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A systematic literature review of data envelopment analysis implementation in agriculture under the prism of sustainability

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  • Leonidas Sotirios Kyrgiakos

    (University of Thessaly)

  • Georgios Kleftodimos

    (University of Thessaly
    Mediterranean Agronomic Institute of Montpellier (CIHEAM-IAMM))

  • George Vlontzos

    (University of Thessaly)

  • Panos M. Pardalos

    (University of Florida)

Abstract

Safeguarding natural resources and energy is essential to ensure food security for future generations. Given the increase of published papers in the agricultural field applying Data Envelopment Analysis (DEA), this review seeks to address the special requirements of this methodology when implemented in the agricultural sector as well as to classify papers under sustainability aspects (economic, environmental, social). More specifically, 120 papers from Scopus and Web of Science databases were included in this review by using PRISMA methodology, and they were tested in the following groups (i) General information, (ii) DEA implementation, (iii) DEA extensions, (iv) Data type, (v) Data collection and processing, and (vi) Sustainability dimensions. Results indicate that there is a great need for weights use when performing DEA in the agricultural sector, to acquire results with greater explanatory power. Moreover, systematic data collection of multiple factors could lead to the implementation of complex methodologies, providing feasible solutions to the involved stakeholders. Lastly, the social aspect is the least represented dimension out of the three aspects of sustainability, indicating the need for the integration of social factors in such analyses, especially when DEA is used to create a policy framework in a specific area.

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  • Leonidas Sotirios Kyrgiakos & Georgios Kleftodimos & George Vlontzos & Panos M. Pardalos, 2023. "A systematic literature review of data envelopment analysis implementation in agriculture under the prism of sustainability," Operational Research, Springer, vol. 23(1), pages 1-38, March.
    • Handle: RePEc:spr:operea:v:23:y:2023:i:1:d:10.1007_s12351-023-00741-5
    DOI: 10.1007/s12351-023-00741-5
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    1. Kiani Mavi, Reza & Saen, Reza Farzipoor & Goh, Mark, 2019. "Joint analysis of eco-efficiency and eco-innovation with common weights in two-stage network DEA: A big data approach," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 553-562.
    2. Lin Liu & Honggang Sun, 2019. "The Impact of Collective Forestland Tenure Reform on the Forest Economic Efficiency of Farmers in Zhejiang Province," Sustainability, MDPI, vol. 11(8), pages 1-15, April.
    3. Kiyotaka Masuda, 2019. "Eco-Efficiency Assessment of Intensive Rice Production in Japan: Joint Application of Life Cycle Assessment and Data Envelopment Analysis," Sustainability, MDPI, vol. 11(19), pages 1-14, September.
    4. Ozgul Calicioglu & Alessandro Flammini & Stefania Bracco & Lorenzo Bellù & Ralph Sims, 2019. "The Future Challenges of Food and Agriculture: An Integrated Analysis of Trends and Solutions," Sustainability, MDPI, vol. 11(1), pages 1-21, January.
    5. Zahra Payandeh & Ahmad Jahanbakhshi & Tarahom Mesri-Gundoshmian & Sean Clark, 2021. "Improving Energy Efficiency of Barley Production Using Joint Data Envelopment Analysis (DEA) and Life Cycle Assessment (LCA): Evaluation of Greenhouse Gas Emissions and Optimization Approach," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    6. Zhou, Haibo & Yang, Yi & Chen, Yao & Zhu, Joe, 2018. "Data envelopment analysis application in sustainability: The origins, development and future directions," European Journal of Operational Research, Elsevier, vol. 264(1), pages 1-16.
    7. Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S. & Sharma, Sandeep, 2021. "Energy optimization in wheat establishment following rice residue management with Happy Seeder technology for reduced carbon footprints in north-western India," Energy, Elsevier, vol. 230(C).
    8. Lubica Bartova & Peter Fandel, 2020. "Membership in agricultural producer organizations and farm technical efficiency in Slovakia," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 15(3), pages 489-509, September.
    9. Mwambo, Francis Molua & Fürst, Christine & Nyarko, Benjamin K. & Borgemeister, Christian & Martius, Christopher, 2020. "Maize production and environmental costs: Resource evaluation and strategic land use planning for food security in northern Ghana by means of coupled emergy and data envelopment analysis," Land Use Policy, Elsevier, vol. 95(C).
    10. Dariush Khezrimotlagh & Yao Chen, 2018. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Decision Making and Performance Evaluation Using Data Envelopment Analysis, chapter 0, pages 217-234, Springer.
    11. Karambu Kiende Gatimbu & Maurice Juma Ogada & Nancy L. M. Budambula, 2020. "Environmental efficiency of small-scale tea processors in Kenya: an inverse data envelopment analysis (DEA) approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 3333-3345, April.
    12. Pei Xu & Zehu Jin & Huan Tang, 2022. "Influence Paths and Spillover Effects of Agricultural Agglomeration on Agricultural Green Development," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    13. Beatriz García-Cornejo & José A. Pérez-Méndez & David Roibás & Alan Wall, 2020. "Efficiency and Sustainability in Farm Diversification Initiatives in Northern Spain," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    14. Xianhua Tan & Sanggyun Na & Lei Guo & Jing Chen & Zhihua Ruan, 2019. "External Financing Efficiency of Rural Revitalization Listed Companies in China—Based on Two-Stage DEA and Grey Relational Analysis," Sustainability, MDPI, vol. 11(16), pages 1-21, August.
    15. Hatami-Marbini, Adel & Emrouznejad, Ali & Tavana, Madjid, 2011. "A taxonomy and review of the fuzzy data envelopment analysis literature: Two decades in the making," European Journal of Operational Research, Elsevier, vol. 214(3), pages 457-472, November.
    16. 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.
    17. Blend Frangu & Jennie Sheerin Popp & Michael Thomsen & Arben Musliu, 2018. "Evaluating Greenhouse Tomato and Pepper Input Efficiency Use in Kosovo," Sustainability, MDPI, vol. 10(8), pages 1-14, August.
    18. Jinkai Li & Jueying Chen & Heguang Liu, 2021. "Sustainable Agricultural Total Factor Productivity and Its Spatial Relationship with Urbanization in China," Sustainability, MDPI, vol. 13(12), pages 1-15, June.
    19. Mohamed Ghali & Laure Latruffe & Karine Daniel, 2016. "Efficient Use of Energy Resources on French Farms: An Analysis through Technical Efficiency," Energies, MDPI, vol. 9(8), pages 1-15, July.
    20. Halkos, George & Petrou, Kleoniki Natalia, 2019. "Treating undesirable outputs in DEA: A critical review," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 97-104.
    21. Thomas Bournaris & George Vlontzos & Christina Moulogianni, 2019. "Efficiency of Vegetables Produced in Glasshouses: The Impact of Data Envelopment Analysis (DEA) in Land Management Decision Making," Land, MDPI, vol. 8(1), pages 1-11, January.
    22. Pedro Sánchez-Zamora & Rosa Gallardo-Cobos, 2020. "Territorial Cohesion in Rural Areas: An Analysis of Determinants in the Post-Economic Crisis Context," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
    23. Houshyar, Ehsan & Azadi, Hossein & Almassi, Morteza & Sheikh Davoodi, Mohammad Javad & Witlox, Frank, 2012. "Sustainable and efficient energy consumption of corn production in Southwest Iran: Combination of multi-fuzzy and DEA modeling," Energy, Elsevier, vol. 44(1), pages 672-681.
    24. Xiangshuo He & Jian Zhang, 2018. "Supplier Selection Study under the Respective of Low-Carbon Supply Chain: A Hybrid Evaluation Model Based on FA-DEA-AHP," Sustainability, MDPI, vol. 10(2), pages 1-17, February.
    25. Theodoros Skevas & Teresa Serra, 2016. "The role of pest pressure in technical and environmental inefficiency analysis of Dutch arable farms: an event-specific data envelopment approach," Journal of Productivity Analysis, Springer, vol. 46(2), pages 139-153, December.
    26. Fabio A. Madau & Roberto Furesi & Pietro Pulina, 2017. "Technical efficiency and total factor productivity changes in European dairy farm sectors," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-14, December.
    27. Kariyaiah Basavalingaiah & Y. M. Ramesha & Venkatesh Paramesh & G. A. Rajanna & Shankar Lal Jat & Shiva Dhar Misra & Ashok Kumar Gaddi & H. C. Girisha & G. S. Yogesh & S. Raveesha & T. K. Roopa & K. S, 2020. "Energy Budgeting, Data Envelopment Analysis and Greenhouse Gas Emission from Rice Production System: A Case Study from Puddled Transplanted Rice and Direct-Seeded Rice System of Karnataka, India," Sustainability, MDPI, vol. 12(16), pages 1-24, August.
    28. Ramezani, Mohammadreza & Dourandish, Arash & Jamali Jaghdani, Tinoush & Aminizadeh, Milad, 2022. "The influence of dense planting system on the technical efficiency of saffron production and land use sustainability: Empirical evidence from Gonabad county, Iran," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 12(1).
    29. Frédéric Zahm & Philippe Viaux & Lionel Vilain & Philippe Girardin & Christian Mouchet, 2008. "Assessing farm sustainability with the IDEA method - from the concept of agriculture sustainability to case studies on farms," Sustainable Development, John Wiley & Sons, Ltd., vol. 16(4), pages 271-281.
    30. Ali Mohammadi & G. Venkatesh & Samieh Eskandari & Shahin Rafiee, 2022. "Eco-Efficiency Analysis to Improve Environmental Performance of Wheat Production," Agriculture, MDPI, vol. 12(7), pages 1-16, July.
    31. Xianglong Tang & Chenyu Lu & Peng Meng & Wei Cheng, 2022. "Spatiotemporal Evolution of the Environmental Adaptability Efficiency of the Agricultural System in China," Sustainability, MDPI, vol. 14(6), pages 1-15, March.
    32. Tamer Işgın & Remziye Özel & Abdulbaki Bilgiç & Wojciech J. Florkowski & Mehmet Reşit Sevinç, 2020. "DEA Performance Measurements in Cotton Production of Harran Plain, Turkey: A Single and Double Bootstrap Truncated Regression Approaches," Agriculture, MDPI, vol. 10(4), pages 1-17, April.
    33. Tsaples, G. & Papathanasiou, J., 2021. "Data envelopment analysis and the concept of sustainability: A review and analysis of the literature," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    34. Muhammad N. Ashraf & Muhammad H. Mahmood & Muhammad Sultan & Narges Banaeian & Muhammad Usman & Sobhy M. Ibrahim & Muhammad U. B. U. Butt & Muhammad Waseem & Imran Ali & Aamir Shakoor & Zahid M. Khan, 2020. "Investigation of Input and Output Energy for Wheat Production: A Comprehensive Study for Tehsil Mailsi (Pakistan)," Sustainability, MDPI, vol. 12(17), pages 1-22, August.
    35. Thu Trang Tran Nguyen & Hai Ha Le & Thi Minh Hop Ho & Thomas Dogot & Philippe Burny & Thi Nga Bui & Philippe Lebailly, 2020. "Efficiency Analysis of the Progress of Orange Farms in Tuyen Quang Province, Vietnam towards Sustainable Development," Sustainability, MDPI, vol. 12(8), pages 1-15, April.
    36. Pereira Domingues Martinho, Vítor João, 2020. "Comparative analysis of energy costs on farms in the European Union: A nonparametric approach," Energy, Elsevier, vol. 195(C).
    37. Chia-Nan Wang & Han-Sung Lin & Hsien-Pin Hsu & Van-Tinh Le & Tsung-Fu Lin, 2016. "Applying Data Envelopment Analysis and Grey Model for the Productivity Evaluation of Vietnamese Agroforestry Industry," Sustainability, MDPI, vol. 8(11), pages 1-15, November.
    38. Liting Gao & Qianhui Gao & Marcin Lorenc, 2022. "Comparison of Total Factor Productivity of Rice in China and Japan," Sustainability, MDPI, vol. 14(12), pages 1-16, June.
    39. Ming Chang & Jing Liu & Hongxu Shi & Tianfeng Guo, 2022. "The Effect of Off-Farm Employment on Agricultural Production Efficiency: Micro Evidence in China," Sustainability, MDPI, vol. 14(6), pages 1-12, March.
    40. Mohammadreza Ramezani & Arash Dourandish & Tinoush Jamali Jaghdani & Milad Aminizadeh, 2022. "The Influence of Dense Planting System on the Technical Efficiency of Saffron Production and Land Use Sustainability: Empirical Evidence from Gonabad County, Iran," Agriculture, MDPI, vol. 12(1), pages 1-19, January.
    41. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
    42. Boima M. Bernard & Yanping Song & Sehresh Hena & Fayyaz Ahmad & Xin Wang, 2022. "Assessing Africa’s Agricultural TFP for Food Security and Effects on Human Development: Evidence from 35 Countries," Sustainability, MDPI, vol. 14(11), pages 1-21, May.
    43. Jahira Debbarma & Hyoungsuk Lee & Yongrok Choi, 2021. "Sustainable Feasibility of the Environmental-Friendly Policies on Agriculture and Its Related Sectors in India," Sustainability, MDPI, vol. 13(12), pages 1-14, June.
    44. Ernest Reig‐Martínez & José A. Gómez‐Limón & Andrés J. Picazo‐Tadeo, 2011. "Ranking farms with a composite indicator of sustainability," Agricultural Economics, International Association of Agricultural Economists, vol. 42(5), pages 561-575, September.
    45. Abbas Mardani & Dalia Streimikiene & Tomas Balezentis & Muhamad Zameri Mat Saman & Khalil Md Nor & Seyed Meysam Khoshnava, 2018. "Data Envelopment Analysis in Energy and Environmental Economics: An Overview of the State-of-the-Art and Recent Development Trends," Energies, MDPI, vol. 11(8), pages 1-21, August.
    46. Wencheng Li & Lei Wang & Qi Wan & Weijia You & Shaowen Zhang, 2022. "A Configurational Analysis of Family Farm Management Efficiency: Evidence from China," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    47. Pedro Sánchez-Zamora & Rosa Gallardo-Cobos, 2019. "Diversity, Disparity and Territorial Resilience in the Context of the Economic Crisis: An Analysis of Rural Areas in Southern Spain," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
    48. Sara Ilahi & Yongchang Wu & Muhammad Ahsan Ali Raza & Wenshan Wei & Muhammad Imran & Lyankhua Bayasgalankhuu, 2019. "Optimization Approach for Improving Energy Efficiency and Evaluation of Greenhouse Gas Emission of Wheat Crop using Data Envelopment Analysis," Sustainability, MDPI, vol. 11(12), pages 1-16, June.
    49. Reza Babazadeh & Mohammad Voria Yavarirad & Ehsan Momeni Bashusqeh, 2018. "Location Optimization of Rapeseed and Soybean Cultivation Areas Considering Economic, Climatic and Social Criteria," International Journal of Social Ecology and Sustainable Development (IJSESD), IGI Global, vol. 9(3), pages 53-65, July.
    50. Vlontzos, G. & Pardalos, P.M., 2017. "Assess and prognosticate green house gas emissions from agricultural production of EU countries, by implementing, DEA Window analysis and artificial neural networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 155-162.
    51. George Vlontzos & Spyros Niavis & Panos Pardalos, 2017. "Testing for Environmental Kuznets Curve in the EU Agricultural Sector through an Eco-(in)Efficiency Index," Energies, MDPI, vol. 10(12), pages 1-15, December.
    52. Katarzyna Ziętek-Kwaśniewska & Maria Zuba-Ciszewska & Joanna Nucińska, 2022. "Technical Efficiency of Cooperative and Non-Cooperative Dairies in Poland: Toward the First Link of the Supply Chain," Agriculture, MDPI, vol. 12(1), pages 1-22, January.
    53. Alexandra Sintori & Angelos Liontakis & Irene Tzouramani, 2019. "Assessing the Environmental Efficiency of Greek Dairy Sheep Farms: GHG Emissions and Mitigation Potential," Agriculture, MDPI, vol. 9(2), pages 1-14, February.
    54. Mosbah, Ezzeddine & Zaibet, Lokman & Dharmapala, P. Sunil, 2020. "A new methodology to measure efficiencies of inputs (outputs) of decision making units in Data Envelopment Analysis with application to agriculture," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    55. Babakholov Sherzod & Kyung-Ryang Kim & Sang Hyeon Lee, 2018. "Agricultural Transition and Technical Efficiency: An Empirical Analysis of Wheat-Cultivating Farms in Samarkand Region, Uzbekistan," Sustainability, MDPI, vol. 10(9), pages 1-11, September.
    56. Thompson, Russell G. & Dharmapala, P. S. & Thrall, Robert M., 1995. "Linked-cone DEA profit ratios and technical efficiency with application to Illinois coal mines," International Journal of Production Economics, Elsevier, vol. 39(1-2), pages 99-115, April.
    57. Yang, Linsheng & Zhou, Yifan & Meng, Bo & Li, Haojie & Zhan, Jian & Xiong, Huaye & Zhao, Huanyu & Cong, Wenfeng & Wang, Xiaozhong & Zhang, Wushuai & Lakshmanan, Prakash & Deng, Yan & Shi, Xiaojun & Ch, 2022. "Reconciling productivity, profitability and sustainability of small-holder sugarcane farms: A combined life cycle and data envelopment analysis," Agricultural Systems, Elsevier, vol. 199(C).
    58. Galanopoulos, Konstantinos & Aggelopoulos, Stamatis & Kamenidou, Irene & Mattas, Konstadinos, 2006. "Assessing the effects of managerial and production practices on the efficiency of commercial pig farming," Agricultural Systems, Elsevier, vol. 88(2-3), pages 125-141, June.
    59. Tao Xu & Jianxin You & Hui Li & Luning Shao, 2020. "Energy Efficiency Evaluation Based on Data Envelopment Analysis: A Literature Review," Energies, MDPI, vol. 13(14), pages 1-20, July.
    60. A. M. Theodoridis & A. Psychoudakis, 2008. "Efficiency Measurement in Greek Dairy Farms: Stochastic Frontier vs. Data Envelopment Analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 1(2), pages 53-67, December.
    61. Magdalena Rybaczewska-Błażejowska & Wacław Gierulski, 2018. "Eco-Efficiency Evaluation of Agricultural Production in the EU-28," Sustainability, MDPI, vol. 10(12), pages 1-21, December.
    62. Streimikis, Justas & Yu, Zhiqian & Zhu, Ning & Baležentis, Tomas, 2022. "Achievements of the European Union member states toward the development of sustainable agriculture: A contribution to the structural efficiency approach," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    63. Gerdessen, Johanna C. & Pascucci, Stefano, 2013. "Data Envelopment Analysis of sustainability indicators of European agricultural systems at regional level," Agricultural Systems, Elsevier, vol. 118(C), pages 78-90.
    64. Guoyong Wu & Yang Fan & Noman Riaz, 2022. "Spatial Analysis of Agriculture Ecological Efficiency and Its Influence on Fiscal Expenditures," Sustainability, MDPI, vol. 14(16), pages 1-15, August.
    65. Aleksandra Dimitrijević & Marija Gavrilović & Sanjin Ivanović & Zoran Mileusnić & Rajko Miodragović & Saša Todorović, 2020. "Energy Use and Economic Analysis of Fertilizer Use in Wheat and Sugar Beet Production in Serbia," Energies, MDPI, vol. 13(9), pages 1-12, May.
    66. Dong Tian & Fengtao Zhao & Weisong Mu & Radoslava Kanianska & Jianying Feng, 2016. "Environmental Efficiency of Chinese Open-Field Grape Production: An Evaluation Using Data Envelopment Analysis and Spatial Autocorrelation," Sustainability, MDPI, vol. 8(12), pages 1-13, November.
    67. Shuo Wang & Naixu Tian & Yuqi Dai & Haiyan Duan, 2022. "Measurement of Resource Environmental Performance of Crop Planting Water Consumption Based on Water Footprint and Data Enveloped Analysis," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(2), pages 641-658, January.
    68. Peter Bogetoft & Lars Otto, 2011. "Benchmarking with DEA, SFA, and R," International Series in Operations Research and Management Science, Springer, number 978-1-4419-7961-2, December.
    69. Justas Streimikis & Zhuang Miao & Tomas Balezentis, 2021. "Creation of climate‐smart and energy‐efficient agriculture in the European Union: Pathways based on the frontier analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 576-589, January.
    70. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    71. Zhengxiao Yan & Wei Zhou & Yuyi Wang & Xi Chen, 2022. "Comprehensive Analysis of Grain Production Based on Three-Stage Super-SBM DEA and Machine Learning in Hexi Corridor, China," Sustainability, MDPI, vol. 14(14), pages 1-21, July.
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