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Does Energy-Growth and Environment Quality Matter for Agriculture Sector in Pakistan or not? An Application of Cointegration Approach

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  • Abbas Ali Chandio

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Yuansheng Jiang

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Abdul Rauf

    (School of Economics and Management, Southeast University, Nanjing 211189, Jiangsu, China)

  • Amir Ali Mirani

    (College of Management, Sichuan Agricultural University, Chengdu 611130, Sichuan, China)

  • Rashid Usman Shar

    (College of Management, Sichuan Agricultural University, Chengdu 611130, Sichuan, China)

  • Fayyaz Ahmad

    (School of Economics, Lanzhou University, Lanzhou 730000, Gansu, China)

  • Khurram Shehzad

    (School of Economics and Management, Southeast University, Nanjing 211189, Jiangsu, China)

Abstract

The main objective of this paper is to examine the long-term effects of financial development, economic growth, energy consumption (electricity consumption in the agriculture sector), foreign direct investment (FDI), and population on the environmental quality in Pakistan during the period of 1980 to 2016. We use CO 2 emissions from the agriculture sector as a proxy indicator for environmental quality. We employ various unit root tests (e.g., ADF, PP, ERS, KPSS) and structural break unit root tests (Z&A, CMR) to check the stationarity and structural break in the data series. Cointegration tests, i.e., Johansen, Engle-Granger, and ARDL cointegration approaches are used to ensure their robustness. Results showed that significant long-term cointegration exists among the variables. Findings also indicated that an increase in financial development and foreign direct investment (FDI) improves environmental quality, whereas the increase in economic growth and electricity consumption in the agriculture sector degrades environmental quality in Pakistan. Based on the findings, we suggest policymakers should provide a conducive environment for foreign investment. Moreover, it is also suggested that a reliance on fossil fuels be reduced and a transition to renewable energy sources be encouraged to decrease the environmental pollution in the country.

Suggested Citation

  • Abbas Ali Chandio & Yuansheng Jiang & Abdul Rauf & Amir Ali Mirani & Rashid Usman Shar & Fayyaz Ahmad & Khurram Shehzad, 2019. "Does Energy-Growth and Environment Quality Matter for Agriculture Sector in Pakistan or not? An Application of Cointegration Approach," Energies, MDPI, vol. 12(10), pages 1-17, May.
  • Handle: RePEc:gam:jeners:v:12:y:2019:i:10:p:1879-:d:231922
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    1. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. Zhang, Lei & Gao, Jing, 2016. "Exploring the effects of international tourism on China's economic growth, energy consumption and environmental pollution: Evidence from a regional panel analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 225-234.
    3. Shahbaz, Muhammad & Shahzad, Syed Jawad Hussain & Ahmad, Nawaz & Alam, Shaista, 2016. "Financial development and environmental quality: The way forward," Energy Policy, Elsevier, vol. 98(C), pages 353-364.
    4. Choi, Yongrok & Zhang, Ning & Zhou, P., 2012. "Efficiency and abatement costs of energy-related CO2 emissions in China: A slacks-based efficiency measure," Applied Energy, Elsevier, vol. 98(C), pages 198-208.
    5. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    6. Mohd Irfan & Krishnendu Shaw, 2017. "Modeling the effects of energy consumption and urbanization on environmental pollution in South Asian countries: a nonparametric panel approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(1), pages 65-78, January.
    7. 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.
    8. Javid, Muhammad & Sharif, Fatima, 2016. "Environmental Kuznets curve and financial development in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 406-414.
    9. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    10. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    11. Fayyaz Ahmad & Muhammad Umar Draz & Lijuan Su & Ilhan Ozturk & Abdul Rauf, 2018. "Tourism and Environmental Pollution: Evidence from the One Belt One Road Provinces of Western China," Sustainability, MDPI, vol. 10(10), pages 1-22, September.
    12. Lamia Jamel & Abdelkader Derbali, 2016. "Do energy consumption and economic growth lead to environmental degradation? Evidence from Asian economies," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1170653-117, December.
    13. Rauf, Abdul & Zhang, Jin & Li, Jinkai & Amin, Waqas, 2018. "Structural changes, energy consumption and carbon emissions in China: Empirical evidence from ARDL bound testing model," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 194-206.
    14. Eugene Iheanacho, 2016. "The Impact of Financial Development on Economic Growth in Nigeria: An ARDL Analysis," Economies, MDPI, vol. 4(4), pages 1-12, November.
    15. 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.
    16. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    17. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    18. Shahbaz, Muhammad & Kumar Tiwari, Aviral & Nasir, Muhammad, 2013. "The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa," Energy Policy, Elsevier, vol. 61(C), pages 1452-1459.
    19. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    20. Xueling Guan & Min Zhou & Ming Zhang, 2015. "Using the ARDL-ECM Approach to Explore the Nexus Among Urbanization, Energy Consumption, and Economic Growth in Jiangsu Province, China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(2), pages 391-399, March.
    21. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    22. Ameer, Ayesha & Munir, Kashif, 2016. "Effect of Economic Growth, Trade Openness, Urbanization, and Technology on Environment of Selected Asian Countries," MPRA Paper 74571, University Library of Munich, Germany.
    23. Shahbaz, Muhammad, 2013. "Does financial instability increase environmental degradation? Fresh evidence from Pakistan," Economic Modelling, Elsevier, vol. 33(C), pages 537-544.
    24. Nasir, Muhammad & Ur Rehman, Faiz, 2011. "Environmental Kuznets Curve for carbon emissions in Pakistan: An empirical investigation," Energy Policy, Elsevier, vol. 39(3), pages 1857-1864, March.
    25. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    26. Abdul Rauf & Xiaoxing Liu & Waqas Amin & Ilhan Ozturk & Obaid Ur Rehman & Suleman Sarwar, 2018. "Energy and Ecological Sustainability: Challenges and Panoramas in Belt and Road Initiative Countries," Sustainability, MDPI, vol. 10(8), pages 1-21, August.
    27. Muhammad Shahbaz & Faridul Islam & Muhammad Sabihuddin Butt, 2016. "Finance–Growth–Energy Nexus and the Role of Agriculture and Modern Sectors: Evidence from ARDL Bounds Test Approach to Cointegration in Pakistan," Global Business Review, International Management Institute, vol. 17(5), pages 1037-1059, October.
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    2. Abbas Ali Chandio & Abdul Rauf & Yuansheng Jiang & Ilhan Ozturk & Fayyaz Ahmad, 2019. "Cointegration and Causality Analysis of Dynamic Linkage between Industrial Energy Consumption and Economic Growth in Pakistan," Sustainability, MDPI, vol. 11(17), pages 1-18, August.
    3. Khurram Shehzad & Umer Zaman & Mahmood Ahmad & Xiaoxing Liu, 2022. "Asymmetric impact of information and communication technologies on environmental quality: analyzing the role of financial development and energy consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 1761-1780, February.
    4. Haider Mahmood & Tarek Tawfik Yousef Alkhateeb & Maleeha Mohammed Zaaf Al-Qahtani & Zafrul Allam & Nawaz Ahmad & Maham Furqan, 2019. "Agriculture development and CO2 emissions nexus in Saudi Arabia," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-15, December.
    5. Xinpeng Xing & Jianhua Wang & Tiansen Liu & He Liu & Yue Zhu, 2019. "How Energy Consumption and Pollutant Emissions Affect the Disparity of Public Health in Countries with High Fossil Energy Consumption," IJERPH, MDPI, vol. 16(23), pages 1-18, November.
    6. Amogh Ghimire & Feiting Lin & Peifen Zhuang, 2021. "The Impacts of Agricultural Trade on Economic Growth and Environmental Pollution: Evidence from Bangladesh Using ARDL in the Presence of Structural Breaks," Sustainability, MDPI, vol. 13(15), pages 1-15, July.
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    8. Mansi Wang & Noman Arshed & Mubbasher Munir & Samma Faiz Rasool & Weiwen Lin, 2021. "Investigation of the STIRPAT model of environmental quality: a case of nonlinear quantile panel data analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 12217-12232, August.
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