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Malaysian Financial Stress Index and Assessing its Impacts on the Economy

Author

Listed:
  • Hussin Abdullah

    (School of Economics, Finance and Banking, Collage of Business, Universiti Utara Malaysia, Malayasia)

  • Jauhari Dahalan

    (Universiti Kuala Lumpur Business School, Kuala Lumpur, Malaysia,)

  • Khaw Lee Hwei

    (School of Economics, Finance and Banking, Collage of Business, Universiti Utara Malaysia, Malaysia,)

  • Mohammed Umar

    (Department of Economics and Development Studies, Federal University Kashere, Nigeria,)

  • Md Mohan Uddin

    (United International University, Dhaka, Bangladesh.)

Abstract

The study further investigates the link between the constructed financial stress index (FSI) and overall economic activity. We approximate the co-movement of the identified financial and economic factors into a single index using the principal component analysis. The combine variables explain about 60% of the total variation in the Malaysian FSI and practically captured the known key aspects of financial stress in Malaysia. The study further applies asymmetric causality and structural vector autoregressive to distinguish between causality in good and bad times and examine the structural impulse responses in changes in the economic activity arising from the shocks in financial stress. The study reveals that changes in the Malaysian FSI (MFSI) negatively affects the economic activity of Malaysia whereas, changes in the economic activity is positively related to the MFSI. Furthermore, the asymmetric causality indicates that high financial stress affect the economic activity during economic recession but economic activity irrespective of whether in boom or recession does not influence the MFSI. However, using the growth rate of foreign trade to proxy economic activity indicates that MFSI influences economic activity irrespective of good or bad times. Nevertheless, economic activity measured using GFD also affect MFSI during the period of economic recession. This also shows that the indicators employed in the construction of the index are the near approximation of the FSI for Malaysia due to its ability to reflect the available information included in the index. The study concludes with policy implications based on the behavior of the MFSI.

Suggested Citation

  • Hussin Abdullah & Jauhari Dahalan & Khaw Lee Hwei & Mohammed Umar & Md Mohan Uddin, 2017. "Malaysian Financial Stress Index and Assessing its Impacts on the Economy," International Journal of Economics and Financial Issues, Econjournals, vol. 7(2), pages 227-235.
  • Handle: RePEc:eco:journ1:2017-02-31
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    References listed on IDEAS

    as
    1. Stijn Claessens & M.Ayhan Köse & Marco E.Terrones, 2008. "Financial Stress and Economic Activity," Journal of BRSA Banking and Financial Markets, Banking Regulation and Supervision Agency, vol. 2(2), pages 11-24.
    2. Hong, Kiseok & Lee, Jong-Wha & Tang, Hsiao Chink, 2010. "Crises in Asia: Historical perspectives and implications," Journal of Asian Economics, Elsevier, vol. 21(3), pages 265-279, June.
    3. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    4. Park, Cyn-Young & Mercado, Rogelio V., 2014. "Determinants of financial stress in emerging market economies," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 199-224.
    5. Junsoo Lee & Mark C. Strazicich, 2013. "Minimum LM unit root test with one structural break," Economics Bulletin, AccessEcon, vol. 33(4), pages 2483-2492.
    6. Cevik, Emrah Ismail & Dibooglu, Sel & Kutan, Ali M., 2013. "Measuring financial stress in transition economies," Journal of Financial Stability, Elsevier, vol. 9(4), pages 597-611.
    7. Mr. Alun H. Thomas, 2009. "Financial Crises and Emerging Market Trade," IMF Staff Position Notes 2009/004, International Monetary Fund.
    8. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    9. Carmen M. Reinhart & Vincent R. Reinhart & Kenneth S. Rogoff, 2012. "Public Debt Overhangs: Advanced-Economy Episodes since 1800," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 69-86, Summer.
    10. Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
    11. Elke Hanschel & Pierre Monnin, 2005. "Measuring and forecasting stress in the banking sector: evidence from Switzerland," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 431-49, Bank for International Settlements.
    12. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "Recovery from Financial Crises: Evidence from 100 Episodes," American Economic Review, American Economic Association, vol. 104(5), pages 50-55, May.
    13. Girton, Lance & Roper, Don, 1977. "A Monetary Model of Exchange Market Pressure Applied to the Postwar Canadian Experience," American Economic Review, American Economic Association, vol. 67(4), pages 537-548, September.
    14. Alun H. Thomas, 2009. "Financial Crises and Emerging Market Trade," IMF Staff Position Notes 2009/04, International Monetary Fund.
    15. Craig S. Hakkio & William R. Keeton, 2009. "Financial stress: what is it, how can it be measured, and why does it matter?," Economic Review, Federal Reserve Bank of Kansas City, vol. 94(Q II), pages 5-50.
    16. Mr. Márcio Valério Ronci, 2004. "Trade Finance and Trade Flows: Panel Data Evidence From 10 Crises," IMF Working Papers 2004/225, International Monetary Fund.
    17. Illing, Mark & Liu, Ying, 2006. "Measuring financial stress in a developed country: An application to Canada," Journal of Financial Stability, Elsevier, vol. 2(3), pages 243-265, October.
    18. Mr. Abdul d Abiad, 2003. "Early Warning Systems: A Survey and a Regime-Switching Approach," IMF Working Papers 2003/032, International Monetary Fund.
    19. Björn Roye, 2014. "Financial stress and economic activity in Germany," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(1), pages 101-126, February.
    20. Ravi Balakrishnan & Stephan Danninger & Selim Elekdag & Irina Tytell, 2011. "The Transmission of Financial Stress from Advanced to Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-68, May.
    21. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises: The Early Warnings of Distress," IMF Working Papers 1999/178, International Monetary Fund.
    22. Cevik, Emrah Ismail & Dibooglu, Sel & Kenc, Turalay, 2013. "Measuring financial stress in Turkey," Journal of Policy Modeling, Elsevier, vol. 35(2), pages 370-383.
    23. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    24. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    25. Prema-chandra Athukorala, 2010. "Malaysian Economy in Three Crises," Departmental Working Papers 2010-12, The Australian National University, Arndt-Corden Department of Economics.
    26. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    27. Nadežda Sinenko & Deniss Titarenko & Mikus Arinš, 2013. "The Latvian financial stress index as an important element of the financial system stability monitoring framework," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 13(2), pages 85-110, December.
    28. Cardarelli, Roberto & Elekdag, Selim & Lall, Subir, 2011. "Financial stress and economic contractions," Journal of Financial Stability, Elsevier, vol. 7(2), pages 78-97, June.
    29. Ms. Enrica Detragiache & Asli Demirgüç-Kunt, 1998. "Financial Liberalization and Financial Fragility," IMF Working Papers 1998/083, International Monetary Fund.
    30. Mr. Piti Disyatat, 2001. "Currency Crises and Foreign Reserves: A Simple Model," IMF Working Papers 2001/018, International Monetary Fund.
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    More about this item

    Keywords

    Economic Indicators; Financial Crisis; Malaysian Financial Stress Index;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • G01 - Financial Economics - - General - - - Financial Crises
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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