IFRS innovation, governance practices and firm performance: A new empirical assessment of moderating effects across GCC region
DOI:
https://doi.org/10.24136/eq.2023.020Keywords:
IFRS innovation, governance practices, firm performance, Saudi listed firms, Gulf Cooperation Council countries (GCC), International Financial Reporting Standards (IFRS)Abstract
Research background: Despite the large volume of research which has been conducted, the association between corporate governance mechanisms and firm performance remains a controversial issue, particularly with the growth of accounting settings around the world.
Purpose of the article: This study assesses the moderating role of International Financial Reporting Standards (IFRS) on the association between corporate governance mechanisms and firm performance in selected Gulf Cooperation Council (GCC) country-listed firms, namely Saudi Arabia, Qatar, Bahrain, and United Arab Emirates over the period 2016–2019.
Methods: Importantly, we examine the direct and indirect influences of royal family members on long-term firm performance. We attempt to answer our research questions using robust estimation methods such as pooled OLS, fixed effect, random effect and first difference models.
Findings & value added: The outcome reveals a significant and positive impact of firm size and board size on the firm performance in the pooled sample, while there is a significantly negative influence of financial leverage on firm performance. The impact of RFP on FP is seen to be negative and significant while the interaction term is found to be positive and statistically significant. This notably refers to the possibility that royal family directors could play an essential role in influencing the executive management team to fully react to provide extensive voluntary disclosure and comply with IFRS adoption. Our simultaneous quantile regression analysis displays the influence of corporate governance mechanisms on firm performance in various stages. While we observe that IFRS transformation has improved information comparability, policy makes in GCC countries should continue to foster conducive environment to support innovative business practices that help diversify their economies.
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References
Aburous, D. (2019). IFRS and institutional work in the accounting domain. Critical Perspectives on Accounting, 62, 1–15.
DOI: https://doi.org/10.1016/j.cpa.2018.10.001
View in Google Scholar
Adams, R. B., & Mehran, H. (2005). Corporate performance, board structure and its determinants in the banking industry. EFA 2005 Moscow Meetings. SSRN.
View in Google Scholar
Adegbite E. (2015). Good corporate governance in Nigeria: Antecedents, propositions and peculiarities. International Business Review, 24(2), 319–330.
DOI: https://doi.org/10.1016/j.ibusrev.2014.08.004
View in Google Scholar
Ahmed, E., & Hamdan, A. (2016). The impact of corporate governance on firm performance: Evidence from Bahrain Bourse. International Management Review, 11(2), 121–130.
DOI: https://doi.org/10.22495/cocv13i3p11
View in Google Scholar
Al Nasser, Z. (2020). The effect of royal family members on the board on firm performance in Saudi Arabia. Journal of Accounting in Emerging Economies, 10(3), 487–518.
View in Google Scholar
Alabbasi, Y., & Sandhu, K. (2021). Blockchain technologically driven innovation at the gulf cooperation council countries: An overview. In Research anthology on blockchain technology in business, healthcare, education, and government (pp. 1202– 1217). IGI Global.
DOI: https://doi.org/10.4018/978-1-7998-5351-0.ch066
View in Google Scholar
Alazzani, A., Wan-Hussin, W. N., & Jones, M. (2019). Muslim CEO, women on boards and corporate responsibility reporting: Some evidence from Malaysia. Journal of Islamic Accounting and Business Research, 10(2), 274–296.
DOI: https://doi.org/10.1108/JIABR-01-2017-0002
View in Google Scholar
Albulescu, C. T. (2015). Do foreign direct and portfolio investments affect long-term economic growth in Central and Eastern Europe? Procedia Economics and Finance, 23, 507–512.
DOI: https://doi.org/10.1016/S2212-5671(15)00539-0
View in Google Scholar
Alchian, A. A., & Demsetz, H. (1972). Production, information costs, and economic organization. American Economic Review, 62(5), 777–795.
View in Google Scholar
Al-Dhamari, R., & Ismail, K. N. I. K. (2015). Cash holdings, political connections, and earnings quality: Some evidence from Malaysia. International Journal of Managerial Finance, 11(2), 215–231.
DOI: https://doi.org/10.1108/IJMF-02-2014-0016
View in Google Scholar
Al-Enzy, N. S. .K., Monem, R., & Nahar, S. (2023). IFRS experience and earnings quality in the GCC region. International Journal of Managerial Finance, 19(3), 670–690.
DOI: https://doi.org/10.1108/IJMF-09-2021-0410
View in Google Scholar
Al-Gamrh, B., Ku Ismail, K. N. I., Ahsan, T., & Alquhaif, A. (2020). Investment opportunities, corporate governance quality, and firm performance in the UAE. Journal of Accounting in Emerging Economies, 10(2), 261–276.
DOI: https://doi.org/10.1108/JAEE-12-2018-0134
View in Google Scholar
Alqahtani, F., Samargandi, N., & Kutan, A. M. (2020). The influence of oil prices on the banking sector in oil-exporting economies: Is there a psychological barrier? International Review of Financial Analysis, 69, 101470.
DOI: https://doi.org/10.1016/j.irfa.2020.101470
View in Google Scholar
Alruwaili, W. S., Ahmed, A. D., & Joshi, M. (2023). IFRS adoption, firms’ investment efficiency and financial reporting quality: A new empirical assessment of moderating effects from Saudi listed firms. International Journal of Accounting & Information Management, 31(2), 376–411.
DOI: https://doi.org/10.1108/IJAIM-10-2022-0226
View in Google Scholar
Al-Shammari, B., & Al-Sultan, W. (2009). Corporate governance and corporate performance: Evidence from Kuwait. Corporate Ownership and Control, 7(1), 20–35.
DOI: https://doi.org/10.22495/cocv7i1c3p1
View in Google Scholar
Al-Shammari, B., Brown, P., & Tarca, A. (2008). An investigation of compliance with international accounting standards by listed companies in the Gulf Co-Operation Council member states. International Journal of Accounting, 43(4), 425–447.
DOI: https://doi.org/10.1016/j.intacc.2008.09.003
View in Google Scholar
Armstrong, C. S., Barth, M. E., Jagolinzer, A. D., & Riedl, E. J. (2010). Market reaction to the adoption of IFRS in Europe. Accounting Review, 85(1), 31–61.
DOI: https://doi.org/10.2308/accr.2010.85.1.31
View in Google Scholar
Ashfaq, M., & Ayub, U. (2021). Knowledge, attitude, and perceptions of financial industry employees towards AI in the GCC region. In E. Azar & A. N. Haddad (Ed.). Artificial intelligence in the Gulf (pp. 95–115). Springer.
DOI: https://doi.org/10.1007/978-981-16-0771-4_6
View in Google Scholar
At-Twaijri, M. I., & Al-Muhaiza, I. A. (1996). Hofstede's cultural dimensions in the GCC countries: An empirical investigation. International Journal of Value-Based Management, 9(2), 121–131.
DOI: https://doi.org/10.1007/BF00440149
View in Google Scholar
Ayyangar, L. (2007). Skewness, multicollinearity, heteroskedasticity—you name it, cost data have it! Solutions to violations of assumptions of ordinary least regression models using SAS. SAS Global Forum, Orlando, 16-19 April 2007. Retrieved from http://www2.sas.com/proceedings/forum2007/131‐2007.pdf (13.05.2022).
View in Google Scholar
Azeez, A. A. (2015). Corporate governance and firm performance: Evidence from Sri Lanka. Journal of Finance and Bank Mangement, 3(1), 180–189.
DOI: https://doi.org/10.15640/jfbm.v3n1a16
View in Google Scholar
Baatwah, S. R., Aljaaidi, K. S., Almoataz, E. S., & Salleh, Z. (2023). Culture and financial reporting quality in GCC countries: What do we know about tribal culture?. International Journal of Emerging Markets, 18(4), 788–821.
DOI: https://doi.org/10.1108/IJOEM-04-2020-0439
View in Google Scholar
Ball, R. (2006). International Financial Reporting Standards (IFRS): Pros and cons for investors. Accounting and Business Research, 36(1), 50–27.
DOI: https://doi.org/10.1080/00014788.2006.9730040
View in Google Scholar
Baltagi, B. H. (2008). Econometric analysis of panel data (Vol. 4). Chichester: John Wiley & Sons.
View in Google Scholar
Barniv, R. R., Myring, M., & Westfall, T. (2022). Does IFRS experience improve analyst performance? Journal of International Accounting, Auditing and Taxation, 46, 100443.
DOI: https://doi.org/10.1016/j.intaccaudtax.2021.100443
View in Google Scholar
Beggs, J. J., & Chapman, B. J. (1988). Immigrant wage adjustment in Australia: Cross section and time‐series estimates. Economic Record, 64(3), 161–167.
DOI: https://doi.org/10.1111/j.1475-4932.1988.tb02054.x
View in Google Scholar
Beneish, M. D., Miller, B. P., & Yohn, T. L. (2015). Macroeconomic evidence on the impact of mandatory IFRS adoption on equity and debt markets. Journal of Accounting and Public Policy, 34(1), 1–27.
DOI: https://doi.org/10.1016/j.jaccpubpol.2014.10.002
View in Google Scholar
Bhagat, S., & Bolton, B. (2008). Corporate governance and firm performance. Journal of Corporate Finance, 14(3), 257–273.
DOI: https://doi.org/10.1016/j.jcorpfin.2008.03.006
View in Google Scholar
Boachie, C., & Mensah, E. (2022). The effect of earnings management on firm performance: The moderating role of corporate governance quality. International Review of Financial Analysis, 83, 102270.
DOI: https://doi.org/10.1016/j.irfa.2022.102270
View in Google Scholar
Boshnak, H. A. (2021). Corporate governance mechanisms and firm performance in Saudi Arabia. International Journal of Financial Research, 12(3), 446–465.
DOI: https://doi.org/10.5430/ijfr.v12n3p446
View in Google Scholar
Boyle, D. M., Boyle, J. F., & Mahoney, D. P. (2015). Avoiding the fraud mind-set. Strategic Finance, 96(8), 41–47.
View in Google Scholar
Bozec, R. (2005). Boards of directors, market discipline and firm performance. Journal of Business and Finance & Accounting, 32(9-10), 1921–1960.
DOI: https://doi.org/10.1111/j.0306-686X.2005.00652.x
View in Google Scholar
Brown, L. D., & Caylor, M. L. (2004). Corporate governance and firm performance. SSRN.
DOI: https://doi.org/10.2139/ssrn.586423
View in Google Scholar
Brüggemann, U., Daske, H., Homburg, C., & Pope, P. F. (2012). How do individual investors react to global IFRS adoption? Financial Accounting and Reporting Section (FARS). SSRN.
View in Google Scholar
Cascino, S., & Gassen, J. (2015). What drives the comparability effect of mandatory IFRS adoption? Review of Accounting Studies, 20(1), 242–282.
DOI: https://doi.org/10.1007/s11142-014-9296-5
View in Google Scholar
Chen, J., & Strange, R. (2005). The determinants of capital structure: Evidence from Chinese listed companies. Economic change and Restructuring, 38, 11–35.
DOI: https://doi.org/10.1007/s10644-005-4521-7
View in Google Scholar
Chen, L., Ng, J., & Tsang, A. (2015). The effect of mandatory IFRS adoption on international cross-listings. Accounting Review, 90(4), 1395–1435.
DOI: https://doi.org/10.2308/accr-50982
View in Google Scholar
Chen, Y. S., & Wang, S. T. (2004). The empirical evidence of the leverage effect on volatility in international bulk shipping market. Maritime Policy & Management, 31(2), 109–124.
DOI: https://doi.org/10.1080/0308883042000208301
View in Google Scholar
Cheung, E., & Lau, J. (2016). Readability of notes to the financial statements and the adoption of IFRS. Australian Accounting Review, 26(2), 162–176.
DOI: https://doi.org/10.1111/auar.12087
View in Google Scholar
Conyon, M. J., & Peck, S. I. (1998). Board control, remuneration committees, and top management compensation. Academy of Management Journal, 41(2), 146–157.
DOI: https://doi.org/10.5465/257099
View in Google Scholar
Cornett, M. M., Marcus, A. J., & Tehranian, H. (2008). Corporate governance and pay-for-performance: The impact of earnings management. Journal of Financial Economics, 87(2), 357–373.
DOI: https://doi.org/10.1016/j.jfineco.2007.03.003
View in Google Scholar
Dalwai, T. A. R., Basiruddin, R., & Abdul Rasid, S. Z. (2015). A critical review of relationship between corporate governance and firm performance: GCC banking sector perspective. Corporate Governance, 15(1), 18–30.
DOI: https://doi.org/10.1108/CG-04-2013-0048
View in Google Scholar
DiMaggio, P. J., & Powell, W. W. (1983). The iron cage revisited: Institutional isomorphism and collective rationality in organizational fields. American Sociological Review, 48, 147–160.
DOI: https://doi.org/10.2307/2095101
View in Google Scholar
Eisenhardt, K. M. (1985). Control: Organizational and economic approaches. Management Science, 31(2), 134–149.
DOI: https://doi.org/10.1287/mnsc.31.2.134
View in Google Scholar
Elsayed, K. (2007). Does CEO duality really affect corporate performance? Corporate Governance: An International Review, 15(6), 203–1214.
DOI: https://doi.org/10.1111/j.1467-8683.2007.00641.x
View in Google Scholar
Fallatah, Y., & Dickins, D. (2012). Corporate governance and firm performance and value in Saudi Arabia. African Journal of Business Management, 6(36), 10025–10034.
DOI: https://doi.org/10.5897/AJBM12.008
View in Google Scholar
Farhan, A., Obaid, S. N., & Azlan, H. (2017). Corporate governance effect on firms’ performance–evidence from the UAE. Journal of Economic and Administrative Sciences, 33(1), 66–80.
DOI: https://doi.org/10.1108/JEAS-01-2016-0002
View in Google Scholar
Fogarty, T. J. (1996). The imagery and reality of peer review in the US: Insights from institutional theory. Accounting, Organizations and Society, 21(2-3), 243–267.
DOI: https://doi.org/10.1016/0361-3682(95)00001-1
View in Google Scholar
Frijns, B., Dodd, O., & Cimerova, H. (2016). The impact of cultural diversity in corporate boards on firm performance. Journal of Corporate Finance, 41, 521–541.
DOI: https://doi.org/10.1016/j.jcorpfin.2016.07.014
View in Google Scholar
Fu, M., & Shen, H. (2020). COVID-19 and corporate performance in the energy industry. Energy Research Letters, 1(1), 12967.
DOI: https://doi.org/10.46557/001c.12967
View in Google Scholar
Goergen, M., & Renneboog, L. (2008). Contractual corporate governance. Journal of Corporate Finance, 14(3), 166–182.
DOI: https://doi.org/10.1016/j.jcorpfin.2008.04.003
View in Google Scholar
Gordon, L. A., Loeb, M. P., & Zhu, W. (2012). The impact of IFRS adoption on foreign direct investment. Journal of Accounting and Public Policy, 31(4), 374–398.
DOI: https://doi.org/10.1016/j.jaccpubpol.2012.06.001
View in Google Scholar
Haniffa, R. M., & Cooke, T. E. (2002). Culture, corporate governance and disclosure in Malaysian corporations. Abacus, 38(3), 317–349.
DOI: https://doi.org/10.1111/1467-6281.00112
View in Google Scholar
Hill, C. W., & Jones, T. M. (1992). Stakeholder‐agency theory. Journal of Management Studies, 29(2), 131–154.
DOI: https://doi.org/10.1111/j.1467-6486.1992.tb00657.x
View in Google Scholar
Hofstede, G. (2011). Dimensionalizing cultures: The Hofstede model in context. Online Readings in Psychology and Culture, 2(1), 2307–0919.
DOI: https://doi.org/10.9707/2307-0919.1014
View in Google Scholar
IMF (2018). Gulf Cooperation Council: Trade and foreign investment—keys to diversification and growth in the GCC. Washington: International Monetary Fund.
View in Google Scholar
Jang, J. I., Lee, K. J., Seo, Y. M., & Cheung, J. H. (2016). Economic consequences of IFRS adoption in Korea: A literature review. Journal of Applied Business Research, 32(6), 1649–662.
DOI: https://doi.org/10.19030/jabr.v32i6.9813
View in Google Scholar
Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305–360.
DOI: https://doi.org/10.1016/0304-405X(76)90026-X
View in Google Scholar
Kend, M. (2015). Governance, firm-level characteristics and their impact on the client’s voluntary sustainability disclosures and assurance decisions. Sustainability Accounting, Management and Policy Journal, 6(1), 54–78.
DOI: https://doi.org/10.1108/SAMPJ-12-2013-0061
View in Google Scholar
Khalifa H, A. M. G., Natoli, R., & Zuhair, S. (2020). The impact of board and audit characteristics on the financial performance of UAE listed firms. International Journal of Accounting and Financial Reporting, 10(2), 60–80.
DOI: https://doi.org/10.5296/ijafr.v10i2.16481
View in Google Scholar
Klein, A. (1998). Firm performance and board committee structure. Journal of Law and Economics, 41(1), 275–304.
DOI: https://doi.org/10.1086/467391
View in Google Scholar
Koenker, R., & Bassett Jr, G. (1978). Regression quantiles. Econometrica: Journal of the Econometric Society, 46, 33–50.
DOI: https://doi.org/10.2307/1913643
View in Google Scholar
Lane, C., (2003). Changes in corporate governance of German corporations: Convergence to the Anglo-American model?. Competition & Change, 7(2-3), 79–100.
DOI: https://doi.org/10.1080/1024529032000146678
View in Google Scholar
Lenger, S., Ernstberger J., & Stiebal, J. (2011). The impact of IFRS on firms' investment efficiency - European evidence on private and public firms. Illinois International Journal of Accounting Symposium Paper, Porto Carras, Halkidiki, 23-25 June 2011.
View in Google Scholar
Louis, H., & Urcan, O., (2014). The effect of IFRS on cross-border acquisitions. SSRN.
View in Google Scholar
Lounsbury, M. (2008). Institutional rationality and practice variation: New directions in the institutional analysis of practice. Accounting, Organizations and Society, 33(4-5), 349–361.
DOI: https://doi.org/10.1016/j.aos.2007.04.001
View in Google Scholar
Lungu, C. I., Caraiani, C., & Dascălu, C. (2017). The impact of IFRS adoption on foreign direct investments: Insights for emerging countries. Accounting in Europe, 14(3), 331–357.
DOI: https://doi.org/10.1080/17449480.2017.1374546
View in Google Scholar
Mameche, Y., & Masood, A. (2021). Macroeconomic evidence on the impact of mandatory IFRS adoption on FDI in the Gulf Cooperation Council (GCC) countries. Journal of Accounting in Emerging Economies, 11(4), 610–631.
DOI: https://doi.org/10.1108/JAEE-04-2020-0084
View in Google Scholar
Márquez-Ramos, L. (2011). European accounting harmonization: Consequences of IFRS adoption on trade in goods and foreign direct investments. Emerging Markets Finance and Trade, 47(4), 42–57.
DOI: https://doi.org/10.2753/REE1540-496X4705S403
View in Google Scholar
Meyer, J. P., & Allen, N. J. (1997). Commitment in the workplace: Theory, research, and application. Thousand Oaks, CA: Sage.
DOI: https://doi.org/10.4135/9781452231556
View in Google Scholar
Morar, B., Kilani, M., Prevost, J. L., & Meyer, K. (2019). Big Data in the GCC: From strategy to global leadership, a Middle East point of view. Deloitte. Retrieved from https://www2.deloitte.com/ye/en/pages/about-deloitte/articles/revolution/ big-data-gcc.html.
View in Google Scholar
Nasser, Z. A. (2019). The effect of royal family members on the board on firm performance in Saudi Arabia. Journal of Accounting in Emerging Economies, 10(3), 487–518.
DOI: https://doi.org/10.1108/JAEE-04-2017-0041
View in Google Scholar
Nurunnabi, M. (2018). Perceived costs and benefits of IFRS adoption in Saudi Arabia: An exploratory study. Research in Accounting Regulation, 30(2), 166–175.
DOI: https://doi.org/10.1016/j.racreg.2018.09.001
View in Google Scholar
Orlitzky, M. (2001). Does firm size comfound the relationship between corporate social performance and firm financial performance? Journal of Business Ethics, 33(2), 167–180.
View in Google Scholar
Panda, B., & Leepsa, N. M. (2017). Agency theory: Review of theory and evidence on problems and perspectives. Indian Journal of Corporate Governance, 10(1), 74–95.
DOI: https://doi.org/10.1177/0974686217701467
View in Google Scholar
Pérez-Cornejo, C., de Quevedo-Puente, E., & Delgado-García, J. B. (2019). How to manage corporate reputation? The effect of enterprise risk management systems and audit committees on corporate reputation. European Management Journal, 37(4), 505–515.
DOI: https://doi.org/10.1016/j.emj.2019.01.005
View in Google Scholar
Pillai, R., & Al-Malkawi, H. A. N. (2018). On the relationship between corporate governance and firm performance: Evidence from GCC countries. Research in International Business and Finance, 44, 394–410.
DOI: https://doi.org/10.1016/j.ribaf.2017.07.110
View in Google Scholar
Rashid, A. (2018). Board independence and firm performance: Evidence from Bangladesh. Future Business Journal, 4(1), 34–49.
DOI: https://doi.org/10.1016/j.fbj.2017.11.003
View in Google Scholar
Saidi, N., & Prasad, A. (2018). Trends in trade and investment policies in the MENA Region. MENA-OECD. SSRN. Retrieved from https://ssrn.com/abstract=3294 817.
View in Google Scholar
Sajnóg, A., & Rogozińska-Pawełczyk, A. (2022). Executive compensation and the financial performance of Polish listed companies from the corporate governance perspective. Equilibrium. Quarterly Journal of Economics and Economic Polcy, 17(2), 459–480.
DOI: https://doi.org/10.24136/eq.2022.016
View in Google Scholar
Salem, R. B., & Ayadi, S. D. (2022). The impact of acculturation process and the institutional isomorphism on IFRS adoption. EuroMed Journal of Business, 18(2), 184–206.
DOI: https://doi.org/10.1108/EMJB-04-2021-0058
View in Google Scholar
Shleifer, A., & Vishny, R. W. (1997). A survey of corporate governance. Journal of finance, 52(2), 737–783.
DOI: https://doi.org/10.1111/j.1540-6261.1997.tb04820.x
View in Google Scholar
Siriopoulos, C., Tsagkanos, A., Svingou, A., & Daskalopoulos, E. (2021). Foreign direct investment in GCC Countries: The essential influence of governance and the adoption of IFRS. Journal of Risk and Financial Management, 14(6), 264.
DOI: https://doi.org/10.3390/jrfm14060264
View in Google Scholar
Tabachnick, B. G., & Fidell, L. S. (1996). Using multivariate statistics. New York: Harper Collins.
View in Google Scholar
Tawfik, O. I., Almaqtari, F. A., Al-ahdal, W. M., Abdul Rahman, A. A., & Farhan, N. H. (2023). The impact of board diversity on financial reporting quality in the GCC listed firms: The role of family and royal directors. Economic research-Ekonomska istraživanja, 36(1), 2120042.
DOI: https://doi.org/10.1080/1331677X.2022.2120042
View in Google Scholar
Vafeas, N. (1999). Board meeting frequency and firm performance. Journal of Financial Economics, 53(1), 113–142.
DOI: https://doi.org/10.1016/S0304-405X(99)00018-5
View in Google Scholar
Waheed, R., Sarwar, S., & Mighri, Z. (2021). Role of high technology exports for energy efficiency: Empirical evidence in the context of Gulf Cooperation Council countries. Energy & Environment, 32(5), 803–819.
DOI: https://doi.org/10.1177/0958305X20954196
View in Google Scholar
Wernerfelt, B., & Montgomery, C. A. (1988). Tobin's q and the importance of focus in firm performance. American Economic Review, 78(1), 246–250.
View in Google Scholar
Wintoki, M. B. (2007). Corporate boards and regulation: The effect of the Sarbanes–Oxley Act and the exchange listing requirements on firm value. Journal of Corporate Finance, 13(2-3), 229–250.
DOI: https://doi.org/10.1016/j.jcorpfin.2007.03.001
View in Google Scholar
Yazici, B., & Yolacan, S. (2007). A comparison of various tests of normality. Journal of Statistical Computation and Simulation, 77(2), 175–183.
DOI: https://doi.org/10.1080/10629360600678310
View in Google Scholar
Yermack, D. (1996). Higher market valuation of companies with a small board of directors. Journal of Financial Economics, 40(2), 185–211.
DOI: https://doi.org/10.1016/0304-405X(95)00844-5
View in Google Scholar
Zmami, M., & Ben-Salha, O. (2020). Oil price and the economic activity in GCC countries: Evidence from quantile regression. Equilibrium. Quarterly Journal of Economics and Economic Policy, 15(4), 651–673.
DOI: https://doi.org/10.24136/eq.2020.028
View in Google Scholar
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