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Investigating the nexus between GDP, oil prices, FDI, and tourism for emerging economy: Empirical evidence from the novel fourier ARDL and hidden cointegration

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  • Faisal, Faisal
  • Rahman, Sami Ur
  • Chander, Rajnesh
  • Ali, Adnan
  • Ramakrishnan, Suresh
  • Ozatac, Nesrin
  • Ullah, Mr Noor
  • Tursoy, Turgut

Abstract

This study is conducted to investigate the nexus between GDP, FDI, oil prices, and tourism using yearly data from 1995 to 2017. The integration order is investigated by applying the ADF, PP and Zivot and Andrews unit root tests that identify the integration order in the presence of one endogenous break. After identifying the unique order of integration, this study applies the Fourier autoregressive distributed lag model (FADL) to investigate the evidence of a long-run relationship. Moreover, the Maki (2012) test confirms the results of FADL in the presence of multiple breaks. This study also confirms the hidden cointegration among the negative components of the variables using the FADL test. Moreover, oil prices and tourist arrivals have a negative and positive effect on GDP under the symmetric framework. However, the effect of FDI is insignificant. Furthermore, the negative component of oil prices have a negative and significant effect, while negative components of FDI and tourist arrivals have positive and significant effect on GDP under the asymmetric framework. The results of the symmetric and asymmetric causality suggest the existence of a causal relationship from FDI to GDP and tourism. This highlights the importance of FDI that affects GDP and tourism. The findings suggest that more inward movement of FDI promotes tourism using the channel of oil prices and GDP. This study also validates the FDI-led growth hypothesis for Turkey in both symmetric and asymmetric (positive components). This highlights that the Turkish government must promote tourism to attract more FDI by ensuring sustainable development.

Suggested Citation

  • Faisal, Faisal & Rahman, Sami Ur & Chander, Rajnesh & Ali, Adnan & Ramakrishnan, Suresh & Ozatac, Nesrin & Ullah, Mr Noor & Tursoy, Turgut, 2021. "Investigating the nexus between GDP, oil prices, FDI, and tourism for emerging economy: Empirical evidence from the novel fourier ARDL and hidden cointegration," Resources Policy, Elsevier, vol. 74(C).
    • Handle: RePEc:eee:jrpoli:v:74:y:2021:i:c:s0301420721003779
    DOI: 10.1016/j.resourpol.2021.102368
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    1. 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.
    2. Charles, Amélie & Darné, Olivier, 2009. "The efficiency of the crude oil markets: Evidence from variance ratio tests," Energy Policy, Elsevier, vol. 37(11), pages 4267-4272, November.
    3. Korhan Gökmenoğlu & Nigar Taspinar, 2016. "The relationship between Co 2 emissions, energy consumption, economic growth and FDI: the case of Turkey," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 25(5), pages 706-723, August.
    4. Tiwari, Aviral Kumar & Mukherjee, Zinnia & Gupta, Rangan & Balcilar, Mehmet, 2019. "A wavelet analysis of the relationship between oil and natural gas prices," Resources Policy, Elsevier, vol. 60(C), pages 118-124.
    5. 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.
    6. Granger, Clive W.J. & YOON, GAWON, 2002. "Hidden Cointegration," University of California at San Diego, Economics Working Paper Series qt9qn5f61j, Department of Economics, UC San Diego.
    7. Alfalih, Abdullah Abdulmohsen & Bel Hadj, Tarek, 2020. "Foreign direct investment determinants in an oil abundant host country: Short and long-run approach for Saudi Arabia," Resources Policy, Elsevier, vol. 66(C).
    8. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    9. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    10. Kırca, Mustafa & Canbay, Şerif & Pirali, Kerem, 2020. "Is the relationship between oil-gas prices index and economic growth in Turkey permanent?," Resources Policy, Elsevier, vol. 69(C).
    11. 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.
    12. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    13. Temiz, Dilek & Gökmen, Aytaç, 2014. "FDI inflow as an international business operation by MNCs and economic growth: An empirical study on Turkey," International Business Review, Elsevier, vol. 23(1), pages 145-154.
    14. Charfeddine, Lanouar & Barkat, Karim, 2020. "Short- and long-run asymmetric effect of oil prices and oil and gas revenues on the real GDP and economic diversification in oil-dependent economy," Energy Economics, Elsevier, vol. 86(C).
    15. Monireh Rafat, 2018. "The Interactive Relationship between Economic Growth and Foreign Direct Investments (FDI): A VAR Analysis in Iran," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 22(1), pages 163-185, Winter.
    16. 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.
    17. Fernandes, Ana M. & Paunov, Caroline, 2012. "Foreign direct investment in services and manufacturing productivity: Evidence for Chile," Journal of Development Economics, Elsevier, vol. 97(2), pages 305-321.
    18. Álvarez, Luis J. & Hurtado, Samuel & Sánchez, Isabel & Thomas, Carlos, 2011. "The impact of oil price changes on Spanish and euro area consumer price inflation," Economic Modelling, Elsevier, vol. 28(1), pages 422-431.
    19. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    20. James E. Payne & Andrea Mervar, 2010. "Research Note: The Tourism–Growth Nexus in Croatia," Tourism Economics, , vol. 16(4), pages 1089-1094, December.
    21. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    22. Salih Katırcıoglu & Nesrin Ozatac & Nigar Taspınar, 2020. "The role of oil prices, growth and inflation in bank profitability," The Service Industries Journal, Taylor & Francis Journals, vol. 40(7-8), pages 565-584, June.
    23. Maki, Daiki, 2012. "Tests for cointegration allowing for an unknown number of breaks," Economic Modelling, Elsevier, vol. 29(5), pages 2011-2015.
    24. James D. Hamilton, 2012. "Oil Prices, Exhaustible Resources, and Economic Growth," NBER Working Papers 17759, National Bureau of Economic Research, Inc.
    25. Banerjee, Piyali & Arčabić, Vladimir & Lee, Hyejin, 2017. "Fourier ADL cointegration test to approximate smooth breaks with new evidence from Crude Oil Market," Economic Modelling, Elsevier, vol. 67(C), pages 114-124.
    26. Bouchoucha, Najeh & Ali, Walid, 2019. "The impact of FDI on economic growth in Tunisia: An estimate by the ARDL approach," MPRA Paper 91465, University Library of Munich, Germany.
    27. Arouri, Mohamed El Hedi, 2011. "Does crude oil move stock markets in Europe? A sector investigation," Economic Modelling, Elsevier, vol. 28(4), pages 1716-1725, July.
    28. Hossein Hassani & Mansi Ghodsi & Xu Huang & Emmanuel Sirimal Silva, 2021. "Is there a causal relationship between oil prices and tourist arrivals?," Journal of Applied Statistics, Taylor & Francis Journals, vol. 48(1), pages 191-202, January.
    29. P. Srinivasan & Santhosh Kumar P. K & L. Ganesh, 2012. "Tourism and Economic Growth in Sri Lanka: An ARDL Bounds Testing Approach," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 15(45), pages 211-226, September.
    30. Saroja Selvanathan & Brinda Viswanathan & E. A. Selvanathan & Muthu Mangai, 2009. "Modelling the domestic and foreign tourist arrivals to Tamil Nadu (India)," Applied Economics, Taylor & Francis Journals, vol. 41(24), pages 3131-3142.
    31. Balashova, Svetlana & Serletis, Apostolos, 2020. "Oil prices shocks and the Russian economy," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    32. Pegkas, Panagiotis, 2015. "The impact of FDI on economic growth in Eurozone countries," The Journal of Economic Asymmetries, Elsevier, vol. 12(2), pages 124-132.
    33. Ediger, Volkan S. & Berk, Istemi, 2011. "Crude oil import policy of Turkey: Historical analysis of determinants and implications since 1968," Energy Policy, Elsevier, vol. 39(4), pages 2132-2142, April.
    34. Haider Mahmood & Tarek Tawfik Yousef Alkhateeb, 2018. "Foreign Direct Investment, Domestic Investment and Oil Price Nexus in Saudi Arabia," International Journal of Energy Economics and Policy, Econjournals, vol. 8(4), pages 147-151.
    35. De Vita, Glauco & Kyaw, Khine S., 2016. "Tourism development and growth," Annals of Tourism Research, Elsevier, vol. 60(C), pages 23-26.
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