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Modeling Economic Risk in the QISMUT Countries: Evidence From Nonlinear Cointegration Tests

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  • Xiaojuan He
  • Dervis Kirikkaleli
  • Melike Torun
  • Zecheng Li

Abstract

This study aims to examine the causal and long-term effects of domestic finance, political risks, and global risk on domestic economic risk in QISMUT countries, namely Qatar, Indonesia, Saudi Arabia, Malaysia, UAE, and Turkey, covering the period of 1997Q1 to 2015Q2. The study used the threshold cointegration test, which involves Gregory and Hansen Cointegration and Hatemi-J Cointegration tests. The tests endogenously combined possible regime shifts in the long-run relationship of the underlying variables. Our results reveal (i) the presence of cointegration among the time series variables with endogenous structural breaks. The linear Toda-Yamamoto causality and nonlinear—Diks and Panchenko and Hatemi-J—causality test shows (ii) changes in domestic financial risk significantly lead to changes in economic risk in the QISMUT countries; (iii) domestic political risk causes economic risk in Indonesia, Qatar, Saudi Arabia, UAE; (iv) global risk affects significantly on economic risk in Saudi Arabia, Turkey, and UAE. Critical policy intervention could include governors in the QISMUT countries should control financial stability indicators such as domestic and foreign debts, exchange rate, and liquidity problems to control macroeconomic dynamics in their respective markets.

Suggested Citation

  • Xiaojuan He & Dervis Kirikkaleli & Melike Torun & Zecheng Li, 2021. "Modeling Economic Risk in the QISMUT Countries: Evidence From Nonlinear Cointegration Tests," SAGE Open, , vol. 11(4), pages 21582440211, October.
    • Handle: RePEc:sae:sagope:v:11:y:2021:i:4:p:21582440211052542
    DOI: 10.1177/21582440211052542
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    1. Ades, Alberto & Chua, Hak B, 1997. "Thy Neighbor's Curse: Regional Instability and Economic Growth," Journal of Economic Growth, Springer, vol. 2(3), pages 279-304, September.
    2. Caporale, Guglielmo Maria & Menla Ali, Faek & Spagnolo, Nicola, 2015. "Oil price uncertainty and sectoral stock returns in China: A time-varying approach," China Economic Review, Elsevier, vol. 34(C), pages 311-321.
    3. A. Hatemi-J, 2003. "A new method to choose optimal lag order in stable and unstable VAR models," Applied Economics Letters, Taylor & Francis Journals, vol. 10(3), pages 135-137.
    4. Mohamed A. Ramady, 2014. "Political, Economic and Financial Country Risk," Springer Books, Springer, edition 127, number 978-3-319-02177-5, November.
    5. Abdelaziz Chazi & Ali Mirzaei & Zaher Zantout & Asm Sohel Azad, 2020. "Does the size of Islamic banking matter for industry growth: international evidence," Applied Economics, Taylor & Francis Journals, vol. 52(4), pages 361-374, January.
    6. Olson, Mancur, 1963. "Rapid Growth as a Destabilizing Force," The Journal of Economic History, Cambridge University Press, vol. 23(4), pages 529-552, December.
    7. Alesina, Alberto & Perotti, Roberto, 1996. "Income distribution, political instability, and investment," European Economic Review, Elsevier, vol. 40(6), pages 1203-1228, June.
    8. Alimshan Faizulayev & Eralp Bektas & Abdul Ghafar Ismail, 2020. "Profitability and persistency in the service industry: the case of QISMUT+3," The Service Industries Journal, Taylor & Francis Journals, vol. 40(3-4), pages 290-314, March.
    9. Allen, William A. & Wood, Geoffrey, 2006. "Defining and achieving financial stability," Journal of Financial Stability, Elsevier, vol. 2(2), pages 152-172, June.
    10. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    11. Syed Aun R. Rizvi & Irum Saba (ed.), 2017. "Developments in Islamic Finance," Palgrave CIBFR Studies in Islamic Finance, Palgrave Macmillan, number 978-3-319-59342-5, December.
    12. Odhiambo, Nicholas M., 2008. "Financial depth, savings and economic growth in Kenya: A dynamic causal linkage," Economic Modelling, Elsevier, vol. 25(4), pages 704-713, July.
    13. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
    14. Dani Rodrik, 2012. "The Turkish Economy after the Global Financial Crisis," Ekonomi-tek - International Economics Journal, Turkish Economic Association, vol. 1(1), pages 41-61, January.
    15. 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.
    16. Asteriou, Dimitrios & Spanos, Konstantinos, 2019. "The relationship between financial development and economic growth during the recent crisis: Evidence from the EU," Finance Research Letters, Elsevier, vol. 28(C), pages 238-245.
    17. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
    18. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    19. Montes, Gabriel Caldas & Tiberto, Bruno Pires, 2012. "Macroeconomic environment, country risk and stock market performance: Evidence for Brazil," Economic Modelling, Elsevier, vol. 29(5), pages 1666-1678.
    20. Pooja Karnane & Michael A. Quinn, 2019. "Political instability, ethnic fractionalization and economic growth," International Economics and Economic Policy, Springer, vol. 16(2), pages 435-461, April.
    21. Brandon Julio & Youngsuk Yook, 2012. "Political Uncertainty and Corporate Investment Cycles," Journal of Finance, American Finance Association, vol. 67(1), pages 45-84, February.
    22. Sweidan Osama D., 2016. "Political Instability and Economic Growth: Evidence from Jordan," Review of Middle East Economics and Finance, De Gruyter, vol. 12(3), pages 279-300, December.
    23. Godwin Okafor, 2017. "The impact of political instability on the economic growth of ECOWAS member countries," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(2), pages 208-229, March.
    24. Chandavarkar, Anand, 1992. "Of finance and development: Neglected and unsettled questions," World Development, Elsevier, vol. 20(1), pages 133-142, January.
    25. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    26. Liu, Wan-Chun & Hsu, Chen-Min, 2006. "The role of financial development in economic growth: The experiences of Taiwan, Korea, and Japan," Journal of Asian Economics, Elsevier, vol. 17(4), pages 667-690, October.
    27. Baharom Abdul Hamid & Mohsin Ali & Wajahat Azmi & Zaheer Anwer, 2017. "Introducing Islamic Finance in Unchartered Economies: The Case of Canada," Palgrave CIBFR Studies in Islamic Finance, in: Syed Aun R. Rizvi & Irum Saba (ed.), Developments in Islamic Finance, pages 121-145, Palgrave Macmillan.
    28. Romain Duval & Gee Hee Hong & Yannick Timmer & Philip Strahan, 2020. "Financial Frictions and the Great Productivity Slowdown," Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 475-503.
    29. Boris Cournède & Oliver Denk, 2015. "Finance and economic growth in OECD and G20 countries," OECD Economics Department Working Papers 1223, OECD Publishing.
    30. Hatemi-J, Abdulnasser, 2020. "Asymmetric Panel Causality Tests with an Application to the Impact of Fiscal Policy on Economic Performance in Scandinavia," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 73(3), pages 389-404.
    31. Hyoungsoo Zang & Young Chul Kim, 2007. "Does financial development precede growth? Robinson and Lucas might be right," Applied Economics Letters, Taylor & Francis Journals, vol. 14(1), pages 15-19.
    32. Siong Hook Law & Panicos Demetriades, 2005. "Openness, Institutions and Financial Development," Discussion Papers in Economics 05/8, Division of Economics, School of Business, University of Leicester.
    33. Pär Stockhammar & Pär Österholm, 2016. "Effects of US policy uncertainty on Swedish GDP growth," Empirical Economics, Springer, vol. 50(2), pages 443-462, March.
    34. Diks, Cees & Panchenko, Valentyn, 2006. "A new statistic and practical guidelines for nonparametric Granger causality testing," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1647-1669.
    35. Maher Hasan & Jemma Dridi, 2011. "The Effects Of The Global Crisis On Islamic And Conventional Banks: A Comparative Study," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(02), pages 163-200.
    36. Abdulnasser Hatemi-J & Youssef El-Khatib, 2016. "An extension of the asymmetric causality tests for dealing with deterministic trend components," Applied Economics, Taylor & Francis Journals, vol. 48(42), pages 4033-4041, September.
    37. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    38. Bondia, Ripsy & Ghosh, Sajal & Kanjilal, Kakali, 2016. "International crude oil prices and the stock prices of clean energy and technology companies: Evidence from non-linear cointegration tests with unknown structural breaks," Energy, Elsevier, vol. 101(C), pages 558-565.
    39. Hiemstra, Craig & Jones, Jonathan D, 1994. "Testing for Linear and Nonlinear Granger Causality in the Stock Price-Volume Relation," Journal of Finance, American Finance Association, vol. 49(5), pages 1639-1664, December.
    40. Asma Mobarek & Alovaddin Kalonov, 2014. "Comparative performance analysis between conventional and Islamic banks: empirical evidence from OIC countries," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 253-270, January.
    41. Anis Chowdhury, 2002. "DOES INFLATION AFFECT ECONOMIC GROWTH? The relevance of the debate for Indonesia," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 7(1), pages 20-34.
    42. Malak Samih Abu Murad & Nooh Alshyab, 2019. "Political instability and its impact on economic growth: the case of Jordan," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 18(3), pages 366-380, September.
    43. Dervis Kirikkaleli, 2019. "Time–frequency dependency of financial risk and economic risk: evidence from Greece," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-10, December.
    44. Furceri, Davide & Mourougane, Annabelle, 2012. "The effect of financial crises on potential output: New empirical evidence from OECD countries," Journal of Macroeconomics, Elsevier, vol. 34(3), pages 822-832.
    45. Alsamara, Mouyad & Mrabet, Zouhair & Jarallah, Shaif & Barkat, Karim, 2019. "The switching impact of financial stability and economic growth in Qatar: Evidence from an oil-rich country," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 205-216.
    46. Nazlioglu, Saban & Soytas, Ugur, 2011. "World oil prices and agricultural commodity prices: Evidence from an emerging market," Energy Economics, Elsevier, vol. 33(3), pages 488-496, May.
    47. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    48. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    49. Walter Enders & Junsoo Lee, 2012. "A Unit Root Test Using a Fourier Series to Approximate Smooth Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(4), pages 574-599, August.
    50. Olson, Dennis & Zoubi, Taisier, 2017. "Convergence in bank performance for commercial and Islamic banks during and after the Global Financial Crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 71-87.
    51. Azadeh Rahimi & Marc Lavoie & Ba Chu, 2016. "Linear and nonlinear Granger-causality between short-term and long-term interest rates during business cycles," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(6), pages 714-728, November.
    52. Abdulnasser Hatemi-J, 2008. "Tests for cointegration with two unknown regime shifts with an application to financial market integration," Empirical Economics, Springer, vol. 35(3), pages 497-505, November.
    53. Dervis Kirikkaleli, 2020. "Does political risk matter for economic and financial risks in Venezuela?," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-10, December.
    54. Dervis Kirikkaleli, 2016. "Interlinkage Between Economic, Financial, and Political Risks in the Balkan Countries: Evidence from a Panel Cointegration," Eastern European Economics, Taylor & Francis Journals, vol. 54(3), pages 208-227, May.
    55. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    56. Cassette, Aurélie & Farvaque, Etienne, 2014. "Are elections debt brakes? Evidence from French municipalities," Economics Letters, Elsevier, vol. 122(2), pages 314-316.
    57. Jakob B. Madsen & James B. Ang, 2016. "Finance-Led Growth in the OECD since the Nineteenth Century: How Does Financial Development Transmit to Growth?," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 552-572, July.
    58. Nazlioglu, Saban, 2011. "World oil and agricultural commodity prices: Evidence from nonlinear causality," Energy Policy, Elsevier, vol. 39(5), pages 2935-2943, May.
    59. Siddiqui, Danish Ahmed & Ahmed, Qazi Masood, 2013. "The effect of institutions on economic growth: A global analysis based on GMM dynamic panel estimation," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 18-33.
    60. Ghosh, Sajal & Kanjilal, Kakali, 2016. "Co-movement of international crude oil price and Indian stock market: Evidences from nonlinear cointegration tests," Energy Economics, Elsevier, vol. 53(C), pages 111-117.
    61. Roe, Mark J. & Siegel, Jordan I., 2011. "Political instability: Effects on financial development, roots in the severity of economic inequality," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 279-309, September.
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