IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v179y2025i1d10.1007_s11205-025-03599-6.html
   My bibliography  Save this article

Examining the Role of Remittances, Technological Innovation, and Foreign Direct Investment on Environmental Quality in Pakistan: Fresh Evidence from a Novel Dynamic ARDL Simulation Approach

Author

Listed:
  • Aamir Javed

    (University of “Gabriele d’Annunzio” Chieti-Pescara)

  • Agnese Rapposelli

    (University of “Gabriele d’Annunzio” Chieti-Pescara)

  • Festus Fatai Adedoyin

    (Bournemouth University)

  • Zavish Arshad

    (International Islamic University, Islamabad)

Abstract

This study investigates the effect of remittances, financial sector development, and technological innovation, while also taking into account the foreign direct investment and economic growth on environmental quality by using its more comprehensive proxy, ecological footprint, and by focusing on yearly data from 1990 to 2021 in the context of Pakistan. To this purpose, we used the autoregressive distributed lag (ARDL) cointegration technique with the dynamic simulated ARDL approach. Further, the study also used the Frequency Domain Causality (FDC) test to investigate the potential causality between research variables at various time frequencies. The results of cointegration test show a long-term cointegration association among the considered variables. Further, the empirical findings demonstrate a negative association between remittances and ecological footprint, thus suggesting that remittances betters the environmental quality. Similarly, technological innovation enhance the environmental quality of Pakistan by lowering the level of ecological footprint. Besides, financial development, economic growth, and foreign direct investment degrade environmental health by rising the ecological footprint. Finally, the outcomes of FDC analysis indicate that the ecological footprint is granger caused by the considered research variables. These findings can help government and policymakers to develop effective policies to reduce environmental degradation and achieve long-term socioeconomic development.

Suggested Citation

  • Aamir Javed & Agnese Rapposelli & Festus Fatai Adedoyin & Zavish Arshad, 2025. "Examining the Role of Remittances, Technological Innovation, and Foreign Direct Investment on Environmental Quality in Pakistan: Fresh Evidence from a Novel Dynamic ARDL Simulation Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 179(1), pages 123-151, August.
  • Handle: RePEc:spr:soinre:v:179:y:2025:i:1:d:10.1007_s11205-025-03599-6
    DOI: 10.1007/s11205-025-03599-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-025-03599-6
    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/s11205-025-03599-6?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Sakiru Adebola Solarin & Muhammad Shahbaz & Habib Nawaz Khan & Radzuan Bin Razali, 2021. "ICT, Financial Development, Economic Growth and Electricity Consumption: New Evidence from Malaysia," Global Business Review, International Management Institute, vol. 22(4), pages 941-962, August.
    2. Haug, Alfred A. & Ucal, Meltem, 2019. "The role of trade and FDI for CO2 emissions in Turkey: Nonlinear relationships," Energy Economics, Elsevier, vol. 81(C), pages 297-307.
    3. Kishor Sharma & Badri Bhattarai & Salma Ahmed, 2019. "Aid, Growth, Remittances and Carbon Emissions in Nepal," The Energy Journal, , vol. 40(1), pages 129-142, January.
    4. Chen, Xia & Rahaman, Md Atikur & Murshed, Muntasir & Mahmood, Haider & Hossain, Md Afzal, 2023. "Causality analysis of the impacts of petroleum use, economic growth, and technological innovation on carbon emissions in Bangladesh," Energy, Elsevier, vol. 267(C).
    5. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    6. Sethi, Pradeepta & Chakrabarti, Debkumar & Bhattacharjee, Sankalpa, 2020. "Globalization, financial development and economic growth: Perils on the environmental sustainability of an emerging economy," Journal of Policy Modeling, Elsevier, vol. 42(3), pages 520-535.
    7. D. O. Olayungbo & Ahmod Quadri, 2019. "Remittances, financial development and economic growth in sub-Saharan African countries: evidence from a PMG-ARDL approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-25, December.
    8. Usama Al-Mulali & Ilhan Ozturk & Hooi Lean, 2015. "The influence of economic growth, urbanization, trade openness, financial development, and renewable energy on pollution in Europe," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 79(1), pages 621-644, October.
    9. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    10. Ahmad, Waheed & Ozturk, Ilhan & Majeed, Muhammad Tariq, 2022. "How do remittances affect environmental sustainability in Pakistan? Evidence from NARDL approach," Energy, Elsevier, vol. 243(C).
    11. Lei Jin & Keran Duan & Xu Tang, 2018. "What Is the Relationship between Technological Innovation and Energy Consumption? Empirical Analysis Based on Provincial Panel Data from China," Sustainability, MDPI, vol. 10(1), pages 1-13, January.
    12. Brown, Leanora & McFarlane, Adian & Campbell, Kaycea & Das, Anupam, 2020. "Remittances and CO2 emissions in Jamaica: An asymmetric modified environmental kuznets curve," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    13. Aamir Javed & José Alberto Fuinhas & Agnese Rapposelli, 2023. "Asymmetric Nexus between Green Technology Innovations, Economic Policy Uncertainty, and Environmental Sustainability: Evidence from Italy," Energies, MDPI, vol. 16(8), pages 1-20, April.
    14. Alfred A. Haug, 2002. "Temporal Aggregation and the Power of Cointegration Tests: a Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 399-412, September.
    15. Paramati, Sudharshan Reddy & Mo, Di & Gupta, Rakesh, 2017. "The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries," Energy Economics, Elsevier, vol. 66(C), pages 360-371.
    16. Foo Shi He & Gerald Goh Guan Gan & Usama Al-mulali & Sakiru Adebola Solarin, 2019. "The Influences of Economic Indicators on Environmental Pollution in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 123-131.
    17. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    18. Kishor Sharma, Badri Bhattarai, and Salma Ahmed, 2019. "Aid, Growth, Remittances and Carbon Emissions in Nepal," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    19. Usama, Al-mulali & Solarin, Sakiru Adebola & Salahuddin, Mohammad, 2020. "The prominence of renewable and non-renewable electricity generation on the environmental Kuznets curve: A case study of Ethiopia," Energy, Elsevier, vol. 211(C).
    20. Basnet Hem C. & Upadhyaya Kamal P., 2014. "Do Remittances Attract Foreign Direct Investment? An Empirical Investigation," Global Economy Journal, De Gruyter, vol. 14(1), pages 1-9, June.
    21. 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).
    22. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    23. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    24. Wang, Yuan & Zhang, Chen & Lu, Aitong & Li, Li & He, Yanmin & ToJo, Junji & Zhu, Xiaodong, 2017. "A disaggregated analysis of the environmental Kuznets curve for industrial CO2 emissions in China," Applied Energy, Elsevier, vol. 190(C), pages 172-180.
    25. Manzoor Ahmad & Zahoor Ul Haq & Zeeshan Khan & Shoukat Iqbal Khattak & Zia Ur Rahman & Shehzad Khan, 2019. "Does the inflow of remittances cause environmental degradation? Empirical evidence from China," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 32(1), pages 2099-2121, January.
    26. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    27. Soren Jordan & Andrew Q. Philips, 2018. "Cointegration testing and dynamic simulations of autoregressive distributed lag modelsJournal: Stata Journal," Stata Journal, StataCorp LLC, vol. 18(4), pages 902-923, December.
    28. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    29. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    30. Sharif, Arshian & Iqbal Godil, Danish & Xu, Bingjie & Sinha, Avik & Abdul Rehman Khan, Syed & Jermsittiparsert, Kittisak, 2020. "Revisiting the Role of Tourism and Globalization in Environmental Degradation in China: Fresh Insights from the Quantile ARDL Approach," MPRA Paper 101156, University Library of Munich, Germany, revised 2020.
    31. Sam Kaninda Tshikala & Genti Kostandini & Esendugue Greg Fonsah, 2019. "The Impact of Migration, Remittances and Public Transfers on Technology Adoption: The Case of Cereal Producers in Rural Kenya," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(2), pages 316-331, June.
    32. Murshed Chowdhury, 2016. "Financial Development, Remittances and Economic Growth: Evidence Using a Dynamic Panel Estimation," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 10(1), pages 35-54, February.
    33. Tang, Chor Foon & Tan, Bee Wah, 2015. "The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam," Energy, Elsevier, vol. 79(C), pages 447-454.
    34. Khuda Bakhsh & Sobia Rose & Muhammad Faisal Ali & Najid Ahmad & Muhammad Shahbaz, 2017. "Economic growth, CO2 emissions, renewable waste and FDI relation in Pakistan: New evidences from 3SLS," Post-Print hal-02000433, HAL.
    35. Acheampong, Alex O. & Amponsah, Mary & Boateng, Elliot, 2020. "Does financial development mitigate carbon emissions? Evidence from heterogeneous financial economies," Energy Economics, Elsevier, vol. 88(C).
    36. Hongbo Liu & Hanho Kim, 2018. "Ecological Footprint, Foreign Direct Investment, and Gross Domestic Production: Evidence of Belt & Road Initiative Countries," Sustainability, MDPI, vol. 10(10), pages 1-28, September.
    37. Wajahat Ali & Azrai Abdullah & Muhammad Azam, 2016. "The Dynamic Linkage between Technological Innovation and carbon dioxide emissions in Malaysia: An Autoregressive Distributed Lagged Bound Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 6(3), pages 389-400.
    38. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Sinha, Avik & Gedikli, Ayfer & Hou, Fujun, 2019. "The role of stock market and banking sector development, and renewable energy consumption in carbon emissions: Insights from G-7 and N-11 countries," Resources Policy, Elsevier, vol. 62(C), pages 427-436.
    39. Kivyiro, Pendo & Arminen, Heli, 2014. "Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: Causality analysis for Sub-Saharan Africa," Energy, Elsevier, vol. 74(C), pages 595-606.
    40. Usman, Ojonugwa & Alola, Andrew Adewale & Sarkodie, Samuel Asumadu, 2020. "Assessment of the role of renewable energy consumption and trade policy on environmental degradation using innovation accounting: Evidence from the US," Renewable Energy, Elsevier, vol. 150(C), pages 266-277.
    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. Soumen Rej & Barnali Nag & Md. Emran Hossain, 2022. "Can Renewable Energy and Export Help in Reducing Ecological Footprint of India? Empirical Evidence from Augmented ARDL Co-Integration and Dynamic ARDL Simulations," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    2. Abbasi, Kashif Raza & Hussain, Khadim & Haddad, Akram Masoud & Salman, Asma & Ozturk, Ilhan, 2022. "The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    3. Hossain, Md. Emran & Islam, Md. Sayemul & Bandyopadhyay, Arunava & Awan, Ashar & Hossain, Mohammad Razib & Rej, Soumen, 2022. "Mexico at the crossroads of natural resource dependence and COP26 pledge: Does technological innovation help?," Resources Policy, Elsevier, vol. 77(C).
    4. Hossain, Mohammad Razib & Rej, Soumen & Awan, Ashar & Bandyopadhyay, Arunava & Islam, Md Sayemul & Das, Narasingha & Hossain, Md Emran, 2023. "Natural resource dependency and environmental sustainability under N-shaped EKC: The curious case of India," Resources Policy, Elsevier, vol. 80(C).
    5. James Temitope Dada & Adams Adeiza & Noor Azizi Ismail & Arnaut Marina, 2023. "Correction to: investigating the link between economic growth, financial development, urbanization, natural resources, human capital, trade openness and ecological footprint: evidence from Nigeria," Journal of Bioeconomics, Springer, vol. 25(2), pages 145-145, August.
    6. Usama Al-Mulali & Sakiru Adebola Solarin & Ilhan Ozturk, 2016. "Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: an autoregressive distributed lag (ARDL) approach," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 80(3), pages 1729-1747, February.
    7. Ojonugwa Usman & Oktay Ozkan & Ibrahim Adeshola & Babatunde Sunday Eweade, 2025. "Analysing the nexus between clean energy expansion, natural resource extraction, and load capacity factor in China: a step towards achieving COP27 targets," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(6), pages 12583-12604, June.
    8. Wilman-Santiago Ochoa-Moreno & Byron Alejandro Quito & Carlos Andrés Moreno-Hurtado, 2021. "Foreign Direct Investment and Environmental Quality: Revisiting the EKC in Latin American Countries," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    9. Yugang He, 2022. "Renewable and Non-Renewable Energy Consumption and Trade Policy: Do They Matter for Environmental Sustainability?," Energies, MDPI, vol. 15(10), pages 1-17, May.
    10. Karaaslan, Abdulkerim & Çamkaya, Serhat, 2022. "The relationship between CO2 emissions, economic growth, health expenditure, and renewable and non-renewable energy consumption: Empirical evidence from Turkey," Renewable Energy, Elsevier, vol. 190(C), pages 457-466.
    11. Muntazir Hussain & Ramiz Ur Rehman & Usman Bashir, 2024. "Environmental pollution, innovation, and financial development: an empirical investigation in selected industrialized countries using the panel ARDL approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 29217-29248, November.
    12. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    13. Abbasi, Kashif Raza & Adedoyin, Festus Fatai & Abbas, Jaffar & Hussain, Khadim, 2021. "The impact of energy depletion and renewable energy on CO2 emissions in Thailand: Fresh evidence from the novel dynamic ARDL simulation," Renewable Energy, Elsevier, vol. 180(C), pages 1439-1450.
    14. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    15. Mohammed Musah, 2023. "Stock market development and environmental quality in EU member countries: a dynamic heterogeneous approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11153-11187, October.
    16. Md. Saiful Islam & Sk Habibur Rahaman & Tahir Akhtar, 2024. "Impact of remittance on economic growth and environmental quality in the purview of energy use, regulatory quality, and financial development," Natural Resources Forum, Blackwell Publishing, vol. 48(3), pages 903-924, August.
    17. Zijie Yang & Dong Huang & Yuqing Zhao & Wenqian Wang, 2022. "A Bibliometric Review of Energy Related International Investment Based on an Evolutionary Perspective," Energies, MDPI, vol. 15(9), pages 1-21, May.
    18. Danish, & Wang, Bo & Wang, Zhaohua, 2018. "Imported technology and CO2 emission in China: Collecting evidence through bound testing and VECM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4204-4214.
    19. Udemba, Edmund Ntom & Yalçıntaş, Selin, 2021. "Interacting force of foreign direct invest (FDI), natural resource and economic growth in determining environmental performance: A nonlinear autoregressive distributed lag (NARDL) approach," Resources Policy, Elsevier, vol. 73(C).
    20. Shahbaz, Muhammad & Raghutla, Chandrashekar & Song, Malin & Zameer, Hashim & Jiao, Zhilun, 2020. "Public-private partnerships investment in energy as new determinant of CO2 emissions: The role of technological innovations in China," Energy Economics, Elsevier, vol. 86(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

    Statistics

    Access and download statistics

    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:soinre:v:179:y:2025:i:1:d:10.1007_s11205-025-03599-6. 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.