Consideration of the impact of the transition from a cash crop economy on the carbon footprint
DOI:
https://doi.org/10.15587/2706-5448.2023.286236Keywords:
Bangladesh, carbon footprint, environmental Kuznets curve, foreign direct investment, economic growth, gross value addedAbstract
The object of the study is the carbon footprint (CO2), which is skyrocketing despite augmented awareness of this issue and a growing willingness to act. The effects of climate change have recently become more severe and have garnered international attention. Recent discussion has focused on carbon footprint as one of the most urgent global issues facing all nations. The tradeoff between carbon footprint and economic growth for credible climate change measures is still understudied in terms of rigorous economic causal analysis. To comprehend the magnitude and speed of the transition away from an agricultural-based economy, it is necessary to quantify and compare the levels of carbon footprint associated with the agricultural, industrial, and service sectors of the country. In order to understand each economic sector's individual contributions to the overall carbon footprint and to assess the relationship between level of economic diversification and the levels of emissions, first identify the main factors and forces that have an impact on each sector's carbon footprint and then consider how the country's transition away from an agricultural-based economy has affected emissions in other economic sectors. This study investigates the impact of the economy's transition away from cash crops on carbon footprint, analyzes the conversion-affecting variables, and quantifies the significance applying the environmental Kuznets curve (EKC), and then regress the model. It is found that there is an inverted U-shaped pattern in the association between carbon footprint and each of industry, service, and manufacturing value added; agriculture, however, shows insignificant inverted U-shaped pattern. In addition, we discovered that every dependent variable – aside from the GDP contribution of agriculture – has a positive correlation with carbon footprint. Analysis revealed that improving agriculture results in lower carbon dioxide emissions. While the economic contributions of agriculture are more environmentally friendly, those of industry, services, and manufacturing leave carbon footprints behind to achieve sustainability, agricultural policy subsidies and deregulation may function as driving factors for the expansion of the cash crop economy. On the one hand, tax policy may be an effective instrument for boosting low-carbon energy consumption in the sector. It is presumptive that environmental phenomena, such as earthquakes, tsunamis, and flues, have not had a significant impact on the economy. This article is pertinent to the nations now dealing with significant environmental problems.
References
- Baumert, N., Kander, A., Jiborn, M., Kulionis, V., Nielsen, T. (2019). Global outsourcing of carbon emissions 1995–2009: A reassessment. Environmental Science&Policy, 92, 228–236. doi: https://doi.org/10.1016/j.envsci.2018.10.010
- Sachs, J., Schmidt-Traub, G., Kroll, C., Durand-Delacre, D., Teksoz, K. (2017). SDG index and dashboards report 2017. New York: Bertelsmann Stiftung and Sustainable Development Solutions Network, 490.
- Mitić, P., Munitlak Ivanović, O., Zdravković, A. (2017). A Cointegration Analysis of Real GDP and CO2 Emissions in Transitional Countries. Sustainability, 9 (4), 568. doi: https://doi.org/10.3390/su9040568
- Overview of Greenhouse Gases. US EPA. Us Epa. Available at: https://www.epa.gov/ghgemissions/overview-greenhouse-gases
- 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 (2014). Geneva IPCC, 151.
- Grossman, G. M., Krueger, A. B. (1995). Economic Growth and the Environment. The Quarterly Journal of Economics, 110 (2), 353–377. doi: https://doi.org/10.2307/2118443
- Hasan, M. M., Chongbo, W. (2020). Estimating energy-related CO2 emission growth in Bangladesh: The LMDI decomposition method approach. Energy Strategy Reviews, 32, 100565. doi: https://doi.org/10.1016/j.esr.2020.100565
- Bouznit, M., Pablo-Romero, M. del P. (2016). CO2 emission and economic growth in Algeria. Energy Policy, 96, 93–104. doi: https://doi.org/10.1016/j.enpol.2016.05.036
- Aftab, S., Ahmed, A., Chandio, A. A., Korankye, B. A., Ali, A., Fang, W. (2021). Modeling the nexus between carbon emissions, energy consumption, and economic progress in Pakistan: Evidence from cointegration and causality analysis. Energy Reports, 7, 4642–4658. doi: https://doi.org/10.1016/j.egyr.2021.07.020
- Cai, Y., Sam, C. Y., Chang, T. (2018). Nexus between clean energy consumption, economic growth and CO2 emissions. Journal of Cleaner Production, 182, 1001–1011. doi: https://doi.org/10.1016/j.jclepro.2018.02.035
- Salari, M., Javid, R. J., Noghanibehambari, H. (2021). The nexus between CO2 emissions, energy consumption, and economic growth in the U.S. Economic Analysis and Policy, 69, 182–194. doi: https://doi.org/10.1016/j.eap.2020.12.007
- Wasti, S. K. A., Zaidi, S. W. (2020). An empirical investigation between CO2 emission, energy consumption, trade liberalization and economic growth: A case of Kuwait. Journal of Building Engineering, 28, 101104. doi: https://doi.org/10.1016/j.jobe.2019.101104
- Valadkhani, A., Smyth, R., Nguyen, J. (2019). Effects of primary energy consumption on CO2 emissions under optimal thresholds: Evidence from sixty countries over the last half century. Energy Economics, 80, 680–690. doi: https://doi.org/10.1016/j.eneco.2019.02.010
- Rahman, M. M. (2017). Do population density, economic growth, energy use and exports adversely affect environmental quality in Asian populous countries? Renewable and Sustainable Energy Reviews, 77, 506–514. doi: https://doi.org/10.1016/j.rser.2017.04.041
- Shahbaz, M., Hye, Q. M. A., Tiwari, A. K., Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, 25, 109–121. doi: https://doi.org/10.1016/j.rser.2013.04.009
- Ang, J. B. (2008). Economic development, pollutant emissions and energy consumption in Malaysia. Journal of Policy Modeling, 30 (2), 271–278. doi: https://doi.org/10.1016/j.jpolmod.2007.04.010
- Islam, F., Muhammad Adnan Hye, Q., Shahbaz, M. (2012). Import‐economic growth nexus: ARDL approach to cointegration. Journal of Chinese Economic and Foreign Trade Studies, 5 (3), 194–214. doi: https://doi.org/10.1108/17544401211263964
- Saint Akadiri, S., Alola, A. A., Akadiri, A. C., Alola, U. V. (2019). Renewable energy consumption in EU-28 countries: Policy toward pollution mitigation and economic sustainability. Energy Policy, 132, 803–810. doi: https://doi.org/10.1016/j.enpol.2019.06.040
- You, W., Lv, Z. (2018). Spillover effects of economic globalization on CO2 emissions: A spatial panel approach. Energy Economics, 73, 248–257. doi: https://doi.org/10.1016/j.eneco.2018.05.016
- Heydari, A., Garcia, D. A., Keynia, F., Bisegna, F., Santoli, L. D. (2019). Renewable Energies Generation and Carbon Dioxide Emission Forecasting in Microgrids and National Grids using GRNN-GWO Methodology. Energy Procedia, 159, 154–159. doi: https://doi.org/10.1016/j.egypro.2018.12.044
- Hosseini, S. M., Saifoddin, A., Shirmohammadi, R., Aslani, A. (2019). Forecasting of CO2 emissions in Iran based on time series and regression analysis. Energy Reports, 5, 619–631. doi: https://doi.org/10.1016/j.egyr.2019.05.004
- Amarpuri, L., Yadav, N., Kumar, G., Agrawal, S. (2019). Prediction of CO2 emissions using deep learning hybrid approach: A Case Study in Indian Context. 2019 Twelfth International Conference on Contemporary Computing (IC3). doi: https://doi.org/10.1109/ic3.2019.8844902
- Moutinho, V., Madaleno, M., Elheddad, M. (2020). Determinants of the Environmental Kuznets Curve considering economic activity sector diversification in the OPEC countries. Journal of Cleaner Production, 271, 122642. doi: https://doi.org/10.1016/j.jclepro.2020.122642
- Sohag, K., Kalugina, O., Samargandi, N. (2019). Re-visiting environmental Kuznets curve: role of scale, composite, and technology factors in OECD countries. Environmental Science and Pollution Research, 26 (27), 27726–27737. doi: https://doi.org/10.1007/s11356-019-05965-7
- Murshed, M., Nurmakhanova, M., Elheddad, M., Ahmed, R. (2020). Value addition in the services sector and its heterogeneous impacts on CO2 emissions: revisiting the EKC hypothesis for the OPEC using panel spatial estimation techniques. Environmental Science and Pollution Research, 27 (31), 38951–38973. doi: https://doi.org/10.1007/s11356-020-09593-4
- Moutinho, V., Varum, C., Madaleno, M. (2017). How economic growth affects emissions? An investigation of the environmental Kuznets curve in Portuguese and Spanish economic activity sectors. Energy Policy, 106, 326–344. doi: https://doi.org/10.1016/j.enpol.2017.03.069
- Ramos, A. H., Madaleno, M., Amorim Varum, C. (2018). An Analysis of the Environmental Kuznets Curve (EKC) Hypothesis in Portugal: Sector Data and Innovation Effects. 2018 15th International Conference on the European Energy Market (EEM). doi: https://doi.org/10.1109/eem.2018.8469919
- Asumadu-Sarkodie, S., Owusu, P. A. (2016). The causal nexus between carbon dioxide emissions and agricultural ecosystem – an econometric approach. Environmental Science and Pollution Research, 24 (2), 1608–1618. doi: https://doi.org/10.1007/s11356-016-7908-2
- Liu, X., Zhang, S., Bae, J. (2017). The impact of renewable energy and agriculture on carbon dioxide emissions: Investigating the environmental Kuznets curve in four selected ASEAN countries. Journal of Cleaner Production, 164, 1239–1247. doi: https://doi.org/10.1016/j.jclepro.2017.07.086
- Appiah, K., Du, J., Poku, J. (2018). Causal relationship between agricultural production and carbon dioxide emissions in selected emerging economies. Environmental Science and Pollution Research, 25 (25), 24764–24777. doi: https://doi.org/10.1007/s11356-018-2523-z
- Waheed, R., Chang, D., Sarwar, S., Chen, W. (2018). Forest, agriculture, renewable energy, and CO2 emission. Journal of Cleaner Production, 172, 4231–4238. doi: https://doi.org/10.1016/j.jclepro.2017.10.287
- Ben Jebli, M., Ben Youssef, S. (2019). Combustible renewables and waste consumption, agriculture, CO2 emissions and economic growth in Brazil. Carbon Management, 10 (3), 309–321. doi: https://doi.org/10.1080/17583004.2019.1605482
- Ngarava, Zhou, Ayuk, Tatsvarei. (2019). Achieving Food Security in a Climate Change Environment: Considerations for Environmental Kuznets Curve Use in the South African Agricultural Sector. Climate, 7 (9), 108. doi: https://doi.org/10.3390/cli7090108
- Olanipekun, I. O., Olasehinde-Williams, G. O., Alao, R. O. (2019). Agriculture and environmental degradation in Africa: The role of income. Science of The Total Environment, 692, 60–67. doi: https://doi.org/10.1016/j.scitotenv.2019.07.129
- Qiao, H., Zheng, F., Jiang, H., Dong, K. (2019). The greenhouse effect of the agriculture-economic growth-renewable energy nexus: Evidence from G20 countries. Science of The Total Environment, 671, 722–731. doi: https://doi.org/10.1016/j.scitotenv.2019.03.336
- Sarkodie, S. A. (2018). The invisible hand and EKC hypothesis: what are the drivers of environmental degradation and pollution in Africa? Environmental Science and Pollution Research, 25 (22), 21993–22022. doi: https://doi.org/10.1007/s11356-018-2347-x
- Gokmenoglu, K. K., Taspinar, N. (2018). Testing the agriculture-induced EKC hypothesis: the case of Pakistan. Environmental Science and Pollution Research, 25 (23), 22829–22841. doi: https://doi.org/10.1007/s11356-018-2330-6
- Agboola, M. O., Bekun, F. V. (2019). Does agricultural value added induce environmental degradation? Empirical evidence from an agrarian country. Environmental Science and Pollution Research, 26 (27), 27660–27676. doi: https://doi.org/10.1007/s11356-019-05943-z
- Aydoğan, B., Vardar, G. (2019). Evaluating the role of renewable energy, economic growth and agriculture on CO2 emission in E7 countries. International Journal of Sustainable Energy, 39 (4), 335–348. doi: https://doi.org/10.1080/14786451.2019.1686380
- Gurbuz, I. B., Nesirov, E., Ozkan, G. (2021). Does agricultural value-added induce environmental degradation? Evidence from Azerbaijan. Environmental Science and Pollution Research, 28 (18), 23099–23112. doi: https://doi.org/10.1007/s11356-020-12228-3
- Alam, J. (2015). Impact of agriculture, industry and service sector’s value added in the GDP on CO2 emissions of selected South Asian countries. World Review of Business Research, 5 (2), 39–59.
- Hove, S., Tursoy, T. (2019). An investigation of the environmental Kuznets curve in emerging economies. Journal of Cleaner Production, 236, 117628. doi: https://doi.org/10.1016/j.jclepro.2019.117628
- Pata, U. K. (2017). The effect of urbanization and industrialization on carbon emissions in Turkey: evidence from ARDL bounds testing procedure. Environmental Science and Pollution Research, 25 (8), 7740–7747. doi: https://doi.org/10.1007/s11356-017-1088-6
- Adedoyin, F. F., Alola, A. A., Bekun, F. V. (2021). The alternative energy utilization and common regional trade outlook in EU-27: Evidence from common correlated effects. Renewable and Sustainable Energy Reviews, 145, 111092. doi: https://doi.org/10.1016/j.rser.2021.111092
- Adedoyin, F. F., Nathaniel, S., Adeleye, N. (2020). An investigation into the anthropogenic nexus among consumption of energy, tourism, and economic growth: do economic policy uncertainties matter? Environmental Science and Pollution Research, 28 (3), 2835–2847. doi: https://doi.org/10.1007/s11356-020-10638-x
- Adedoyin, F. F., Ozturk, I., Agboola, M. O., Agboola, P. O., Bekun, F. V. (2021). The implications of renewable and non-renewable energy generating in Sub-Saharan Africa: The role of economic policy uncertainties. Energy Policy, 150, 112115. doi: https://doi.org/10.1016/j.enpol.2020.112115
- Alola, A. A., Alola, U. V. (2018). Agricultural land usage and tourism impact on renewable energy consumption among Coastline Mediterranean Countries. Energy & Environment, 29 (8), 1438–1454. doi: https://doi.org/10.1177/0958305x18779577
- Adedoyin, F. F., Bekun, F. V. (2020). Modelling the interaction between tourism, energy consumption, pollutant emissions and urbanization: renewed evidence from panel VAR. Environmental Science and Pollution Research, 27 (31), 38881–38900. doi: https://doi.org/10.1007/s11356-020-09869-9
- Latif, K., Raza, M. Y., Shahid Adil, Rehana Kouser. (2020). Nexus between Economy, Agriculture, Population, Renewable Energy and CO2 Emissions: Evidence from Asia-Pacific Countries. Journal of Business and Social Review in Emerging Economies, 6 (1), 261–276. doi: https://doi.org/10.26710/jbsee.v6i1.1072
- Çoban, O., Kılınç, N. Ş. (2015) Yenilenebilir enerji tüketimi ve karbon emisyonuilişkisi: TR örneği. Sosyal Bilimler Enstitüsü Dergisi, 38, 195–208.
- Khan, Z., Ali, S., Umar, M., Kirikkaleli, D., Jiao, Z. (2020). Consumption-based carbon emissions and International trade in G7 countries: The role of Environmental innovation and Renewable energy. Science of The Total Environment, 730, 138945. doi: https://doi.org/10.1016/j.scitotenv.2020.138945
- Safi, A., Chen, Y., Wahab, S., Ali, S., Yi, X., Imran, M. (2021). Financial Instability and Consumption-based Carbon Emission in E-7 Countries: The Role of Trade and Economic Growth. Sustainable Production and Consumption, 27, 383–391. doi: https://doi.org/10.1016/j.spc.2020.10.034
- Wang, Q., Zhang, F. (2021). The effects of trade openness on decoupling carbon emissions from economic growth – Evidence from 182 countries. Journal of Cleaner Production, 279, 123838. doi: https://doi.org/10.1016/j.jclepro.2020.123838
- Çetin, M., Saygin, S., Demir, H. (2020). Tarım Sektörünün Çevre Kirliliği Üzerindeki Etkisi: Türkiye Ekonomisi İçin Bir Eşbütünleşme ve Nedensellik Analizi. Tekirdağ Ziraat Fakültesi Dergisi, 17 (3), 329–345. doi: https://doi.org/10.33462/jotaf.678764
- Uddin, M. M. M. (2020). What are the dynamic links between agriculture and manufacturing growth and environmental degradation? Evidence from different panel income countries. Environmental and Sustainability Indicators, 7, 100041. doi: https://doi.org/10.1016/j.indic.2020.100041
- Jiang, Q., Khattak, S. I., Ahmad, M., Lin, P. (2021). Mitigation pathways to sustainable production and consumption: Examining the impact of commercial policy on carbon dioxide emissions in Australia. Sustainable Production and Consumption, 25, 390–403. doi: https://doi.org/10.1016/j.spc.2020.11.016
- Lv, M., Bai, M. (2020). Evaluation of China’s carbon emission trading policy from corporate innovation. Finance Research Letters, 39, 101565. doi: https://doi.org/10.1016/j.frl.2020.101565
- Ridzuan, N. H. A. M., Marwan, N. F., Khalid, N., Ali, M. H., Tseng, M.-L. (2020). Effects of agriculture, renewable energy, and economic growth on carbon dioxide emissions: Evidence of the environmental Kuznets curve. Resources, Conservation and Recycling, 160, 104879. doi: https://doi.org/10.1016/j.resconrec.2020.104879
- Strapasson, A., Woods, J., Meessen, J., Mwabonje, O., Baudry, G., Mbuk, K. (2020). EU land use futures: modelling food, bioenergy and carbon dynamics. Energy Strategy Reviews, 31, 100545. doi: https://doi.org/10.1016/j.esr.2020.100545
- Xu, X., Wang, Q., Ran, C., Mu, M. (2021). Is burden responsibility more effective? A value-added method for tracing worldwide carbon emissions. Ecological Economics, 181, 106889. doi: https://doi.org/10.1016/j.ecolecon.2020.106889
- Apaydın, Ş., Taşdoğan, C. (2019). Türkiye’de iktisadi büyüme ve birincil enerji tüketiminin karbon salınımı üzerindeki etkisi: Yapısal VAR yaklaşımı. Akademi Sosyal Bilimler Dergisi, 6 (16), 19–35.
- Wang, G., Han, Q., de Vries, B. (2019). Assessment of the relation between land use and carbon emission in Eindhoven, the Netherlands. Journal of Environmental Management, 247, 413–424. doi: https://doi.org/10.1016/j.jenvman.2019.06.064
- Khan, M. T. I., Ali, Q., Ashfaq, M. (2018). The nexus between greenhouse gas emission, electricity production, renewable energy and agriculture in Pakistan. Renewable Energy, 118, 437–451. doi: https://doi.org/10.1016/j.renene.2017.11.043
- Başar, S. (2018). Enerji tüketimi ve karbon emisyonu ile iktisadi büyüme arasindaki ilişkinin tesp. Gumushane Universitesi Sosyal Bilimler Elektronik Dergisi, 9 (23), 332–347. doi: https://doi.org/10.17823/gusb.2636
- Çetin, M., Yüksel, Ö. (2018). The impact of energy consumption on carbon emissions in Turkish economy. Mehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 5 (2), 169–186. doi: https://doi.org/10.30798/makuiibf.409119
- Antonakakis, N., Chatziantoniou, I., Filis, G. (2017). Energy consumption, CO 2 emissions, and economic growth: An ethical dilemma. Renewable and Sustainable Energy Reviews, 68, 808–824. doi: https://doi.org/10.1016/j.rser.2016.09.105
- Şimşek, T., Yiğit, E. (2017). BRICT Ülkelerinde Yenilenebilir Enerji Tüketimi, Petrol Fiyatları, CO2 Emisyonu, Kentleşme ve Ekonomik Büyüme Üzerine Nedensellik Analizi. Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi, 12 (3), 117–136. doi: https://doi.org/10.17153/oguiibf.335630
- Güllü, M., Yakişik, H. (2017). Karbon Emisyonu Ve Enerji Tüketiminin Büyüme Üzerindeki Etkileri: MIST Ülkeleri Karşılaştırması. Sosyoekonomi, 25 (32), 239–239. doi: https://doi.org/10.17233/sosyoekonomi.289930
- Cerdeira Bento, J. P., Moutinho, V. (2016). CO2 emissions, non-renewable and renewable electricity production, economic growth, and international trade in Italy. Renewable and Sustainable Energy Reviews, 55, 142–155. doi: https://doi.org/10.1016/j.rser.2015.10.151
- Saidi, K., Hammami, S. (2015). The impact of CO2 emissions and economic growth on energy consumption in 58 countries. Energy Reports, 1, 62–70. doi: https://doi.org/10.1016/j.egyr.2015.01.003
- Bölük, G., Mert, M. (2015). The renewable energy, growth and environmental Kuznets curve in Turkey: An ARDL approach. Renewable and Sustainable Energy Reviews, 52, 587–595. doi: https://doi.org/10.1016/j.rser.2015.07.138
- Ridzuan, N. H. A. M., Marwan, N. F., Khalid, N., Ali, M. H., Tseng, M.-L. (2020). Effects of agriculture, renewable energy, and economic growth on carbon dioxide emissions: Evidence of the environmental Kuznets curve. Resources, Conservation and Recycling, 160, 104879. doi: https://doi.org/10.1016/j.resconrec.2020.104879
- Climate change and sustainability disputes: The international legal framework (2021). Norton Rose Fulbright. Available at: https://www.nortonrosefulbright.com/en/knowledge/publications/aec10a3b/climate-change-and-sustainability-disputes-the-international-legal-framework
- Tardi, C. (2022). What is the Kyoto Protocol? Definition, History, Timeline, Status. Available at: https://www.investopedia.com/terms/k/kyoto.asp
- The Paris Agreement What is the Paris Agreement? UNFCCC website. Available at: https://unfccc.int/process-and-meetings/the-paris-agreement

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