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A Dynamic Linkage between Financial Development, Energy Consumption and Economic Growth: Evidence from an Asymmetric and Nonlinear ARDL Model

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  • Imran Khan

    (Binjiang College, Nanjing University of Information Science & Technology, Wuxi 214000, China
    Department of Economics, The University of Haripur, Haripur 22620, Pakistan)

  • Faheem Ur Rehman

    (Department of Economics, The University of Haripur, Haripur 22620, Pakistan
    Laboratory of Regional and International Economics, Graduate School Economics and Management, Ural Federal University, 620075 Yekaterinburg, Russia)

  • Paula Pypłacz

    (Faculty of Management, Czestochowa University of Technology, 42-201 Czestochowa, Poland)

  • Muhammad Asif Khan

    (Department of Commerce, Faculty of Management Sciences, University of Kotli, Azad Jammu and Kashmir 11100, Pakistan)

  • Agnieszka Wiśniewska

    (Faculty of Management, University of Warsaw, 02-678 Warszawa, Poland)

  • Katarzyna Liczmańska-Kopcewicz

    (Faculty of Economic Sciences and Management, Nicolaus Copernicus University in Torun, 87-100 Torun, Poland)

Abstract

Developing countries, including Pakistan, need a considerable effort to withstand economic growth; however, these countries have to cope with greenhouse gases emission and other environmental concerns. Financial advancement gives rise to modern, sometimes even innovative and energy-efficient technologies and, thus, contributes to a decline in energy usage among market entities: organizations and households. The current study explores the nonlinear asymmetric relationship between economic growth (Y) and the selected exogenous variables in Pakistan by incorporating time series data spanning from 1971 to 2016. Economic growth was considered as a target variable, while energy consumption (EC), electric power consumption (EPC), financial development (FD), and energy imports (EM) were considered independent variables. To investigate cointegration among the given variables, a nonlinear ARDL bound testing approach was employed. BDS independence test was used to check the nonlinearity, and a structural break unit root test was used for testing data stationarity. The findings confirm the presence of co-integration in the selected variables. A symmetric unidirectional significant causality exists running from EPC to Y, while a bidirectional symmetric causality was found between FD and Y. In contrast, any negative shocks in EPC, FD, and EM were found to have a positive asymmetric effect on Y. Meanwhile, a neutral effect was found between EC and Y. The outcomes of this study can provide guidelines for future researchers and policymakers.

Suggested Citation

  • Imran Khan & Faheem Ur Rehman & Paula Pypłacz & Muhammad Asif Khan & Agnieszka Wiśniewska & Katarzyna Liczmańska-Kopcewicz, 2021. "A Dynamic Linkage between Financial Development, Energy Consumption and Economic Growth: Evidence from an Asymmetric and Nonlinear ARDL Model," Energies, MDPI, vol. 14(16), pages 1-15, August.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:16:p:5006-:d:614743
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    References listed on IDEAS

    as
    1. Śmiech, Sławomir & Papież, Monika, 2014. "Energy consumption and economic growth in the light of meeting the targets of energy policy in the EU: The bootstrap panel Granger causality approach," Energy Policy, Elsevier, vol. 71(C), pages 118-129.
    2. A. Hatemi-J, 2003. "A new method to choose optimal lag order in stable and unstable VAR models," Applied Economics Letters, Taylor & Francis Journals, vol. 10(3), pages 135-137.
    3. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    4. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    5. Magdalena Grębosz-Krawczyk & Agnieszka Zakrzewska-Bielawska & Beata Glinka & Aldona Glińska-Neweś, 2021. "Why Do Consumers Choose Photovoltaic Panels? Identification of the Factors Influencing Consumers’ Choice Behavior regarding Photovoltaic Panel Installations," Energies, MDPI, vol. 14(9), pages 1-20, May.
    6. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    7. Muhammad Haseeb & Sebastian Kot & Hafezali Iqbal Hussain & Leonardus WW Mihardjo & Piotr Saługa, 2020. "Modelling the Non-Linear Energy Intensity Effect Based on a Quantile-on-Quantile Approach: The Case of Textiles Manufacturing in Asian Countries," Energies, MDPI, vol. 13(9), pages 1-19, May.
    8. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    9. Ponta, Linda & Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2018. "An Agent-based Stock-flow Consistent Model of the Sustainable Transition in the Energy Sector," Ecological Economics, Elsevier, vol. 145(C), pages 274-300.
    10. 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.
    11. Wang, Shaojian & Li, Guangdong & Fang, Chuanglin, 2018. "Urbanization, economic growth, energy consumption, and CO2 emissions: Empirical evidence from countries with different income levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2144-2159.
    12. Kumar, Satish, 2017. "On the nonlinear relation between crude oil and gold," Resources Policy, Elsevier, vol. 51(C), pages 219-224.
    13. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    14. Nusair, Salah A., 2016. "The effects of oil price shocks on the economies of the Gulf Co-operation Council countries: Nonlinear analysis," Energy Policy, Elsevier, vol. 91(C), pages 256-267.
    15. Ahmad, A.L. & Yasin, N.H. Mat & Derek, C.J.C. & Lim, J.K., 2011. "Microalgae as a sustainable energy source for biodiesel production: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 584-593, January.
    16. Kim, Dukpa & Perron, Pierre, 2009. "Unit root tests allowing for a break in the trend function at an unknown time under both the null and alternative hypotheses," Journal of Econometrics, Elsevier, vol. 148(1), pages 1-13, January.
    17. Ahmad, Najid & Du, Liangsheng, 2017. "Effects of energy production and CO2 emissions on economic growth in Iran: ARDL approach," Energy, Elsevier, vol. 123(C), pages 521-537.
    18. Pao, Hsiao-Tien & Fu, Hsin-Chia & Tseng, Cheng-Lung, 2012. "Forecasting of CO2 emissions, energy consumption and economic growth in China using an improved grey model," Energy, Elsevier, vol. 40(1), pages 400-409.
    19. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    20. Lean, Hooi Hooi & Smyth, Russell, 2010. "CO2 emissions, electricity consumption and output in ASEAN," Applied Energy, Elsevier, vol. 87(6), pages 1858-1864, June.
    21. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    22. Godwin Effiong Akpan & Usenobong Friday Akpan, 2012. "Electricity Consumption, Carbon Emissions and Economic Growth in Nigeria," International Journal of Energy Economics and Policy, Econjournals, vol. 2(4), pages 292-306.
    23. Adewale Samuel Hassan & Daniel Francois Meyer & Sebastian Kot, 2019. "Effect of Institutional Quality and Wealth from Oil Revenue on Economic Growth in Oil-Exporting Developing Countries," Sustainability, MDPI, vol. 11(13), pages 1-14, July.
    24. Sgouris Sgouridis & Denes Csala, 2014. "A Framework for Defining Sustainable Energy Transitions: Principles, Dynamics, and Implications," Sustainability, MDPI, vol. 6(5), pages 1-22, May.
    25. Paweł Kobis, 2021. "Human factor aspects in information security management in the traditional IT and cloud computing models," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 31(1), pages 61-76.
    26. Diks, Cees & Panchenko, Valentyn, 2006. "A new statistic and practical guidelines for nonparametric Granger causality testing," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1647-1669.
    27. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    28. Luqman, Muhammad & Ahmad, Najid & Bakhsh, Khuda, 2019. "Nuclear energy, renewable energy and economic growth in Pakistan: Evidence from non-linear autoregressive distributed lag model," Renewable Energy, Elsevier, vol. 139(C), pages 1299-1309.
    29. Baz, Khan & Xu, Deyi & Ampofo, Gideon Minua Kwaku & Ali, Imad & Khan, Imran & Cheng, Jinhua & Ali, Hashmat, 2019. "Energy consumption and economic growth nexus: New evidence from Pakistan using asymmetric analysis," Energy, Elsevier, vol. 189(C).
    30. Sungchul Choi & Alex Ng, 2011. "Environmental and Economic Dimensions of Sustainability and Price Effects on Consumer Responses," Journal of Business Ethics, Springer, vol. 104(2), pages 269-282, December.
    31. Rehman, Faheem Ur & Khan, Muhammad Asif & Khan, Muhammad Atif & Pervaiz, Khansa & Liaqat, Idrees, 2020. "The causal, linear and nonlinear nexus between sectoral FDI and infrastructure in Pakistan: Using a new global infrastructure index," Research in International Business and Finance, Elsevier, vol. 52(C).
    32. Katarzyna Liczmańska-Kopcewicz & Katarzyna Mizera & Paula Pypłacz, 2019. "Corporate Social Responsibility and Sustainable Development for Creating Value for FMCG Sector Enterprises," Sustainability, MDPI, vol. 11(20), pages 1-14, October.
    33. Pawel Kobis, 2021. "Human factor aspects in information security management in the traditional IT and cloud computing models," Operations Research and Decisions, Wroclaw University of Science Technology, Faculty of Management, vol. 31, pages 61-76.
    34. Ajmi, Ahdi Noomen & Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sato, João Ricardo, 2015. "On the relationships between CO2 emissions, energy consumption and income: The importance of time variation," Energy Economics, Elsevier, vol. 49(C), pages 629-638.
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