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Research Article

Optimal regulation of banking system’s advanced credit risk management by unified computational representation of business processes across the entire banking system

| (Reviewing editor)
Article: 1486685 | Received 27 Jun 2017, Accepted 31 May 2018, Published online: 16 Aug 2018

References

  • Adem, H. (2010). Ontology driven regulatory interaction protocol and its application in international banking regulation. Riyadh.  Retrieved from http://www.sama.gov.sa/en-US/Pages/default.aspx
  • Alessandrini, P., Fratianni, M., Papi, L., & Zazzaro, A. (2016). Banks, regions and development after the crisis and under the new regulatory system. Credit and Capital Markets–Kredit Und Kapital, 49(4), 535–561. doi:10.3790/ccm.49.4.535
  • Alexander, K. (2012). Rebuilding international financial regulation and Basel III. In Recent advances in the analysis of competition policy and regulation (pp. 327-342). Cheltenham: Edward Elgar Publishing.
  • Amorello, L. (2016). Beyond the horizon of banking regulation: What to expect from Basel IV? Harvard International Law Journal, 58(3), 3-28.
  • Ayadi, R., Ferri, G., & Pesic, V. (2016). Regulatory arbitrage in EU banking: Do business models matter? Montreal: International Research Centre on Cooperative Finance.
  • Bank of England. (2014). Data quality framework. Retrieved from http://www.bankofengland.co.uk/statistics/Documents/about/dqf.pdf
  • Barth, J. R., Caprio, G., & Levine, R. (2012). Guardians of finance: Making regulators work for us (Vol. 1, 1 ed.). Cambridge, Mass: MIT Press.
  • BCBS. (2006). Basel committee issues guidance on sound credit risk assessment and valuation for loans. Banking & Financial Services Policy Report, 25(8), 11.
  • Bekaert, G., Ehrmann, M., Fratzscher, M., & Mehl, A. (2014). The global crisis and equity market contagion. The Journal of Finance, 69(6), 2597–2649. doi:10.1111/jofi.12203
  • Bessis, J. (2015). Risk management in banking. West Sussex: John Wiley & Sons.
  • BIS. (2010). The Basel Committee’s response to the financial crisis: report to the G20. Basel, Switzerland. Retrieved from: http://www.bis.org/publ/bcbs179.pdf
  • Blundell-Wignall, A., & Atkinson, P. (2010). Thinking beyond basel iii. OECD Journal: Financial Market Trends, 2010(1), 9–33.
  • Boyle, R., & MacCarthaigh, M. (2011). Fit for purpose? Challenges for Irish public administration and priorities for public service reform. Dublin: Institute of Public Administration.
  • Brocke, J., & Rosemann, M. (2014). Handbook on business process management 2: Strategic alignment, governance, people and culture. Verlag GmbH: Springer Publishing Company, Incorporated.
  • Cadiou, C., & Mars, M. (2009). Basel II Pillar 3: Challenges for banks. The Journal Global Perspectives on Challenges and Opportunities, 30, 35.
  • Central Bank of Ireland. (2017). Ireland: Thematic inspection of regulatory reporting by international banks published. ENP Newswire. Retrieved from http://link.galegroup.com.libraryproxy.griffith.edu.au/apps/doc/A489364340/EAIM?u=griffith&sid=EAIM&xid=9b188a7c
  • Chappell, D. (2004). Enterprise service bus: Theory in practice (1st ed.). Sebastopol: O'Reilly.
  • Chen, N., Ribeiro, B., & Chen, A. (2016). Financial credit risk assessment: A recent review. Artificial Intelligence Review, 45(1), 1–23. doi:10.1007/s10462-015-9434-x
  • Coglianese, C. (2012). Measuring regulatory performance evaluating the impact of regulation and regulatory policy. OECD Expert Paper No. 1, 1–59.
  • Cull, R., & Peria, M. S. M. (2013). Bank ownership and lending patterns during the 2008–2009 financial crisis: Evidence from Latin America and Eastern Europe. Journal of Banking & Finance, 37(12), 4861–4878. doi:10.1016/j.jbankfin.2013.08.017
  • Davidsen, L. (2007). Building an ESB without limits. IBM Software Workgroup.
  • Demirguc‐Kunt, A., Detragiache, E., & Merrouche, O. (2013). Bank capital: Lessons from the financial crisis. Journal of Money, Credit and Banking, 45(6), 1147–1164. doi:10.1111/jmcb.2013.45.issue-6
  • Dumas, M., La Rosa, M., Mendling, J., & Reijers, H. A. (2013). Fundamentals of business process management (Vol. 1). Berlin: Springer.
  • EBA. (2016). THE EBA’S REGULATORY REVIEW OF THE IRB APPROACH. Retrieved from https://www.eba.europa.eu/documents/10180/1360107/EBA+Report+on+the+regulatory+review+of+the+IRB+Approach.pdf
  • Engelmann, B., & Rauhmeier, R. (2014). The Basel II risk parameters: Estimation, Validation. Stress Testing - with Applications to Loan Risk Management. Berlin, Heidelberg: Springer Science & Business Media.
  • Frankel, J. A., & Saravelos, G. (2010). Are leading indicators of financial crises useful for assessing country vulnerability? Evidence from the 2008-09 global crisis. Cambridge, MA: National bureau of economic research.
  • FSB. (2017). Global Shadow Banking Monitoring Report 2016. May, Basel.
  • Fujitsu. (n.d.). Bank of Spain implements Interstage XWand to support a Master Plan for XBRL adoption. Retrieved from https://www.fujitsu.com/global/documents/about/resources/case-studies/interstage/Fujitsu-Interstage-Bank-of-Spain-CS.pdf
  • Gong, Y., & Janssen, M. (2013). An interoperable architecture and principles for implementing strategy and policy in operational processes. Computers in Industry, 64(8), 912–924. doi:10.1016/j.compind.2013.06.018
  • Harmon, P. (2015). The scope and evolution of business process management. In J. v. Brocke & M. Rosemann (Eds.), Handbook on business process management 1 (2nd ed., pp. 37-80). Berlin/Heidelberg, Germany: Springer Verlag.
  • Hildebrand, P. M. (2008). Is Basel II enough?: The benefits of a leverage ratio. London: Swiss National Bank.
  • IFC. (2010). Initiatives to address data gaps revealed by the financial crisis. Paper presented at the Proceedings of the Fifth IFC Conference, Basel.
  • IMF. (2009). The financial crisis and information gaps. International Monetary Fund. Retrieved from https://www.imf.org/external/np/g20/pdf/102909.pdf
  • IMF. (2013a). The financial crisis and information gaps: Fourth Progress Report on the Implementation of the G-20 Data Gaps Initiative. Washington, DC: International Monetary Fund Publication & Financial Stability Board. Retrieved from http://www.imf.org/external/np/g20/pdf/093013.pdf
  • IMF. (2013b). Saudi Arabia: Financial sector assessment program update—detailed assessment of observance of the basel core principles for effective banking supervision, Washington, DC. (13/213). Retrieved from https://www.imf.org/en/Publications/CR/Issues/2016/12/31/Saudi-Arabia-Financial-Sector-Assessment-Program-Update-Detailed-Assessment-of-Observance-of-40794
  • IMF. (2017). Global Financial Stability Report, April 2017: Getting the Policy Mix Right, Washington, DC. Retrieved from http://www.elibrary.imf.org/view/IMF082/23925-9781475564563/23925-9781475564563/23925-9781475564563.xml
  • Ivashina, V., & Scharfstein, D. (2010). Bank lending during the financial crisis of 2008. Journal of Financial Economics, 97(3), 319–338. doi:10.1016/j.jfineco.2009.12.001
  • Joseph, C. (2013). Advanced credit risk analysis and management. West Sussex: John Wiley & Sons.
  • Keen, M., Acharya, A., Bishop, S., Hopkins, A., Milinski, S., Nott, C., … Verschueren, P. (2004). Patterns: Implementing an SOA using an enterprise service bus. In IBM Redbooks (p. 380). Retrieved from https://www.redbooks.ibm.com/redbooks/pdfs/sg246346.pdf
  • Kern, S. (2012). GCC financial markets: Long-term prospects for finance in the Gulf region (pp. 14). Current Issues Global Financial Markets, Deutsche Bank Research.
  • Khlifa, S. H. (2017). predicting default risk of SMEs in developing economies: Evidence from Morocco. Journal of WEI Business and Economics-December, 6, 3.
  • Kholkar, D., Sunkle, S., & Kulkarni, V. (2017). Towards automated generation of regulation rule bases using MDA. Paper presented at the MODELSWARD.
  • Kiff, J., Nowak, S. B., & Schumacher, L. (2012). Are rating agencies powerful? In An investigation into the impact and accuracy of sovereign ratings. IMF Working Paper, 12(23), 35.
  • Kotamarthi, K., Wang, X., Grossmann, G., Sheng, Q. Z., & Indrakanti, S. (2015). A framework towards model driven business process compliance and monitoring. Paper presented at the 2015 IEEE 19th International Enterprise Distributed Object Computing Workshop (EDOCW), Adelaide, Australia.
  • Large, A. (2015). Financial stability governance today: A job half done: Ongoing question for policymakers. Washington, D.C: Group of Thirty.
  • Levine, R. (2012). The governance of financial regulation: Reform lessons from the recent crisis. International Review of Finance, 12(1), 39–56. doi:10.1111/j.1468-2443.2011.01133.x
  • Mariathasan, M., & Merrouche, O. (2014). The manipulation of basel risk-weights. Journal of Financial Intermediation, 23(3), 300–321. doi:10.1016/j.jfi.2014.04.004
  • Maurer, A., Escaith, H., & Auboin, M. (2010). Trade collapse, data gaps and the impact of the financial crisis on official statistics. IFC Bulletin, 25, 480.
  • Menge, F. (2007). Enterprise service bus. Paper presented at the Free and open source software conference.
  • Miu, P., & Ozdemir, B. (2017). Adapting the Basel II advanced internal-ratings-based models for International Financial Reporting Standard 9.
  • Moges, H.-T., Dejaeger, K., Lemahieu, W., & Baesens, B. (2013). A multidimensional analysis of data quality for credit risk management: New insights and challenges. Information & Management, 50(1), 43–58. doi:10.1016/j.im.2012.10.001
  • Mohammad, A. (2007). GDP estimates: Timeliness and acceptability considerations. Journal of the Department of Statistics, 1(1), 15–34.
  • Murphy, G., & Westwood, R. (2010). Data gaps in the UK financial sector: Some lessons learned from the recent crisis. Paper presented at the Proceedings of the IFC Basel.
  • Narain, A., Ötker, M. I., & Pazarbasioglu, C. (2012). Building a more resilient financial sector: Reforms in the wake of the global crisis. Washington, DC: International Monetary Fund.
  • Naudé, W. (2009). The financial crisis of 2008 and the developing countries (No. 2009/01). WIDER Discussion Papers. World Institute for Development Economics (UNU-WIDER).
  • Ozun, A. (2007). EFFECTS OF THE BASEL II ACCORD ON THE INTEGRATION PROCESS OF THE EMERGING MARKETS INTO THE EU MARKETS. Banks and Bank Systems, 2(3), 73.
  • Papazoglou, M. P., Traverso, P., Dustdar, S., & Leymann, F. (2007). Service-oriented computing: State of the art and research challenges. Computer, 40 (11), 38-45. doi:10.1109/MC.2007.400
  • Petacchi, R. (2015). Information asymmetry and capital structure: Evidence from regulation FD. Journal of Accounting and Economics, 59(2–3), 143–162. doi:10.1016/j.jacceco.2015.01.002
  • PWC. (n.d.). Trusted and Efficient Financial Reporting. Retrieved from https://www.pwc.com/gx/en/xbrl/assets/pwc_trusted_efficient_financial_reporting.pdf
  • Ramady, M. A. (2015). Effective regulatory regimes: A comparative analysis of GCC financial regulators. Journal of Financial Regulation and Compliance, 23(1), 2–17. doi:10.1108/JFRC-09-2013-0032
  • Rattaggi, M. L. (2017). Regulatory reform in banking 10 years after the financial crisis. Journal of Risk Management in Financial Institutions, 10(3), 296–302.
  • Resti, A. (2016a). Bank internal ratings: Are capital floors a suitable tool to restore their credibility? Journal of Financial Management, Markets and Institutions, 4(2), 179–194.
  • Resti, A. (2016b). Banks’ internal ratings models–Time for a change? The “system of floors” as proposed by the Basel Committee (978-92-846-0197-4). European Union: European Parliament. Retrieved from http://www.europarl.europa.eu/RegData/etudes/IDAN/2016/587366/IPOL_IDA(2016)587366_EN.pdf.
  • Rey, H. (2015). Dilemma not trilemma: The global financial cycle and monetary policy independence. Cambridge, MA. Retrieved from http://www.nber.org/papers/w21162
  • Sadiq, S., & Governatori, G. (2015). Managing regulatory compliance in business processes. In J. v. Brocke & M. Rosemann (Eds.), Handbook on business process management 2: Strategic alignment, governance, people and culture (2 ed., pp. 159-175). Berlin, Heidelberg.: Springer
  • Sagraves, A., & Connors, G. (2017). Capturing the value of data in banking. Applied Marketing Analytics, 2(4), 304–311.
  • Saidenberg, M., & Schuermann, T. (2003). The new Basel accord and questions for research. Wharton Financial Institutions Center Working Paper No. 03-14, 35.
  • Sarkar, P. (2015). Data as a service: A framework for providing reusable enterprise data services (1st ed.). Hoboken, NJ: John Wiley & Sons.
  • SAS. (2016). Best practices in credit risk management: challenges to and opportunities for rebuilding trust. Retrieved from http://www.sas.com/content/dam/SAS/en_us/doc/whitepaper1/best-practices-in-credit-risk-management-104180.pdf
  • Scannella, E. (2013). Bank lending in project finance: The new regulatory capital framework. International Journal of Economics and Finance, 5(1), 218-227.
  • Schumm, D., Leymann, F., Ma, Z., Scheibler, T., & Strauch, S. (2010). Integrating compliance into business processes: Process fragments as reusable compliance controls. Paper presented at the Proceedings of the Multikonferenz Wirtschaftsinformatik, MKWI'10, University of Göttingen, Germany.
  • Spies, M. (2010). An ontology modelling perspective on business reporting. Information Systems, 35(4), 404–416. doi:10.1016/j.is.2008.12.003
  • Tarca, S., & Rutkowski, M. (2016). Assessing the Basel II internal ratings-based approach: Empirical evidence from Australia. Journal of Financial Regulation and Compliance, 24(2), 106–139. doi:10.1108/JFRC-05-2015-0024
  • Terazi, E., & ŞEnel, S. (2011). The effects of the global financial crisis on the central and eastern European Union countries. International Journal of Business and Social Science, 2, 17.
  • Turban, E., Outland, J., King, D., Lee, J. K., Liang, T.-P., & Turban, D. C. (2018). Business-to-Business E-Commerce. In Electronic Commerce 2018 (pp. 123–166). Cham: Springer.
  • United Nations (2010). United Nations E-Government Survey 2010: Leveraging e-government at a time of financial and economic crisis (Vol. 2). New York: United Nations Publications.
  • Van Der Aalst, W. M. (2013). Business process management: A comprehensive survey. ISRN Software Engineering, 2013(507984/1), 37. doi:10.1155/2013/507984
  • Weigand, H., van den Heuvel, W.-J., & Hiel, M. (2011). Business policy compliance in service-oriented systems. Information Systems, 36(4), 791–807. doi:10.1016/j.is.2010.12.005
  • Wharmby, S. (2001). Recent developments in statistical requirements for financial stability, and in their use-the perspective of a central bank of a developed country. IFC Bulletin No, 9, 14–17.