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Agricultural carbon footprint, energy utilization and economic quality: What causes what, and where?

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  • Cui, Yu
  • Khan, Sufyan Ullah
  • Sauer, Johannes
  • Kipperberg, Gorm
  • Zhao, Minjuan

Abstract

China, being a significant agricultural country and the world's greatest carbon emitter, is today faced with the combined problems of improving agricultural economic quality and reducing carbon emissions, all while dealing with resource constraints. Exploring the nexus and internal mechanism between agricultural carbon footprint (CF), energy utilization and economic quality thereby implies practical significance. For these reasons, the current study intends to explore the nexus and internal mechanism between agricultural CF, energy utilization, and economic qualities of main grain-planting provinces in China. Multi-approaches like, Autoregressive Distributed Lag (ARDL) model, the Granger Causality Test based on the Vector Error Correction Model (VECM), and Impulse Response and Variance Decomposition (IRVD) methods, and a time-series data in the duration from 1997 to 2019 are employed. The findings indicate that: 1) Agricultural CF, energy utilization and economic quality demonstrate an increasing trend; 2) There exists environmental Kuznets curve (EKC) in agricultural CF in China's main grain-planting provinces; 3) Energy utilization negatively influenced agricultural CF in both the short-term and long-term; 4) In the short-term and long-term, a bidirectional causality exist among agricultural CF and economic quality, as well as a unidirectional causality from energy utilization to agricultural CF and economic quality.

Suggested Citation

  • Cui, Yu & Khan, Sufyan Ullah & Sauer, Johannes & Kipperberg, Gorm & Zhao, Minjuan, 2023. "Agricultural carbon footprint, energy utilization and economic quality: What causes what, and where?," Energy, Elsevier, vol. 278(PA).
    • Handle: RePEc:eee:energy:v:278:y:2023:i:pa:s036054422301280x
    DOI: 10.1016/j.energy.2023.127886
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    References listed on IDEAS

    as
    1. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    2. Duygu Akkaya & Kostas Bimpikis & Hau Lee, 2021. "Government Interventions to Promote Agricultural Innovation," Manufacturing & Service Operations Management, INFORMS, vol. 23(2), pages 437-452, March.
    3. Nezahat DOGAN, 2016. "Agriculture and Environmental Kuznets Curves in the case of Turkey: evidence from the ARDL and bounds test," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 62(12), pages 566-574.
    4. Rahman, Mohammad Mafizur & Kashem, Mohammad Abul, 2017. "Carbon emissions, energy consumption and industrial growth in Bangladesh: Empirical evidence from ARDL cointegration and Granger causality analysis," Energy Policy, Elsevier, vol. 110(C), pages 600-608.
    5. Wise, Marshall & Dooley, James & Luckow, Patrick & Calvin, Katherine & Kyle, Page, 2014. "Agriculture, land use, energy and carbon emission impacts of global biofuel mandates to mid-century," Applied Energy, Elsevier, vol. 114(C), pages 763-773.
    6. Markku Lanne & Henri Nyberg, 2016. "Generalized Forecast Error Variance Decomposition for Linear and Nonlinear Multivariate Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 595-603, August.
    7. Oluwatoyin Abidemi Somoye & Mehdi Seraj & Huseyin Ozdeser & Muhammad Mar’I, 2023. "Quantile relationship between financial development, income, price, CO2 emissions and renewable energy consumption: evidence from Nigeria," Letters in Spatial and Resource Sciences, Springer, vol. 16(1), pages 1-25, December.
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. Jianguo Li & Wenhui Yang & Yi Wang & Qiang Li & Lili Liu & Zhongqi Zhang, 2018. "Carbon Footprint and Driving Forces of Saline Agriculture in Coastally Reclaimed Areas of Eastern China: A Survey of Four Staple Crops," Sustainability, MDPI, vol. 10(4), pages 1-16, March.
    10. Najia Saqib, 2021. "Energy Consumption and Economic Growth: Empirical Evidence from MENA Region," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 191-197.
    11. Efstathios Paparoditis & Dimitris N. Politis, 2018. "The asymptotic size and power of the augmented Dickey–Fuller test for a unit root," Econometric Reviews, Taylor & Francis Journals, vol. 37(9), pages 955-973, October.
    12. Odhiambo, Nicholas M., 2009. "Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach," Energy Policy, Elsevier, vol. 37(2), pages 617-622, February.
    13. Paul J. Burke & Md Shahiduzzaman & David I. Stern, 2015. "Carbon dioxide emissions in the short run: The rate and sources of economic growth matter," CAMA Working Papers 2015-12, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    14. Vogelsang, Timothy J. & Wagner, Martin, 2013. "A FIXED-b PERSPECTIVE ON THE PHILLIPS–PERRON UNIT ROOT TESTS," Econometric Theory, Cambridge University Press, vol. 29(3), pages 609-628, June.
    15. Sun, Jiasen & Li, Guo & Wang, Zhaohua, 2018. "Optimizing China’s energy consumption structure under energy and carbon constraints," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 57-72.
    16. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    17. Shyh-Wei Chen & Zixiong Xie & Ying Liao, 2018. "Energy consumption promotes economic growth or economic growth causes energy use in China? A panel data analysis," Empirical Economics, Springer, vol. 55(3), pages 1019-1043, November.
    18. Ozturk, Ilhan & Acaravci, Ali, 2011. "Electricity consumption and real GDP causality nexus: Evidence from ARDL bounds testing approach for 11 MENA countries," Applied Energy, Elsevier, vol. 88(8), pages 2885-2892, August.
    19. Stephan B. Bruns, Christian Gross and David I. Stern, 2014. "Is There Really Granger Causality Between Energy Use and Output?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    20. Payne, James E., 2002. "Inflationary dynamics of a transition economy: the Croatian experience," Journal of Policy Modeling, Elsevier, vol. 24(3), pages 219-230, June.
    21. Zhang, Yue-Jun, 2011. "Interpreting the dynamic nexus between energy consumption and economic growth: Empirical evidence from Russia," Energy Policy, Elsevier, vol. 39(5), pages 2265-2272, May.
    22. Juan Gabriel Brida & David Matesanz Gómez & Verónica Segarra, 2022. "The dynamics of CO2 emissions and economic growth: A comparative analysis using symbolic time series," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 33(06), pages 1-28, June.
    23. Brahmasrene, Tantatape & Huang, Jui-Chi & Sissoko, Yaya, 2014. "Crude oil prices and exchange rates: Causality, variance decomposition and impulse response," Energy Economics, Elsevier, vol. 44(C), pages 407-412.
    24. Robinson Kruse, 2011. "A new unit root test against ESTAR based on a class of modified statistics," Statistical Papers, Springer, vol. 52(1), pages 71-85, February.
    25. Andreoni, V. & Galmarini, S., 2012. "Decoupling economic growth from carbon dioxide emissions: A decomposition analysis of Italian energy consumption," Energy, Elsevier, vol. 44(1), pages 682-691.
    26. Fang Su & Nini Song & Nannan Ma & Altynbek Sultanaliev & Jing Ma & Bing Xue & Shah Fahad, 2021. "An Assessment of Poverty Alleviation Measures and Sustainable Livelihood Capability of Farm Households in Rural China: A Sustainable Livelihood Approach," Agriculture, MDPI, vol. 11(12), pages 1-16, December.
    27. Peipei Chen & Yi Wu & Jing Meng & Pan He & Deyu Li & D’ Maris Coffman & Xi Liang & Dabo Guan, 2022. "The heterogeneous role of energy policies in the energy transition of Asia–Pacific emerging economies," Nature Energy, Nature, vol. 7(7), pages 588-596, July.
    28. Dimitrios Vougas, 2008. "On the size of the DF-GLS test," Applied Economics Letters, Taylor & Francis Journals, vol. 15(10), pages 777-780.
    29. Wang, Ping & Wu, Wanshui & Zhu, Bangzhu & Wei, Yiming, 2013. "Examining the impact factors of energy-related CO2 emissions using the STIRPAT model in Guangdong Province, China," Applied Energy, Elsevier, vol. 106(C), pages 65-71.
    30. Walter Enders & Junsoo Lee, 2012. "A Unit Root Test Using a Fourier Series to Approximate Smooth Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(4), pages 574-599, August.
    31. Baranzini, Andrea & Weber, Sylvain & Bareit, Markus & Mathys, Nicole A., 2013. "The causal relationship between energy use and economic growth in Switzerland," Energy Economics, Elsevier, vol. 36(C), pages 464-470.
    32. Begum, Rawshan Ara & Sohag, Kazi & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "CO2 emissions, energy consumption, economic and population growth in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 594-601.
    33. Shah Fahad & Faisal Alnori & Fang Su & Jian Deng, 2022. "Adoption of green innovation practices in SMEs sector: evidence from an emerging economy," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5486-5501, December.
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