DETERMINANTS OF ENERGY CONSUMPTION: A REVIEW OF THE PHILIPPINE ENERGY SECTOR

Jesson Rey F. Sabado, Juan Miguel B. Albutra, Shella Mae P. Centino, Wilmer Brian C. Yap

Abstract


Energy is considered a vital component of economic growth and human development. When its availability is disrupted, several economic sectors could not function fully to its extent. Energy consumption is influenced by several variables that affect it directly or indirectly. This study was conducted to evaluate the impact of GDP, industrialization, urbanization, trade openness, financial development, and FDI on the energy consumption of the Philippines; and to present the trend of each variable from 1971 to 2014. Data on energy consumption, GDP, industrialization, urbanization, trade openness, financial development, and FDI of the Philippines from 1971 to 2014 were sourced from the World Development Indicators published by the World Bank. The Ordinary Least Squares (OLS) regression analysis was used to analyze and identify those factors that significantly affect the energy consumption of the Philippines. Results indicated that GDP, industrialization, urbanization, and financial development significantly affect the energy consumption of the Philippines. These determinants have p-values that are lower than the 5% significance level. Thus, this study provides the policy and decision-makers with ample information for decisive decision-making in the Philippine energy sector.

 

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energy consumption, GDP, industrialization, urbanization, trade openness, financial development, FDI

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References


Abidin, I. S. Z., Haseeb, M., Azam, M. and Islam, R. (2015). Foreign direct investment, financial Development, international trade and energy consumption: Panel data evidence from selected ASEAN Countries. International Journal of Energy Economics and Policy, [online] 5(3). Available at: https://www.researchgate.net/profile/Muhammad-Azam-Khan-2/publication/282272518_Foreign_Direct_Investment_Financial_Development_International_Trade_and_Energy_Consumption_Panel_Data_Evidence_from_Selected_ASEAN_Countries/links/5725803d08aef9c00b846d4d/Foreign-Direct-Investment-Financial-Development-International-Trade-and-Energy-Consumption-Panel-Data-Eviden ce-from-Selected-ASEAN-Countries.pdf

Adom, P. K. (2015). Asymmetric impacts of the determinants of energy intensity in Nigeria. Energy Economics, [online] 49, pp.570-580. Available at: https://www.sciencedirect.com/science/article/pii/S014098831500119X

Adom, P. K. and Kwakwa, P. A. (2014). Effects of changing trade structure and technical characteristics of the manufacturing sector on energy intensity in Ghana. Renewable and Sustainable Energy Reviews, [online] 35, pp.475-483. Available at: https://www.sciencedirect.com/science/article/abs/pii/S136403211400241X

Akbaz, Y. E. and Fuat, L. E. B. E. (2015). Effect of industrialization, financial development, economic growth and urbanization on energy consumption in Turkey: An evidence with multiple structural breaks. Ege Akademik Bakış Dergisi, [online] 15(2), pp.197-206. Available at: https://dergipark.org.tr/en/pub/eab/issue/39938/474500

Akinlo, A. E. (2008). Energy consumption and economic growth: Evidence from 11 Sub-Sahara African countries. Energy economics, [online] 30(5), pp.2391-2400. Available at: https://www.sciencedirect.com/science/article/pii/S014098830800025X

Alburo, F. A. (1998). Foreign direct investment in the Philippines amidst crisis and a new global environment. PIDS Policy Paper, [online] 98, p.15. Available at: https://dirp4.pids.gov.ph/ris/taps/tapspp9815.pdf

Aldaba, F. T. and Aldaba, R. M. (2010). Assessing the Spillover Effects of FDI to the Philippines. Philippine Institute for Development Studies, [online] Available at: https://pidswebs.pids.gov.ph/CDN/PUBLICATIONS/pidsdps1027.pdf

Alshehry, A. S. and Belloumi, M. (2015). Energy consumption, carbon dioxide emissions and economic growth: The case of Saudi Arabia. Renewable and Sustainable Energy Reviews, [online] 41, pp.237-247. Available at: https://www.sciencedirect.com/science/article/abs/pii/S1364032114006790

Amri, F. (2016). The relationship amongst energy consumption, foreign direct investment and output in developed and developing countries. Renewable and Sustainable Energy Reviews, [online] 64 pp.694-702. Available at: https://www.sciencedirect.com/science/article/abs/pii/S1364032116302970

Apergis, N. and Payne, J. E. (2010). Renewable energy consumption and economic growth: evidence from a panel of OECD countries. Energy policy, [online] 38(1), pp.656-660. Available at: https://www.sciencedirect.com/science/article/abs/pii/S0301421509006752

Apergis, N. and Payne, J. E. (2011). The renewable energy consumption–growth nexus in Central America. Applied Energy, [online] 88(1), pp.343-347. Available at: https://www.sciencedirect.com/science/article/abs/pii/S0306261910002825

Apergis, N. and Payne, J. E. (2012). Renewable and non-renewable energy consumption-growth nexus: Evidence from a panel error correction model. Energy economics, [online] 34(3), pp.733-738. Available at: https://www.sciencedirect.com/science/article/pii/S0140988311000909

Aqeel, A. and Butt, M. S. (2001). The relationship between energy consumption and economic growth in Pakistan. Asia-Pacific Development Journal, [online] 8(2), pp.101-110. Available at: https://www.unescap.org/sites/default/files/apdj-8-2-ResNote-1-AQEEL.pdf

Bekhet, H.A., Matar, A. and Yasmin, T. (2017). CO2 emissions, energy consumption, economic growth, and financial development in GCC countries: Dynamic simultaneous equation models. Renewable and Sustainable Energy Reviews, [online] 70, pp.117-132. Available at: https://www.sciencedirect.com/science/article/abs/pii/S136403211630853X

Bhattacharya, M., Churchill, S. A. and Paramati, S. R. (2017). The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions. Renewable Energy, [online] 111, pp.157-167. Available at: https://www.sciencedirect.com/science/article/pii/S0960148117302987

Bravo, M. R. (2017). Urbanization in the Philippines and its influence on agriculture. In Sustainable landscape planning in selected urban regions [online] (pp. 97-110). Springer, Tokyo. Available at: https://link.springer.com/chapter/10.1007/978-4-431-56445-4_9

Caraiani, C., Lungu, C. I. and Dascălu, C. (2015). Energy consumption and GDP causality: A three-step analysis for emerging European countries. Renewable and Sustainable Energy Reviews, [online] 44, pp.198-210. Available at: https://www.sciencedirect.com/science/article/pii/S1364032114010697

Chang, S. C. (2015). Effects of financial developments and income on energy consumption. International Review of Economics & Finance, [online] 35, pp.28-44. Available at: https://www.sciencedirect.com/science/article/pii /S1059056014001130

Charfeddine, L. and Khediri, K. B. (2016). Financial development and environmental quality in UAE: Cointegration with structural breaks. Renewable and Sustainable Energy Reviews, [online] 55, pp.1322-1335. Available at: https://www.researchgate.net/profile/Karim-Ben-Khediri/publication/280040438_Financial_development_and_envir onmental_quality_in_UAE_Cointegration_with_structural_breaks/links/60e77586b8c0d5588ce2ea25/Financial-development-and-environmental-quality-in-UAE-Cointegration-with-structural-breaks.pdf

Dalei, N. N. (2016). Determinants of energy consumption in open economies. Contemporary Issues in Trade, Environment and Policy, [online] pp.89-104. Available at: https://www.researchgate.net/profile/Narendra-Dalei/publication/306099265_Determinants_of_Energy_Consumption_in_Open_Economies/links/57b136a808ae15c76cba2b04/Determinants-of-Energy-Consumption-in-Open-Economies.pdf

Danmaraya, I. A. and Hassan, S. (2016). Electricity Consumption and Manufacturing Sector Productivity in Nigeria: An Autoregressive Distributed Lagbounds Testing Approach. International Journal of Energy Economics and Policy, [online] 6(2), pp.195-201. Available at: http://repo.uum.edu.my/25444/1/IJEEP%206%202%202016%20195%20201.pdf

Das, R. (2016). Towards understanding the determinants of household energy use: Exploring the role of individual, household, social, and physical characteristics on household electricity and gas use. [online] Doctoral dissertation. Ryerson University. Available at: https://digital.library.ryeron.ca/islandora/object/RULA%3A5642/datastream/OBJ/download/Towards_understanding_the_determinants_of_household_energy_use___exploring_the_role_of_individual__household__social__and_physical_characteristics_on_household_electricity_and_gas_use.pdf

De Dios, E. S. and Williamson, J. G. (2015). Deviant behavior: a century of Philippine industrialization. In Sustainable Economic Development [online] (pp. 371-400). Academic Press. Available at: https://www.econstor.eu/bitstream/10419/93539/1/742481026.pdf

Dedeoğlu, D. and Kaya, H. (2013). Energy use, exports, imports and GDP: New evidence from the OECD countries. Energy Policy, [online] 57, pp.469-476. Available at: https://www.sciencedirect.com/science/article/abs/pii/S0301421513001018

Denisova, V. (2020). Financial development and energy consumption: Evidence from Germany. International Journal of Energy Economics and Policy, [online] 10, 35-39. Available at: https://search.proquest.com/openview/c81ee8d16fc2f53ac1f0efa2b50c1b79/1?pq-origsite=gscholar&cbl=816340

Dohner, R. S. and Intal, P. (2007). Debt Crisis and Adjustment in the Philippines. In Developing country debt and the world economy [online] (pp.169-192). University of Chicago Press. Available at: https://www.nber.org/system/files/chapters/c7525/c7525.pdf

Dolan, R. E. ed. (1991). Philippines: A country study. Federal Research Division. [online] Available at: http://countrystudies.us/philippines/

Dudley, W. (2017). Benefits and challenges for globalization. Remarks for the Bombay Stock Exchange, [online] 11. Available at: https://www.bis.org/review/r170512c.htm

Energy Information Administration (2019). Today in Energy. [online] Available at https://www.eia.gov/todayinenergy/detail.php?id=41433

Energy Information Administration (2020). Philippines Overview. [online] Available at https://www.eia.gov/international/overview/country/PHL (CHINA)

Esso, L. J. (2010). Threshold cointegration and causality relationship between energy use and growth in seven African countries. Energy Economics, [online] 32(6), pp.1383-1391. Available at: https://www.sciencedirect.com/science/article/pii/S0140988310001246

Estiri, H. (2014). The impacts of household behaviors and housing choice on residential energy consumption. Doctoral dissertation. University of Washington. Available at: https://digital.lib.washington.edu/researchworks/bitstream/handle/1773/25399/Estiri_washington_0250E_12782.pdf?isAllowed=y&sequence=1

Fernandes, K. and Reddy, Y. V. (2020). Determinants of Energy Consumption in Newly Industrialised Countries of Asia. International Journal of Energy Economics and Policy, [online] 11(1), pp.93-100. Available at: https://www.researchgate.net/profile/Yv-Reddy-2/publication/34652153 9_Determinants_of_Energy_Consumption_In_Newly_Industrialised_Countries_of_Asia/links/5fc604444585152e9be85183/Determinants-of-Energy-Consumption-In-Newly-Industrialised-Countries-of-Asia.pdf

Fisher, F. M. and Kaysen, C. (1962). A Study in Econometrics: Residential Electricity Demand in the United States. Amsterdam: North Holland Publishing Co. [online] Available at: https://www.sciencedirect.com/science/article/pii/S0313592609500173

Gamoori, A., Jorjorzadeh, A. and Mehrabani, F. (2017). Investigation the links between foreign investment, economic growth and energy usage: Organization of the Islamic Conference Countries. International Journal of Energy Economics and Policy, [online] 7(2). Available at: http://zbw.eu/econisarchiv/bitstream/11159/1198/1/100505889X.pdf

Goertzen, M. (2017). Introduction to Quantitative Research and Data. [online] Available at: https://journals.ala.org/index.php/ltr/article/viewFile/6325/8274

Guinigundo, D. C. (2018). The globalisation experience and its challenges for the Philippine economy. BIS Paper, [online] (100q). Available at: https://www.elgaronline.com/view/edcoll/9781849804554/9781849804554.00009.xml

Gungor, H. and Simon, A. U. (2017). Energy consumption, finance and growth: the role of urbanization and industrialization in South Africa. International Journal of Energy Economics and Policy, [online] 7(3), pp.268-276. Available at: https://dergipark.org.tr/en/download/article-file/361789

Hassan, S. (2018). Long run energy demand and its determinants: A panel cointegration analysis of the Association of Southeast Asian Nations-5. International Journal of Energy Economics and Policy, [online] 8(4), p.270. Available at: http://repo.uum.edu.my/26510/1/IJEEP%208%204%202018%20270%20279.pdf

Hemmati, A. (2006). A change in energy intensity: test of relationship between energy intensity and income in Iran. Iranian Economic Review, [online] 11(15), pp.123-130. Available at: https://journals.ut.ac.ir/article_30852_0f44fa862e27da839c2814f66fa2e178.pdf

Hill, R. C., Griffiths, W., Lim, G. (2000). Principles of Econometrics. 4th Edition. John & Wiley Sons, Inc. [online] Available at: http://repositorii.urindo.ac.id/repository2/files/original/112377a4f88699ef6d0e6a0a9fc7150b2811c4f5.pdf

Ho, C. M., Nguyen, L. T., Vo, A. T. and Vo, D. H. (2021). Urbanization and the Consumption of Fossil Energy Sources in the Emerging Southeast Asian Countries. Environment and Urbanization ASIA, [online] 12(1), pp.90- 103. Available at: https://journals.sagepub.com/doi/abs/10.1177/0975425321990378

Hübler, M. (2011). Technology diffusion under contraction and convergence: A CGE analysis of China. Energy Economics, [online] 33(1), pp.131-142. Available at: https://www.ifw-kiel.de/fileadmin/Dateiverwaltung/IfW-Publications/Michael_Huebler/technology-diffusion-under-contraction-and-convergence-a-cge-analysis-of-china/technology-diffusion-under-contraction-and-convergence-a-cge-analysis-of-china.pdf

Hübler, M. and Keller, A. (2010). Energy savings via FDI? Empirical evidence from developing countries. Environment and Development economics, [online] pp.59-80. Available at: https://www.econstor.eu/bitstream/10419/4125/1/kap1393.pdf

Inglesi-Lotz, R. and Pouris, A. (2016). On the causality and determinants of energy and electricity demand in South Africa: A review. Energy Sources, Part B: Economics, Planning, and Policy, [online] 11(7), pp.626-636. Available at: https://repository.up.ac.za/bitstream/handle/2263/57402/InglesiLotz_On_2016.pdf?sequence=1

International Energy Agency (2015). Southeast Asia Energy Outlook 2015. [online] Available at: https://www.iea.org/publications/freepublications/publication/WEO2015_SouthEastAsia.pdf

IRENA Renewables Readiness Assessment (2017). Philippine Energy Situation. [online] Available at: http://aseanrenewables.info/wp-content/uploads/2013/07/PH-Philippines_Rev05.pdf

Kahsai, M. S., Nondo, C., Schaeffer, P. V. and Gebremedhin, T. G. (2012). Income level and the energy consumption–GDP nexus: Evidence from Sub-Saharan Africa. Energy Economics, [online] 34(3), pp.739-746. Available at: http://www.petervschaeffer.com/uploads/7/4/3/3/74334295/published_article.pdf

Karanfil, F. (2008). Energy consumption and economic growth revisited: Does the size of unrecorded economy matter?. Energy policy, [online] 36(8), pp.3029-3035. Available at: https://www.sciencedirect.com/science/article/abs/pii/S030142150800178X

Kemp, J. (2021). Urbanization and rising energy consumption: Kemp [online] Reuters. Available at https://www.reuters.com/article/us-global-energy-kemp-column-idUSKBN1XN239

Khraief, N., Shahbaz, M., Mallick, H. and Loganathan, N. (2018). Estimation of electricity demand function for Algeria: revisit of time series analysis. Renewable and Sustainable Energy Reviews, [online] 82, pp.4221-4234. Available at: https://mpra.ub.uni-muenchen.de/74870/1/MPRA_paper_74870.pdf

Kilian, L. (2008). The economic effects of energy price shocks. Journal of economic literature, 46(4), [online] pp.871-909. Available at: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.363.8562&rep=rep1&type=pdf

Komal, R. and Abbas, F. (2015). Linking financial development, economic growth and energy consumption in Pakistan. Renewable and Sustainable Energy Reviews, [online] 44, pp. 211-220. Available at: https://www.researchgate.net/profile/Faisal-Abbas/publication/270664014_Linking_financial_development_economic_growth_and_energy_consumption_in_Pakistan/links/5a285ef60f7e9b71dd0fee38/Linking-financial-development-economic-growth-and-energy-consumption-in-Pakistan.pdf

Kristjanpoller, W., Sierra, A. and Scavia, J. (2018). Dynamic co-movements between energy consumption and economic growth. A panel data and wavelet perspective. Energy Economics, [online] 72, pp.640-649. Available at: https://www.sciencedirect.com/science/article/pii/S0140988318301774

Kumar, R. R., Stauvermann, P. J., Loganathan, N. and Kumar, R. D. (2015). Exploring the role of energy, trade and financial development in explaining economic growth in South Africa: A revisit. Renewable and Sustainable Energy Reviews, [online] 52, pp.1300-1311. Available at: https://eprints.qut.edu.au/88919/7/__qut.edu.au_Documents_StudentHome_Group48%24_n8915148_Desktop_RSER-D-15-00704R1_accepted.pdf

Limei, M. and Xiao, Z. (2014). A spatial econometric approach to studying regional air pollution in China. China Economist, [online] 9(4), p.42. Available at: https://search.proquest.com/openview/193dd09475f7ffad2cb45384d10dfd32/1?pq-origsite=gscholar&cbl=1806366

Lin, B., Omoju, O. E. and Okonkwo, J. U. (2016). Factors influencing renewable electricity consumption in China. Renewable and Sustainable Energy Reviews, [online] 55, pp.687-696. Available at: https://www.academia.edu/download/50485748/Factors_influencing_renewable_electricity_consumption_in_China.pdf

Mahalik, M. K., Babu, M. S., Loganathan, N. and Shahbaz, M. (2017). Does financial development intensify energy consumption in Saudi Arabia?. Renewable and Sustainable Energy Reviews, [online] 75, pp.1022-1034. Available at: https://mpra.ub.uni-muenchen.de/74946/1/MPRA_paper_74946.pdf

Mahalik, M. K. and Mallick, H. (2014). Energy consumption, economic growth and financial development: exploring the empirical linkages for India. The Journal of Developing Areas, [online] pp.139-159. Available at: https://www.researchgate.net/profile/MantuMahalik/publication/265723010_Energy_Consumption_Economic_Growth_and_Financial_Development_Exploring_the_Empirical_Linkages_for_India/links/5b6e74a1a6fdcc87df713be0/Energy-Consumption-Economic-Growth-and-Financial-Development-Exploring-the-Empirical-Linkages-for-India.pdf

Mijares, R. (1999). Philippine Resiliency to the Asian Financial Crisis. RIM: Pacific Business and Industries, 43(1), [online] pp.28-40. Available at: https://www.jri.co.jp/english/periodical/rim/1999/RIMe199902philippines

Montes, M. F. (1987). Macroeconomic adjustment in the Philippines, 1983-85. [online] Available at: https://opendocs.ids.ac.uk/opendocs/bitstream/han dle/20.500.12413/3747/pidswp8701.pdf

Morelli, G. and Mele, M. (2020). Energy consumption, CO2 and economic growth nexus in Vietnam. International Journal of Energy Economics and Policy, [online] 10(2), p.443. Available at: https://search.proquest.com/openview/3dd30dc4fd6867ac06428acdf10c88a1/1?pq-origsite=gscholar&cbl=816340

Nasreen, S. and Anwar, S. (2014). Causal relationship between trade openness, economic growth and energy consumption: A panel data analysis of Asian countries. Energy Policy, [online] 69, pp.82-91. Available at: https://www.researchgate.net/profile/Sofia-Anwar/publication/261730737_Causal_relationship_between_trade_openness_economic_growth_and_energy_consumption_A_panel_data_analysis_of_Asian_countries/links/59eb9a8e0f7e9bfdeb704752/Causal-relationship-between-trade-openness-economic-growth-and-energy-consumption-A-panel-data-analysis-of-Asian-countries.pdf

Ngutsav, A. and Aor, R. (2014). Analysis of determinants of electricity consumption in Nigeria. The Nigerian Journal for Energy and Environmental Economics, [online] 6(1). Available at: http://cejsh.icm.edu.pl/cejsh/element/bwmeta1.element.cejsh-54e73024-f590-42ba-837f-18174c203670/c/05.pdf

Noland, M. (2000). The Philippines in the Asian financial crisis: how the sick man avoided pneumonia. Asian Survey, [online] 40(3), pp.401-412. Available at: https://mpra.ub.uni-muenchen.de/55665/1/MPRA_paper_55665.pdf

Osigwe, A. C. and Arawomo, D. F. (2015). Energy consumption, energy prices and economic growth: causal relationships based on error correction model. International journal of energy economics and policy, [online] 5(2). Available at: https://mpra.ub.uni-muenchen.de/82502/1/MPRA_paper_82502.pdf

Ouyang, Y. and Li, P. (2018). On the nexus of financial development, economic growth, and energy consumption in China: New perspective from a GMM panel VAR approach. Energy Economics, [online] 71, pp.238-252. Available at: https://www.sciencedirect.com/science/article/pii/S0140988318300732

Paramati, S. R., Alam, M. S. and Apergis, N. (2018). The role of stock markets on environmental degradation: A comparative study of developed and emerging market economies across the globe. Emerging Markets Review, [online] 35, pp.19-30. Available at: https://discovery.dundee.ac.uk/ws/files/20052625/Author_Accepted_Manuscript.pdf

Paramati, S. R., Bhattacharya, M., Ozturk, I. and Zakari, A. (2018). Determinants of energy demand in African frontier market economies: An empirical investigation. Energy, [online] 148, pp.123-133. Available at: http://openaccess.cag.edu.tr/xmlui/bitstream/handle/20.500.12507/496/%C4%B0lhan%20%C3%96ZT%C3%9CRK%20..pdf?sequence=1&IsAllowed=y

Paramati, S. R., Ummalla, M. and Apergis, N. (2016). The effect of foreign direct investment and stock market growth on clean energy use across a panel of emerging market economies. Energy Economics, [online] 56, pp.29-41. Available at: https://www.sciencedirect.com/science/article/pii/S0140988316300214

Paul, S. and Bhattacharya, R. N. (2004). Causality between energy consumption and economic growth in India: a note on conflicting results. Energy economics, [online] 26(6), pp.977-983. Available at: https://www.sciencedirect.com/science/article/pii/S014098830400060X

Pirlogea, C. and Cicea, C. (2012). Econometric perspective of the energy consumption and economic growth relation in European Union. Renewable and Sustainable Energy Reviews, [online] 16(8), pp.5718-5726. Available at: https://www.sciencedirect.com/science/article/abs/pii/S1364032112003905

Porio, E. E. (2009). Urban transition, poverty, and development in the Philippines. [online] Available at: https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1056&context=sa-faculty-pubs

Punam, C. P. and Ferreira, F. H. (2014). Africa's Pulse, October 2014 (No. 20870). [online] The World Bank. Available at: https://ideas.repec.org/p/wbk/wboper/20870.html

Rafindadi, A. A. (2015). Econometric prediction on the effects of financial development and trade openness on the German energy consumption: a startling revelation from the data set. [online] Available at: http://oer.udusok.edu.ng:8080/xmlui/bitstream/handle/123456789/582/German%20Energy%20paper.pdf?sequence=1

Rafindadi, A. A. and Ilhan, O. (2017). Dynamic effects of financial development, trade openness and economic growth on energy consumption: Evidence from South Africa. [online] Available at: https://dergipark.org.tr/en/download/article-file/361767

Ridzuan, A. R., Kamaluddin, M., Ismail, N. A., Razak, M. I. M. and Haron, N. F. (2020). Macroeconomic indicators for electrical consumption demand model in Malaysia. International Journal of Energy Economics and Policy, [online] 10(1), p.16. Available at: https://pdfs.semanticscholar.org/9875/5e62ecb93b0a7b205e8f07214b2fe8228aad.pdf

Riti, J. S., Shu, Y., Song, D. and Kamah, M. (2017). The contribution of energy use and financial development by source in climate change mitigation process: a global empirical perspective. Journal of cleaner production, [online] 148, pp.882-894. Available at: https://www.sciencedirect.com/science/article/abs/pii/S095965261730241X

Sadorsky, P. (2010). The impact of financial development on energy consumption in emerging economies. Energy policy, [online] 38(5), pp.2528-2535. Available at: https://www.researchgate.net/profile/Perry-Sadorsky/publication/223856516_The_Impact_of_Financial_Development_on_Energy_Consumption_in_Emerging_Economies/links/60f3075dfb568a7098b936cc/The-Impact-of-Financial-Development-on-Energy-Consumption-in-Emerging-Economies.pdf

Sadorsky, P. (2011). Trade and energy consumption in the Middle East. Energy Economics, [online] 33(5), pp.739-749. Available at: https://www.researchgate.net/profile/Perry-Sadorsky/publication/254408585_Energy_Consumption_Output_and_Trade_in_South_America/links/60f304ee0859317dbdedb7e9/Energy-Consumption-Output-and-Trade-in-South-America.pdf

Sadorsky, P. (2012). Energy consumption, output and trade in South America. Energy Economics, [online] 34(2), pp.476-488. Available at: https://www.researchgate.net/profile/Perry-Sadorsky/publication/254408585_Energy_Consumption_Output_and_Trade_in_South_America/links/60f304ee0859317dbdedb7e9/Energy-Consumption-Output-and-Trade-in-South-America.pdf

Sadorsky, P. (2013). Trade and energy consumption in Central and Eastern European frontier economies. Energy Policy, [online] 21(2), pp.432-468. Available at: https://www.researchgate.net/profile/Alireza-Jorjor-Zadeh/publication/324542807_International_Journal_of_Energy_Economics_and_Policy_Investigation_the_Links_between_Foreign_Investment_Economic_Growth_and_Energy_Usage_Organization_of_the_Islamic_Conference_Countries/links/5ad49992458515c60f5450bf/International-Journal-of-Energy-Economics-and-Policy-Investigation-the-Links-between-Foreign-Investment-Economic-Growth-and-Energy-Usage-Organizatio n-of-the-Islamic-Conference-Countries.pdf

Saud, S., Baloch, M. A. and Lodhi, R. N. (2018). The nexus between energy consumption and financial development: estimating the role of globalization in Next-11 countries. Environmental Science and Pollution Research, [online] 25(19), pp.18651-18661. Available at: https://link.springer.com/article/10.1007/s11356-018-2069-0

Sbia, R., Shahbaz, M. and Hamdi, H. (2014). A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE. Economic modelling, [online] 36, pp.191-197. Available at: https://mpra.ub.uni-muenchen.de/48675/1/MPRA_paper_48675.pdf

Sehrawat, M., Giri, A. K. and Mohapatra, G. (2015). The impact of financial development, economic growth and energy consumption on environmental degradation: Evidence from India. Management of Environmental Quality: An International Journal. [online] Available at: https://www.researchgate.net/profile/Arun-Giri3/publication/280740725_The_impact_of_financial_development_economic_growth_and_energy_consumption_on_environmental_degradation_Evidence_from_India/links/57f5f6dd08ae8da3ce553d6a/The-impact-of-financial-development -economic-growth-and-energy-consumption-on-environmental-degradation-Evidence-from-India.pdf

Shahbaz, M., Khan, S. and Tahir, M. I. (2013). The dynamic links between energy consumption, economic growth, financial development and trade in China: fresh evidence from multivariate framework analysis. Energy economics, [online] 40, pp.8-21. Available at: https://www.sciencedirect.com/science/article/pii/S0140988313001199

Shahbaz, M. and Lean, H. H. (2012). Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia. Energy policy, [online] 40, pp.473-479. Available at: https://www.academia.edu/download/31523252/430-8588784333043057058.pdf

Shahbaz, M., Loganathan, N., Zeshan, M. and Zaman, K. (2015). Does renewable energy consumption add in economic growth? An application of auto-regressive distributed lag model in Pakistan. Renewable and Sustainable Energy Reviews, [online] 44, pp.576-585. Available at: https://www.sciencedirect.com/science/article/pii/S1364032115000271

Shahbaz, M., Mallick, H., Mahalik, M. K. and Sadorsky, P. (2016). The role of globalization on the recent evolution of energy demand in India: Implications for sustainable development. Energy Economics, [online] 55, pp.52-68. Available at: https://mpra.ub.uni-muenchen.de/69127/1/MPRA_paper_69127.pdf

Shahbaz, M., Shahzad, S. J. H., Ahmad, N. and Alam, S. (2016). Financial development and environmental quality: the way forward. Energy Policy, [online] 98, pp.353-364. Available at: https://mpra.ub.uni-muenchen.de/74704/1/MPRA_paper_74704.pdf

Shahbaz, M., Van Hoang, T. H., Mahalik, M. K. and Roubaud, D. (2017). Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis. Energy Economics, [online] 63, pp.199-212. Available at: https://hal.archives-ouvertes.fr/hal-02148483/file/MPRA_paper_76527.pdf

Sicat, G. P. (1984). The Philippines in 1983: Economic Crisis in Perspective (pp. 247-265). ISEAS Publishing. [online] Available at: https://www.degruyter.com/document/doi/10.1355/9789812306746-016/html

Sicat, G. P. (2013). Four presidents and the record of foreign direct investment attraction. Per Se. [online] Available at: https://econ.upd.edu.ph/perse/?p=2809

Stewart, B. (2016). Simple Linear Regressions. Princeton. [online] Available at: https://scholar.princeton.edu/sites/default/files/bstewart/files/lecture5handout.pdf

Tang, C. F. (2009). Electricity consumption, income, foreign direct investment, and population in Malaysia. Journal of Economic Studies. [online] Available at: https://www.emerald.com/insight/content/doi/10.1108/01443580910973583/full/html?fullSc=1

Tetangco, O. M. (2005). The composition and management of capital flows in the Philippines. [online] Available at: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.6935

Tiglao, G. (2017). Did typhoons lead to martial law?. Manila Bulletin. [online] Available at https://www.pressreader.com/philippines/manilabulletin/201 70920/281805694106506

Ucan, O., Aricioglu, E. and Yucel, F. (2014). Energy consumption and economic growth nexus: Evidence from developed countries in Europe. International Journal of Energy Economics and Policy, [online] 4(3), p.411. Available at: https://www.researchgate.net/profile/Fatih-Yuecel/publication/279748780_Energy_Consumption_and_Economic_Growth_Nexus_Evidence_from_Developed_Countries_in_Europe/links/5598ffef08ae5d8f3934020b/Energy-Consumption-and-Economic-Growth-Nexus-Evidence-from-Developed-Countries-in-Europe.pdf

Rehman, H., Shah, S. N. H., Siddique, R. and Zeb, S. (2018). Determinants of Energy Consumption in Pakistan. [online] Available at: https://www.researchgate.net/profile/Haseeb-Rehman-11/publication/330666923_Determinants_of_Energy_Consumption_in_Pakistan/links/5c4de305299b12be3e80ab4/Determinants-of-Energy-Consumption-in-Pakistan.pdf

Vasseur, V., Marique, A. F. and Udalov, V. (2019). A conceptual framework to understand households’ energy consumption. Energies, [online] 12(22), p.4250. Available at: https://www.mdpi.com/1996-1073/12/22/4250/pdf

Wahid, F., Ullah, H., Ali, S., Jan, S. A., Ali, A., Khan, A., Khan, I. A. and Bibi, M., (2021). The Determinants and Forecasting of Electricity Consumption in Pakistan. International Journal of Energy Economics and Policy, [online] 11(1), pp.241-248. Available at: https://www.researchgate.net/profile/Sher-Ali-14/publication/346969248_International_Journal_of_Energy_Economics_and_Policy_The_Determinants_and_Forecasting_of_Electricity_Consumption_in_Pakistan/links/5fd5e1b1a6fdccdcb8c076ff/International-Journal-of-Energy-Economics-and-Policy-The-Determinants-and-Forecasting-of-Electricity-Consumption-in-Pakistan.pdf

Wang, Q., Su, M., Li, R. and Ponce, P. (2019). The effects of energy prices, urbanization and economic growth on energy consumption per capita in 186 countries. Journal of cleaner production, [online] 225, pp.1017-1032. Available at: https://www.sciencedirect.com/science/article/abs/pii/S0959652619310765

World Bank, (2021). World Development Indicators. [online] Available at: https://databank.worldbank.org/source/world-development-indicators

Yue, S., Lu, R., Shen, Y. and Chen, H. (2019). How does financial development affect energy consumption? Evidence from 21 transitional countries. Energy Policy, [online] 130, pp.253-262. Available at: https:// www.sciencedirect.com/science/article/pii/S0301421519301946

Zeng, S., Liu, Y., Ding, J. and Xu, D. (2020). An Empirical Analysis of Energy Consumption, FDI and High Quality Development Based on Time Series Data of Zhejiang Province. International journal of environmental research and public health, [online] 17(9), p.3321. Available at: https://www.mdpi.com/1660-4601/17/9/3321/pdf

Zhou, W., Zhu, B., Chen, D., Griffy-Brown, C., Ma, Y. and Fei, W. (2012). Energy consumption patterns in the process of China’s urbanization. Population and Environment, [online] 33(2), pp.202-220. Available at: https://www.researchgate.net/profile/Wenji-Zhou/publication/251300499_Energy_consumption_patterns_in_the_process_of_China's_urbanization/links/0c96053b9f9802d9b8000000/Energy-consumption-patterns-in-the-process-of-Chinas-urbanization.pdf




DOI: http://dx.doi.org/10.46827/ejefr.v6i3.1323

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