IDEAS home Printed from https://ideas.repec.org/a/kap/transp/v50y2023i6d10.1007_s11116-022-10303-x.html
   My bibliography  Save this article

The dynamic relationship between industrialization, urbanization, CO2 emissions, and transportation modes in Korea: empirical evidence from maritime and air transport

Author

Listed:
  • Min-Ju Song

    (University of Plymouth)

  • Young-Joon Seo

    (Kyungpook National University)

  • Hee-Yong Lee

    (Yeungnam University)

Abstract

This study investigates the causal relationship between logistics efficiency and factors affecting the logistics environment, such as industrialization, urbanization, and CO2 emissions. With the expectation that logistics efficiency will contribute to economic growth and enhance country competitiveness in the near future, it is necessary to confirm the impact of each factor on different transportation modes, such as maritime and air transport. To this end, this study identifies causal relationships between the factors affecting the logistics environment and specific modes of transportation using data from 2010 to 2018. We employed the panel unit root test, panel co-integration test, fully modified OLS (FMOLS), panel dynamic OLS (DOLS), and panel VECM Granger causality tests for the estimations. The results revealed that factors affecting the logistics environment have different effects depending on the modes of transportation. For maritime transportation, long-run bidirectional causal associations were found between port volume, total exports, industrialization, and urbanization. This implies that export promotion and the resulting economic and social environment changes can increase port throughput; this increase can, in turn, develop and improve economic growth and factors affecting the logistics environment. In contrast, for air transport, we detected a long-run, unidirectional causal relationship among these variables and air volume changes with growing exports, urbanization, and industrialization. Thus, this study suggests a theoretical framework for analyzing the causal relationship between the factors affecting the logistics environment and each mode of transportation, providing insights for policymakers to promote logistics efficiency.

Suggested Citation

  • Min-Ju Song & Young-Joon Seo & Hee-Yong Lee, 2023. "The dynamic relationship between industrialization, urbanization, CO2 emissions, and transportation modes in Korea: empirical evidence from maritime and air transport," Transportation, Springer, vol. 50(6), pages 2111-2137, December.
  • Handle: RePEc:kap:transp:v:50:y:2023:i:6:d:10.1007_s11116-022-10303-x
    DOI: 10.1007/s11116-022-10303-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11116-022-10303-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11116-022-10303-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Shafique, Muhammad & Azam, Anam & Rafiq, Muhammad & Luo, Xiaowei, 2021. "Investigating the nexus among transport, economic growth and environmental degradation: Evidence from panel ARDL approach," Transport Policy, Elsevier, vol. 109(C), pages 61-71.
    2. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    3. Jiho Yoon & Srinivas Talluri & Hakan Yildiz & Chwen Sheu, 2020. "The value of Blockchain technology implementation in international trades under demand volatility risk," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2163-2183, April.
    4. Taotao Deng, 2013. "Impacts of Transport Infrastructure on Productivity and Economic Growth: Recent Advances and Research Challenges," Transport Reviews, Taylor & Francis Journals, vol. 33(6), pages 686-699, November.
    5. Chen, Jing & Zhou, Chunshan & Wang, Shaojian & Li, Shijie, 2018. "Impacts of energy consumption structure, energy intensity, economic growth, urbanization on PM2.5 concentrations in countries globally," Applied Energy, Elsevier, vol. 230(C), pages 94-105.
    6. Li, Tao, 2020. "A SWOT analysis of China's air cargo sector in the context of COVID-19 pandemic," Journal of Air Transport Management, Elsevier, vol. 88(C).
    7. Ajmi, Ahdi Noomen & Inglesi-Lotz, Roula, 2020. "Biomass energy consumption and economic growth nexus in OECD countries: A panel analysis," Renewable Energy, Elsevier, vol. 162(C), pages 1649-1654.
    8. Llano, C. & De la Mata, T. & Díaz-Lanchas, J. & Gallego, N., 2017. "Transport-mode competition in intra-national trade: An empirical investigation for the Spanish case," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 334-355.
    9. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    10. Nasreen, Samia & Mbarek, Mounir Ben & Atiq-ur-Rehman, Muhammad, 2020. "Long-run causal relationship between economic growth, transport energy consumption and environmental quality in Asian countries: Evidence from heterogeneous panel methods," Energy, Elsevier, vol. 192(C).
    11. Saidi, Samir & Mani, Venkatesh & Mefteh, Haifa & Shahbaz, Muhammad & Akhtar, Pervaiz, 2020. "Dynamic linkages between transport, logistics, foreign direct Investment, and economic growth: Empirical evidence from developing countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 277-293.
    12. Ghazouani, Tarek & Boukhatem, Jamel & Yan Sam, Chung, 2020. "Causal interactions between trade openness, renewable electricity consumption, and economic growth in Asia-Pacific countries: Fresh evidence from a bootstrap ARDL approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    13. Lee, Ki-Hoon & Farzipoor Saen, Reza, 2012. "Measuring corporate sustainability management: A data envelopment analysis approach," International Journal of Production Economics, Elsevier, vol. 140(1), pages 219-226.
    14. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    15. Shang, Juan & Wang, Zhuo & Li, Ling & Chen, Yong & Li, Pengfei, 2018. "A study on the correlation between technology innovation and the new-type urbanization in Shaanxi province," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 266-273.
    16. Kyriacou, Andreas P. & Muinelo-Gallo, Leonel & Roca-Sagalés, Oriol, 2019. "The efficiency of transport infrastructure investment and the role of government quality: An empirical analysis," Transport Policy, Elsevier, vol. 74(C), pages 93-102.
    17. Önsel Ekici, Şule & Kabak, Özgür & Ülengin, Füsun, 2016. "Linking to compete: Logistics and global competitiveness interaction," Transport Policy, Elsevier, vol. 48(C), pages 117-128.
    18. Ahmed, Khalid & Bhattacharya, Mita & Qazi, Ahmer Qasim & Ghumro, Niaz Ahmed, 2021. "Transport infrastructure and industrial output in Pakistan: An empirical investigation," Research in Transportation Economics, Elsevier, vol. 90(C).
    19. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    20. Mohamad Taghvaee, Vahid & Agheli, Lotfali & Assari Arani, Abbas & Nodehi, Mehrab & Khodaparast Shirazi, Jalil, 2019. "Environmental pollution and economic growth elasticities of maritime and air transportations in Iran," MPRA Paper 100101, University Library of Munich, Germany.
    21. Jun, Wang Ki & Lee, Min-Kyu & Choi, Jae Young, 2018. "Impact of the smart port industry on the Korean national economy using input-output analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 480-493.
    22. Nocera, Silvio & Cavallaro, Federico, 2017. "A two-step method to evaluate the Well-To-Wheel carbon efficiency of Urban Consolidation Centres," Research in Transportation Economics, Elsevier, vol. 65(C), pages 44-55.
    23. Junjie Hong & Zhaofang Chu & Qiang Wang, 2011. "Transport infrastructure and regional economic growth: evidence from China," Transportation, Springer, vol. 38(5), pages 737-752, September.
    24. Wessel, Jan, 2019. "Evaluating the transport-mode-specific trade effects of different transport infrastructure types," Transport Policy, Elsevier, vol. 78(C), pages 42-57.
    25. Lee, Ki-Hoon & Wu, Yong, 2014. "Integrating sustainability performance measurement into logistics and supply networks: A multi-methodological approach," The British Accounting Review, Elsevier, vol. 46(4), pages 361-378.
    26. Geng, Ruoqi & Mansouri, S. Afshin & Aktas, Emel, 2017. "The relationship between green supply chain management and performance: A meta-analysis of empirical evidences in Asian emerging economies," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 245-258.
    27. Yetkiner, Hakan & Beyzatlar, Mehmet Aldonat, 2020. "The Granger-causality between wealth and transportation: A panel data approach," Transport Policy, Elsevier, vol. 97(C), pages 19-25.
    28. Xie, Rui & Fang, Jiayu & Liu, Cenjie, 2017. "The effects of transportation infrastructure on urban carbon emissions," Applied Energy, Elsevier, vol. 196(C), pages 199-207.
    29. Shahbaz, Muhammad & Mallick, Hrushikesh & Kumar, Mantu & Loganathan, Nanthakumar, 2015. "Does Globalization Impede Environmental Quality in India?," MPRA Paper 67285, University Library of Munich, Germany, revised 15 Oct 2015.
    30. Manwa, Farai & Wijeweera, Albert & Kortt, Michael A., 2019. "Trade and growth in SACU countries: A panel data analysis," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 107-118.
    31. Mahadevan, Renuka & Asafu-Adjaye, John, 2007. "Energy consumption, economic growth and prices: A reassessment using panel VECM for developed and developing countries," Energy Policy, Elsevier, vol. 35(4), pages 2481-2490, April.
    32. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    33. Song, Lili & van Geenhuizen, Marina, 2014. "Port infrastructure investment and regional economic growth in China: Panel evidence in port regions and provinces," Transport Policy, Elsevier, vol. 36(C), pages 173-183.
    34. Tavasszy, Lóránt A., 2020. "Predicting the effects of logistics innovations on freight systems: Directions for research," Transport Policy, Elsevier, vol. 86(C), pages 1-6.
    35. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    36. Giulia Brancaccio & Myrto Kalouptsidi & Theodore Papageorgiou, 2020. "Geography, Transportation, and Endogenous Trade Costs," Econometrica, Econometric Society, vol. 88(2), pages 657-691, March.
    37. Jean-François Arvis & Lauri Ojala & Christina Wiederer & Ben Shepherd & Anasuya Raj & Karlygash Dairabayeva & Tuomas Kiiski, 2018. "Connecting to Compete 2018," World Bank Publications - Reports 29971, The World Bank Group.
    38. Nasreen, Samia & Anwar, Sofia, 2014. "Causal relationship between trade openness, economic growth and energy consumption: A panel data analysis of Asian countries," Energy Policy, Elsevier, vol. 69(C), pages 82-91.
    39. Pan, Xiongfeng & Uddin, Md. Kamal & Saima, Umme & Jiao, Zhiming & Han, Cuicui, 2019. "How do industrialization and trade openness influence energy intensity? Evidence from a path model in case of Bangladesh," Energy Policy, Elsevier, vol. 133(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Saša Obradović & Nemanja Lojanica, 2019. "Does environmental quality reflect on national competitiveness? The evidence from EU-15," Energy & Environment, , vol. 30(4), pages 559-585, June.
    2. Acheampong, Alex O., 2018. "Economic growth, CO2 emissions and energy consumption: What causes what and where?," Energy Economics, Elsevier, vol. 74(C), pages 677-692.
    3. Shahbaz, Muhammad & Rasool, Ghulam & Ahmed, Khalid & Mahalik, Mantu Kumar, 2016. "Considering the effect of biomass energy consumption on economic growth: Fresh evidence from BRICS region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1442-1450.
    4. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    5. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid & Chaibi, Anissa, 2014. "What does MENA region initially need: Grow output or mitigate CO2 emissions?," Economic Modelling, Elsevier, vol. 38(C), pages 270-281.
    6. Zheng Fang & Jiang Yu, 2020. "The role of human capital in energy-growth nexus: an international evidence," Empirical Economics, Springer, vol. 58(3), pages 1225-1247, March.
    7. Buhari Dogan & Osman Deger, 2016. "How Globalization and Economic Growth Affect Energy Consumption: Panel Data Analysis in the Sample of Brazil, Russia, India, China Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 6(4), pages 806-813.
    8. Yanfeng Liu & Miao Su & Jinjing Zhao & Sally Martin & Kum Fai Yuen & Choong-Bae Lee, 2023. "The determinants of China’s outward foreign direct investment: a vector error correction model analysis of coastal and landlocked countries," Economic Change and Restructuring, Springer, vol. 56(1), pages 29-56, February.
    9. Ben Youssef, Adel & Boubaker, Sabri & Omri, Anis, 2018. "Entrepreneurship and sustainability: The need for innovative and institutional solutions," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 232-241.
    10. Vera Vargas, Javier Alejandro & Kristjanpoller Rodríguez, Werner, 2016. "Causalidad de Granger entre composición de las exportaciones, crecimiento económico y producción de energía eléctrica: evidencia empírica para Latinoamérica," Revista Lecturas de Economía, Universidad de Antioquia, CIE, issue 86, pages 25-62, December.
    11. Samir, Saidi & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The Long-Run Relationship between Transport Energy Consumption and Transport Infrastructure on Economic Growth in MENA Countries," MPRA Paper 85037, University Library of Munich, Germany, revised 06 Mar 2018.
    12. Yanfeng Liu & Xue Li & Xiaonan Zhu & Min-Kyu Lee & Po-Lin Lai, 2023. "The theoretical systems of OFDI location determinants in global north and global south economies," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    13. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    14. Wang, Shaojian & Li, Guangdong & Fang, Chuanglin, 2018. "Urbanization, economic growth, energy consumption, and CO2 emissions: Empirical evidence from countries with different income levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2144-2159.
    15. repec:zbw:rwirep:0190 is not listed on IDEAS
    16. Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
    17. Nguyen, Kim Hanh & Kakinaka, Makoto, 2019. "Renewable energy consumption, carbon emissions, and development stages: Some evidence from panel cointegration analysis," Renewable Energy, Elsevier, vol. 132(C), pages 1049-1057.
    18. Lee, Jung Wan, 2013. "The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth," Energy Policy, Elsevier, vol. 55(C), pages 483-489.
    19. Ansgar Belke & Christian Dreger & Frauke de Haan, 2010. "Energy Consumption and Economic Growth – New Insights into the Cointegration Relationship," Ruhr Economic Papers 0190, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    20. Coers, Robin & Sanders, Mark, 2013. "The energy–GDP nexus; addressing an old question with new methods," Energy Economics, Elsevier, vol. 36(C), pages 708-715.
    21. Hasanov, Fakhri & Bulut, Cihan & Suleymanov, Elchin, 2017. "Review of energy-growth nexus: A panel analysis for ten Eurasian oil exporting countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 369-386.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:transp:v:50:y:2023:i:6:d:10.1007_s11116-022-10303-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.