Path Dependence in Energy System and Ecological Footprint in Pakistan: Evidence from Time Series Data

Authors

  • Abre-Rehmat Qurat-ul- Ann Lecturer, Department of Economics, University of Gujrat, Gujrat, Pakistan
  • Sana Noreen MPhil Economics, University of Gujrat, Pakistan

DOI:

https://doi.org/10.47067/reads.v8i2.450

Keywords:

Path Dependence, Energy Systems, Ecological Footprint, Biocapacity, Fossil Fuels

Abstract

Path dependence refers to the consumption of fossil fuels in energy production system. This study empirically examines the effect of path dependence in energy systems on ecological footprint of Pakistan from 1981-2014. Unit root test determines the integrated order of variables, while Auto-Regressive Distributed Lag model investigates the existence of a long-run association between variables. The negative and significant speed of adjustment coefficient ensures the adjustment of the model used in long run after unexpected shocks. Fossil fuel consumption significantly increases ecological footprint in Pakistan. If fossil fuel consumption increases by 1 percent, ecological footprint rises by 2.07 percent. Increase in biocapacity increases ecological footprint by 1.1 percent. Urbanization and population density significantly decrease ecological footprint as 1 percent increase in population density decreases ecological footprint by 0.96 percent and one percent rise in urbanization reduces ecological footprint by 3.28 percent. Foreign direct investment does not show any significant association with the ecological footprint. Standard diagnostic tests support the empirical results of the study and confirm that no heteroscedasticity and serial correlation exists. The policy implication is to implement measures to diminish the usage of fossil fuels in energy systems and increased usage of alternative and renewable energy sources. This can abate the burden on environment and biocapacity of Pakistan making it feasible to reduce ecological footprint levels in Pakistan.

References

Ahmed, Z., Wang, Z., Mahmood, F., Hafeez, M., & Ali, N. (2019). Does globalization increase the ecological footprint? Empirical evidence from Malaysia. Environmental Science and Pollution Research, 26(18), 18565-18582.

Alkhathlan, K., & Javid. M. (2015). Carbon Emissions and Oil Consumption in Saudi Arabia. Renewable and Sustainable Energy Reviews. 48, 105-111.

Alola, A. A., Arikewuyo, A. O., Ozad, B., Alola, U. V., & Arikewuyo, H. O. (2020). A drain or drench on biocapacity? Environmental account of fertility, marriage, and ICT in the USA and Canada. Environmental Science and Pollution Research, 27(4), 4032-4043.

Alola, A. A., Bekun, F. V., & Sarkodie, S. A. (2019). Dynamic impact of trade policy, economic growth, fertility rate, renewable and non-renewable energy consumption on ecological footprint in Europe. Science of the Total Environment, 685, 702-709.

Asici. A., & Acar. S. (2018). How Does Environmental Regulation Affect Production Location of non-Carbon Ecological Footprint? Journal of Cleaner Production. 178, 927-936.

Aydin, C., Esen, O., & Aydin, R. (2019). Is the ecological footprint related to the Kuznets curve a real process or rationalizing the ecological consequences of the affluence? Evidence from PSTR approach. Ecological Indicators, 98, 543–555.

Barbir, F., Veziro?lu, T. N., & Plass Jr, H. J. (1990). Environmental damage due to fossil fuels use. International journal of hydrogen energy, 15(10), 739-749.

Batool, M. & Jamil, M. (2016). Environmental Degradation in Developed and Developing Countries from the Stand Point of Financial Development and Institutional Quality. Pakistan Institute of Development Economics.

Bello, M. O., Solarin, S. A., & Yen, Y. Y. (2018). The impact of electricity consumption on CO2 emission, carbon footprint, water footprint and ecological footprint: the role of hydropower in an emerging economy. Journal of environmental management, 219, 218-230.

Cassidy, E. (2019). Which Countries Use the Most Fossil Fuels: World Resource Institute. Retrieved from www.wri.org.

Charfeddine, L. (2017). The impact of energy consumption and economic development on Ecological Footprint and CO2 emissions: Evidence from a Markov Switching Equilibrium Correction Model. Energy Economics, 65, 355–374.

Costanza, R. (2000). Social goals and the valuation of ecosystem services. Ecosystems, 4-10.

Costanza, R. (2000). The dynamics of the ecological footprint concept. Ecological economics, 32(3), 341-345.

Danish, Hassan, S.T., Baloch, M.A., Mahmood, N., & Zhang, J. (2019). Linking economic growth and ecological footprint through human capital and biocapacity. Sustainable Cities and Society.

Danish, Ulucak, R. & Khan, SU-Din. (2019). Determinants of the ecological footprint: Role of renewable energy, natural resources, and urbanization. Sustainable Cities and Society, 54,101996. doi: https://doi.org/10.1016/j.scs.2019.101996

Destek, M. A., & Sarkodie, S. A. (2019). Investigation of environmental Kuznets curve for ecological footprint: The role of energy and financial development. The Science of the Total Environment, 650, 2483–2489.

Destek, M. A., & Sinha, A. (2020). Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries. Journal of Cleaner Production, 242, 118537.

Destek, M. A., Balli. E., & Manga. M. (2016). The Relationship Between CO2 Emissions, Energy Consumption, Urbanization and Trade Openness for Selected ECCCs. Research in World Economy. (7).

Destek, M. A., Ulucak, R., & Dogan, E. (2018). Analyzing the environmental Kuznets curve for the EU countries: The role of ecological footprint. Environmental Science and Pollution Research, 25, 29387–29396.

Dincer, I. (1999). Environmental impacts of energy. Energy policy, 27(14), 845-854.

Ewing, B., Moore, D., Goldfinger, S., Oursler, A., Reed, A., & Wackernagel, M. (2010). Ecological Footprint Atlas 2010. Global Footprint Network, Oakland.

Galli, A., Kitzes, J., Wermer, P., Wackernagel, M., Niccolucci, V., & Tiezzi, E. (2007). An exploration of the mathematics behind the ecological footprint (pp. 249-256). Wit Press: Billerica, MA, USA.

Gokmenogolu, K. K., & Sadeghieh, M. (2019). Financial Development, CO2 Emissions, Fossil Fuel Consumption and Economic Growth: The Case of Turkey. Strategic Planning for Energy and Environment.

Haines, A., Kovtas, R.S., Campbell-Lendrum, D., & Corvalan, C. (2006). Climate Change and Human Health: Impacts, vulnerability and Public Health. Public Health, 120 (7), 585-596.

Hanif, I., Raza, S. M. F., Gago-de-Santos, P., & Abbas, Q. (2019). Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: some empirical evidence. Energy, 171, 493-501.

Hassan, S. T., Xia, E., Khan, N. H., & Shah, S. M. A. (2019). Economic growth, natural resources, and ecological footprints: Evidence from Pakistan. Environmental Science and Pollution Research, 26(3), 2929-2938.

Hidayatullah, N. A., Blagojce, S., & Kalam, A. (2011). Analysis of Distributed Generation Systems, Smart Grid Technologies and Future Motivators Influencing Change in The Electricity Sector. Scientific Research. 2, 216-229.

HDIP (Hydrocarbon Development Institute of Pakistan). (2018). Pakistan Energy Year Book. Ministry of Energy (Petroleum Division), Government of Pakistan.

Ibrahiem, D.M. & Hanafy, S.A. (2020). Dynamic linkages amongst ecological footprints, fossil fuel energy consumption and globalization: An empirical analysis, Management of Environmental Quality, 31, 6, 1549-1568. https://doi.org/10.1108/MEQ-02-2020-0029.

IEA (International Energy Agency). (2014). Energy Policies beyond IEA Countries. Morocco: Executive Summary and Key Recommendations. 9-11.

IEA (International Energy Agency). (2018). Greenhouse gas emissions from Energy. Annual Time series of GHG Emissions from energy, a major source of anthropogenic emissions.

IEA (2019), World Energy Outlook 2019, IEA, Paris https://www.iea.org/reports/world-energy-outlook-2019.

IPCC (2014). Climate Change 2014: Synthesis Report. Contribution of Working Groups 1, 2, 3 To the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, R.K. Pachauri and L.A Meyer (eds.)]. IPCC, Geneva, Switzerland, 151.

Isman, M., Archambault, M., Racette, P., Konga, C. N., Llaque, R. M., Lin, D., & Ouellet-Plamondon, C. M. (2018). Ecological Footprint assessment for targeting climate change mitigation in cities: A case study of 15 Canadian cities according to census metropolitan areas. Journal of Cleaner production, 174, 1032-1043.

Kitzes, J., Wackernagel, M., Loh, J., Peller, A., Goldfinger, S., Cheng, D., & Tea, K. (2008). Shrink and share: humanity's present and future Ecological Footprint. Philosophical Transactions of the Royal Society B: Biological Sciences, 363(1491), 467-475.

Lotfalipour, M. R., Falahi, M. A., & Ashena, M. (2010). Economic growth, CO2 emissions, and fossil fuels consumption in Iran. Energy, 35(12), 5115-5120.

Martins, F., Felgueiras, C., Smitkova, M., & Caetano, N. (2019). Analysis of fossil fuel energy consumption and environmental impacts in European countries. Energies, 12(6), 964.

Martins, F., Felguieras, C., & Smitkova, M. (2018). Fossil Fuel Energy Consumption in European Countries. Energy Procedia. 153. 107-111.

McDonald, G. W., & Patterson, M. G. (2004). Ecological footprints and interdependencies of New Zealand regions. Ecological Economics, 50(1-2), 49-67.

Monfreda, C., Wackernagel, M., & Deumling, D. (2004). Establishing national natural capital accounts based on detailed ecological footprint and biological capacity assessments. Land use policy, 21(3), 231-246.

Moniz, I. & Galindo, A. (2005). Urban Form and the Ecological Footprint of Community. The Case of Barcelona. Ecological Economics 55, 499-514.

Mrabet, Z., & Alsamara, M. (2016). Testing the Kuznets Curve hypothesis for Qatar: A comparison between carbon dioxide and ecological footprint. Renewable and Sustainable Energy Reviews, 70, 1366–1375.

Mrabet, Z., AlSamara, M., Hezam, & Jarallah, S. (2017). The impact of economic development on environmental degradation in Qatar. Environmental and Ecological Statistics, 24, 7–38.

Nathaniel, S. P. (2020a). Ecological footprint, energy use, trade, and urbanization linkage in Indonesia. GeoJournal, 1-14.

Nathaniel, S. P. (2020b). Modelling urbanization, trade flow, economic growth and energy consumption with regards to the environment in Nigeria. GeoJournal, 85(6), 1499-1513.

Nathaniel, S., Anyanwu, O., & Shah, M. (2020a). Renewable energy, urbanization, and ecological footprint in the Middle East and North Africa region. Environmental Science and Pollution Research, 1-13.

Nathaniel, S., Nwodo, O., Sharma, G., & Shah, M. (2020b). Renewable energy, urbanization, and ecological footprint linkage in CIVETS. Environmental Science and Pollution Research, 27(16), 19616-19629.doi:10.1007/s11356-020-08466-0.

National Footprint Account (NFA). (2017). Retrieved from https://api.footprintnetwork.org/v1/data/165/all/BCpc,EFCpc. National Footprint Accounts (NFA), 2017. Global Footprint network.

Global Footprint Network. (2010). Ecological footprint atlas 2010.Retrieved May, 25, 2014.

Global Footprint Network. (2015). Global footprint network. Retrieved from http://www.footprintnetwork.org/es/index.php/GFN.

Global Footprint Network. (2019). National Footprint Accounts Data. Global footprint network. Retrieved from http://www.footprintnetwork.org/es/index.php/GFN.

Ozturk, I., Al-Mulali, U., & Saboori, B. (2016). Investigating the environmental Kuznets curve hypothesis: the role of tourism and ecological footprint. Environmental Science and Pollution Research, 23(2), 1916-1928.

Perera, F. (2018). Pollution from Fossil Fuel Combustion is the Leading Environment Threat to Global Paediatric Health, And Equity Solutions Exist. International Journal of environment research and public health, 15 (1).

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289-326.

Rafique, M. and Rehman, S. (2017). National energy scenario of Pakistan: Current status, future alternatives, and institutional infrastructure: An overview. Renewable and Sustainable Energy Reviews.

Rashid, A., Irum, A., Malik, I. A., Ashraf, A., Rongqiong, L., & Liu, G. (2018). Ecological footprint of Rawalpindi; Pakistan’s first footprint analysis from urbanization perspective. Journal of Cleaner Production, 170, 362–368.

Rehman, I. & Ali, A. (2016). Impacts of Climate Change on the Energy Sector of Pakistan: With Focus on Punjab.

Rehman, S., Chen, S., Saleem, S., Saud, S. (2019). Nexus between Financial Development, Energy Consumption, Income Level, and Ecological Footprint in CEE Countries: do human capital and biocapacity matter? Environmental Science and Pollution Research. 26, 31856-31872.

Sarkodie, S. A., & Strezov, V. (2018). Empirical study of the environmental Kuznets curve and environmental sustainability curve hypothesis for Australia, China, Ghana and USA. Journal of cleaner production, 201, 98-110.

Saleem, M. W., Tahir, M. H., & Ashfaq, M. W. (2017). Fossil fuel-based Carbon footprint of Pakistan and its role towards sustainable development.

Saleem, N., Shujah-ur-Rahman, & Jun, Z. (2019). The Impact of Human Capital and Biocapacity on Environment: Environmental Quality Measure through Ecological Footprint and Greenhouse Gases. Journal of Pollution Effects and Control,7, 237.doi: 10.35248/2375-4397.19.7.237

Schaefer, F., Luksch, U., Steinbach, N., Cabeça, J., & Hanauer, J. (2006). Ecological Footprint and Biocapacity: The world’s ability to regenerate resources and absorb waste in a limited time period. Office for Official Publications of the European Communities: Luxembourg.

Sinha, A., & Bhattacharya, J. (2016). Environmental Kuznets curve estimation for NO2 emission: A case of Indian cities. Ecological Indicators, 67, 1-11.

Sinha, A., Shahbaz, M., & Balsalobre, D. (2017). Exploring the relationship between energy usage segregation and environmental degradation in N-11 countries. Journal of Cleaner Production, 168, 1217-1229.

Solarin, S. A. (2018). Convergence in CO2 Emissions, Carbon Footprint and Ecological Footprint: Evidence from OECD Countries. Environmental Science and Pollution Research, 6167–6181.

Solomon, N., Ozoemena, N., Sharma, G., & Shah, M. (2020). Renewable energy, urbanization, and ecological footprint linkage in CIVETS. Environmental Science and Pollution Research International, 27(16), 19616-19629.

Toderoiu, F. (2010). Ecological footprint and biocapacity–Methodology and regional and national dimensions. Agricultural Economics and Rural Development, 2, 213-238.

Ulucak, R., & Bilgili, F. (2018). A reinvestigation of EKC model by ecological footprint measurement for high-, middle- and low-income countries. Journal of cleaner production, 188, 144-157.

Ulucak, R., & Erdum, (2017). The Environment in Economic Growth Models, An Application Based On Ecological Footprint.

United Nation Development Programme. (2014), Human Development Report (2014). New York, United States of America.

Usman, O., Alola, A. A., & Sarkodie, S. A. (2020). Assessment of the role of renewable energy consumption and trade policy on environmental degradation using innovation accounting: Evidence from the US. Renewable Energy,150, 266-277.

Wang, J., & Dong, K. (2019). What drives environmental degradation? Evidence from 14 Sub-Saharan African countries. The Science of the Total Environment, 656, 165–173.

Wang, Y., Kang, L., Wu, X., & Xiao, Y. (2013). Estimating the environmental Kuznets curve for ecological footprint at the global level: A spatial econometric approach. Ecological Indicators, 34, 15–21.

World Bank. (2010). Annual Report 2010. Retrieved from, https://data.worldbank.org/handle/10986/4387.

WWF (World Wildlife Fund), 2006. Living Planet Report, Avenue du Mont-Blanc CH-1196 Gland, Switzerland.

WWF. 2012. Living Planet Report 2012. WWF International, Gland, Switzerland.

WWF, World Wildlife Fund, 2014. Living Planet Report, Avenue du Mont-Blanc CH-1196 Gland, Switzerland.

Downloads

Published

2022-06-30

How to Cite

Ann, A.-R. Q.- ul-., & Noreen, S. . (2022). Path Dependence in Energy System and Ecological Footprint in Pakistan: Evidence from Time Series Data. Review of Economics and Development Studies, 8(2), 183-201. https://doi.org/10.47067/reads.v8i2.450