IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v96y2024ics0038012124002490.html
   My bibliography  Save this article

Efficiency analysis of the innovation-driven sustainable logistics industry

Author

Listed:
  • Ibrahim, Mustapha D.
  • Pereira, Miguel Alves
  • Caldas, Paulo

Abstract

The logistics industry is at the heart of socio-economic development. Disruption in the logistics and supply chain industry grounded many sectors to a halt at the height of COVID-19 with economic and environmental implications. This study examines the efficiency and interconnections among innovation, energy, infrastructure, and logistics performance as the logistics industry strives to attain a green supply chain while maintaining economic growth and environmental sustainability. To capture these relationships, a network data envelopment analysis model is designed for efficiency analysis. 36 % of the evaluated countries had below-average efficiency. Results also indicate innovation and energy sustainability as drivers of efficiency and sustainability in the logistics industry. This implies the need for innovation in logistics energy infrastructure by decarbonizing the logistics industry. Regional and national partnerships in the technological development of green energy to power the logistics industry are recommended.

Suggested Citation

  • Ibrahim, Mustapha D. & Pereira, Miguel Alves & Caldas, Paulo, 2024. "Efficiency analysis of the innovation-driven sustainable logistics industry," Socio-Economic Planning Sciences, Elsevier, vol. 96(C).
    • Handle: RePEc:eee:soceps:v:96:y:2024:i:c:s0038012124002490
    DOI: 10.1016/j.seps.2024.102050
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012124002490
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2024.102050?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. Bottasso, Anna & Conti, Maurizio & Ferrari, Claudio & Merk, Olaf & Tei, Alessio, 2013. "The impact of port throughput on local employment: Evidence from a panel of European regions," Transport Policy, Elsevier, vol. 27(C), pages 32-38.
    2. Xiao, Huijuan & Wang, Daoping & Qi, Yu & Shao, Shuai & Zhou, Ya & Shan, Yuli, 2021. "The governance-production nexus of eco-efficiency in Chinese resource-based cities: A two-stage network DEA approach," Energy Economics, Elsevier, vol. 101(C).
    3. Lianguang Cui & Shong‐Iee Ivan Su & Susanne Hertz, 2012. "Logistics Innovation in China," Transportation Journal, John Wiley & Sons, vol. 51(1), pages 98-117, January.
    4. Chang, Young-Tae & Shin, Sung-Ho & Lee, Paul Tae-Woo, 2014. "Economic impact of port sectors on South African economy: An input–output analysis," Transport Policy, Elsevier, vol. 35(C), pages 333-340.
    5. Mirdehghan, S. Morteza & Fukuyama, Hirofumi, 2016. "Pareto–Koopmans efficiency and network DEA," Omega, Elsevier, vol. 61(C), pages 78-88.
    6. 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.
    7. Hao Zhang & Jianxin You & Xuekelaiti Haiyirete & Tianyu Zhang, 2020. "Measuring Logistics Efficiency in China Considering Technology Heterogeneity and Carbon Emission through a Meta-Frontier Model," Sustainability, MDPI, vol. 12(19), pages 1-18, October.
    8. Dekker, Rommert & Bloemhof, Jacqueline & Mallidis, Ioannis, 2012. "Operations Research for green logistics – An overview of aspects, issues, contributions and challenges," European Journal of Operational Research, Elsevier, vol. 219(3), pages 671-679.
    9. Chieh-Yu Lin & Yi-Hui Ho, 2011. "Determinants of Green Practice Adoption for Logistics Companies in China," Journal of Business Ethics, Springer, vol. 98(1), pages 67-83, January.
    10. Burawat Piyachat, 2017. "The relationships among resources’ commitment reverse logistics innovation reverse logistics performance and reverse logistics cost savings: Manufacturing vs service industry," Journal of Administrative and Business Studies, Professor Dr. Usman Raja, vol. 3(3), pages 122-135.
    11. Rashidi, Kamran & Cullinane, Kevin, 2019. "Evaluating the sustainability of national logistics performance using Data Envelopment Analysis," Transport Policy, Elsevier, vol. 74(C), pages 35-46.
    12. A. J. Khadaroo & B. Seetanah, 2010. "Transport infrastructure and foreign direct investment," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(1), pages 103-123.
    13. Kraude, Richard & Narayanan, Sriram & Talluri, Srinivas, 2022. "Evaluating the performance of supply chain risk mitigation strategies using network data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1168-1182.
    14. Deng, Ping & Lu, Shiqing & Xiao, Hanbin, 2013. "Evaluation of the relevance measure between ports and regional economy using structural equation modeling," Transport Policy, Elsevier, vol. 27(C), pages 123-133.
    15. Lakshmanan, T.R., 2011. "The broader economic consequences of transport infrastructure investments," Journal of Transport Geography, Elsevier, vol. 19(1), pages 1-12.
    16. Mustapha D. Ibrahim & Fatima A. S. Binofai & Maha O. A. Mohamad, 2022. "Transition to Low-Carbon Hydrogen Energy System in the UAE: Sector Efficiency and Hydrogen Energy Production Efficiency Analysis," Energies, MDPI, vol. 15(18), pages 1-19, September.
    17. Magazzino, Cosimo & Alola, Andrew Adewale & Schneider, Nicolas, 2021. "The trilemma of innovation, logistics performance, and environmental quality in 25 topmost logistics countries: a quantile regression evidence," LSE Research Online Documents on Economics 117654, London School of Economics and Political Science, LSE Library.
    18. Weihua Gan & Wenpei Yao & Shuying Huang, 2022. "Evaluation of Green Logistics Efficiency in Jiangxi Province Based on Three-Stage DEA from the Perspective of High-Quality Development," Sustainability, MDPI, vol. 14(2), pages 1-19, January.
    19. Luisa Martí & Juan Carlos Martín & Rosa Puertas, 2017. "A DEA-logistics performance index," Journal of Applied Economics, Universidad del CEMA, vol. 20, pages 169-192, May.
    20. Mingxuan Lu & Ruhe Xie & Peirong Chen & Yifeng Zou & Jie Tang, 2019. "Green Transportation and Logistics Performance: An Improved Composite Index," Sustainability, MDPI, vol. 11(10), pages 1-17, May.
    21. Margarida Pimentel & Amílcar Arantes & Carlos Oliveira Cruz, 2022. "Barriers to the Adoption of Reverse Logistics in the Construction Industry: A Combined ISM and MICMAC Approach," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    22. Belhadi, Amine & Kamble, Sachin & Jabbour, Charbel Jose Chiappetta & Gunasekaran, Angappa & Ndubisi, Nelson Oly & Venkatesh, Mani, 2021. "Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    23. Bottasso, Anna & Conti, Maurizio & Ferrari, Claudio & Tei, Alessio, 2014. "Ports and regional development: A spatial analysis on a panel of European regions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 65(C), pages 44-55.
    24. Shalabh, 2021. "Statistical inference via data science," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(3), pages 1155-1155, July.
    25. Xiaohong Jiang & Jianxiao Ma & Huizhe Zhu & Xiucheng Guo & Zhaoguo Huang, 2020. "Evaluating the Carbon Emissions Efficiency of the Logistics Industry Based on a Super-SBM Model and the Malmquist Index from a Strong Transportation Strategy Perspective in China," IJERPH, MDPI, vol. 17(22), pages 1-19, November.
    26. Ouyang, Wendi & Yang, Jian-bo, 2020. "The network energy and environment efficiency analysis of 27 OECD countries: A multiplicative network DEA model," Energy, Elsevier, vol. 197(C).
    27. Muvawala, Joseph & Sebukeera, Hennery & Ssebulime, Kurayish, 2021. "Socio-economic impacts of transport infrastructure investment in Uganda: Insight from frontloading expenditure on Uganda's urban roads and highways," Research in Transportation Economics, Elsevier, vol. 88(C).
    28. Thierer, Adam & Broughel, James, 2019. "Technological Innovation and Economic Growth: A Brief Report on the Evidence," Annals of Computational Economics, George Mason University, Mercatus Center, March.
    29. Carlo Cunanan & Manh-Kien Tran & Youngwoo Lee & Shinghei Kwok & Vincent Leung & Michael Fowler, 2021. "A Review of Heavy-Duty Vehicle Powertrain Technologies: Diesel Engine Vehicles, Battery Electric Vehicles, and Hydrogen Fuel Cell Electric Vehicles," Clean Technol., MDPI, vol. 3(2), pages 1-16, June.
    30. Luisa Martí & Juan Carlos Martín & Rosa Puertas, 2017. "A Dea-Logistics Performance Index," Journal of Applied Economics, Taylor & Francis Journals, vol. 20(1), pages 169-192, May.
    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. Göçer, Aysu & Özpeynirci, Özgür & Semiz, Meltem, 2022. "Logistics performance index-driven policy development: An application to Turkey," Transport Policy, Elsevier, vol. 124(C), pages 20-32.
    2. Ziaul Haque Munim & Hans-Joachim Schramm, 2018. "The impacts of port infrastructure and logistics performance on economic growth: the mediating role of seaborne trade," Journal of Shipping and Trade, Springer, vol. 3(1), pages 1-19, December.
    3. Mustafa Polat & Karahan Kara & Avni Zafer Acar, 2023. "Competitiveness based logistics performance index: An empirical analysis in Organisation for Economic Co-operation and Development countries," Competition and Regulation in Network Industries, , vol. 24(2-3), pages 97-119, June.
    4. W. Matekenya & R. Ncwadi, 2022. "The impact of maritime transport financing on total trade in South Africa," Journal of Shipping and Trade, Springer, vol. 7(1), pages 1-17, December.
    5. Rui Ren & Wanjie Hu & Jianjun Dong & Bo Sun & Yicun Chen & Zhilong Chen, 2019. "A Systematic Literature Review of Green and Sustainable Logistics: Bibliometric Analysis, Research Trend and Knowledge Taxonomy," IJERPH, MDPI, vol. 17(1), pages 1-25, December.
    6. Zhao, Deng & Zhen-fu, Li & Yu-tao, Zhou & Xiao, Chen & Shan-shan, Liang, 2020. "Measurement and spatial spillover effects of port comprehensive strength: Empirical evidence from China," Transport Policy, Elsevier, vol. 99(C), pages 288-298.
    7. Baiqing Sun & Ramadhan Kauzen, 2023. "The Impact of Port Infrastructure and Economic Growth in Tanzania: Adopting a Structural Equation Modeling Approach," SAGE Open, , vol. 13(1), pages 21582440221, January.
    8. Feiyan Han & Daming Wang & Bo Li, 2019. "Spillover Effects of Ports and Logistics Development on Economic Power: Evidence from the Chinese BTH Regions," Sustainability, MDPI, vol. 11(16), pages 1-17, August.
    9. Gürler, Hasan Emin & Özçalıcı, Mehmet & Pamucar, Dragan, 2024. "Determining criteria weights with genetic algorithms for multi-criteria decision making methods: The case of logistics performance index rankings of European Union countries," Socio-Economic Planning Sciences, Elsevier, vol. 91(C).
    10. Courage Mlambo, 2021. "The Impact of Port Performance on Trade: The Case of Selected African States," Economies, MDPI, vol. 9(4), pages 1-18, September.
    11. Zhao, Bing & Wang, Nuo & Wang, Yixuan, 2022. "The role of different transportation modes in China's national economy: An input–output analysis," Transport Policy, Elsevier, vol. 127(C), pages 92-102.
    12. Wang, Yixuan & Wang, Nuo, 2019. "The role of the port industry in China's national economy: An input–output analysis," Transport Policy, Elsevier, vol. 78(C), pages 1-7.
    13. Seo, Young-Joon & Park, Jin Suk, 2016. "The estimation of minimum efficient scale of the port industry," Transport Policy, Elsevier, vol. 49(C), pages 168-175.
    14. Naduni Kalansuriya & Shara Silva & Nishen Perera & Banuli Wanigarathna & Ruwan Jayathilaka & Parami Paranavitana & Saliya C. Arachchige, 2024. "Analysing the Influence of Logistics, Corruption, FDI and GDP on Global Competitiveness: a Cross-Sectional Study," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 13532-13551, September.
    15. Muhammad Halley Yudhistira & Yusuf Sofiyandi, 2018. "Seaport status, port access, and regional economic development in Indonesia," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 20(4), pages 549-568, December.
    16. Park, Jin Suk & Seo, Young-Joon, 2016. "The impact of seaports on the regional economies in South Korea: Panel evidence from the augmented Solow model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 85(C), pages 107-119.
    17. Ştefan Cristian Gherghina & Mihaela Onofrei & Georgeta Vintilă & Daniel Ştefan Armeanu, 2018. "Empirical Evidence from EU-28 Countries on Resilient Transport Infrastructure Systems and Sustainable Economic Growth," Sustainability, MDPI, vol. 10(8), pages 1-34, August.
    18. Wen Qin & Xiaolie Qi, 2022. "Evaluation of Green Logistics Efficiency in Northwest China," Sustainability, MDPI, vol. 14(11), pages 1-14, June.
    19. Magazzino, Cosimo & Alola, Andrew Adewale & Schneider, Nicolas, 2021. "The trilemma of innovation, logistics performance, and environmental quality in 25 topmost logistics countries: a quantile regression evidence," LSE Research Online Documents on Economics 117654, London School of Economics and Political Science, LSE Library.
    20. Stojanović, Đurđica & Ivetić, Jelena, 2020. "Possibilities of using Incoterms clauses in a country logistics performance assessment and benchmarking," Transport Policy, Elsevier, vol. 98(C), pages 217-228.

    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:eee:soceps:v:96:y:2024:i:c:s0038012124002490. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .

    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.