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Quantifying the Effect of Non-Tariff Measures on Imports of Saudi Arabia Using a Panel ARDL Gravity Model

Author

Listed:
  • Imad Eldin Elfadil Yousif

    (Department of Agricultural Economics, Food and Agriculture Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

  • Jawad Alhashim

    (Department of Agricultural Economics, Food and Agriculture Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

  • Kamal Ali Bashir

    (Department of Agricultural Economics, Food and Agriculture Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

  • Mahdi Alsultan

    (Department of Agricultural Economics, Food and Agriculture Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

  • Emad S. Aljohani

    (Department of Agricultural Economics, Food and Agriculture Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

Abstract

Saudi Arabia implements a wide range of non-tariff measures on imports and exports. Different research articles have quantified the effect of non-tariff measures on trade, but their effect on Saudi Arabia has not been quantified. The major objective of this paper is to quantify the effect of non-tariff measures on the imports of Saudi Arabia. Panel data from 2000 to 2022 for four major regions trading with Saudi Arabia are used to estimate the panel ARDL gravity model. The results of the bound test confirm the presence of a long-run association between the model variables. In the long-run, the per capita income of Saudi Arabia is the main determinant of imports. In contrast, in the short-run the per capita income has no influence, and the non-tariff measures have a negative effect on import value. At the cross-sectional level, the results confirm the negative effect of non-tariff measures on the selected trade partners with varying degrees. The results ascertain the detrimental effect of the application of technical and non-technical measures on Saudi Arabia’s imports. We recommend policymakers in Saudi Arabia adopt a more transparent policy of NTMs application that leads to a sustainable supply of goods and services and ensures sustainable trade.

Suggested Citation

  • Imad Eldin Elfadil Yousif & Jawad Alhashim & Kamal Ali Bashir & Mahdi Alsultan & Emad S. Aljohani, 2025. "Quantifying the Effect of Non-Tariff Measures on Imports of Saudi Arabia Using a Panel ARDL Gravity Model," Sustainability, MDPI, vol. 17(12), pages 1-12, June.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:12:p:5567-:d:1680919
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    References listed on IDEAS

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    1. Jarita Duasa, 2007. "Determinants of Malaysian Trade Balance: An ARDL Bound Testing Approach," Global Economic Review, Taylor & Francis Journals, vol. 36(1), pages 89-102.
    2. Disdier, Anne-Celia & Fontagne, Lionel & Mimouni, Mondher, 2008. "AJAE Appendix: The Impact of Regulations on Agricultural Trade: Evidence from the SPS and TBT Agreements," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-7.
    3. John C. Beghin & Jean-Christophe Bureau, 2017. "Quantitative Policy Analysis Of Sanitary, Phytosanitary And Technical Barriers To Trade," World Scientific Book Chapters, in: John Christopher Beghin (ed.), Nontariff Measures and International Trade, chapter 3, pages 39-62, World Scientific Publishing Co. Pte. Ltd..
    4. John C. Beghin & Jean-Christophe Bureau, 2001. "Quantification of Sanitary, Phytosanitary, and Technical Barriers to Trade for Trade Policy Analysis," Center for Agricultural and Rural Development (CARD) Publications 01-wp291, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    5. 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.
    6. Michael J. Ferrantino, 2006. "Quantifying the Trade and Economic Effects of Non-Tariff Measures," OECD Trade Policy Papers 28, OECD Publishing.
    7. Shyh-Wei Chen, 2008. "Long-run aggregate import demand function in Taiwan: an ARDL bounds testing approach," Applied Economics Letters, Taylor & Francis Journals, vol. 15(9), pages 731-735.
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