The effects of energy poverty and renewable energy use on environmental degradation

Yıl 2023, Cilt: 16 Sayı: 2, 290 - 315, 31.12.2023

Baki Ateş , Melike Atay Polat

https://doi.org/10.17218/hititsbd.1265226

Öz

In this article, the interaction between environmental degradation and economic growth, renewable energy consumption and energy poverty has been investigated. Data from 47 African countries covering the years 2000-2019 were used in the study. For environmental degradation CO2, for economic growth GDP per capita, for renewable energy consumption the rate of renewable energy in total final energy consumption, for energy poverty households' access to clean energy data for cooking and the rate of access to electrical energy were used as an indicator. In this study, it is aimed to examine the effects of renewable energy consumption rate and energy poverty on the environment. According to the results of the applied quantile regression analysis, while the increase in the use of renewable energy have an improving effect on the environmental quality, the economic growth and energy poverty variables leads to the deterioration of the environmental quality.

Anahtar Kelimeler

Renewable Energy, Energy Poverty, Environmental Degradation, Carbon Emission, Quantile Regression

Enerji yoksulluğu ve yenilenebilir enerji kullanımının çevresel bozulmaya etkileri

Öz

Bu makalede çevresel bozulma ile ekonomik büyüme, yenilenebilir enerji tüketimi ve enerji yoksulluğu arasındaki etkileşim araştırılmıştır. Çalışmada 47 Afrika ülkesine ait 2000-2019 yıllarını kapsayan veriler kullanılmıştır. Çevresel bozulma göstergesi olarak CO2, ekonomik büyüme göstergesi olarak kişi başına GSYH, yenilenebilir enerji göstergesi olarak toplam nihai enerji tüketimi içindeki yenilenebilir enerji oranı ve enerji yoksulluğu göstergesi olarak pişirme için hane halklarının temiz enerjiye erişim oranı verileri ile elektrik enerjisine erişim oranı kullanılmıştır. Çalışmada yenilenebilir enerji tüketim oranının ve enerji yoksulluğunun çevre üzerindeki etkilerinin incelenmesi amaçlanmıştır. Uygulanan kantil regresyon analizi sonuçlarına göre yenilenebilir enerji kullanım oranındaki artışlar çevre kalitesi üzerinde iyileştirici bir etkiye sahipken ekonomik büyüme ve enerji yoksulluğu değişkenlerinin çevre kalitesi üzerinde negatif bir etki oluşturduğu bulunmuştur.

Anahtar Kelimeler

Yenilenebilir Enerji, Enerji Yoksulluğu, Çevresel Bozulma, Karbon Salınımı, Kantil Regresyon

Destekleyen Kurum

Yoktur

Kaynakça

• Abbas, K., Xu, D., Li, S. ve Baz, K. (2021). Health implications of household multidimensional energy poverty for women: A structural equation modeling technique. Energy ve Buildings, 234,110661. doi:10.1016/j.enbuild.2020.110661
• Akram, R., Chen, F., Khalid, F., Huang, G. ve Irfan, M. (2021). Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis. Energy, 215, 119019. doi: 10.1016/j.energy.2020.119019
• Alam, M. (2006). Economic Growth with Energy. Northeastern University, Boston: MPRA Paper No. 1260. Erişim adresi: https://mpra.ub.uni-muenchen.de/1260/1/MPRA_paper_1260.pdf
• Alper, F. ve Alper, A. (2017). Karbondioksit emisyonu, ekonomik büyüme, enerji tüketimi ilişkisi: Türkiye için bir ARDL sınır testi yaklaşımı. Sosyoekonomi, 25(33), 145-156. doi:10.17233/sosyoekonomi.292114
• Avrupa Komisyonu. (2023, 03 04). Energy. Energy poverty in the EU. Erişim adresi: https://energy.ec.europa.eu/topics/markets-and-consumers/energy-consumer-rights/energy-poverty-eu_en
• Baltagi, B. ve Hashem Pesaran, M. (2007). Heterogeneity and cross section dependence in panel data models: theory and applications introduction. Journal of Applied Econometrics, 22(2), 229-232. doi:10.1002/jae.955
• Bardazzi, R., Bortolotti, L. ve Pazienza, M. (2021). To eat and not to heat? Energy poverty and income inequality in Italian regions. Energy Research ve Social Science, 73, 101946. doi:10.1016/j.erss.2021.101946
• Barnes, D. ve Floor, W. (1996). Rural energy in developing countries: a challenge for economic development. Annual Review of Energy and the Environment, 21(1), 497-530. doi:10.1146/annurev.energy.21.1.497
• Bilgili, F., Ozturk, I., Kocak, E., Kuskaya, S. ve Cingoz, A. (2022). The nexus between access to electricity and CO2 damage in Asian Countries: The evidence from quantile regression models. Energy ve Buildings, 256, 111761. doi:10.1016/j.enbuild.2021.111761
• Birleşmiş Milletler. (2015). Transforming our world: The 2030 Agenda for Sustainable Development A/RES/70/1. UN General Assembly, New York. Erişim adresi:https://sdgs.un.org/2030agenda
• Birleşmiş Miletler. (2022). United Nations Department of Economic and Social Affairs . World Urbanization Prospects 2018. Erişim adresi:https://population.un.org/wup/Download/
• Boardman, B. (2010). Fixing fuel poverty: challenges and solutions. Earthscan
• Bouzarovski, S. ve Petrova, S. (2015). A global perspective on domestic energy deprivation: Overcoming the energy poverty–fuel poverty binary. Energy Research ve Social Science, 10, 31-40. doi:10.1016/j.erss.2015.06.007
• Bouzarovski, S., Petrova, S. ve Sarlamanov, R. (2012). Energy poverty policies in the EU: A critical perspective. Energy Policy, 49, 76-82. doi:10.1016/j.enpol.2012.01.033
• Brundtland, G. (1987). Report of the world commission on environment and development: our common future. Oslo. Erişim adresi: https://sustainabledevelopment.un.org/content/documents/5987our-common-future.pdf
• Canay, I. (2011). A simple approach to quantile regression for panel data. Econometrics Journal, 14, 368-386. doi:10.1111/j.1368-423X.2011.00349.x
• Canbay, Ş. (2019). Türkiye'de iktisadi büyüme ile yenilenebilir enerji tüketiminin çevre kirliliği üzerindeki etkileri. Maliye Dergisi, 176, 140-151. Erişim adresi: https://ms.hmb.gov.tr/uploads/2019/09/176-07.pdf
• Carbon Footprint. (2022). Carbon footprint warming. Climate change. Erişim adresi:https://www.carbonfootprint.com/warming.html
• Castaño-Rosa, R., Solís-Guzmán, J., Rubio-Bellido, C. ve Marrero, M. (2019). Towards a multiple-indicator approach to energy poverty in the European Union: A review. Energy ve Buildings, 193, 36-48. doi:10.1016/j.enbuild.2019.03.039
• Cheng, C., Ren, X., Wang, Z. ve Yan, C. (2019). Heterogeneous impacts of renewable energy and environmental patents on CO2 emission-Evidence from the BRIICS. Science of the Total Environment, 668, 1328-1338. doi:10.1016/j.scitotenv.2019.02.063
• Cohen, B. (2006). Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability. Technology in Society, 28(1-2), 63-80. doi:10.1016/j.techsoc.2005.10.005
• De Hoyos, R. ve Sarafidis, V. (2006). Testing for cross-sectional dependence in panel-data models. The Stata Journal, 6(4), 482-496. doi:10.1177/1536867X0600600403
• Demir, Y. ve Görür, Ç. (2020). OECD ülkelerine ait çeşitli enerji tüketimleri ve ekonomik büyüme arasindaki ilişkinin panel eşbütünleşme analizi ile incelenmesi. Ekoist: Journal of Econometrics and Statistics, 32, 15-33. doi:10.26650/ekoist.2020.32.0005
• Denis, D. (2021). Applied Univariate, Bivariate, and Multivariate Statistics: Understanding Statistics for Social and Natural Scientists, With Applications in SPSS and R (2 b.). John Wiley ve Sons, Inc. Erişim adresi: http://ndl.ethernet.edu.et/bitstream/123456789/28312/1/Daniel%20J.%20Denis_2016.pdf
• Diamond, I. ve Jefferies, J. (2019). Beginning statistics: an ıntroduction for social scientists (1 b.). SAGE Publications Ltd.
• Dimnwobi, S., Okere, K., Onuoha, F. ve Ekesiobi, C. (2022). Energy poverty, environmental degradation and agricultural productivity in Sub-Saharan Africa. Awka, Nigeria: African Governance and Development Institute. doi:10.1080/13504509.2022.2158957
• Dogan, E., Seker, F. ve Bulbul, S. (2017). Investigating the impacts of energy consumption, real GDP, tourism and trade on CO2 emissions by accounting for cross-sectional dependence: a panel study of OECD countries. Current Issues in Tourism, 20(16), 1701-1719. doi:10.1080/13683500.2015.1119103
• Dünya Sağlık Örgütü. (2006). Fuel for life: household energy and health. Cenevre, İşviçre: Dünya Sağlık Örgütü. Erişim adresi: https://apps.who.int/iris/bitstream/handle/10665/43421/9241563168_eng.pdf
• El-Katiri, L. (2014). The energy poverty nexus in the Middle East and North Africa. OPEC Energy Review, 38(3), 296-322. doi:10.1111/opec.12029
• Emek, Ö. F. ve Atay Polat, M. (2022). Enerji tüketimi, küreselleşme ve ekonomik büyüme arasindaki ilişki: seçilmiş yükselen piyasa ekonomileri için bir nedensellik analizi. İktisat Politikası Araştırmaları Dergisi, 9(2), 331-351. doi:10.26650/JEPR1087057
• Esily, R., Yuanying, C., Ibrahiem, D., Houssam, N., Makled, R. ve Chen, Y. (2023). Environmental benefits of energy poverty alleviation, renewable resources, and urbanization in North Africa. Utilities Policy, 82, 101561, 1-14. doi:10.1016/j.jup.2023.101561
• Forster, B. (1973). Optimal capital accumulation in a polluted environment. Southern Economic Journal, 39(4), 544-547. doi:10.2307/1056705
• Freeman, B. (2022). Closing the energy poverty gap in Africa using landfill gas. The Payne Institute Commentary Series: Commentary, 1-11. doi:10.25676/11124/15134
• Georgescu-Roegen, N. (1975). Energy and Economic Myths. Southern Economic Journal, 41(3) , 347-381. doi:10.2307/1056148
• Gujarati, D. (2004). Basic econometrics (4 b.). The McGraw-Hill Companies
• Halkos, G. ve Gkampoura, E.-C. (2021). Evaluating the effect of economic crisis on energy poverty in Europe. Renewable and Sustainable Energy Reviews, 144, 110981, 1-11. doi:10.1016/j.rser.2021.110981
• Hancı, G. (2014). Kredi Temerrüt Takaslari ve Bist-100 Arasindaki İlişkinin İncelenmesi. Maliye ve Finans Yazıları, 102, 9-22. Erişim adresi: https://dergipark.org.tr/en/download/article-file/412419
• Healy, J. ve Clinch, J. (2004). Quantifying the severity of fuel poverty, its relationship with poor housing and reasons for non-investment in energy-saving measures in Ireland. Energy Policy, 32(2), 207-220. doi:10.1016/S0301-4215(02)00265-3
• Hiemstra-van der Horst, G. ve Hovorka, A. (2008). Reassessing the ‘‘energy ladder’’: Household energy use in Maun, Botswana. Energy Policy, 36(9), 3333-3344. doi:10.1016/j.enpol.2008.05.006
• Hills, J. (2012). Getting the measure of fuel poverty: final report of the Fuel Poverty Review. London UK: Crown copyright. Erişim adresi: https://sticerd.lse.ac.uk/dps/case/cr/casereport72
• Huang, C.-H. ve Cai, D. (1994). Constant-returns endogenous growth with pollution control. Environmental and Resource Economics, 4(4), 383-400. doi:10.1007/BF00692231
• Uluslararası Enerji Ajansı. (2004). World energy outlook. Paris: OECD/IEA. Erişim adresi:https://www.iea.org/reports/world-energy-outlook-2004
• Inglesi-Lotz, R. ve Dogan, E. (2018). The role of renewable versus non-renewable energy to the level of CO2 emissions a panel analysis of sub-Saharan Africa's Βig 10 electricity generators. Renewable Energy,, 36-43. doi: https://doi.org/10.1016/j.renene.2018.02.041
• Hükümetlerarası İklim Değişikliği Paneli. (2014). Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Geneva, Switzerland : The Intergovernmental Panel on Climate Change (IPCC). Erişim adresi: https://www.ipcc.ch/report/ar5/syr/
• Uluslararası Yenilenebilir Enerji Ajansı. (2020). Global Renewables Outlook: Energy transformation 2050. Abu Dhabi: International Renewable Energy Agency. Erişim adresi:www.irena.org/publications
• Jack, J., Ogbanga, M. ve Odubo, T. (2018). Energy poverty and environmental sustainability challenges in Nigeria. Ilorin Journal of Sociology, 10(1), 19-31. Erişim adresi: https://www.researchgate.net/profile/Jackson-Jack
• Jebli, M., Youssef, S. ve Ozturk, I. (2016). Testing environmental Kuznets curve hypothesis: The role of renewable and non-renewable energy consumption and trade in OECD countries. Ecological Indicators, 60, 824-831. doi:10.1016/j.ecolind.2015.08.031
• Karpinska, L. ve Śmiech, S. (2020). Invisible energy poverty? Analysing housing costs in Central and Eastern Europe. Energy Research ve Social Science, 70, 101670. doi:10.1016/j.erss.2020.101670
• Khan, H., Khan, I. ve Binh, T. (2020). The heterogeneity of renewable energy consumption, carbon emission and financial development in the globe: a panel quantile regression approach. Energy Reports 6,, 859-867. doi:10.1016/j.egyr.2020.04.002
• Koçak, E., Ulucak, R., Dedeoğlu, M. ve Şentürk Ulucak, Z. (2019). Is there a trade-off between sustainable society targets in Sub-Saharan Africa? Sustainable Cities and Society, 51(101705). doi:10.1016/j.scs.2019.101705
• Koenker, R. (2004). Quantile regression for longitudinal data. Journal of Multivariate Analysis, 91, 74-89. doi: 10.1016/j.jmva.2004.05.006
• Koenker, R. ve Bassett Jr., G. (1978). Regression Quantiles. Econometrica, 46(1), 33-50. doi:10.2307/1913643
• Krautkraemer, J. (1985). Optimal growth, resource amenities and the preservation of natural environments. The Review of Economic Studies, 52(1), 153-170. doi: 10.2307/2297476
• Liddell, C. ve Morris, C. (2010). Fuel poverty and human health: A review of recent evidence. Energy Policy, 38(6), 2987-2997. doi:10.1016/j.enpol.2010.01.037
• Masron, T. ve Subramaniam, Y. (2019). Does poverty cause environmental degradation? Evidence from developing countries. Journal of Poverty, 23(1), 44-64. doi:10.1080/10875549.2018.1500969
• McCauley, D. (2017). Energy justice : re-balancing the trilemma of security, poverty and climate change. Cham, Switzerland: Palgrave Macmillan
• Meadows, D., Meadows, D., Randers, J. ve Behrens Ill, W. (1972). Limits to growth. New York: Universe Books
• Mete, E. (2021). Enerji tüketimi ve ekonomik büyüme ilişkisi: G7 ülkeleri örneği. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 35(4), 1481-1495. doi:10.16951/atauniiibd.938207
• Mirza, F., Sinha, A., Khan, J., Kalugina, O. ve Zafar, M. (2022). Impact of Energy Efficiency on CO2 Emissions: Empirical Evidence from Developing Countries. MPRA Paper No. 111923, 1-41.Erişim adresi: https://mpra.ub.uni-muenchen.de/111923/
• Monyei, C., Adewumi, A., Obolo, M. ve Sajou, B. (2018). Nigeria's energy poverty: Insights and implications for smart policies and framework towards a smart Nigeria electricity network. Renewable and Sustainable Energy Reviews, 81, 1582-1601. doi:10.1016/j.rser.2017.05.237
• Munasinghe, M. (2002). The sustainomics trans-disciplinary meta-framework for making development more sustainable: applications to energy issues. International Journal of Sustainable Development, 5(1-2), 125-182. doi:10.1504/IJSD.2002.002563
• Neacsa, A., Panait, M., Muresan, J. ve Voica, M. (2020). Energy poverty in European Union: Assessment difficulties, effects on the quality of life, mitigation measures. some evidences from Romania. Sustainability, 12(10), 4036. doi:10.3390/su12104036
• Opoku, E. ve Aluko, O. (2021). Heterogeneous effects of industrialization on the environment: evidence from panel quantile regression. Structural Change and Economic Dynamics, 59, 174-184. doi:10.1016/j.strueco.2021.08.015
• Pachauri, S. ve Spreng, D. (2004). Energy use and energy access in relation to poverty. Economic and Political weekly, 39(3), 271-278. Erişim adresi: https://www.jstor.org/stable/4414526
• Papada, L. ve Kaliampakos, D. (2016). Measuring energy poverty in Greece. Energy Policy, 94, 157–165. doi:10.1016/j.enpol.2016.04.004
• Pereira, M., Silva, N. ve Freitas , M. (2019). Energy transition: the nexus between poverty and CO2 emissions in Brazil. International Journal of Innovation and Sustainable Development, 13(3-4), 376-391. doi:10.1504/IJISD.2019.100398
• Pezzey, J. (1992). Sustainability: an interdisciplinary guide. Environmental Values, 1(4), 321-362. doi: 10.3197/096327192776680034
• Preston, I., White, V., Blacklaws, K. ve Hirsh, D. (2014). Fuel and poverty: A Rapid Evidence Assessment for the Joseph Rowntree Foundation. Bristol, UK: Centre for Sustainable Energy. Erişim adresi: https://centreforsustainableenergy.ams3.digitaloceanspaces.com/wp-content/uploads/2023/03/18215554/Fuel_and_poverty_review_June2014.pdf
• Pye, S., Dobbins, A., Baffert, C., Brajković, J., De Miglio, R. ve Deane, P. (2015). Energy poverty and vulnerable consumers in the energy sector across the EU: analysis of policies and measures. INSIGHT_E. Erişim adresi: https://energy.ec.europa.eu/publications/energy-poverty-and-vulnerable-consumers-energy-sector-across-eu-analysis-policies-and-measures_en
• Quito, B., del Río-Rama, M., Alvarez-García, J. ve Durán-Sánchez, A. (2022). Impacts of industrialization, renewable energy and urbanization on the global ecological footprint: A quantile regression approach. Business Strategy and the Environment, 1-13. doi:10.1002/bse.3203
• Robić, S., Rogulj, I. ve Ančić, B. (2018). Energy poverty in the Western Balkans: adjusting policy responses to socio-economic drivers. N. Simcock, H. Thomson, S. Petrova, ve S. Bouzarovski içinde, Energy Poverty and Vulnerability (s. 282). Routledge
• Sadath, A. ve Acharya, R. (2017). Assessing the extent and intensity of energy poverty using Multidimensional Energy Poverty Index: Empirical evidence from households in India. Energy Policy, 102, 540-550. doi:10.1016/j.enpol.2016.12.056
• Sancar, C. ve Atay Polat, M. (2021). CO2 emisyonları, ekonomik büyüme ve sağlık harcamaları ilişkisi: Türkiye ve seçilmiş ülke örnekleri için ampirik bir uygulama. MANAS Sosyal Araştırmalar Dergisi, 10(1), 236-252. doi:10.33206/mjss.748253
• Selçuk, I., Gölçek , A. ve Köktaş, A. (2019). Energy poverty in Turkey. Sosyoekonomi, 27(42), 283-299. doi:10.17233/sosyoekonomi.2019.04.15
• Smulders, S. ve Gradus, R. (1996). Pollution abatement and long-term growth. European Journal of Political Economy, 12(3), 505-532. doi: 10.1016/S0176-2680(96)00013-4
• Son, H. ve Yoon, S. (2020). Reducing energy poverty: Characteristics of household electricity use in Vietnam. Energy for Sustainable Development, 59, 62-70. doi:10.1016/j.esd.2020.08.007
• Sovacool , B. ve Drupady, I. (2012). Energy Access, Poverty, and Development: The Governance of Small-Scale Renewable Energy in Developing Asia. Surrey, England: Ashgate Publishing Limited
• Sovacool, B. (2012). The political economy of energy poverty: A review of key challenges. Energy for Sustainable Development, 16(3), 272-282. doi: 10.1016/j.esd.2012.05.006
• Sule, I., Yusuf, A. ve Salihu, M.-K. (2022). Impact of energy poverty on education inequality and infant mortality in some selected African countries. Energy Nexus, 5(16), 100034, 1-7. doi:10.1016/j.nexus.2021.100034
• Teyyare, E. (2018). Tasarruf-yatırım-kurumsal kalite ilişkisine yönelik bir analiz: Türkiye örneği. Bolu Abant İzzet Baysal Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 18(1), 119-139. doi:10.11616/asbed.v18i38800.459486
• Thomson, H. ve Snell, C. (2013). Quantifying the prevalence of fuel poverty across the European Union. Energy Policy, 52, 563–572. doi:10.1016/j.enpol.2012.10.009
• Thomson, H., Snell, C. ve Bouzarovski, S. (2017). Health, well-being and energy poverty in Europe: A comparative study of 32 European countries. International Journal of Environmental Research and Public Health, 14(6), 584. doi:10.3390/ijerph14060584
• Tian, F., Gao, J. ve Yang, K. (2018). A quantile regression approach to panel data analysis of health‐care expenditure in Organisation for Economic Co‐operation and Development countries. Health Economics, 27(12), 1921-1944. doi: 10.1002/hec.3811
• Tietenberg, T. ve Lewis, L. (2018). Environmental and natural resource economics (Eleventh Edition b.). New York: Routledge.
• Van Ewijk, C. ve Van Wijnbergen, S. (1995). Can abatement overcome the conflict between environment and economic growth? De Economist, 143(2), 197-216. doi:10.1007/BF01384535
• Waldmann, E. (2018). Quantile regression: A short story on how and why. Statistical Modelling, 18(3–4), 203-2018. doi:10.1177/1471082X18759142
• Wang, K., Wang, Y.-X., Li, K. ve Wei, Y.-M. (2015). Energy poverty in China: An index based comprehensive evaluation. Renewable and Sustainable Energy Reviews, 47, 308-323. doi:10.1016/j.rser.2015.03.041
• Wang, Q., Guo, J., Li, R., Mikhaylov, A. ve Moiseev, N. (2023). Does technical assistance alleviate energy poverty in sub-Saharan African countries? A new perspective on spatial spillover effects of technical assistance. Energy Strategy Reviews, 45, 101047, 1-9. doi:10.1016/j.esr.2022.101047
• Wang, S., Zeng, J. ve Liu, X. (2019). Examining the multiple impacts of technological progress on CO2 emissions in China: a panel quantile regression approach. Renewable and Sustainable Energy Reviews, 103, 140-150. doi:10.1016/j.rser.2018.12.046
• Wilkinson, P., Smith, K., Beevers, S., Tonne, C. ve Oreszczyn, T. (2007). Energy, energy effi ciency, and the built environment. Lancet, 370, 1175–87. doi:10.1016/S0140-6736(07)61255-0
• Wooldridge, J. (2019). Introductory econometrics (2 b.)
• Yan, D., Kong, Y., Ren, X., Shi, Y. ve Chiang, S. (2019). The determinants of urban sustainability in Chinese resource-based cities: A panel quantile regression approach. Science of the Total Environment, 686, 1210-1219. doi:10.1016/j.scitotenv.2019.05.386
• Yazici, B. ve Yolacan, S. (2007). A comparison of various tests of normality. Journal of Statistical Computation and Simulation, 77(2) , 175-183. doi:10.1080/10629360600678310
• Yip, A.-n., Mah, D.-y. ve Barber, L. (2020). Revealing hidden energy poverty in Hong Kong: a multi-dimensional framework for examining and understanding energy poverty. Local Environment, 25(7), 473-491. doi: 10.1080/13549839.2020.1778661
• Zakari, A., Adedoyin, F. ve Bekun, F. (2021). The effect of energy consumption on the environment in the OECD countries: economic policy uncertainty perspectives. Environmental Science and Pollution Research, 28(37), 52295-52305. doi:10.1007/s11356-021-14463-8
• Zhao, J., Jiang, Q., Dong, X. ve Dong, K. (2021). Assessing energy poverty and its effect on CO2 emissions: the case of China. Energy Economics, 97, 105191. doi:10.1016/j.eneco.2021.105191
• Zheng, W. ve Walsh, P. (2019). Economic growth, urbanization and energy consumption — A provincial level analysis of China. Energy Economics, 80, 153-162. doi:10.1016/j.eneco.2019.01.004