IDEAS home Printed from https://ideas.repec.org/a/gam/jlogis/v6y2022i2p27-d794702.html
   My bibliography  Save this article

Transportation-Induced Carbon Emissions Jeopardize Healthcare Logistics Sustainability: Toward a Healthier Today and a Better Tomorrow

Author

Listed:
  • Khalid Zaman

    (Department of Economics, The University of Haripur, Haripur 22620, Pakistan)

  • Muhammad Khalid Anser

    (School of Public Administration, Xi’an University of Architecture and Technology, Xi’an 710000, China
    Department of Business Administration, The Superior University, Lahore 54000, Pakistan)

  • Usama Awan

    (Industrial Engineering and Management, Lappeenranta-Lahti University of Technology LUT, P.O. Box 20, FI-53851 Lappeenranta, Finland)

  • Wiwik Handayani

    (Fakultas Ekonomi dan Bisnis, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya 60294, Indonesia)

  • Hailan Salamun

    (Centre for Foundation and Continuing Education (PPAL), Department of Nationhood and Civilization, Universiti Malaysia Terengganu (UMT), Kuala Nerus 21300, Terengganu, Malaysia)

  • Abdul Rashid Abdul Aziz

    (Faculty of Leadership and Management, Universiti Sains Islam Malaysia, Nilai 71800, Negeri Sembilan, Malaysia)

  • Mohd Khata Jabor

    (Faculty of Social Sciences & Humanities, Universiti Teknologi Malaysia (UTM), Skudai 81310, Johor, Malaysia)

  • Kamalularifin Subari

    (Faculty of Social Sciences & Humanities, Universiti Teknologi Malaysia (UTM), Skudai 81310, Johor, Malaysia)

Abstract

Background: Logistics operations are considered essential for transporting commodities from one location to another, helping to promote global economic activity. On the other hand, its negative impact eclipses its positive impact, namely the rise in healthcare expenditures due to its ecological footprint. Globally, rising out-of-pocket health expenses result from logistic-induced carbon emissions, posing a danger to the long-term viability of healthcare. Methods: Based on this critical fact, this study examined the impact of logistics operations on healthcare costs by controlling for carbon emissions, fuel imports, and economic development across a large cross-section of 131 nations by using the Robust Least Squares Regression. Results: The findings demonstrate a U-shaped association between logistical operations and healthcare expenditures, i.e., if there is a 1% increase in logistics operations, healthcare expenditures decrease by −2.421% initially, while at later stages, healthcare costs would increase by 0.139%. On the other hand, increased fuel imports and economic growth due to logistics activities are increasing healthcare expenditures with an elasticity estimate of 0.087% and 0.147%, respectively. According to the forecasting predictions, logistics-induced carbon emissions, fuel imports, and economic expansion will increase healthcare expenses. Conclusions: A sustainable logistics operation is critical for strengthening healthcare infrastructure and meeting the global carbon neutrality goal.

Suggested Citation

  • Khalid Zaman & Muhammad Khalid Anser & Usama Awan & Wiwik Handayani & Hailan Salamun & Abdul Rashid Abdul Aziz & Mohd Khata Jabor & Kamalularifin Subari, 2022. "Transportation-Induced Carbon Emissions Jeopardize Healthcare Logistics Sustainability: Toward a Healthier Today and a Better Tomorrow," Logistics, MDPI, vol. 6(2), pages 1-17, April.
  • Handle: RePEc:gam:jlogis:v:6:y:2022:i:2:p:27-:d:794702
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2305-6290/6/2/27/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2305-6290/6/2/27/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Adam Firman Rizki & Yvonne Augustine, 2022. "Green supply chain management practices: direct effects sustainability performance," Technium Social Sciences Journal, Technium Science, vol. 28(1), pages 389-407, February.
    2. Saira Begum & Muhammad Ashfaq & Enjun Xia & Usama Awan, 2022. "Does green transformational leadership lead to green innovation? The role of green thinking and creative process engagement," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 580-597, January.
    3. Mahmut Unsal Sasmaz & Aysun Karamıklı & Ulas Akkucuk, 2021. "The relationship between renewable energy use and health expenditures in EU countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(7), pages 1129-1139, September.
    4. Raj, Alok & Mukherjee, Abheek Anjan & de Sousa Jabbour, Ana Beatriz Lopes & Srivastava, Samir K., 2022. "Supply chain management during and post-COVID-19 pandemic: Mitigation strategies and practical lessons learned," Journal of Business Research, Elsevier, vol. 142(C), pages 1125-1139.
    5. Norazah Mohd Suki & Norbayah Mohd Suki & Arshian Sharif & Sahar Afshan, 2021. "The role of logistics performance for sustainable development in top Asian countries: Evidence from advance panel estimations," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 595-606, July.
    6. Omar Alhawari & Usama Awan & M. Khurrum S. Bhutta & M. Ali Ülkü, 2021. "Insights from Circular Economy Literature: A Review of Extant Definitions and Unravelling Paths to Future Research," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
    7. Zhao, Congyu & Wang, Kun & Dong, Xiucheng & Dong, Kangyin, 2022. "Is smart transportation associated with reduced carbon emissions? The case of China," Energy Economics, Elsevier, vol. 105(C).
    8. Zhongming Tang & Xingxing Liu & Ying Wang, 2020. "Integrated Optimization of Sustainable Transportation and Inventory with Multiplayer Dynamic Game under Carbon Tax Policy," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-16, June.
    9. Amitabh Bhargava & Deepshikha Bhargava & P. Naveen Kumar & Guna Sekhar Sajja & Samrat Ray, 2022. "Industrial IoT and AI implementation in vehicular logistics and supply chain management for vehicle mediated transportation systems," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 673-680, March.
    10. Dilay Çelebi, 2019. "The role of logistics performance in promoting trade," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 21(3), pages 307-323, September.
    11. Syed Abdul Rehman Khan & Yu Zhang & Anil Kumar & Edmundas Zavadskas & Dalia Streimikiene, 2020. "Measuring the impact of renewable energy, public health expenditure, logistics, and environmental performance on sustainable economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 833-843, July.
    12. Usama Awan, 2019. "Impact of social supply chain practices on social sustainability performance in manufacturing firms," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 13(2), pages 198-219.
    13. Li, Xi & Ouyang, Zhigang & Zhang, Qiong & Shang, Wen-long & Huang, Liqiao & Wu, Yi & Gao, Yuning, 2022. "Evaluating food supply chain emissions from Japanese household consumption," Applied Energy, Elsevier, vol. 306(PB).
    14. Muhammad Ikram & Robert Sroufe & Usama Awan & Nabila Abid, 2021. "Enabling Progress in Developing Economies: A Novel Hybrid Decision-Making Model for Green Technology Planning," Sustainability, MDPI, vol. 14(1), pages 1-30, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Khan, Muhammad Tufail & Imran, Muhammad, 2023. "Unveiling the Carbon Footprint of Europe and Central Asia: Insights into the Impact of Key Factors on CO2 Emissions," MPRA Paper 116484, University Library of Munich, Germany, revised 22 Feb 2023.
    2. George Aniegbunem & Andrea Kraj, 2023. "Economic Analysis of Sustainable Transportation Transitions: Case Study of the University of Saskatchewan Ground Services Fleet," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    3. Aqib, Muhammad & Zaman, Khalid, 2023. "Greening the Workforce: The Power of Investing in Human Capital," MPRA Paper 116263, University Library of Munich, Germany, revised 05 Feb 2023.
    4. Tumo Paulus Kele & Mokheseng Makhetha, 2022. "Evaluation of the Effectiveness of and the Extent to Which Large and Medium Logistics Organisations Report on Social Sustainability—The Case of South Africa," Sustainability, MDPI, vol. 14(22), pages 1-26, November.

    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. 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.
    2. Ratri Parida & Manoj Kumar Dash & Anil Kumar & Edmundas Kazimieras Zavadskas & Sunil Luthra & Eyob Mulat‐weldemeskel, 2022. "Evolution of supply chain finance: A comprehensive review and proposed research directions with network clustering analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1343-1369, October.
    3. Syed Abdul Rehman Khan & Zhang Yu & Muhammad Umar & Hafiz Muhammad Zia‐ul‐haq & Muhammad Tanveer & Laeeq Razzak Janjua, 2022. "Renewable energy and advanced logistical infrastructure: Carbon‐free economic development," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(4), pages 693-702, August.
    4. Jayakrishna Kandasamy & Simon Peter Nadeem & Anil Kumar & Vimal K.E.K & Hrishikesh Bedekar Nikhil & Nikhilkumar Himatlal Solanki, 2022. "Economic and environmental feasibility of re‐routing the Indo‐Sri Lankan shipping channel: A green initiative of sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(4), pages 726-750, August.
    5. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2022. "A new artificial neural networks algorithm to analyze the nexus among logistics performance, energy demand, and environmental degradation," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 315-328.
    6. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    7. Abu Elnasr E. Sobaih & Ahmed AlSaif, 2023. "Effects of Parcel Delivery Service on Customer Satisfaction in the Saudi Arabian Logistics Industry: Does the National Culture Make a Difference?," Logistics, MDPI, vol. 7(4), pages 1-15, December.
    8. Tuğba Yeğin & Muhammad Ikram, 2022. "Analysis of Consumers’ Electric Vehicle Purchase Intentions: An Expansion of the Theory of Planned Behavior," Sustainability, MDPI, vol. 14(19), pages 1-27, September.
    9. Haiyang Shang & Fang Su & Serhat Yüksel & Hasan Dinçer, 2021. "Identifying the Strategic Priorities of the Technical Factors for the Sustainable Low Carbon Industry Based on Macroeconomic Conditions," SAGE Open, , vol. 11(2), pages 21582440211, May.
    10. Ortiz-Barrios, Miguel & Arias-Fonseca, Sebastián & Ishizaka, Alessio & Barbati, Maria & Avendaño-Collante, Betty & Navarro-Jiménez, Eduardo, 2023. "Artificial intelligence and discrete-event simulation for capacity management of intensive care units during the Covid-19 pandemic: A case study," Journal of Business Research, Elsevier, vol. 160(C).
    11. Rui Guo & Zhenyong Wu, 2023. "Social sustainable supply chain performance assessment using hybrid fuzzy-AHP–DEMATEL–VIKOR: a case study in manufacturing enterprises," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 12273-12301, November.
    12. Abidin Kemeç & Ayşenur Tarakcıoglu Altınay, 2023. "Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    13. Joanicjusz Nazarko & Ewa Chodakowska & Łukasz Nazarko, 2022. "Evaluating the Transition of the European Union Member States towards a Circular Economy," Energies, MDPI, vol. 15(11), pages 1-24, May.
    14. Shujaat Abbas & Muhammad Ibrahim Shah & Avik Sinha & Olohunlana Aminat Olayinka, 2023. "A Gender Differentiated Analysis of Healthy Life Expectancy in South Asia: The Role of Greenhouse Gas Emission," Evaluation Review, , vol. 47(6), pages 1066-1106, December.
    15. Deepak Singhal & Sarat Kumar Jena & Satyabrata Aich & Sushanta Tripathy & Hee-Cheol Kim, 2021. "Remanufacturing for Circular Economy: Understanding the Impact of Manufacturer’s Incentive under Price Competition," Sustainability, MDPI, vol. 13(21), pages 1-19, October.
    16. Zhao, Congyu & Dong, Kangyin & Jiang, Hong-Dian & Wang, Kun & Dong, Xiucheng, 2023. "How does energy poverty eradication realize the path to carbon unlocking? The case of China," Energy Economics, Elsevier, vol. 121(C).
    17. Pongsapak Chindasombatcharoen & Pattanaporn Chatjuthamard & Pornsit Jiraporn & Sirimon Treepongkaruna, 2022. "Achieving sustainable development goals through board size and innovation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(4), pages 664-677, August.
    18. Vivek Agrawal & Rajendra P. Mohanty & Sucheta Agarwal & Jitendra Kumar Dixit & Anand M. Agrawal, 2023. "Analyzing critical success factors for sustainable green supply chain management," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 8233-8258, August.
    19. Oksana Marinina & Natalia Kirsanova & Marina Nevskaya, 2022. "Circular Economy Models in Industry: Developing a Conceptual Framework," Energies, MDPI, vol. 15(24), pages 1-21, December.
    20. Sina Abbasi & Maryam Moosivand & Ilias Vlachos & Mohammad Talooni, 2023. "Designing the Location–Routing Problem for a Cold Supply Chain Considering the COVID-19 Disaster," Sustainability, MDPI, vol. 15(21), pages 1-24, October.

    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:gam:jlogis:v:6:y:2022:i:2:p:27-:d:794702. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.