IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v26y2024i7d10.1007_s10668-023-03297-8.html
   My bibliography  Save this article

Effects of transport–carbon intensity, transportation, and economic complexity on environmental and health expenditures

Author

Listed:
  • Zahid Hussain

    (Qilu University of Technology (Shandong Academy of Sciences))

  • Bihizi Marcel

    (Kigali Independent University)

  • Abdul Majeed

    (Huanggang Normal University)

  • Raymondo Sandra Marcelline Tsimisaraka

    (Huanggang Normal University)

Abstract

Health and the environment are complex components of the countries, influenced by several factors, especially transport, and economics. Thus, this paper assesses the role of transportation and economic complexity in the environment and public health for the Organization for Economic Co-operation Development (OECD) countries from 2001 to 2020. This study also focuses on the relationship between transport and economic complexity with environmental and healthcare expenditures. Precisely, transport and economic activities stimulate healthcare expenditures through multiple channels. The current study employs the STIRPAT model to investigate the association with transportation, economic complexity, transport–carbon intensity, and healthcare expenditure. Besides, the current research confirms the plausible cross-sectional dependency across countries, and it adopts a second-generation technique. Analytical findings suggest that transportation-carbon intensity is positively and significantly associated with healthcare expenditures. Healthcare and transport–household expenditures increase transport–carbon intensity (TCI) by 75% and 45%, respectively, in the long run. In the contrast, TCI and transport–household expenditures have also a remarkable impact on healthcare expenditures and are estimated approximately 95% in the long run. Moreover, economic growth also upsurges TCI and healthcare expenditures through multiple economic activities. Besides, transport–household expenditures (THE) drastically impact transport–carbon intensity and healthcare expenditures (HEX) through passenger traffic (PTF). Diagnostic upshots unveil that the joint effect of THE and PTF increases TCI and HEX by 4 and 3%, respectively. Finally, findings recommend some policy implications and future research directions for the countries based on empirical outcomes. Countries should regulate economic activities to reduce transport carbon emissions.

Suggested Citation

  • Zahid Hussain & Bihizi Marcel & Abdul Majeed & Raymondo Sandra Marcelline Tsimisaraka, 2024. "Effects of transport–carbon intensity, transportation, and economic complexity on environmental and health expenditures," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 16523-16553, July.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:7:d:10.1007_s10668-023-03297-8
    DOI: 10.1007/s10668-023-03297-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-023-03297-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10668-023-03297-8?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. Jiang, Syuan-Yi, 2022. "Transition and innovation ecosystem – investigating technologies, focal actors, and institution in eHealth innovations," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    2. Sina Abbasi & Babek Erdebilli, 2023. "Green Closed-Loop Supply Chain Networks’ Response to Various Carbon Policies during COVID-19," Sustainability, MDPI, vol. 15(4), pages 1-30, February.
    3. Vyas, Vishal & Mehta, Kiran & Sharma, Renuka, 2023. "The nexus between toxic-air pollution, health expenditure, and economic growth: An empirical study using ARDL," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 154-166.
    4. Aum, Sangmin & Lee, Sang Yoon (Tim) & Shin, Yongseok, 2021. "Inequality of fear and self-quarantine: Is there a trade-off between GDP and public health?," Journal of Public Economics, Elsevier, vol. 194(C).
    5. Hayat Khan & Liu Weili & Itbar Khan, 2022. "Environmental innovation, trade openness and quality institutions: an integrated investigation about environmental sustainability," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3832-3862, March.
    6. Wang, Feng & Wu, Min & Wang, Jingcao, 2023. "Can increasing economic complexity improve China's green development efficiency?," Energy Economics, Elsevier, vol. 117(C).
    7. Isphording, Ingo E. & Pestel, Nico, 2021. "Pandemic meets pollution: Poor air quality increases deaths by COVID-19," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    8. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    9. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    10. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    11. Buhari Doğan & Oana M. Driha & Daniel Balsalobre Lorente & Umer Shahzad, 2021. "The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 1-12, January.
    12. Aum, Sangmin & Lee, Sang Yoon (Tim) & Shin, Yongseok, 2021. "COVID-19 doesn’t need lockdowns to destroy jobs: The effect of local outbreaks in Korea," Labour Economics, Elsevier, vol. 70(C).
    13. Baltagi, Badi H. & Moscone, Francesco, 2010. "Health care expenditure and income in the OECD reconsidered: Evidence from panel data," Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
    14. Konc, Théo & Savin, Ivan & van den Bergh, Jeroen C.J.M., 2021. "The social multiplier of environmental policy: Application to carbon taxation," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    15. Grubb, Michael & Crawford-Brown, Doug & Neuhoff, Karsten & Schanes, Karin & Hawkins, Sonja & Poncia, Alexandra, 2020. "Consumption-oriented policy instruments for fostering greenhouse gas mitigation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 20(sup1), pages 58-73.
    16. Zeqiraj, Veton & Sohag, Kazi & Soytas, Ugur, 2020. "Stock market development and low-carbon economy: The role of innovation and renewable energy," Energy Economics, Elsevier, vol. 91(C).
    17. Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
    18. Radmehr, Riza & Henneberry, Shida Rastegari & Shayanmehr, Samira, 2021. "Renewable Energy Consumption, CO2 Emissions, and Economic Growth Nexus: A Simultaneity Spatial Modeling Analysis of EU Countries," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 13-27.
    19. 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).
    20. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    21. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    22. Sun, Xiaoqian & Wandelt, Sebastian & Zheng, Changhong & Zhang, Anming, 2021. "COVID-19 pandemic and air transportation: Successfully navigating the paper hurricane," Journal of Air Transport Management, Elsevier, vol. 94(C).
    23. Cardenete, M.A. & López-Cabaco, R., 2021. "Economic and environmental impact of the new Mediterranean Rail Corridor in Andalusia: A dynamic CGE approach," Transport Policy, Elsevier, vol. 102(C), pages 25-34.
    24. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    25. Selvete Shuleta QEHAJA & Driton QEHAJA & Arber HOTI & Erolinda Marovci, 2023. "The relationship between government health expenditure and economic growth: Evidence from western Balkan countries," International Journal of Applied Economics, Finance and Accounting, Online Academic Press, vol. 15(1), pages 10-20.
    26. Umer Shahzad & Magdalena Radulescu & Syed Rahim & Cem Isik & Zahid Yousaf & Stefan Alexandru Ionescu, 2021. "Do Environment-Related Policy Instruments and Technologies Facilitate Renewable Energy Generation? Exploring the Contextual Evidence from Developed Economies," Energies, MDPI, vol. 14(3), pages 1-25, January.
    27. Ingo E. Isphording & Nico Pestel, 2021. "Pandemic Meets Pollution: Poor Air Quality Increases Deaths by COVID-19," CRC TR 224 Discussion Paper Series crctr224_2020_262, University of Bonn and University of Mannheim, Germany.
    28. Claudia Geue & Andrew Briggs & James Lewsey & Paula Lorgelly, 2014. "Population ageing and healthcare expenditure projections: new evidence from a time to death approach," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(8), pages 885-896, November.
    29. Guillem López-Casasnovas & Marina Soley-Bori, 2014. "The Socioeconomic Determinants of Health: Economic Growth and Health in the OECD Countries during the Last Three Decades," IJERPH, MDPI, vol. 11(1), pages 1-15, January.
    30. Olimpia Neagu & Mircea Constantin Teodoru, 2019. "The Relationship between Economic Complexity, Energy Consumption Structure and Greenhouse Gas Emission: Heterogeneous Panel Evidence from the EU Countries," Sustainability, MDPI, vol. 11(2), pages 1-29, January.
    31. 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.
    32. Usman, Muhammad & Khalid, Khaizran & Mehdi, Muhammad Abuzar, 2021. "What determines environmental deficit in Asia? Embossing the role of renewable and non-renewable energy utilization," Renewable Energy, Elsevier, vol. 168(C), pages 1165-1176.
    33. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    34. Jeffrey Kouton, 2021. "The impact of renewable energy consumption on inclusive growth: panel data analysis in 44 African countries," Economic Change and Restructuring, Springer, vol. 54(1), pages 145-170, February.
    35. Gilang Hardadi & Alexander Buchholz & Stefan Pauliuk, 2021. "Implications of the distribution of German household environmental footprints across income groups for integrating environmental and social policy design," Journal of Industrial Ecology, Yale University, vol. 25(1), pages 95-113, February.
    36. Temel Gurdal & Mucahit Aydin & Veysel Inal, 2021. "The relationship between tax revenue, government expenditure, and economic growth in G7 countries: new evidence from time and frequency domain approaches," Economic Change and Restructuring, Springer, vol. 54(2), pages 305-337, May.
    37. Lan Khanh Chu, 2021. "Economic structure and environmental Kuznets curve hypothesis: new evidence from economic complexity," Applied Economics Letters, Taylor & Francis Journals, vol. 28(7), pages 612-616, April.
    38. Saud, Shah & Haseeb, Abdul & Zafar, Muhammad Wasif & Li, Huiyun, 2023. "Articulating natural resource abundance, economic complexity, education and environmental sustainability in MENA countries: Evidence from advanced panel estimation," Resources Policy, Elsevier, vol. 80(C).
    39. Swapnanil SENGUPTA, 2022. "Empirical evidence to the nonmonotonic relationship between public health expenditure and economic growth," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(1(630), S), pages 49-62, Spring.
    40. Surender Kumar & Pritika Dua, 2022. "Environmental management practices and financial performance: evidence from large listed Indian enterprises," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 65(1), pages 37-61, January.
    41. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "The Relative Importance of Globalization and Public Expenditure on Life Expectancy in Europe: An Approach Based on MARS Methodology," IJERPH, MDPI, vol. 17(22), pages 1-20, November.
    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. Jahanger, Atif & Usman, Muhammad & Kousar, Rakhshanda & Balsalobre-Lorente, Daniel, 2023. "Implications for optimal abatement path through the deployment of natural resources, human development, and energy consumption in the era of digitalization," Resources Policy, Elsevier, vol. 86(PB).
    2. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    3. Usman, Muhammad & Makhdum, Muhammad Sohail Amjad, 2021. "What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development," Renewable Energy, Elsevier, vol. 179(C), pages 12-28.
    4. Aladejare, Samson Adeniyi, 2023. "Economic prosperity, asymmetric natural resource income, and ecological demands in resource-reliant economies," Resources Policy, Elsevier, vol. 82(C).
    5. Deng, Wei & Akram, Rabia & Mirza, Nawazish, 2022. "Economic performance and natural resources: Evaluating the role of economic risk," Resources Policy, Elsevier, vol. 78(C).
    6. Alvarado, Rafael & Tillaguango, Brayan & Murshed, Muntasir & Ochoa-Moreno, Santiago & Rehman, Abdul & Işık, Cem & Alvarado-Espejo, Johana, 2022. "Impact of the informal economy on the ecological footprint: The role of urban concentration and globalization," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 750-767.
    7. Hassan, Taimoor & Song, Huaming & Khan, Yasir & Kirikkaleli, Dervis, 2022. "Energy efficiency a source of low carbon energy sources? Evidence from 16 high-income OECD economies," Energy, Elsevier, vol. 243(C).
    8. Aliya Zhakanova Isiksal, 2021. "The financial sector expansion effect on renewable electricity production: case of the BRICS countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 9029-9051, June.
    9. Li, Siying & Sun, Huaping & Sharif, Arshian & Bashir, Madiha & Bashir, Muhammad Farhan, 2024. "Economic complexity, natural resource abundance and education: Implications for sustainable development in BRICST economies," Resources Policy, Elsevier, vol. 89(C).
    10. Chien‐Chiang Lee & Godwin Olasehinde‐Williams & Bright Akwasi Gyamfi, 2023. "The synergistic effect of green trade and economic complexity on sustainable environment: A new perspective on the economic and ecological components of sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 976-989, April.
    11. Sudeshna Ghosh, 2018. "Globalization and Environment: An Asian Experience," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 9(03), pages 1-27, October.
    12. Huang, Yongming & Haseeb, Mohammad & Usman, Muhammad & Ozturk, Ilhan, 2022. "Dynamic association between ICT, renewable energy, economic complexity and ecological footprint: Is there any difference between E-7 (developing) and G-7 (developed) countries?," Technology in Society, Elsevier, vol. 68(C).
    13. Bashir, Muhammad Farhan & MA, Benjiang & Hussain, Hafezali Iqbal & Shahbaz, Muhammad & Koca, Kemal & Shahzadi, Irum, 2022. "Evaluating environmental commitments to COP21 and the role of economic complexity, renewable energy, financial development, urbanization, and energy innovation: Empirical evidence from the RCEP countr," Renewable Energy, Elsevier, vol. 184(C), pages 541-550.
    14. Hussein Moghaddam & Robert M. Kunst, 2023. "The Role of Natural Gas in Mitigating Greenhouse Gas Emissions: The Environmental Kuznets Curve Hypothesis for Major Gas-Producing Countries," Sustainability, MDPI, vol. 15(5), pages 1-20, February.
    15. Arif, Asma & Minh Vu, Hieu & Cong, Ma & Hon Wei, Leow & Islam, Md. Monirul & Niedbała, Gniewko, 2022. "Natural resources commodity prices volatility and economic performance: Evaluating the role of green finance," Resources Policy, Elsevier, vol. 76(C).
    16. Uzar, Umut, 2024. "The dynamic effect of income distribution, natural resources, and freedom of press on ecological footprint: Theory and empirical evidence for emerging economies," Resources Policy, Elsevier, vol. 89(C).
    17. Dong, Kangyin & Hochman, Gal & Zhang, Yaqing & Sun, Renjin & Li, Hui & Liao, Hua, 2018. "CO2 emissions, economic and population growth, and renewable energy: Empirical evidence across regions," Energy Economics, Elsevier, vol. 75(C), pages 180-192.
    18. Ahakwa, Isaac & Xu, Yi & Tackie, Evelyn Agba & Odai, Leslie Afotey & Sarpong, Francis Atta & Korankye, Benard & Ofori, Elvis Kwame, 2023. "Do natural resources and green technological innovation matter in addressing environmental degradation? Evidence from panel models robust to cross-sectional dependence and slope heterogeneity," Resources Policy, Elsevier, vol. 85(PB).
    19. Li, Xuelin & Yang, Lin, 2023. "Natural resources, remittances and carbon emissions: A Dutch Disease perspective with remittances for South Asia," Resources Policy, Elsevier, vol. 85(PB).
    20. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.

    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:spr:endesu:v:26:y:2024:i:7:d:10.1007_s10668-023-03297-8. 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.