & Simper, Richard, 2015. "An analysis of loan loss provisioning behaviour in Vietnamese banking," Finance Research Letters, Elsevier, vol. 14(C), pages 69-75.
  45. Goddard, John & Molyneux, Philip & Wilson, John O.S. & Tavakoli, Manouche, 2007. "European banking: An overview," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1911-1935, July.
  46. Malgorzata A. Olszak & Mateusz Pipien, 2013. "Cross country linkages as determinants of procyclicality of loan loss provisions – empirical importance of SURE specification," Faculty of Management Working Paper Series 22013, University of Warsaw, Faculty of Management.
  47. Bikker, J.A. & Metzemakers, P.A.J., 2005. "Bank provisioning behaviour and procyclicality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 141-157, April.
  48. Chaiporn Vithessonthi, 2016. "The Consequences of Bank Loan Growth: Evidence from Asia," PIER Discussion Papers 19., Puey Ungphakorn Institute for Economic Research, revised Feb 2016.
  49. Cummings, James R. & Durrani, Kassim J., 2016. "Effect of the Basel Accord capital requirements on the loan-loss provisioning practices of Australian banks," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 23-36.
  50. Trenca Ioan & Benyovszki Anamaria, 2009. "Analysis Model On The Relation Between Macroeconomical Variable Tendencies And Comercial Bank’S Credit Risk," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 3(1), pages 682-689, May.
  51. Pool, Sebastiaan & de Haan, Leo & Jacobs, Jan P.A.M., 2015. "Loan loss provisioning, bank credit and the real economy," Journal of Macroeconomics, Elsevier, vol. 45(C), pages 124-136.
  52. Vincent Bouvatier & Laetitia Lepetit, 2012. "Effects of loan loss provisions on growth in bank lending : some international comparisons," Post-Print hal-00785580, HAL.
  53. Maria Kasselaki & Athanasios Tagkalakis, 2014. "Financial soundness indicators and financial crisis episodes," Annals of Finance, Springer, vol. 10(4), pages 623-669, November.
  54. Swamy, Vighneswara, 2013. "Determinants of Bank Asset Quality and Profitability - An Empirical Assessment," MPRA Paper 47513, University Library of Munich, Germany.
  55. Frank Packer & Haibin Zhu, 2012. "Loan loss provisioning practices of Asian banks," BIS Working Papers 375, Bank for International Settlements.
  56. Hong Liu & Phil Molyneux & John O. S. Wilson, 2013. "Competition And Stability In European Banking: A Regional Analysis," Manchester School, University of Manchester, vol. 81(2), pages 176-201, 03.
  57. Pierre-Richard Agénor & Luiz A. Pereira da Silva, 2016. "Cyclically Adjusted Provisions and Financial Stability," IDB Publications (Working Papers) 94136, Inter-American Development Bank.
  58. repec:spo:wpecon:info:hdl:2441/f6h8764enu2lskk9p6go0e900 is not listed on IDEAS
  59. Kurt Hess & Arthur Grimes & Mark J. Holmes, 2008. "Credit Losses in Australasian Banking," Working Papers in Economics 08/10, University of Waikato, Department of Economics.
  60. Andres Murcia & Emanuel Kohlscheen, 2016. "Moving in tandem: bank provisioning in emerging market economies," BIS Working Papers 548, Bank for International Settlements.
  61. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2015. "Causal Relations between Knowledge-Intensive Business Services and Regional Employment Growth," Papers in Evolutionary Economic Geography (PEEG) 1534, Utrecht University, Section of Economic Geography, revised Oct 2015.
  62. El Sood, Heba Abou, 2012. "Loan loss provisioning and income smoothing in US banks pre and post the financial crisis," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 64-72.
  63. Anton Belgrave & Kester Guy & Mahalia Jackman, 2012. "Industry Specific Shocks and Non-Performing Loans in Barbados," The Review of Finance and Banking, Academia de Studii Economice din Bucuresti, Romania / Facultatea de Finante, Asigurari, Banci si Burse de Valori / Catedra de Finante, vol. 4(2), pages 123-133, December.
  64. International Monetary Fund, 2011. "Chile: Selected Issues," IMF Staff Country Reports 11/262, International Monetary Fund.
  65. Williams, Barry, 2014. "Bank risk and national governance in Asia," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 10-26.
  66. Athanasoglou, Panayiotis P. & Daniilidis, Ioannis & Delis, Manthos D., 2014. "Bank procyclicality and output: Issues and policies," Journal of Economics and Business, Elsevier, vol. 72(C), pages 58-83.
  67. Bouvatier, Vincent & Lepetit, Laetitia & Strobel, Frank, 2014. "Bank income smoothing, ownership concentration and the regulatory environment," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 253-270.
  68. Guglielmo Maria Caporale & Matteo Alessi & Stefano Di Colli & Juan Sergio Lopez, 2015. "Loan Loss Provision: Some Empirical Evidence for Italian Banks," CESifo Working Paper Series 5253, CESifo Group Munich.
  69. Wahyoe Soedarmono & Sigid Eko Pramono & Amine Tarazi, 2016. "The procyclicality of loan loss provisions in Islamic banks: Do managerial discretions matter?," Working Papers hal-01281151, HAL.
  70. Pesola, Jarmo, 2011. "Joint effect of financial fragility and macroeconomic shocks on bank loan losses: Evidence from Europe," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3134-3144, November.
  71. repec:hal:journl:halshs-00115622 is not listed on IDEAS
  72. Malgorzata Olszak & Mateusz Pipien & Iwona Kowalska & Sylwia Roszkowska, 2015. "The impact of capital on lending in publicly-traded and privately- held banks in the EU," Faculty of Management Working Paper Series 72015, University of Warsaw, Faculty of Management.
  73. Bethlendi, András, 2007. "A hazai bankok hitelezésiveszteség-elszámolásának vizsgálata
    [Examination of loan-loss allowance practices by Hungarian banks]
    ," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 67-93.
  74. Gombola, Michael J. & Ho, Amy Yueh-Fang & Huang, Chin-Chuan, 2016. "The effect of leverage and liquidity on earnings and capital management: Evidence from U.S. commercial banks," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 35-58.
  75. Ozili, Peterson K, 2015. "Loan Loss Provisioning, Income Smoothing, Signaling, Capital Management and Procyclicality: Does IFRS Matter? Empirical Evidence from Nigeria," MPRA Paper 68350, University Library of Munich, Germany.
  76. Kick, Thomas & Pausch, Thilo & Ruprecht, Benedikt, 2015. "The winner's curse: Evidence on the danger of aggressive credit growth in banking," Discussion Papers 32/2015, Deutsche Bundesbank, Research Centre.
  77. Marco Sorge, 2004. "Stress-testing financial systems: an overview of current methodologies," BIS Working Papers 165, Bank for International Settlements.
  78. Balboa, Marina & López-Espinosa, Germán & Rubia, Antonio, 2013. "Nonlinear dynamics in discretionary accruals: An analysis of bank loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5186-5207.
  79. Renata Karkowska, 2015. "The role of investment banking in systemic risk profiles. Evidence from a panel of EU banking sectors," Faculty of Management Working Paper Series 22015, University of Warsaw, Faculty of Management.
  80. Sarawan Angklomkliew & Jason George & Frank Packer, 2009. "Issues and developments in loan loss provisioning: the case of Asia," BIS Quarterly Review, Bank for International Settlements, pages -, December.
  81. G. Terrier & Rodrigo O. Valdes & Camilo E Tovar Mora & Jorge A Chan-Lau & Carlos Fernandez Valdovinos & Mercedes Garcia-Escribano & Carlos I. Medeiros & Man-Keung Tang & Mercedes Vera Martin & W. Chri, 2011. "Policy Instruments to Lean Against the Wind in Latin America," IMF Working Papers 11/159, International Monetary Fund.
  82. Dermine, J. & Neto de Carvalho, C., 2008. "Bank loan-loss provisioning, central bank rules vs. estimation: The case of Portugal," Journal of Financial Stability, Elsevier, vol. 4(1), pages 1-22, April.
  83. Christian Calmès & Raymond Théoret, 2011. "Bank systemic risk and the business cycle: An empirical investigation using Canadian data," RePAd Working Paper Series UQO-DSA-wp322011, Département des sciences administratives, UQO.
  84. Natasha X Che & Yoko Shinagawa, 2014. "Financial Soundness Indicators and the Characteristics of Financial Cycles," IMF Working Papers 14/14, International Monetary Fund.
  85. Zagorchev, Andrey & Gao, Lei, 2015. "Corporate governance and performance of financial institutions," Journal of Economics and Business, Elsevier, vol. 82(C), pages 17-41.
  86. Jacob A. Bikker & Paul A. J. Metzemakers, 2007. "Is Bank Capital Procyclical? A Cross-Country Analysis," Credit and Capital Markets, Credit and Capital Markets, vol. 40(2), pages 225-264.
  87. Magnis, Chris & Iatridis, George Emmanuel, 2017. "The relation between auditor reputation, earnings and capital management in the banking sector: An international investigation," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 338-357.
  88. Jan FRAIT & Zlatuše KOMÁRKOVÁ, 2013. "Loan Loss Provisioning in Selected European Banking Sectors: Do Banks Really Behave in a Procyclical Way?," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(4), pages 308-326, August.
  89. Vincent Bouvatier & Laetitia Lepetit, 2006. "Banks'procyclicality behavior : does provisioning matter ?," Cahiers de la Maison des Sciences Economiques bla06035, Université Panthéon-Sorbonne (Paris 1).
  90. Hopp, Janina & Nippel, Peter, 2015. "Periodenerfolgsmessung und Risikovorsorge im Kreditgeschäft: Ein grundlegender Überblick und Vergleich alternativer Ansätze der Bewertung von Kreditforderungen," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 662, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  91. Coffinet, Jérôme & Coudert, Virginie & Pop, Adrian & Pouvelle, Cyril, 2012. "Two-way interplays between capital buffers and credit growth: Evidence from French banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(5), pages 1110-1125.
  92. Vithessonthi, Chaiporn & Tongurai, Jittima, 2016. "Financial markets development, business cycles, and bank risk in South America," Research in International Business and Finance, Elsevier, vol. 36(C), pages 472-484.
  93. Kanas, Angelos, 2013. "Bank dividends, risk, and regulatory regimes," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 1-10.
  94. Bushman, Robert M., 2014. "Thoughts on financial accounting and the banking industry," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 384-395.
  95. Bornemann, Sven & Kick, Thomas & Pfingsten, Andreas & Schertler, Andrea, 2015. "Earnings baths by CEOs during turnovers: empirical evidence from German savings banks," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 188-201.
  96. Matteo Alessi & Stefano Di Colli & Juan Sergio Lopez, 2014. "Loan Loss Provisioning and Relationship Banking in Italy: Practices and Empirical Evidence," Journal of Entrepreneurial and Organizational Diversity, European Research Institute on Cooperative and Social Enterprises, vol. 3(1), pages 111-129, June.
  97. Safarzyńska, Karolina & van den Bergh, Jeroen C.J.M., 2017. "Integrated crisis-energy policy: Macro-evolutionary modelling of technology, finance and energy interactions," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 119-137.
  98. Fang, Yiwei & van Lelyveld, Iman, 2014. "Geographic diversification in banking," Journal of Financial Stability, Elsevier, vol. 15(C), pages 172-181.
  99. Papanikolaou, Nikolaos I. & Wolff, Christian C, 2015. "Does the CAMEL bank ratings system follow a procyclical pattern?," CEPR Discussion Papers 10965, C.E.P.R. Discussion Papers.
  100. Baselga-Pascual, Laura & Trujillo-Ponce, Antonio & Cardone-Riportella, Clara, 2015. "Factors influencing bank risk in Europe: Evidence from the financial crisis," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 138-166.
  101. Jan Frait & Zlatuse Komarkova, 2009. "Instruments for Curbing Fluctuations in Lending over the Business Cycle," Occasional Publications - Chapters in Edited Volumes, in: CNB Financial Stability Report 2008/2009, chapter 0, pages 72-81 Czech National Bank, Research Department.
  102. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
  103. Caporale, Guglielmo Maria & Di Colli, Stefano & Lopez, Juan Sergio, 2014. "Bank lending procyclicality and credit quality during financial crises," Economic Modelling, Elsevier, vol. 43(C), pages 142-157.
  104. Wu, Meng-Wen & Shen, Chung-Hua & Lu, Chin-Hwa, 2015. "Do more foreign strategic investors and more directors improve the earnings smoothing? The case of China," International Review of Economics & Finance, Elsevier, vol. 36(C), pages 3-16.
  105. Vithessonthi, Chaiporn, 2014. "Financial markets development and bank risk: Experience from Thailand during 1990–2012," Journal of Multinational Financial Management, Elsevier, vol. 27(C), pages 67-88.
  106. repec:hal:wpaper:hal-00916674 is not listed on IDEAS
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