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Logistic Performance Index, Exports and Economic Growth Relationship from Covid-19 Perspective: Panel Data Approach

Year 2024, Volume: 11 Issue: 2, 687 - 721, 25.07.2024
https://doi.org/10.30626/tesamakademi.1409928

Abstract

The Covid-19 outbreak caused logistics operations and production to be interrupted. The resulting effects may differ within the context of companies. In addition to negative effects, there is also positive effects occurred. Digitalization of the logistics industry has contributed to the formation of sustainable and robust supply chains, and with globalization, logistics has taken on important roles in the supply chain process. In this study, the impact of logistics performance index, foreign direct investments and exports on economic growth was analyzed with a panel data approach, using biannual data of 108 countries between 2010 and 2022. The effects of Covid-19 were analyzed with help of the fixed effects model. Logistics performance index, foreign direct investments and exports have positive and significant effects on economic growth. In addition, it has been observed that the component with the highest impact among the sub-components of logistics performance index is quality of infrastructure investments. Accordingly, it is very important that the telecommunication and transportation infrastructure quality of the countries is good in terms of monitoring the process of transporting the products to the consumer. It was observed that the increase in the logistics performance index after Covid-19 had a greater impact on economic growth.

References

  • Acar, D. Ö., ve Benli, M. (2021). Dış ticarette lojistik performansın etkisi. Journal of Management and Economics Research, 19(4), 48-65.
  • Açcı, Y., ve Ayar, M. S. (2023). Lojistik performansı, doğrudan yabancı yatırım ve ekonomik büyüme ilişkisi: Seçilmiş OECD ülkeleri için panel regresyon analizi. İktisadi ve İdari Yaklaşımlar Dergisi, 5(1), 18-28.
  • Arvin, M. B., Pradhan, R. P., and Norman, N. R. (2015). Transportation intensity, urbanization, economic growth, and CO2 emissions in the G-20 countries. Utilities Policy, 35, 50-66.
  • Bayoumi, E. O., Elgazzar, S., Abdel Bary, A., and Ricci, S. (2021). The role of road transport infrastructure investments on logistics performance: A research agenda. International Business Logistics Journal, 1(2), 16-27.
  • Behar, A., and Manners, P. (2008). Logistics and exports. CSAE Working Paper Series, 2008-13, 1-16.
  • Beyzatlar, M. A., Karacal, M., and Yetkiner, H. (2014). Granger-causality between transportation and GDP: A panel data approach. Transportation Research Part A: Policy and Practice, 63, 43-55.
  • Bozma, G., Başar, S., ve Aydın, S. (2017). Lojistik performansının ekonomik büyüme üzerindeki etkisi. The International New Issues in Social Sciences, 5(5), 401-414.
  • Coto-Millán, P., Agüeros, M., Casares-Hontañón, P., and Pesquera, M. Á. (2013). Impact of logistics performance on world economic growth (2007–2012). World Review of Intermodal Transportation Research, 4(4), 300-310.
  • Çelebi, Ü., Civelek, M. E., and Çemberci, M. (2015). The mediator effect of foreign direct investments on the relation between logistics performance and economic growth. Journal of Global Strategic Management, 17.
  • Çınar, M. (2021). Panel veri ekonometrisi: Stata ve Eviews uygulamalı. Ekin Basın Yayın Dağıtım.
  • Driscoll, J. C., and Kraay, A. C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics, 80, 543-560.
  • Dünya Bankası Resmi İnternet Sayfası. (2023). Veri Bankası. Access date: 12.11.2023, https://databank.worldbank.org/source/world-development-indicators#
  • Gani, A. (2017). The logistics performance effect in international trade. The Asian Journal of Shipping and Logistics, 33(4), 279-288.
  • Hausmann, J. A. (1978). Specification tests in econometrics. Econometrica, 46, 1251-1271.
  • Jung, W. S., and Marshall, P. J. (1985). Exports, growth and causality in developing countries. Journal of Development Economics, 18(1), 1-12.
  • Khaustova, V. Y., Boiko, O. V., and Trushkina, N. V. (2022). Vectors of increasing the level of innovation and investment attractiveness of the transport and logistics infrastructure of the national economy of Ukraine. Problemy Ekonomiky, (3), 84-97.
  • Kılıç, M. (2021). Lojistik performans endeksi değerlerinin büyüme üzerindeki etkisi. Journal of Pure Social Science (Puresoc)-Pak Sosyal Bilimler Dergisi (Paksos), 2(3), 1-9.
  • Koca, M. (2021). Lojistik sektörünün dış ticaret gelişimi üzerine etkisinin incelenmesi: Türkiye örneği. Mersin Üniversitesi Denizcilik ve Lojistik Araştırmaları Dergisi, 3(1), 40-62.
  • Kramar, U., Sternad, M., and Cvahte, T. (2015). Logistics performance and its connection to competitiveness of the national economy in Slovenia and the Visegrad Group. European Perspectives, 7(2), 83.
  • Lee, J. W. (2013). The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy Policy, 55, 483-489.
  • Liu, W., Liang, Y., Bao, X., Qin, J., and Lim, M. K. (2022). China’s logistics development trends in the post COVID-19 era. International Journal of Logistics Research and Applications, 25(6), 965-976.
  • Martí, L., Puertas, R., and García, L. (2014). The importance of the logistics performance index in international trade. Applied Economics, 46(24), 2982-2992.
  • Montoya-Torres, J. R., Muñoz-Villamizar, A., and Mejia-Argueta, C. (2023). Mapping research in logistics and supply chain management during COVID-19 pandemic. International Journal of Logistics Research and Applications, 26(4), 421-441.
  • Ofluoğlu, N. Ö., Kalaycı, C., Artan, S., ve Bal, H. Ç. (2018). Lojistik performansındaki gelişmelerin uluslararası ticaret üzerindeki etkileri: AB ve MENA ülkeleri örneği. Gümüşhane Üniversitesi Sosyal Bilimler Dergisi, 9(24), 92-109.
  • Özbek, S. (2022). Türkiye ekonomisinde gümrük ve lojistik faaliyetleri ile ekonomik büyüme ilişkisinin ARDL, FMOLS ve CCR yöntemleri ile analizi. Journal of Economics and Research, 3(1), 87-108.
  • Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Press in Economics No. 0435, Faculty of Economics, University of Cambridge, 1-46.
  • Puertas, R., Martí, L., and García, L. (2014). Logistics performance and export competitiveness: European experience. Empirica, 41, 467-480.
  • Reis, J. G., & Farole, T. (2012). Trade competitiveness diagnostic toolkit. World Bank.
  • Saidi, S., and Hammami, S. (2011, May). The role of transport and logistics to attract foreign direct investment in the developing countries. In 2011 4th International Conference on Logistics (pp. 484-489). IEEE.
  • Saidi, S., Mani, V., Mefteh, H., Shahbaz, M., and Akhtar, P. (2020). Dynamic linkages between transport, logistics, foreign direct investment, and economic growth: Empirical evidence from developing countries. Transportation Research Part A: Policy and Practice, 141, 277-293.
  • Soh, K. L., Wong, W. P., and Tang, C. F. (2021). The role of institutions at the nexus of logistic performance and foreign direct investment in Asia. The Asian Journal of Shipping and Logistics, 37(2), 165-173.
  • Suki, N. M., Suki, N. M., Sharif, A., and Afshan, S. (2021). The role of logistics performance for sustainable development in top Asian countries: Evidence from advance panel estimations. Sustainable Development, 29(4), 595-606.
  • Şimşek, T., ve Yiğit, E. (2019). Lojistik performans ve ekonomik büyüme arasındaki ilişki: Orta-Doğu Avrupa ülkeleri ve Türkiye örneği. Journal of International Management Educational and Economics Perspectives, 7(2), 169-177.
  • Tang, C. F., and Abosedra, S. (2019). Logistics performance, exports, and growth: Evidence from Asian economies. Research in Transportation Economics, 78, 100743.
  • Wang, H., and Zhao, Z. (2018). Research on the interactive relationship between logistics industries and regional economic growth based on the empirical analysis of Shandong province.
  • Wang, M. L., and Choi, C. H. (2018). How logistics performance promotes the international trade volume? A comparative analysis of developing and developed countries. International Journal of Logistics Economics and Globalisation, 7(1), 49-70.
  • Zondervan, N. A., Tolentino-Zondervan, F., and Moeke, D. (2022). Logistics trends and innovations in response to COVID-19 pandemic: An analysis using text mining. Processes, 10(12), 2667.

Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı

Year 2024, Volume: 11 Issue: 2, 687 - 721, 25.07.2024
https://doi.org/10.30626/tesamakademi.1409928

Abstract

Covid-19 salgını lojistik operasyonların ve üretimin kesilmesine sebebiyet vermiştir. Ortaya çıkan etkiler firmalar bağlamında farklılaşabilmektedir. Olumsuz etkilerin yanı sıra yeniliklere duyulan ihtiyaç doğrultusunda olumlu etkilerin de meydana geldiği görülmektedir. Özelikle lojistik sektörünün dijitalleşmesi ve veri odaklı çözümler üretmeye odaklanması ile sürdürülebilir ve sağlam tedarik zincirlerinin oluşumuna katkı sağlamıştır. Küreselleşmeyle birlikte lojistik sektörü sadece mamulleri taşımaktan çıkıp tedarik zinciri sürecinde önemli roller üstlenmiştir. Lojistik altyapı yatırımları; tedarik, taşıma, satış ve depolama işleyişini verimli hale getirmektedir. Bu çalışmada, 108 ülkenin 2010-2022 arası çift yıllık verileri kullanılarak lojistik performans endeksi, doğrudan yabancı yatırımlar ve ihracatın ekonomik büyüme üzerindeki etkisi panel veri yaklaşımıyla analiz edilmiştir. Çalışmada sabit etkiler modeli yardımıyla Covid-19’un da etkileri analiz edilmiştir. Tahmin edilen modellerde; lojistik performans endeksi, doğrudan yabancı yatırımlar ve ihracatın ekonomik büyüme üzerinde pozitif ve anlamlı etkileri bulunmuştur. Ayrıca lojistik performans endeksi alt bileşenlerinden etkisi en yüksek olan bileşenin altyapı yatırımları kalitesi olduğu gözlenmiştir. Çalışmada Covid-19 sonrası lojistik performans endeksindeki artışın ekonomik büyüme üzerindeki etkisinin daha fazla olduğu gözlenmiştir.

References

  • Acar, D. Ö., ve Benli, M. (2021). Dış ticarette lojistik performansın etkisi. Journal of Management and Economics Research, 19(4), 48-65.
  • Açcı, Y., ve Ayar, M. S. (2023). Lojistik performansı, doğrudan yabancı yatırım ve ekonomik büyüme ilişkisi: Seçilmiş OECD ülkeleri için panel regresyon analizi. İktisadi ve İdari Yaklaşımlar Dergisi, 5(1), 18-28.
  • Arvin, M. B., Pradhan, R. P., and Norman, N. R. (2015). Transportation intensity, urbanization, economic growth, and CO2 emissions in the G-20 countries. Utilities Policy, 35, 50-66.
  • Bayoumi, E. O., Elgazzar, S., Abdel Bary, A., and Ricci, S. (2021). The role of road transport infrastructure investments on logistics performance: A research agenda. International Business Logistics Journal, 1(2), 16-27.
  • Behar, A., and Manners, P. (2008). Logistics and exports. CSAE Working Paper Series, 2008-13, 1-16.
  • Beyzatlar, M. A., Karacal, M., and Yetkiner, H. (2014). Granger-causality between transportation and GDP: A panel data approach. Transportation Research Part A: Policy and Practice, 63, 43-55.
  • Bozma, G., Başar, S., ve Aydın, S. (2017). Lojistik performansının ekonomik büyüme üzerindeki etkisi. The International New Issues in Social Sciences, 5(5), 401-414.
  • Coto-Millán, P., Agüeros, M., Casares-Hontañón, P., and Pesquera, M. Á. (2013). Impact of logistics performance on world economic growth (2007–2012). World Review of Intermodal Transportation Research, 4(4), 300-310.
  • Çelebi, Ü., Civelek, M. E., and Çemberci, M. (2015). The mediator effect of foreign direct investments on the relation between logistics performance and economic growth. Journal of Global Strategic Management, 17.
  • Çınar, M. (2021). Panel veri ekonometrisi: Stata ve Eviews uygulamalı. Ekin Basın Yayın Dağıtım.
  • Driscoll, J. C., and Kraay, A. C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics, 80, 543-560.
  • Dünya Bankası Resmi İnternet Sayfası. (2023). Veri Bankası. Access date: 12.11.2023, https://databank.worldbank.org/source/world-development-indicators#
  • Gani, A. (2017). The logistics performance effect in international trade. The Asian Journal of Shipping and Logistics, 33(4), 279-288.
  • Hausmann, J. A. (1978). Specification tests in econometrics. Econometrica, 46, 1251-1271.
  • Jung, W. S., and Marshall, P. J. (1985). Exports, growth and causality in developing countries. Journal of Development Economics, 18(1), 1-12.
  • Khaustova, V. Y., Boiko, O. V., and Trushkina, N. V. (2022). Vectors of increasing the level of innovation and investment attractiveness of the transport and logistics infrastructure of the national economy of Ukraine. Problemy Ekonomiky, (3), 84-97.
  • Kılıç, M. (2021). Lojistik performans endeksi değerlerinin büyüme üzerindeki etkisi. Journal of Pure Social Science (Puresoc)-Pak Sosyal Bilimler Dergisi (Paksos), 2(3), 1-9.
  • Koca, M. (2021). Lojistik sektörünün dış ticaret gelişimi üzerine etkisinin incelenmesi: Türkiye örneği. Mersin Üniversitesi Denizcilik ve Lojistik Araştırmaları Dergisi, 3(1), 40-62.
  • Kramar, U., Sternad, M., and Cvahte, T. (2015). Logistics performance and its connection to competitiveness of the national economy in Slovenia and the Visegrad Group. European Perspectives, 7(2), 83.
  • Lee, J. W. (2013). The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy Policy, 55, 483-489.
  • Liu, W., Liang, Y., Bao, X., Qin, J., and Lim, M. K. (2022). China’s logistics development trends in the post COVID-19 era. International Journal of Logistics Research and Applications, 25(6), 965-976.
  • Martí, L., Puertas, R., and García, L. (2014). The importance of the logistics performance index in international trade. Applied Economics, 46(24), 2982-2992.
  • Montoya-Torres, J. R., Muñoz-Villamizar, A., and Mejia-Argueta, C. (2023). Mapping research in logistics and supply chain management during COVID-19 pandemic. International Journal of Logistics Research and Applications, 26(4), 421-441.
  • Ofluoğlu, N. Ö., Kalaycı, C., Artan, S., ve Bal, H. Ç. (2018). Lojistik performansındaki gelişmelerin uluslararası ticaret üzerindeki etkileri: AB ve MENA ülkeleri örneği. Gümüşhane Üniversitesi Sosyal Bilimler Dergisi, 9(24), 92-109.
  • Özbek, S. (2022). Türkiye ekonomisinde gümrük ve lojistik faaliyetleri ile ekonomik büyüme ilişkisinin ARDL, FMOLS ve CCR yöntemleri ile analizi. Journal of Economics and Research, 3(1), 87-108.
  • Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Press in Economics No. 0435, Faculty of Economics, University of Cambridge, 1-46.
  • Puertas, R., Martí, L., and García, L. (2014). Logistics performance and export competitiveness: European experience. Empirica, 41, 467-480.
  • Reis, J. G., & Farole, T. (2012). Trade competitiveness diagnostic toolkit. World Bank.
  • Saidi, S., and Hammami, S. (2011, May). The role of transport and logistics to attract foreign direct investment in the developing countries. In 2011 4th International Conference on Logistics (pp. 484-489). IEEE.
  • Saidi, S., Mani, V., Mefteh, H., Shahbaz, M., and Akhtar, P. (2020). Dynamic linkages between transport, logistics, foreign direct investment, and economic growth: Empirical evidence from developing countries. Transportation Research Part A: Policy and Practice, 141, 277-293.
  • Soh, K. L., Wong, W. P., and Tang, C. F. (2021). The role of institutions at the nexus of logistic performance and foreign direct investment in Asia. The Asian Journal of Shipping and Logistics, 37(2), 165-173.
  • Suki, N. M., Suki, N. M., Sharif, A., and Afshan, S. (2021). The role of logistics performance for sustainable development in top Asian countries: Evidence from advance panel estimations. Sustainable Development, 29(4), 595-606.
  • Şimşek, T., ve Yiğit, E. (2019). Lojistik performans ve ekonomik büyüme arasındaki ilişki: Orta-Doğu Avrupa ülkeleri ve Türkiye örneği. Journal of International Management Educational and Economics Perspectives, 7(2), 169-177.
  • Tang, C. F., and Abosedra, S. (2019). Logistics performance, exports, and growth: Evidence from Asian economies. Research in Transportation Economics, 78, 100743.
  • Wang, H., and Zhao, Z. (2018). Research on the interactive relationship between logistics industries and regional economic growth based on the empirical analysis of Shandong province.
  • Wang, M. L., and Choi, C. H. (2018). How logistics performance promotes the international trade volume? A comparative analysis of developing and developed countries. International Journal of Logistics Economics and Globalisation, 7(1), 49-70.
  • Zondervan, N. A., Tolentino-Zondervan, F., and Moeke, D. (2022). Logistics trends and innovations in response to COVID-19 pandemic: An analysis using text mining. Processes, 10(12), 2667.
There are 37 citations in total.

Details

Primary Language Turkish
Subjects International Economics (Other)
Journal Section Articles
Authors

Mehmet Çınar 0000-0001-8441-243X

Seda Özkul 0000-0002-2561-2594

Publication Date July 25, 2024
Submission Date December 26, 2023
Acceptance Date April 26, 2024
Published in Issue Year 2024 Volume: 11 Issue: 2

Cite

APA Çınar, M., & Özkul, S. (2024). Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı. TESAM Akademi Dergisi, 11(2), 687-721. https://doi.org/10.30626/tesamakademi.1409928
AMA Çınar M, Özkul S. Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı. TESAM Akademi Dergisi. July 2024;11(2):687-721. doi:10.30626/tesamakademi.1409928
Chicago Çınar, Mehmet, and Seda Özkul. “Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat Ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı”. TESAM Akademi Dergisi 11, no. 2 (July 2024): 687-721. https://doi.org/10.30626/tesamakademi.1409928.
EndNote Çınar M, Özkul S (July 1, 2024) Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı. TESAM Akademi Dergisi 11 2 687–721.
IEEE M. Çınar and S. Özkul, “Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı”, TESAM Akademi Dergisi, vol. 11, no. 2, pp. 687–721, 2024, doi: 10.30626/tesamakademi.1409928.
ISNAD Çınar, Mehmet - Özkul, Seda. “Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat Ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı”. TESAM Akademi Dergisi 11/2 (July 2024), 687-721. https://doi.org/10.30626/tesamakademi.1409928.
JAMA Çınar M, Özkul S. Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı. TESAM Akademi Dergisi. 2024;11:687–721.
MLA Çınar, Mehmet and Seda Özkul. “Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat Ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı”. TESAM Akademi Dergisi, vol. 11, no. 2, 2024, pp. 687-21, doi:10.30626/tesamakademi.1409928.
Vancouver Çınar M, Özkul S. Covid-19 Perspektifinden Lojistik Performans Endeksi, İhracat ve Ekonomik Büyüme İlişkisi: Panel Veri Yaklaşımı. TESAM Akademi Dergisi. 2024;11(2):687-721.