Abstract
A large number of studies evidenced the role of energy on growth and renewable energy as a cleaner input, which is the need of the hour as because of population and growth, the energy demand is on the rise in South Asia region. This study scrutinizes the quadratic effect of the non-renewable and renewable energy consumption mix and its impact on sustainable development while controlling for trade openness, development expenditures and industrialization. This study resorts to feasible generalized least squared model for the estimation of quadratic function for five SAARC countries between 1990 and 2017. The results show that the non-renewable-to-renewable energy mix ratio follows an inverted U-shaped relationship with HDI. Further renewable energy must be significantly higher than non-renewable energy in order to ensure that it is development promoting.
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Notes
The normality test is done using panel skewness and kurtosis test proposed by Alejo et al. (2015) which checks the presence of skewness and kurtosis in overall data, in cross sections (within) and in time series (between).
Based on the law of large numbers, the sample is asymptotically normal (Lind et al. 2006).
Assuming independent variables are zero which only have effected the intercept values.
References
Aghion P, Howitt P (1990) A model of growth through creative destruction (No. w3223). National Bureau of Economic Research, Cambridge
Ahmed S, Mahmood A, Hasan A, Sidhu GAS, Butt MFU (2016) A comparative review of China, India and Pakistan renewable energy sectors and sharing opportunities. Renew Sustain Energy Rev 57:216–225
Ahmed K, Rehman MU, Ozturk I (2017) What drives carbon dioxide emissions in the long-run? Evidence from selected South Asian Countries. Renew Sustain Energy Rev 70:1142–1153
Akhmat G, Zaman K (2013) Nuclear energy consumption, commercial energy consumption and economic growth in South Asia: bootstrap panel causality test. Renew Sustain Energy Rev 25:552–559
Alejo J, Galvao A, Montes-Rojas G, Sosa-Escudero W (2015) Tests for normality in linear pane data models (L. y. S. Centro de Estudios Distributivos, Trans.). La Palta
Al-mulali U, Lee JY, Mohammed AH, Sheau-Ting L (2013) Examining the link between energy consumption, carbon dioxide emission, and economic growth in Latin America and the Caribbean. Renew Sustain Energy Rev 26:42–48
Altinay G, Karagol E (2004) Structural break, unit root, and the causality between energy consumption and GDP in Turkey. Energy Econ 26(6):985–994
Ang JB (2007) CO2 emissions, energy consumption, and output in France. Energy Policy 35(10):4772–4778
Antweiler W, Copeland BR, Taylor MS (2001) Is free trade good for the environment? Am Econ Rev 91(4):877–908
Anwar A, Arshed N, Kousar N (2017) Renewable energy consumption and economic growth in member of OIC countries. Eur Online J Nat Soc Sci 6(1):111–129
Apergis N, Danuletiu DC (2014) Renewable energy and economic growth: evidence from the sign of panel long-run causality. Int J Energy Econ Policy 4(4):578–587
Apergis N, Payne JE (2010a) The emissions, energy consumption, and growth nexus: evidence from the commonwealth of independent states. Energy policy 38(1):650–655
Apergis N, Payne JE (2010b) Energy consumption and growth in South America: evidence from a panel error correction model. Energy Econ 32(6):1421–1426
Apergis N, Payne JE (2010c) Renewable energy consumption and economic growth: evidence from a panel of OECD countries. Energy Policy 38(1):656–660
Apergis N, Payne JE (2010d) Renewable energy consumption and growth in Eurasia. Energy Econ 32(6):1392–1397
Apergis N, Payne JE (2010e) Natural gas consumption and economic growth: a panel investigation of 67 countries. Appl Energy 87(8):2759–2763
Apergis N, Payne JE (2010f) A panel study of nuclear energy consumption and economic growth. Energy Econ 32(3):545–549
Apergis N, Payne JE (2010g) Coal consumption and economic growth: evidence from a panel of OECD countries. Energy Policy 38(3):1353–1359
Apergis N, Payne JE (2010h) The causal dynamics between coal consumption and growth: evidence from emerging market economies. Appl Energy 87(6):1972–1977
Apergis N, Payne JE (2012) Renewable and non-renewable energy consumption-growth nexus: evidence from a panel error correction model. Energy Econ 34(3):733–738
Apergis N, Payne JE (2014a) The causal dynamics between renewable energy, real GDP, emissions and oil prices: evidence from OECD countries. Appl Econ 46(36):4519–4525
Apergis N, Payne JE (2014b) A time varying coefficient approach to the renewable and non-renewable electricity consumption-growth nexus: evidence from a panel of emerging market economies. Energy Sour Part B 9(1):101–107
Apergis N, Salim R (2015) Renewable energy consumption and unemployment: evidence from a sample of 80 countries and nonlinear estimates. Appl Econ 47(52):5614–5633
Apergis N, Payne JE, Menyah K, Wolde-Rufael Y (2010) On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth. Ecol Econ 69(11):2255–2260
Apergis N, Chang T, Gupta R, Ziramba E (2016) Hydroelectricity consumption and economic growth nexus: evidence from a panel of ten largest hydroelectricity consumers. Renew Sustain Energy Rev 62:318–325
Arshed N (2015) Insignificant coefficient: useless or perfect variable?. Retrieved from https://nomanarshed.wordpress.com/2015/09/13/insignificant-coefficient-useless-or-perfect-variable/
Arshed N, Anwar A, Kousar N, Bukhari S (2018) Education enrollment level and income inequality: a case of SAARC economies. Soc Indic Res 140(3):1211–1224
Arshed N, Anwar A, Hassan MS, Bukhari S (2019) Education stock and its implication for income inequality: the case of Asian economies. Rev Develop Econ 23:1050–1066
Asghar MM, Wang Z, Wang B, Zaidi SAH (2020) Nonrenewable energy—environmental and health effects on human capital: empirical evidence from Pakistan. Environ Sci Pollut Research 27(3):1–17
Aslan A, Apergis N, Yildirim S (2014) Causality between energy consumption and GDP in the US: evidence from wavelet analysis. Front Energy 8(1):1–8
Asongu S (2012) On the effect of foreign aid on corruption. Econ Bull 32(3):2174–2180
Atkinson G, Dubourg R, Hamilton K, Munasinghe M, Pearce D, Young C (1997) Measuring sustainable development: macroeconomics and the environment. Edward Elgar Publishing Ltd, Cheltenham
Batliwala S, Reddy AK (1994) Energy consumption and population. In: Population: the complex reality. The Royal Society, London, pp 1–10
Beck N (2001) Time-series–cross-section data: what have we learned in the past few years? Annu Rev Polit Sci 4(1):271–293
Becker GS (1995) Human capital and poverty alleviation. Human Resources Development and Operations. HRO Working Papers; no. 52. Washington, DC: World Bank. Retrieved From: http://documents.worldbank.org/curated/en/121791468764735830/Human-capital-and-poverty-alleviation. Accessed 10 Feb 2018
Besley T, Burgess R (2003) Halving global poverty. J Econ Perspect 17(3):3–22
Bilgili F, Ozturk I (2015) Biomass energy and economic growth nexus in G7 countries: Evidence from dynamic panel data. Renew Sustain Energy Rev 49:132–138
Bosco B, Poggi A (2016) Government effectiveness, middle class and poverty in the EU: A dynamic multilevel analysis. University of Milan Bicocca, Department of Economics, Management and Statistics Working Paper No. 344. Retrieved from https://www.researchgate.net/profile/BrunoBosco/publication/304624274_GovernmentEffectiveness_Middle_Classand_Poverty_in_the_EU_A_Dynamic_MultilevelAnalyis/links/577500c808aead7ba06fbe66/Government-Effectiveness-Middle-Class-and-Poverty-in-the-EU-A-Dynamic-Multilevel-Analysis.pdf. Accessed 5 Feb 2018
Brook PJ, Smith S (2000) Energy services for the world’s poor: energy and development report 2000. World Bank Publications, Washington
Brundtland GH (1987) Report of the Brundtland commission: our common future. World commission on environment and development. Oxford University Press, Oxford
Bugaje IM (2006) Renewable energy for sustainable development in Africa: a review. Renew Sustain Energy Rev 10(6):603–612
Cherniwchan J (2012) Economic growth, industrialization, and the environment. Resour Energy Econ 34(1):442–467
Cochran J, Mai T, Bazilian M (2014) Meta-analysis of high penetration renewable energy scenarios. Renew Sustain Energy Rev 29:246–253
Conte E, Monno V (2012) Beyond the buildingcentric approach: a vision for an integrated evaluation of sustainable buildings. Environ Impact Assess Rev 34:31–40
Dadgara Y, Nazari R (2017) The impact of good governance on environmental pollution in South West Asian Countries. Iranian J Econ Stud 5(1):49–63
Deyshappria R (2018) Globalization-poverty nexuses: evidences from cross-country analysis. Empir Econ Rev 1(1):25–48
Dogan E (2015) The relationship between economic growth and electricity consumption from renewable and non-renewable sources: a study of Turkey. Renew Sustain Energy Rev 52:534–546
EC (2009) Directive 2009/28/EC of the European parliament and of the council of 23 April 2009 on the promotion of the use of energy from renewable sources and amending and subsequently repealing Directives 2001/77/EC and 2003/30/EC. Retrieved from
Eden SH, Jin JC (1992) Cointegration tests of energy consumption, income, and employment. Resour Energy 14(3):259–266
Eiras A, Schaefer B (2001) Trade: the best way to protect the environment. The Heritage Foundation, Washington, p 1480
Fais B, Sabio N, Strachan N (2016) The critical role of the industrial sector in reaching long-term emission reduction, energy efficiency and renewable targets. Appl Energy 162:699–712
Fan LS (2011) Chemical looping systems for fossil energy conversions. Wiley, Hoboken
Fang Y (2011) Economic welfare impacts from renewable energy consumption: the China experience. Renew Sustain Energy Rev 15(9):5120–5128
Farrell N, Lyons S (2015) Who should pay for renewable energy? Comparing the household impacts of different policy mechanisms in Ireland. Energy Res Soc Sci 7:31–42
Giddens A (1994) Living in a post-traditional society. Reflex Modern Polit Trad Aesthet Mod Soc Order 56:100
Gutermuth PG (1998) Financial measures by the state for the enhanced deployment of renewable energies. Sol Energy 64(1–3):67–78
Gylfason T (2001) Natural resources, education, and economic development. Eur Econ Rev 45(4–6):847–859
Hamit-Haggar M (2016) Clean energy-growth nexus in sub-Saharan Africa: evidence from cross-sectionally dependent heterogeneous panel with structural breaks. Renew Sustain Energy Rev 57:1237–1244
Hanif I (2018) Energy consumption habits and human health nexus in Sub-Saharan Africa. Environ Sci Pollut Res 25(22):21701–21712
Hanif I, Raza SMF, Gago-de-Santos P, Abbas Q (2019a) Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: some empirical evidence. Energy 171:493–501
Hanif N, Arshed N, Aziz O (2019b) On interaction of the energy: human capital Kuznets curve?. Environ Dev Sustain. https://doi.org/10.1007/s10668-019-00536-9
Hasan R, Quibria MG, Kim Y (2003) Poverty and economic freedom: evidence from cross country data. East–West center Working Paper No. 60, East West Center. Online Available at https://www.researchgate.net/publication/5021345_Poverty_and_-Economic_Freedom_Evidence_from_Cross-Country_Data. Accessed 10 Feb 2018
Hassan MS, Bukhari S, Arshed N (2020) Competitiveness, governance and globalization: what matters for poverty alleviation? Environ Dev Sustain 22(4):1–28
Hayes AF (2017) Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. Guilford Publications, New York
HDR (2016) Human development report 2016—human development for everyone. United Nations Development Program. Retrieved from http://www.hdr.undp.org/sites/default/files/2016_human_development_report.pdf
Inglesi-Lotz R (2016) The impact of renewable energy consumption to economic growth: A panel data application. Energy Econ 53:58–63
IPCC (2014) Summary for policymakers. In: Edenhofer O, Pichs-Madruga R, Sokona Y, Farahani E, Kadner S, Seyboth K, Adler A, Baum I, Brunner S, Eickemeier P, Kriemann B, Savolainen J, Schlömer S, von Stechow C, Zwickel T, Minx JC (eds) Climate change 2014 mitigation of climate change contribution of working group III to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
IPCC (Intergovernmental Panel on Climate Change) (2007) Climate change 2007. Synthesis report. A contribution of Working Groups I, II, and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK
Iqbal, M. (2018). Disaggregated GDP and Carbon Emission – Testing Non-Linearity for Selected HDR Listed Countries. MS Economics Thesis, University of Management and Technology Lahore Pakistan
IRENA (2016) Unlocking renewable energy investment: the role of risk mitigation and structured finance. International renewable energy agency. Retrieved from https://www.irena.org/documentdownloads/publications/irena_risk_mitigation_and_structured_finance_2016.pdf
Islam N, Yokota K (2008) Lewis growth model and China’s industrialization. Asian Econ J 22(4):359–396
IUCN (2019) Marine life, fisheries increasingly threatened as the ocean loses oxygen—IUCN report. Available at https://www.iucn.org/news/marine-and-polar/201912/marine-life-fisheries-increasingly-threatened-ocean-loses-oxygen-iucn-report
Jalil A, Mahmud SF (2009) Environment Kuznets curve for CO2 emissions: a cointegration analysis for China. Energy Policy 37(12):5167–5172
Joshi S (2004) Tertiary sector-driven growth in India: impact on employment and poverty. Econo Politi Wkly 39(37):4175–4178
Jung S, Cho SH, Roberts RK (2015) The impact of government funding of poverty reduction programmes. Papers Reg Sci 94(3):653–675
Kaygusuz K (2007) Energy for sustainable development: key issues and challenges. Energy Sour Part B 2(1):73–83
Kaygusuz K, Yüksek Ö, Sari A (2007) Renewable energy sources in the European Union: markets and capacity. Energy Sour Part B 2(1):19–29
Kmenta J (1986) Elements of econometrics, 2nd edn. McMillan, New York
Koçak E, Şarkgüneşi A (2017) The renewable energy and economic growth nexus in Black Sea and Balkan countries. Energy Policy 100:51–57
Kuznets S (1955) Quantitative aspects of economic growth of nations—1. Econ Dev Cult Change 5(1):1–94
Laabas B, Limam I (2004) Impact of public policies on poverty, income distribution and growth. IFPRI/API collaborative research project. Retrieved from http://168.187.58.22/images/publication/pdfs/264/264_wps0401.pdf. Accessed 10 Feb 2018
Lean HH, Smyth R (2010) CO2 emissions, electricity consumption and output in ASEAN. Appl Energy 87(6):1858–1864
Lee CC, Chang CP, Chen PF (2008) Do CO2 emission levels converge among 21 OECD countries? New evidence from unit root structural break tests. Appl Econ Lett 15(7):551–556
Lind DA, Marchal WG, Wathen SA (2006) Basic statistics for business & economics. McGraw-Hill/Irwin, Boston
Mankiw NG, Romer D, Weil DN (1992) A contribution to the empirics of economic growth. Q J Econ 107(2):407–437
Marrero GA (2010) Greenhouse gases emissions, growth and the energy mix in Europe. Energy Econ 32(6):1356–1363
Menegaki AN (2011) Growth and renewable energy in Europe: a random effect model with evidence for neutrality hypothesis. Energy Econ 33(2):257–263
Mikesell RF (1994) Sustainable development and mineral resources. Resour Policy 20(2):83–86
Moselle B, Moore S (2011) Climate change policy: time for plan B. Policy exchange. Retrieved from https://www.policyexchange.org.uk/wp-content/uploads/2016/09/climate-change-policy-time-for-plan-b-jun-11.pdf
Munasinghe M (2011) Addressing sustainable development and climate change together using sustainomics. Wiley Interdiscip Rev Climate Change 2(1):7–18
Musiba C (2014) The impact of government expenditure on pro poor sectors in reducing poverty: The case of Kibaha District (Doctoral dissertation). Retrieved From http://scholar.mzumbe.ac.tz/bitstream/handle/11192/360/MSc%20ECO-Dissertation-Crispin%20Musiba-2013.pdf?sequence = 1. Accessed 10 Feb 2018
NEP I (The National Energy Plan) (1977) Executive office of the president, energy policy and planning
Neumayer E (2007) Sustainability and well-being indicators. In: Human well-being. Palgrave Macmillan, London, pp 193–213
Novacheck J, Johnson JX (2015) The environmental and cost implications of solar energy preferences in Renewable Portfolio Standards. Energy Policy 86:250–261
Omay T, Apergis N, Özçelebi H (2015) Energy consumption and growth: new evidence from a non-linear panel and a sample of developing countries. Singapore Econ Rev 60(02):1550018
Pao HT, Tsai CM (2010) CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy 38(12):7850–7860
Parks RW (1967) Efficient estimation of a system of regression equations when disturbances are both serially and contemporaneously correlated. J Am Stat Assoc 62(318):500–509
Pedroni, P. (2008). Nonstationary panel data. Notes for IMF course (not publically available)
Pereira RN, Vicente AA (2010) Environmental impact of novel thermal and non-thermal technologies in food processing. Food Res Int 43(7):1936–1943
Pradhan BK, Mahesh M (2014) Impact of trade openness on poverty: a panel data analysis of a set of developing countries. Econ Bull 34(4):2208–2219
Qadir N, Majeed MT (2018) The impact of trade liberalization on health: evidence from Pakistan. Empir Econ Rev 1(1):71–108
Qadir U, Kemal MA, Mohsin HM, Akhtar MR (2000) Impact of trade reforms on poverty [with comments]. Pakistan Develop Rev, pp 1127–1137
Ravallion M, Chen S (2007) Absolute poverty measures for the developing world 1981–2004. The World Bank, Washington
Rostow WW (1956) The take-off into self-sustained growth. Econ J 66(261):25–48
Sadorsky P (2009a) Renewable energy consumption and income in emerging economies. Energy Policy 37(10):4021–4028
Sadorsky P (2009b) Renewable energy consumption, CO2 emissions and oil prices in the G7 countries. Energy Econ 31(3):456–462
Salem T, Kinab E (2015) Analysis of building-integrated photovoltaic systems: a case study of commercial buildings under Mediterranean Climate. Proc Eng 118:538–545
SEIA (2009) Green power superhighways: building a path to America’s clean energy future. Solar Energy Industries Association. Retrieved from https://www.wecanfigurethisout.org/ENERGY/Lecture_notes/Renewable_Distributed_Grid_Supporting_materials/greenpowersuperhighways.pdf
Shafii F (2008) Status of sustainable building in South-East Asia. Report prepared for SB08 Melbourne
Shahbaz M, Lean HH (2012) The dynamics of electricity consumption and economic growth: a revisit study of their causality in Pakistan. Energy 39(1):146–153
Shahbaz M, Zeshan M, Afza T (2012) Is energy consumption effective to spur economic growth in Pakistan? New evidence from bounds test to level relationships and Granger causality tests. Econ Model 29(6):2310–2319
Shahbaz M, Khan S, Tahir MI (2013a) The dynamic links between energy consumption, economic growth, financial development and trade in China: fresh evidence from multivariate framework analysis. Energy Econ 40:8–21
Shahbaz M, Lean HH, Farooq A (2013b) Natural gas consumption and economic growth in Pakistan. Renew Sustain Energy Rev 18:87–94
Shukla AK, Sudhakar K, Baredar P (2017) Renewable energy resources in South Asian countries: challenges, policy and recommendations. Resour Eff Technol 3(3):342–346
Solow RM (1957) Technical change and the aggregate production function. Rev Econ Stat, pp 312–320
Soukiazis E, Proença S, Cerqueira PA (2017) The interconnections between Renewable Energy, Economic Development and Environmental Pollution. A simultaneous equation system approach. CeBER Working Paper no 10. University of Coimbra. Retrieved from https://estudogeral.uc.pt/bitstream/10316/44017/1/Wp10.pdf
Sovacool BK, Dworkin MH (2015) Energy justice: conceptual insights and practical applications. Appl Energy 142:435–444
Steinberger JK, Roberts JT (2009) Across a moving threshold: energy, carbon and the efficiency of meeting global human development needs. Social Ecology Working Paper 114, Institute of Social Ecology. Retrieved from https://www.aau.at/wp-content/uploads/2016/11/working-paper-114-web.pdf
Stiglitz JE (2002) Towards a new paradigm for development: strategies, policies and processes. Prebisch Lecture 1998. Retrieved from https://academiccommons.columbia.edu/doi/10.7916/D8MC98VB
Tiwari AK, Apergis N, Olayeni OR (2015) Renewable and nonrenewable energy production and economic growth in sub-Saharan Africa: a hidden cointegration analysis. Appl Econ 47(9):861–882
Todaro MP, Smith SC (2003) Economic development, 8th edn. Pearson Addison Wesley, UK
Tugcu CT, Ozturk I, Aslan A (2012) Renewable and non-renewable energy consumption and economic growth relationship revisited: evidence from G7 countries. Energy Econ 34(6):1942–1950
UNIDO (1975). Lima Declaration and Plan of Action on Industrial Development and Co-operation. United Nations Industrial Development Organization. General Conference
UNIDO (1984) Annual report of the executive director, 1984. United Nations Industrial Development Organization, Vienna. Retrieved from https://www.unido.org/sites/default/files/2013-03/AnnualReport_1984_0.pdf
Wang S, Liu X (2017) China’s city-level energy-related CO2 emissions: spatiotemporal patterns and driving forces. Appl Energy 200:204–214
Wiser R, Pickle S (1997) Financing investments in renewable energy: the role of policy design and restructuring (No. LBNL-39826). Lawrence Berkeley National Lab., CA (United States)
Zeb R, Salar L, Awan U, Zaman K, Shahbaz M (2014) Causal links between renewable energy, environmental degradation and economic growth in selected SAARC countries: progress towards green economy. Renew Energy 71:123–132
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Zahid, T., Arshed, N., Munir, M. et al. Role of energy consumption preferences on human development: a study of SAARC region. Econ Change Restruct 54, 121–144 (2021). https://doi.org/10.1007/s10644-020-09279-4
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DOI: https://doi.org/10.1007/s10644-020-09279-4