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The relationship between financial development and renewable energy consumption in South Asian countries

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Abstract

We analyse how financial development and renewable energy consumption are linked in the selected countries of South Asia using data covering from 1990 to 2018. On the indication of cross-sectional dependency among the variables of the models, we apply second-generation panel unit root tests and cointegration tests to check stationarity properties and long-run cointegrating relationships. We find that variables are stationary at the first difference, and long-run cointegration exists. By applying robust heterogeneous and cross-section augmented dynamic estimators, we find that growth in GDP increases renewable energy consumption by about 0.50–1.56%; however, it reduces by 0.01–0.03% after particular thresholds. Furthermore, on average, an increase in financial development reduces the propensity of renewable energy consumption by 0.07–0.15% in the long-run. On the other hand, panel causality results show unidirectional relationships from GDP to financial development and from financial development to renewable energy consumption but not vice versa. We suggest that the selected countries revisit and restructure the renewable energy policy and focus on institutional reforms to strengthen renewable energy development in the upcoming years.

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Data availability

The dataset of different variables generated and/or analysed during analysis are available in the World Development Indicators (WDI) repository. Please follow the link: https://databank.worldbank.org/source/world-development-indicators.

Notes

  1. Even if one or some cross-sections do not show a cointegration relationship, it has been shown that inference from the panel estimations tends to be valid.

  2. We consider autoregressive distributed lag (ARDL) bound test procedure.

  3. We suspect one of the possible reasons behind such an outcome is the relatively smaller country-level data coverage (1990–2018), which is only 28 years.

References

  • Abokyi E, Appiah-Konadu P, Abokyi F, Oteng-Abayie EF (2019) Industrial growth and emissions of CO2 in Ghana: the role of financial development and fossil fuel consumption. Energy Rep 5:1339–1353

    Article  Google Scholar 

  • Ahmed ABA, Amin S, Harvie C, Nepal R (2021a) The nexus between energy and trade in South Asia: a panel analysis. Econ Papers: J Appl Econ Pol 40(2):134–151

    Article  Google Scholar 

  • Ahmed, R. I., Zhao, G., Ahmad, N., & Habiba, U. (2021b). A nexus between corporate social responsibility disclosure and its determinants in energy enterprises. Journal of Business & Industrial Marketing. Ahead of Print. https://doi.org/10.1108/JBIM-07-2020-0359

  • Ajzen I (1991) The theory of planned behavior. Organ Behav Hum Decis Process 50(2):179–211

    Article  Google Scholar 

  • Ajzen I, Madden TJ (1986) Prediction of goal-directed behavior: attitudes, intentions, and perceived behavioral control. J Exp Soc Psychol 22(5):453–474

    Article  Google Scholar 

  • Ali Q, Khan MTI, Khan MNI (2018) Dynamics between financial development, tourism, sanitation, renewable energy, trade and total reserves in 19 Asia cooperation dialogue members. J Clean Prod 179:114–131

    Article  Google Scholar 

  • Amin SB, Mahmood R (2018) Nexus between Financial Development and EnergyConsumption: Experience from Bangladesh. World Rev Bus Res 8(3):37–51

    Google Scholar 

  • Amin SB, Khan F (2021) Tourism and renewable energy in South Asia: a panel study. Tour Hosp Manag 27(3):555–579

    Article  Google Scholar 

  • Amin SB, Kabir FA, Khan F (2018) Role of financial institutes in energy financing: case of Bangladesh. Janata Bank J Money Financ Dev 5:263–276

    Google Scholar 

  • Amin SB, Al Kabir F, Khan F (2020) Energy-output nexus in Bangladesh: a two-sector model analysis. Energy Strategy Reviews 32:100566

    Article  Google Scholar 

  • Amin SB, Kabir FA, Khan F (2020b) Tourism and energy nexus in selected South Asian countries: a panel study. Curr Issue Tour 23(16):1963–1967

    Article  Google Scholar 

  • Amin S, Jamasb T, Nepal R (2021a) Regulatory reform and the relative efficacy of government versus private investment on energy consumption in South Asia. Econ Anal Pol 69:421–433

    Google Scholar 

  • Amin SB, Chang Y, Khan F, Taghizadeh-Hesary F (2022) Energy security and sustainable energy policy in Bangladesh: from the lens of 4As framework. Energy Policy 161:112719

    Article  Google Scholar 

  • Amin SB, Rahman S (2019) Energy: the lifeblood of Bangladesh economy. In: Energy Resources in Bangladesh. Springer, Cham. https://doi.org/10.1007/978-3-03-02919-7_1

  • Amin, S. B, Kabir, F. A, Khan, F. (2021b). Socioeconomic and institutional barriers for accelerating biogas generation in Asia. In Reference Module in Earth Systems and Environmental Sciences. https://doi.org/10.1016/B978-0-12-819727-1.00042-X

  • Amin SB (2015) The macroeconomics of energy price shocks and electricity market reforms: The case of Bangladesh. Doctoral dissertation, Durham University. http://etheses.dur.ac.uk/11241/

  • Bai J, Kao C, Ng S (2009) Panel cointegration with global stochastic trends. J Econ 149(1):82–99

    Article  Google Scholar 

  • Breusch T, Pagan A (1980) The Lagrange multiplier test and its application to model speciation in econometrics. Rev Econ Stud 47:239–254

    Article  Google Scholar 

  • British Petroleum (BP) (2020). BP statistical review of World Energy 2020. London, UK. https://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-world-energy.html. Accessed 20 Aug 2021

  • Brunnschweiler CN (2010) Finance for renewable energy: an empirical analysis of developing and transition economies. Environment and Development Economics 15(3):241–274

  • Burakov D, Freidin M (2017) Financial development, economic growth and renewable energy consumption in Russia: a vector error correction approach. Int J Energy Econ Pol 7(6):39–47

    Google Scholar 

  • Cai Y, Aoyama Y (2018) Fragmented authorities, institutional misalignments, and challenges to renewable energy transition: a case study of wind power curtailment in China. Energy Res Soc Sci 41:71–79

    Article  Google Scholar 

  • Claudy MC, Peterson M, O’driscoll A (2013) Understanding the attitude-behavior gap for renewable energy systems using behavioral reasoning theory. J Macromark 33(4):273–287

    Article  Google Scholar 

  • Dumitrescu EI, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460

    Article  Google Scholar 

  • Emerson RM (1976) Social exchange theory. Ann Rev Sociol 2(1):335–362

    Article  Google Scholar 

  • Eren BM, Taspinar N, Gokmenoglu KK (2019) The impact of financial development and economic growth on renewable energy consumption: empirical analysis of India. Sci Total Environ 663:189–197

    Article  CAS  Google Scholar 

  • Fielding KS, Terry DJ, Masser BM, Hogg MA (2008) Integrating social identity theory and the theory of planned behaviour to explain decisions to engage in sustainable agricultural practices. Br J Soc Psychol 47(1):23–48

    Article  Google Scholar 

  • Furuoka F (2015) Financial development and energy consumption: evidence from a heterogeneous panel of Asian countries. Renew Sustain Energy Rev 52:430–444

    Article  Google Scholar 

  • Gamel J, Bauer A, Decker T, Menrad K (2022) Financing wind energy projects: an extended theory of planned behavior approach to explain private households’ wind energy investment intentions in Germany. Renewable Energy 182:592–601

    Article  Google Scholar 

  • Ghafoor A, Rehman T, Munir A, Ahmad M, Iqbal M (2016) Current status and overview of renewable energy potential in Pakistan for continuous energy sustainability. Renew Sustain Energy Rev 60:1332–1342

    Article  Google Scholar 

  • Gokmenoglu KK, Sadeghieh M (2019) Financial development, CO2 emissions, fossil fuel consumption and economic growth: the case of Turkey. Strateg Plan Energy Environ 38(4):7–28

    Article  Google Scholar 

  • Hassine MB (2017) The causal links between economic growth, renewable energy, financial development and foreign trade in Gulf Cooperation Council Countries. Int J Energy Econ Pol 7(2):76–85

    Google Scholar 

  • Imam MI, Jamasb T, Llorca M (2019) Sector reforms and institutional corruption: evidence from electricity industry in Sub-Saharan Africa. Energy Policy 129:532–545

    Article  Google Scholar 

  • International Energy Agency (IEA) (2019) World Energy Outlook 2019. OECD Publishing, IEA, Paris

  • International Energy Agency (IEA) (2020) World Energy Outlook 2020. OECD Publishing, IEA, Paris

  • Kamp LM, Forn EB (2016) Ethiopia’s emerging domestic biogas sector: current status, bottlenecks and drivers. Renew Sustain Energy Rev 60:475–488

    Article  Google Scholar 

  • Kao C, Chiang MH (2001) On the estimation and inference of a cointegrated regression in panel data. In: Nonstationary panels, panel cointegration, and dynamic panels (Advances in Econometrics, Vol. 15). Emerald Group Publishing Limited, Bingley, pp 179–222. https://doi.org/10.1016/S0731-9053(00)15007-8

  • Khan EU, Mainali B, Martin A, Silveira S (2014) Techno-economic analysis of small scale biogas based polygeneration systems: Bangladesh case study. Sustain Energy Technol Assess 7:68–78

    Article  Google Scholar 

  • Khandker LL, Amin SB, Khan F (2018) Renewable energy consumption and foreign direct investment: reports from Bangladesh. J Accounting Financ Econ 8(3):72–87

    Google Scholar 

  • Kumar, B. (2012). Theory of planned behaviour approach to understand the purchasing behaviour for environmentally sustainable products. W.P. No. 2012-12-08. Indian Institute of Management, Ahmedabad. Accessed through: http://vslir.iima.ac.in:8080/jspui/bitstream/11718/11429/1/2012-12-08Bipul.pdf

  • Lin B, Omoju OE, Okonkwo JU (2016) Factors influencing renewable electricity consumption in China. Renew Sustain Energy Rev 55:687–696

    Article  Google Scholar 

  • Mackres, E., Mentis, D. & Qehaja, A. (2019). Bhutan has achieved 100% electricity access. Here’s how. World Economic Forum. https://www.weforum.org/agenda/2019/02/in-afghanistan-bhutan-and-nepal-off-grid-renewables-bring-power-to-remote-villages/

  • Mahmood R, Amin SB (2018) Nexus between financial development and energy consumption: experience from Bangladesh. World Rev Bus Res 8(3):37–51

    Google Scholar 

  • Mark NC, Sul D (2003) Cointegration vector estimation by panel DOLS and long-run money demand. Oxford Bull Econ Stat 65(5):655–680

    Article  Google Scholar 

  • Masud MM, Al-Amin AQ, Junsheng H, Ahmed F, Yahaya SR, Akhtar R, Banna H (2016) Climate change issue and theory of planned behaviour: relationship by empirical evidence. J Clean Prod 113:613–623

    Article  Google Scholar 

  • McCoskey S, Kao C (1998) A residual-based test of the null of cointegration in panel data. Economet Rev 17:57–84

    Article  Google Scholar 

  • Mittal S, Ahlgren EO, Shukla PR (2018) Barriers to biogas dissemination in India: a review. Energy Policy 112:361–370

    Article  CAS  Google Scholar 

  • Nabi, M. S., 2019. Can Bangladesh meet its 10% renewable energy target by 2020? [Online] Available at: https://www.dhakatribune.com/bangladesh/power-energy/2019/01/12/can-bangladesh-meet-its-10-renewable-energy-target-by-2020

  • Pan X, Uddin MK, Han C, Pan X (2019) Dynamics of financial development, trade openness, technological innovation and energy intensity: evidence from Bangladesh. Energy 171:456–464

    Article  Google Scholar 

  • Panwar NL, Kaushik SC, Kothari S (2011) Role of renewable energy sources in environmental protection: a review. Renew Sustain Energy Rev 15(3):1513–1524

    Article  Google Scholar 

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Economet 22:265–312

    Article  Google Scholar 

  • Pesaran MH, Shin Y, Smith RP (1999) Pooled mean group estimation of dynamic heterogeneous panels. J Am Stat Assoc 94(446):621–634

    Article  Google Scholar 

  • Pesaran MH (2004) General diagnostic tests for cross section dependence in panels, CESifo Working Paper, No. 1229, Center for Economic Studies and ifo Institute (CESifo), Munich. https://www.econstor.eu/handle/10419/18868

  • Rafiq S, Bloch H (2016) Explaining commodity prices through asymmetric oil shocks: evidence from nonlinear models. Resour Policy 50:34–48

    Article  Google Scholar 

  • Rafiq S, Salim R, Apergis N (2016) Agriculture, trade openness and emissions: an empirical analysis and policy options. Australian J Agric Resour Econ 60(3):348–365

    Article  Google Scholar 

  • Rasoulinezhad E, Saboori B (2018) Panel estimation for renewable and non-renewable energy consumption, economic growth, CO2 emissions, the composite trade intensity, and financial openness of the commonwealth of independent states. Environ Sci Pollut Res 25(18):17354–17370

    Article  CAS  Google Scholar 

  • Raut RK, Das N, Kumar R (2018) Extending the theory of planned behaviour: impact of past behavioural biases on the investment decision of Indian investors. Asian J Bus Account 11(1):265–291

    Article  Google Scholar 

  • Rehermann F, Pablo-Romero M (2018) Economic growth and transport energy consumption in the Latin American and Caribbean countries. Energy Policy 122:518–527

    Article  Google Scholar 

  • Rehman SAU, Cai Y, Mirjat NH, Walasai GD, Nafees M (2019) Energy-environment-economy nexus in Pakistan: lessons from a PAK-TIMES model. Energy Policy 126:200–211

    Article  Google Scholar 

  • REN17 (2017) Renewables 2017 Global Status Report (Paris: REN21 Secretariat). Accessed through: https://www.ren21.net/wpcontent/uploads/2019/05/GSR2017_Full-Report_English.pdf

  • REN19 (2019) Renewables 2019 Global Status Report (Paris: REN21 Secretariat). Accessed through: https://www.ren21.net/wpcontent/uploads/2019/05/gsr_2019_full_report_en.pdf

  • Sadorsky P (2011) Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy 39(2):999–1006

    Article  Google Scholar 

  • Salim R, Rafiq S, Shafiei S, Yao Y (2019) Does urbanization increase pollutant emission and energy intensity? Evidence from some Asian developing economies. Appl Econ 51(36):4008–4024

    Article  Google Scholar 

  • Samour A, Baskaya M, Tursoy T (2022) The impact of financial development and FDI on renewable energy in the UAE: a path towards sustainable development. Sustainability 14(3):1208

    Article  Google Scholar 

  • Sarkodie SA, Strezov V (2018) Assessment of contribution of Australia’s energy production to CO2 emissions and environmental degradation using statistical dynamic approach. Sci Total Environ 639:888–899

    Article  CAS  Google Scholar 

  • Scholtens, B., & Veldhuis, R. (2015). How does the development of the financial industry advance renewable energy? A panel regression study of 198 countries over three decades. https://www.econstor.eu/bitstream/10419/113114/1/VfS_2015_pid_177.pdf

  • Schwab K (2018) The global competitiveness report 2018. In: World Economic Forum (Vol. 671). Accessed through: http://reports.weforum.org/global-competitiveness-report-2018/chapter-3-benchmarking-competitiveness-in-the-fourth-industrial-revolution-introducing-the-globalcompetitiveness-index-4-0/

  • Shahbaz M, Khan S, Tahir MI (2013) The dynamic links between energy consumption, economic growth, financial development and trade in China: fresh evidence from multivariate framework analysis. Energy Economics 40:8–21

    Article  Google Scholar 

  • Shukla AK, Sudhakar K, Baredar P (2017) Renewable energy resources in South Asian countries: challenges, policy and recommendations. Resour-Efficient Technol 3(3):342–346

    Article  Google Scholar 

  • Sinha, S., 2019. Here’s how India became a global clean energy powerhouse. [Online] Available at: https://www.weforum.org/agenda/2019/09/here-s-how-india-became-a-global-clean-energy-powerhouse/

  • Sonntag-O’Brien, V., & Usher, E. (2004). International Conference for Renewable Energies, Bonn, Germany. Accessed through: https://www.ren21.net/Portals/0/documents/irecs/renew2004/Mobilising%20Finance%20For%20Renewable%20Energies%20(fonte%20www.renewables2004.de).pdf

  • Topcu M, Payne JE (2018) Further evidence on the trade-energy consumption nexus in OECD countries. Energy Policy 117:160–165

    Article  Google Scholar 

  • Underwood PR (2012) Teacher beliefs and intentions regarding the instruction of English grammar under national curriculum reforms: a theory of planned behaviour perspective. Teach Teach Educ 28(6):911–925

    Article  Google Scholar 

  • UNDP, (2017). Sri Lanka on path to 100% renewable energy says a new joint report by UNDP and ADB. https://www.undp.org/content/undp/en/home/presscenter/articles/2017/08/16/sri-lanka-on-path-to-100-renewable-energy-says-new-report-by-undp-and-adb.html

  • Vijay, V. K., Kapoor, R., Trivedi, A., & Vijay, V. (2015) Biogas as clean fuel for cooking and transportation needs in India. In: Ravindra P (eds) Advances in Bioprocess Technology (pp. 257-275). Springer, Cham. https://doi.org/10.1007/978-3-319-17915-5_14

  • Wang Y, Liang J, Yang J, Ma X, Li X, Wu J, Feng Y (2019) Analysis of the environmental behavior of farmers for non-point source pollution control and management: an integration of the theory of planned behavior and the protection motivation theory. J Environ Manage 237:15–23

    Article  Google Scholar 

  • Westerlund J (2005) New simple tests for panel cointegration. Economet Rev 24:297–316

    Article  Google Scholar 

  • Westerlund J (2006) Reducing the size distortion of the panel LM test for cointegration. Econ Lett 90:384–438

    Article  Google Scholar 

  • Westerlund J (2008) Panel cointegration test of the Fisher effect. J Appl Economet 23(2):193–1023

    Article  Google Scholar 

  • Westerlund J, Edgerton D (2007) A panel bootstrap cointegration test. Econ Lett 97:185–190

    Article  Google Scholar 

  • Westerlund J, Thuraisamy K, Sharma S (2015) On the use of panel cointegration tests in energy economics. Energy Economics 50:359–363

    Article  Google Scholar 

  • Wilson C, Pettifor H, Chryssochoidis G (2018) Quantitative modelling of why and how homeowners decide to renovate energy efficiently. Appl Energy 212:1333–1344

    Article  Google Scholar 

  • World Development Indicators (WDI). Washington, DC. Accessed through: https://databank.worldbank.org/source/worlddevelopment-indicators

  • Wurgler J (2000) Financial markets and the allocation of capital. J Financ Econ 58(1–2):187–214

    Article  Google Scholar 

  • WWEA, 2019. Pakistan to set 30% plus 30% renewable energy target by 2030. [Online] Available at: https://wwindea.org/blog/2019/04/02/pakistan-to-set-30-plus-30-renewable-energy-target-by-2030/

  • Yazdi KS, Shakouri B (2017) The globalization, financial development, renewable energy, and economic growth. Energy Sources Part B 12(8):707–714

    Article  Google Scholar 

  • Yee CH, Al-Mulali U, Ling GM (2022) Intention towards renewable energy investments in Malaysia: extending theory of planned behaviour. Environ Sci Pollut Res 29(1):1021–1036

    Article  Google Scholar 

  • Zhang S, Liu X (2019) The roles of international tourism and renewable energy in environment: new evidence from Asian Countries. Renewable Energy 139:385–394

    Article  Google Scholar 

  • Zhao G, Ahmed RI, Ahmad N, Yan C, Usmani MS (2021) Prioritizing critical success factors for sustainable energy sector in China: a DEMATEL approach. Energy Strateg Rev 35:100635

    Article  Google Scholar 

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SA generated the idea of the paper, formulated theoretical framework, conducted empirical part, and supervised the paper. FK conducted the empirical part, reviewed literature, and prepared parts of the paper. MdR conducted the empirical part, reviewed literature, and prepared parts of the paper. All authors read and approved the final manuscript.

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Correspondence to Sakib Bin Amin.

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Amin, S.B., Khan, F. & Rahman, M.A. The relationship between financial development and renewable energy consumption in South Asian countries. Environ Sci Pollut Res 29, 58022–58036 (2022). https://doi.org/10.1007/s11356-022-19596-y

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