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The impact of National Environmental Policy on Pakistan’s green economic development: evidence from regression discontinuity design

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  • Muhammad Salman

    (China West Normal University)

  • Guimei Wang

    (China Jiliang University)

Abstract

Pakistan is currently facing a number of environmental challenges, including an increasing ecological footprint, loss of biodiversity, and overexploitation of natural resources. In response to these issues, the government introduced the National Environmental Policy (NEP) in 2005. However, the policy’s impact of NEP on Pakistan’s sustainable development remains understudied. In this study, we use an advanced ecological footprint model that incorporates a macro-trade adjustment approach to determine the trade modification values for energy and biological products. The study then analyzed the economic and policy impacts of NEP on the sustainable development using fuzzy regression discontinuity analysis. Results revealed a linearly decreasing trade footprint for Pakistan signifying an overall trade deficit. Per capita ecological footprint and per capita sustaining capacity declined; while, the ecological deficit increased over 1990–2022. Among the six land types, Fossil energy and cultivated areas exhibited the largest ecological footprint effects. Pakistan’s footprint decreased markedly following NEP implementation. Setting cutoffs at 2010, 2015, 2018 uncovered negative EP jumps, confirming NEP’s efficiency. Findings can shape optimal policy mechanisms.

Suggested Citation

  • Muhammad Salman & Guimei Wang, 2025. "The impact of National Environmental Policy on Pakistan’s green economic development: evidence from regression discontinuity design," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 11983-12012, May.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:5:d:10.1007_s10668-023-04392-6
    DOI: 10.1007/s10668-023-04392-6
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    References listed on IDEAS

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    1. Abdul Rehman & Magdalena Radulescu & Hengyun Ma & Vishal Dagar & Imran Hussain & Muhammad Kamran Khan, 2021. "The Impact of Globalization, Energy Use, and Trade on Ecological Footprint in Pakistan: Does Environmental Sustainability Exist?," Energies, MDPI, vol. 14(17), pages 1-16, August.
    2. Li Chunling & Javed Ahmed Memon & Tiep Le Thanh & Minhaj Ali & Dervis Kirikkaleli, 2021. "The Impact of Public-Private Partnership Investment in Energy and Technological Innovation on Ecological Footprint: The Case of Pakistan," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
    3. Jan, Muhammad Zain & Ullah, Kafait & Abbas, Faisal & Khalid, Hassan Abdullah & Bajwa, Tariq M., 2023. "Barriers to the adoption of social welfare measures in the electricity tariff structure of developing countries: A case of Pakistan," Energy Policy, Elsevier, vol. 179(C).
    4. Bicknell, Kathryn B. & Ball, Richard J. & Cullen, Ross & Bigsby, Hugh R., 1998. "New methodology for the ecological footprint with an application to the New Zealand economy," Ecological Economics, Elsevier, vol. 27(2), pages 149-160, November.
    5. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    6. Liu, Yaping & Sadiq, Farah & Ali, Wajahat & Kumail, Tafazal, 2022. "Does tourism development, energy consumption, trade openness and economic growth matters for ecological footprint: Testing the Environmental Kuznets Curve and pollution haven hypothesis for Pakistan," Energy, Elsevier, vol. 245(C).
    7. Tabish Nawab & Saqlain Raza & Malik Shahzad Shabbir & Ghulam Yahya Khan & Sana Bashir, 2023. "Multidimensional poverty index across districts in Punjab, Pakistan: estimation and rationale to consolidate with SDGs," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1301-1325, February.
    8. Caglar, Abdullah Emre & Askin, Bekir Emre, 2023. "A path towards green revolution: How do competitive industrial performance and renewable energy consumption influence environmental quality indicators?," Renewable Energy, Elsevier, vol. 205(C), pages 273-280.
    9. Fernanda Brollo & Emine Hanedar & Mr. Sébastien Walker, 2021. "Pakistan: Spending Needs for Reaching Sustainable Development Goals (SDGs)," IMF Working Papers 2021/108, International Monetary Fund.
    10. Zimmert, Franziska & Zorn, Alexander, 2021. "Direct payments and on-farm employment: evidence from a spatial regression discontinuity design," 61st Annual Conference, Berlin, Germany, September 22-24, 2021 317052, German Association of Agricultural Economists (GEWISOLA).
    11. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    12. Ondřej Dvouletý & Ivana Blažková, 2019. "The Impact of Public Grants on Firm-Level Productivity: Findings from the Czech Food Industry," Sustainability, MDPI, vol. 11(2), pages 1-24, January.
    13. Wackernagel, Mathis & Rees, William E., 1997. "Perceptual and structural barriers to investing in natural capital: Economics from an ecological footprint perspective," Ecological Economics, Elsevier, vol. 20(1), pages 3-24, January.
    14. Jiang, Yufan & Wang, Hongyan & Liu, Zuankuo, 2021. "The impact of the free trade zone on green total factor productivity ——evidence from the shanghai pilot free trade zone," Energy Policy, Elsevier, vol. 148(PB).
    15. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    16. Jiapeng Dai & Zahoor Ahmed & Ugur Korkut Pata & Mahmood Ahmad, 2023. "Achieving SDG-13 in the Era of Conflicts: The Roles of Economic Growth and Government Stability," Evaluation Review, , vol. 47(6), pages 1168-1192, December.
    17. Zhou, Runyu & Abbasi, Kashif Raza & Salem, Sultan & Almulhim, Abdulaziz.I. & Alvarado, Rafael, 2022. "Do natural resources, economic growth, human capital, and urbanization affect the ecological footprint? A modified dynamic ARDL and KRLS approach," Resources Policy, Elsevier, vol. 78(C).
    18. Sun, Yuanyuan & Mao, Xianqiang & Liu, Gengyuan & Yin, Xinan & Zhao, Yanwei, 2020. "Modelling the effects of energy taxes on ecological footprint transfers in China's foreign trade," Ecological Modelling, Elsevier, vol. 431(C).
    19. Wackernagel, Mathis & Onisto, Larry & Bello, Patricia & Callejas Linares, Alejandro & Susana Lopez Falfan, Ina & Mendez Garcia, Jesus & Isabel Suarez Guerrero, Ana & Guadalupe Suarez Guerrero, Ma., 1999. "National natural capital accounting with the ecological footprint concept," Ecological Economics, Elsevier, vol. 29(3), pages 375-390, June.
    20. Anu, & Singh, Amit Kumar & Raza, Syed Ali & Nakonieczny, Joanna & Shahzad, Umer, 2023. "Role of financial inclusion, green innovation, and energy efficiency for environmental performance? Evidence from developed and emerging economies in the lens of sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 213-224.
    21. Salman, Muhammad & Long, Xingle & Wang, Guimei & Zha, Donglan, 2022. "Paris climate agreement and global environmental efficiency: New evidence from fuzzy regression discontinuity design," Energy Policy, Elsevier, vol. 168(C).
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