IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v14y2024i8p1429-d1461646.html
   My bibliography  Save this article

Regional Differences, Dynamic Evolution, and Convergence of Global Agricultural Energy Efficiency

Author

Listed:
  • Ting Wang

    (School of Economics, Hangzhou Normal University, Hangzhou 311121, China)

  • Jing Wu

    (School of Economics, Hangzhou Normal University, Hangzhou 311121, China)

  • Jianghua Liu

    (Institute of Finance and Economics Research, School of Urban and Regional Science, Shanghai University of Finance and Economics, Shanghai 200433, China)

Abstract

Understanding the regional disparities, dynamic evolution, and convergence–divergence characteristics of global agricultural energy efficiency is crucial for enhancing agricultural energy efficiency, ensuring food security, and responding to global green development trends. This paper utilizes 2002–2021 panel data from 144 countries globally, employing the epsilon-based measure–global Malmquist–Luenberger (EBM-GML) model to estimate agricultural energy efficiency, considering unexpected output. The Dagum Gini coefficient, kernel density estimation, spatial Markov matrix, and spatial convergence model are employed to explain the spatial patterns and evolving trends of global and regional agricultural energy efficiency at three levels: regional disparities, dynamic evolution, and convergence. The results indicate significant spatial heterogeneity in global agricultural energy efficiency, with Europe exhibiting the highest efficiency, followed by Asia and the Americas, while Oceania and Africa demonstrate the lowest efficiency. Agricultural energy efficiency globally and in each region continues to improve, with increasing regional disparities, and difficulties in grade transitions in agricultural energy efficiency across regions. Each region exhibits β-convergence characteristics, but the convergence rates vary, and various factors influence growth rates of agricultural energy efficiency differently across regions. Therefore, countries should tailor their strategies based on local conditions, considering their own resource endowments and developmental stages, and strengthen international exchanges and cooperation.

Suggested Citation

  • Ting Wang & Jing Wu & Jianghua Liu, 2024. "Regional Differences, Dynamic Evolution, and Convergence of Global Agricultural Energy Efficiency," Agriculture, MDPI, vol. 14(8), pages 1-29, August.
    • Handle: RePEc:gam:jagris:v:14:y:2024:i:8:p:1429-:d:1461646
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/14/8/1429/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2077-0472/14/8/1429/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lajos Baráth & Imre Fertő, 2017. "Productivity and Convergence in European Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 228-248, February.
    2. Tothmihaly, Andras & Ingram, Verina & von Cramon-Taubadel, Stephan, 2019. "How Can the Environmental Efficiency of Indonesian Cocoa Farms Be Increased?," Ecological Economics, Elsevier, vol. 158(C), pages 134-145.
    3. Marco Letta & Richard S. J. Tol, 2019. "Weather, Climate and Total Factor Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(1), pages 283-305, May.
    4. Schor, Adriana, 2004. "Heterogeneous productivity response to tariff reduction. Evidence from Brazilian manufacturing firms," Journal of Development Economics, Elsevier, vol. 75(2), pages 373-396, December.
    5. Piyusha Mutreja & Michael Sposi & B. Ravikumar, 2018. "Capital Goods Trade, Relative Prices and Economic Development," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 27, pages 101-122, January.
    6. Fei, Rilong & Lin, Boqiang, 2016. "Energy efficiency and production technology heterogeneity in China's agricultural sector: A meta-frontier approach," Technological Forecasting and Social Change, Elsevier, vol. 109(C), pages 25-34.
    7. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    8. Acemoglu, Daron, 2005. "Politics and economics in weak and strong states," Journal of Monetary Economics, Elsevier, vol. 52(7), pages 1199-1226, October.
    9. Bhattacharya, Mita & Awaworyi Churchill, Sefa & Paramati, Sudharshan Reddy, 2017. "The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions," Renewable Energy, Elsevier, vol. 111(C), pages 157-167.
    10. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    11. Danquah, Michael, 2018. "Technology transfer, adoption of technology and the efficiency of nations: Empirical evidence from sub Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 175-182.
    12. Ken E. Giller & Thomas Delaune & João Vasco Silva & Katrien Descheemaeker & Gerrie Ven & Antonius G.T. Schut & Mark Wijk & James Hammond & Zvi Hochman & Godfrey Taulya & Regis Chikowo & Sudha Narayana, 2021. "The future of farming: Who will produce our food?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(5), pages 1073-1099, October.
    13. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    14. Sergio J. Rey, 2001. "Spatial Analysis of Regional Income Inequality," Urban/Regional 0110002, University Library of Munich, Germany.
    15. Frisvold, George & Ingram, Kevin, 1995. "Sources of agricultural productivity growth and stagnation in sub-Saharan Africa," Agricultural Economics, Blackwell, vol. 13(1), pages 51-61, October.
    16. Yu, Binbin, 2021. "Ecological effects of new-type urbanization in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    17. Kaoru Tone & Miki Tsutsui, 2010. "An epsilon-based measure of efficiency in DEA revisited -A third pole of technical efficiency," GRIPS Discussion Papers 09-21, National Graduate Institute for Policy Studies.
    18. Balado-Naves, Roberto & Baños-Pino, José Francisco & Mayor, Matías, 2023. "Spatial spillovers and world energy intensity convergence," Energy Economics, Elsevier, vol. 124(C).
    19. Soltani, Shiva & Mosavi, Seyed Habibollah & Saghaian, Sayed H. & Azhdari, Somayeh & Alamdarlo, Hamed N. & Khalilian, Sadegh, 2023. "Climate change and energy use efficiency in arid and semiarid agricultural areas: A case study of Hamadan-Bahar plain in Iran," Energy, Elsevier, vol. 268(C).
    20. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
    21. Lili Guo & Sihang Guo & Mengqian Tang & Mengying Su & Houjian Li, 2022. "Financial Support for Agriculture, Chemical Fertilizer Use, and Carbon Emissions from Agricultural Production in China," IJERPH, MDPI, vol. 19(12), pages 1-19, June.
    22. McArthur, John W. & McCord, Gordon C., 2017. "Fertilizing growth: Agricultural inputs and their effects in economic development," Journal of Development Economics, Elsevier, vol. 127(C), pages 133-152.
    23. Regret Sunge & Nicholas Ngepah, 2022. "Agricultural trade liberalisation, agricultural total factor productivity growth and food security in Africa," Agrekon, Taylor & Francis Journals, vol. 61(3), pages 292-313, July.
    24. Jankowski, Krzysztof Józef & Sokólski, Mateusz & Załuski, Dariusz, 2023. "Winter oilseed rape: Agronomic management in different tillage systems and energy balance," Energy, Elsevier, vol. 277(C).
    25. Marcin Wysokiński & Joanna Domagała & Arkadiusz Gromada & Magdalena Golonko & Paulina Trębska, 2020. "Economic and energy efficiency of agriculture," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 66(8), pages 355-364.
    26. Alwyn Young, 2003. "Gold into Base Metals: Productivity Growth in the People's Republic of China during the Reform Period," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1220-1261, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Eslamloueyan, Karim & Jafari, Mahboubeh, 2019. "Do better institutions offset the adverse effect of a financial crisis on investment? Evidence from East Asia," Economic Modelling, Elsevier, vol. 79(C), pages 154-172.
    2. Miaojie Yu, 2010. "Processing Trade, Firm's Productivity, and Tariff Reductions : Evidence from Chinese Products," Macroeconomics Working Papers 22799, East Asian Bureau of Economic Research.
    3. Fang, Ying & Zhao, Yang, 2009. "Do institutions matter? Estimating the effect of institutions on economic performance in China," BOFIT Discussion Papers 9/2009, Bank of Finland Institute for Emerging Economies (BOFIT).
    4. Laurens Cherchye & Wim Moesen, 2003. "Institutional Infrastructure and Economic Performance: Levels versus Catching Up and Frontier Shifts," Public Economics Working Paper Series ces0314, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics.
    5. repec:zbw:bofitp:2009_009 is not listed on IDEAS
    6. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    7. Henderson, Daniel & Russell, Robert, 2001. "Human Capital and Macroeconomic Convergence: A Production-Frontier Approach," Efficiency Series Papers 2001/07, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    8. Basu, Anwesha & Marjit, Sugata & Veeramani, C., 2024. "Growth gains from offshore outsourcing," Journal of Policy Modeling, Elsevier, vol. 46(1), pages 90-112.
    9. Antoniades, Alexis, 2015. "Heterogeneous Firms, Quality, and Trade," Journal of International Economics, Elsevier, vol. 95(2), pages 263-273.
    10. Md. Rabiul Islam & James B. Ang & Jakob B. Madsen, 2014. "Quality-Adjusted Human Capital And Productivity Growth," Economic Inquiry, Western Economic Association International, vol. 52(2), pages 757-777, April.
    11. M. Danquah & B. Ouattara, 2014. "Productivity Growth, Human Capital And Distance To Frontier In Sub-Saharan Africa," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 27-48, December.
    12. Ding, Sai & Knight, John, 2009. "Can the augmented Solow model explain China's remarkable economic growth? A cross-country panel data analysis," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 432-452, September.
    13. Fang, Ying & Zhao, Yang, 2009. "Do institutions matter? : Estimating the effect of institutions on economic performance in China," BOFIT Discussion Papers 9/2009, Bank of Finland, Institute for Economies in Transition.
    14. Ali, Qamar & Raza, Ali & Narjis, Saadia & Saeed, Sahrish & Khan, Muhammad Tariq Iqbal, 2020. "Potential of renewable energy, agriculture, and financial sector for the economic growth: Evidence from politically free, partly free and not free countries," Renewable Energy, Elsevier, vol. 162(C), pages 934-947.
    15. Ying Fang & Yang Zhao, 2013. "Do Institutions Matter? Estimating the Effect of Institutions on Econo- mic Performance in China," Working Papers 2013-10-14, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
    16. Lederman, Daniel & Saenz, Laura, 2005. "Innovation and development around the world, 1960-2000," Policy Research Working Paper Series 3774, The World Bank.
    17. Chong, Alberto E., 2006. "Does It Matter How People Speak?," IDB Publications (Working Papers) 1946, Inter-American Development Bank.
    18. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    19. Joshua Hall & Robert Lawson, 2008. "Theory and evidence on economic freedom and economic growth: A comment," Economics Bulletin, AccessEcon, vol. 15(18), pages 1-6.
    20. Andersson, Fredrik N.G. & Edgerton, David L. & Opper, Sonja, 2013. "A Matter of Time: Revisiting Growth Convergence in China," World Development, Elsevier, vol. 45(C), pages 239-251.
    21. Jakob B. Madsen* & Md. Rabiul Islam, 2012. "The Anatomy of the Asian Take-off," Institutions and Economies (formerly known as International Journal of Institutions and Economies), Faculty of Economics and Administration, University of Malaya, vol. 4(2), pages 1-24, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:14:y:2024:i:8:p:1429-:d:1461646. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.