IDEAS home Printed from https://ideas.repec.org/a/bla/annpce/v79y2008i1p107-131.html
   My bibliography  Save this article

The Usefulness Of Accounting Information In The Measurement Of Technical Efficiency In Agricultural Cooperatives

Author

Listed:
  • Isidoro GUZMÁN
  • Narciso ARCAS

Abstract

ABSTRACT**: The study of the performance of agricultural cooperatives has become increasingly important in recent years, due to the significant role that they have in the agricultural food sector. In this context, the present study has a double aim: On one hand to use the Data Envelopment Analysis (DEA) technique in order to measure the efficiency of agricultural cooperatives, and on the other hand, to analyse if this technique is complementary to the traditional economic and financial ratio analysis. In order to achieve these objectives, an empirical study is carried out using the data of 247 observations made over a horizontal time span of three accounting years (2001–2003). The results show that the efficiency measures obtained by means of the DEA technique are an appropriate complement to the economic analysis of agricultural cooperatives.

Suggested Citation

  • Isidoro GUZMÁN & Narciso ARCAS, 2008. "The Usefulness Of Accounting Information In The Measurement Of Technical Efficiency In Agricultural Cooperatives," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 79(1), pages 107-131, March.
    • Handle: RePEc:bla:annpce:v:79:y:2008:i:1:p:107-131
    DOI: 10.1111/j.1467-8292.2007.00354.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1467-8292.2007.00354.x
    Download Restriction: no
    File URL: https://libkey.io/10.1111/j.1467-8292.2007.00354.x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. G. D. Ferrier & P. K. Porter, 1991. "The Productive Efficiency Of Us Milk Processing Co‐Operatives," Journal of Agricultural Economics, Wiley Blackwell, vol. 42(2), pages 161-173, May.
    2. Harvey S. James & Michael E. Sykuta, 2005. "Property Right and Organizational Characteristics of Producer‐owned Firms and Organizational Trust," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 76(4), pages 545-580, December.
    3. Caputo, Michael R. & Lynch, Lori, 1993. "A Nonparametric Efficiency Analysis Of California Cotton Ginning Cooperatives," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(2), pages 1-15, December.
    4. Shafiq, Muhammad & Rehman, Tahir, 2000. "The extent of resource use inefficiencies in cotton production in Pakistan's Punjab: an application of Data Envelopment Analysis," Agricultural Economics, Blackwell, vol. 22(3), pages 321-330, April.
    5. Bayarsaihan, T. & Coelli, T. J., 2003. "Productivity growth in pre-1990 Mongolian agriculture: spiralling disaster or emerging success?," Agricultural Economics, Blackwell, vol. 28(2), pages 121-137, March.
    6. Isabelle Piot-Lepetit & Dominique Vermersch & Robert Weaver, 1997. "Agriculture's environmental externalities: DEA evidence for French agriculture," Applied Economics, Taylor & Francis Journals, vol. 29(3), pages 331-338.
    7. Jeffrey P. Katz, 1997. "Managerial behavior and strategy choices in agribusiness cooperatives," Agribusiness, John Wiley & Sons, Ltd., vol. 13(5), pages 483-495.
    8. Helfand, Steven M. & Levine, Edward S., 2004. "Farm size and the determinants of productive efficiency in the Brazilian Center-West," Agricultural Economics, Blackwell, vol. 31(2-3), pages 241-249, December.
    9. Werner Kleinhanß & Carmen Murillo & Carlos San Juan & Stefan Sperlich, 2007. "Efficiency, subsidies, and environmental adaptation of animal farming under CAP," Agricultural Economics, International Association of Agricultural Economists, vol. 36(1), pages 49-65, January.
    10. Kyriakos Kyriakopoulos & Matthew Meulenberg & Jerker Nilsson, 2004. "The impact of cooperative structure and firm culture on market orientation and performance," Agribusiness, John Wiley & Sons, Ltd., vol. 20(4), pages 379-396.
    11. Natalia Aldaz & JoaquIn MillAN, 2003. "Regional productivity of Spanish agriculture in a panel DEA framework," Applied Economics Letters, Taylor & Francis Journals, vol. 10(2), pages 87-90.
    12. Satbir Singh & Tim Coelli & Euan Fleming, 2001. "Performance of Dairy Plants in the Cooperative and Private Sectors in India," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 72(4), pages 453-479, December.
    13. Chakraborty, Kalyan & Misra, Sukant & Johnson, Phillip, 2002. "Cotton Farmers' Technical Efficiency: Stochastic and Nonstochastic Production Function Approaches," Agricultural and Resource Economics Review, Cambridge University Press, vol. 31(2), pages 211-220, October.
    14. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    15. Sueyoshi, Toshiyuki, 1999. "DEA non-parametric ranking test and index measurement: slack-adjusted DEA and an application to Japanese agriculture cooperatives," Omega, Elsevier, vol. 27(3), pages 315-326, June.
    16. Lerman, Zvi & Parliament, Claudia, 1991. "Size and industry effects in the performance of agricultural cooperatives," Agricultural Economics, Blackwell, vol. 6(1), pages 15-29, October.
    17. David D. Trechter, 1996. "Impact of diversification on agricultural cooperatives in Wisconsin," Agribusiness, John Wiley & Sons, Ltd., vol. 12(4), pages 385-394.
    18. Reinhard, Stijn & Knox Lovell, C. A. & Thijssen, Geert J., 2000. "Environmental efficiency with multiple environmentally detrimental variables; estimated with SFA and DEA," European Journal of Operational Research, Elsevier, vol. 121(2), pages 287-303, March.
    19. McAllister, Patrick H. & McManus, Douglas, 1993. "Resolving the scale efficiency puzzle in banking," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 389-405, April.
    20. Alvarez, Roberto & Crespi, Gustavo, 2003. "Determinants of Technical Efficiency in Small Firms," Small Business Economics, Springer, vol. 20(3), pages 233-244, May.
    21. Kumar, L.R. & Srinivas, K. & Singh, S.R.K., 2005. "Technical Efficiency of Rice Farms under Irrigated Conditions of North West Himalayan Region - A Non-Parametric Approach," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 60(3), pages 1-11.
    22. Lusine H. Aramyan & Christien J.M. Ondersteijn & Alfons G.J.M. Oude Lansink & Olaf van Kooten & Jo H.M. Wijnands, 2006. "Analyzing greenhouse firm performance across different marketing channels," Agribusiness, John Wiley & Sons, Ltd., vol. 22(2), pages 267-280.
    23. Alexander Gocht & Kelvin Balcombe, 2006. "Ranking efficiency units in DEA using bootstrapping an applied analysis for Slovenian farm data," Agricultural Economics, International Association of Agricultural Economists, vol. 35(2), pages 223-229, September.
    24. Shinji Kaneko & Katsuya Tanaka & Tomoyo Toyota & Shunsuke Managi, 2004. "Water efficiency of agricultural production in China: regional comparison from 1999 to 2002," International Journal of Agricultural Resources, Governance and Ecology, Inderscience Enterprises Ltd, vol. 3(3/4), pages 231-251.
    25. David G. Barton & Ted C. Schroeder & Allen M. Featherstone, 1993. "Evaluating the feasibility of local cooperative consolidations: A case study," Agribusiness, John Wiley & Sons, Ltd., vol. 9(3), pages 281-294.
    26. G.E. Boyle, 2004. "The economic efficiency of Irish dairy marketing co-operatives," Agribusiness, John Wiley & Sons, Ltd., vol. 20(2), pages 143-153.
    27. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    28. Dimara, Efthalia & Pantzios, Christos J. & Skuras, Dimitris & Tsekouras, Kostas, 2005. "The impacts of regulated notions of quality on farm efficiency: A DEA application," European Journal of Operational Research, Elsevier, vol. 161(2), pages 416-431, March.
    29. Bhushan, Surya, 2005. "Total Factor Productivity Growth of Wheat in India: A Malmquist Approach," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 60(1), pages 1-17.
    30. Alene, Arega D. & Zeller, Manfred, 2005. "Technology adoption and farmer efficiency in multiple crops production in eastern Ethiopia: A comparison of parametric and non-parametric distance functions," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 6(1).
    31. Edward C. Jaenicke & Laura L. Lengnick, 1999. "A Soil-Quality Index and Its Relationship to Efficiency and Productivity Growth Measures: Two Decompositions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 881-893.
    32. Piesse, Jenifer & Doyer, Tobias & Thirtle, Colin & Vink, Nick, 2005. "The changing role of grain cooperatives in the transition to competitive markets in South Africa," Journal of Comparative Economics, Elsevier, vol. 33(1), pages 197-218, March.
    33. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    34. 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.
    35. Johannes MICHELSEN, 1994. "THE RATIONALES OF COOPERATIVE ORGANIZATIONS. Some Suggestions from Scandinavia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 65(1), pages 13-34, January.
    36. Timo Kuosmanen & Diemuth Pemsl & Justus Wesseler, 2006. "Specification and Estimation of Production Functions Involving Damage Control Inputs: A Two-Stage, Semiparametric Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 499-511.
    37. Smith, P, 1990. "Data envelopment analysis applied to financial statements," Omega, Elsevier, vol. 18(2), pages 131-138.
    38. Juan F. Juliá & Ricardo J. Server, 2003. "Social Economy Companies in the Spanish Agricultural Sector: Delimitation and Situation in the Context of the European Union," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 74(3), pages 465-488, September.
    39. Giménez, Fernando Vidal & Río, Baldomero Segura Garcia Del & Gomis, Francisco José Del Campo, 2000. "Eficiencia de las cooperativas de comercialización hortofrutícola de la Comunidad Valenciana," Revista Espanola de Estudios Agrosociales y Pesqueros, Ministerio de Medio Ambiente, Rural y Marino (formerly Ministry of Agriculture), issue 188, pages 1-20.
    40. Laure Latruffe & Kelvin Balcombe & Sophia Davidova & Katarzyna Zawalinska, 2004. "Determinants of technical efficiency of crop and livestock farms in Poland," Applied Economics, Taylor & Francis Journals, vol. 36(12), pages 1255-1263.
    41. Chavas, Jean-Paul & Aliber, Michael, 1993. "An Analysis Of Economic Efficiency In Agriculture: A Nonparametric Approach," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-16, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Krisztina Melinda DOBAY, 2022. "The Resilience Of Agricultural Cooperatives In The Covid-19 Pandemic Time. Evidence From Romania," Agricultural Economics and Rural Development, Institute of Agricultural Economics, vol. 19(1), pages 13-30.
    2. Jaqueline Marcis & Sandro Cesar Bortoluzzi & Edson Pinheiro Lima & Sérgio Eduardo Gouvêa Costa, 2019. "Sustainability performance evaluation of agricultural cooperatives’ operations: a systemic review of the literature," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(3), pages 1111-1126, June.
    3. Metin Atmaca & Engin Demirel, 2017. "Economic Impact on Financial Ratios of Food Industry at Istanbul Stock Exchange Listed Firms," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 537-541.
    4. Maria Bonaventura Forleo & Luca Romagnoli & Nadia Palmieri & Angela Di Nocera, 2018. "Assessing the efficiency of aquaculture cooperatives. A country case study," Economia agro-alimentare, FrancoAngeli Editore, vol. 20(2), pages 205-220.
    5. Matyja, Małgorzata, 2017. "A Comparative Study of Profitability of Agricultural Cooperatives in Poland and Around the World," Problems of World Agriculture / Problemy Rolnictwa Światowego, Warsaw University of Life Sciences, vol. 17(32, Part ), December.
    6. Colamartino, Chiara & Dipierro, Anna Rita & Toma, Pierluigi & Frittelli, Massimo, 2023. "What lies behind the success of Italian GIs products? Questioning tradition in consortia via aggregated conditional efficiency," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    7. Ericka Costa & Michele Andreaus & Chiara Carini & Maurizio Carpita, 2012. "Exploring the efficiency of Italian social cooperatives by descriptive and principal component analysis," Service Business, Springer;Pan-Pacific Business Association, vol. 6(1), pages 117-136, March.
    8. Chiara Carini & Ericka Costa & Maurizio Carpita & Michele Andreaus, 2012. "The Italian Social Cooperatives in 2008: A Portrait Using Descriptive and Principal Component Analysis," Euricse Working Papers 1235, Euricse (European Research Institute on Cooperative and Social Enterprises).
    9. Yoshikatsu Shinozawa, 2010. "Mutual Versus Proprietary Ownership: An Empirical Study From The Uk Unit Trust Industry With A Company‐Product Measure," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 81(2), pages 247-280, June.
    10. Arcas-Lario, Narciso & Martín-Ugedo, Juan Francisco & Mínguez-Vera, Antonio, 2014. "Farmers’ Satisfaction with Fresh Fruit and Vegetable Marketing Spanish Cooperatives: An Explanation from Agency Theory," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 17(1), pages 1-20, February.

    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. Isidoro Guzmán Raja & Narciso Arcas Lario & Domingo García Pérez de Lema, 2006. "La eficiencia técnica como medida de rendimiento de las cooperativas agrarias," CIRIEC-España, revista de economía pública, social y cooperativa, CIRIEC-España, issue 55, pages 289-311, August.
    2. Theo Benos & Nikos Kalogeras & Martin Wetzels & Ko De Ruyter & Joost M. E. Pennings, 2018. "Harnessing a ‘Currency Matrix’ for Performance Measurement in Cooperatives: A Multi-Phased Study," Sustainability, MDPI, vol. 10(12), pages 1-38, December.
    3. Andrea BONFIGLIO, 2006. "Efficiency and Productivity Changes of the Italian Agrifood Cooperatives: a Malmquist Index Analysis," Working Papers 250, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    4. Reig-Martinez, Ernest & Picazo-Tadeo, Andres J., 2004. "Analysing farming systems with Data Envelopment Analysis: citrus farming in Spain," Agricultural Systems, Elsevier, vol. 82(1), pages 17-30, October.
    5. Boris Bravo-Ureta & Daniel Solís & Víctor Moreira López & José Maripani & Abdourahmane Thiam & Teodoro Rivas, 2007. "Technical efficiency in farming: a meta-regression analysis," Journal of Productivity Analysis, Springer, vol. 27(1), pages 57-72, February.
    6. Kassoum Ayouba & Jean-Philippe Boussemart & Stéphane Vigeant, 2017. "The impact of single farm payments on technical inefficiency of French crop farms," Review of Agricultural, Food and Environmental Studies, Springer, vol. 98(1), pages 1-23, July.
    7. Agnes Gold & Stefan Gold, 2019. "Drivers of Farm Efficiency and Their Potential for Development in a Changing Agricultural Setting in Kerala, India," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 855-880, September.
    8. Nodjitigje DJIMASRA, 2010. "Mesure de l'efficacité technique des pays africains producteurs du coton : une application de la méthode Data Envelopment Analysis (DEA)," LEO Working Papers / DR LEO 1207, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    9. Baharin, Roziana & isa, zaidi, 2018. "Box Cox- Fourier Flexible Functional Forms in Stochastic Metafrontier Analysis: The Cost Efficiency of the Insurance Industry in Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 135-144.
    10. Elena MELIA-MARTI & Ana Maria MARTINEZ-GARCIA, 2015. "Characterization And Analysis Of Cooperative Mergers And Their Results," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 86(3), pages 479-504, September.
    11. Lilienfeld, Amy & Asmild, Mette, 2007. "Estimation of excess water use in irrigated agriculture: A Data Envelopment Analysis approach," Agricultural Water Management, Elsevier, vol. 94(1-3), pages 73-82, December.
    12. Abhiman Das & Saibal Ghosh, 2006. "Financial deregulation and efficiency: An empirical analysis of Indian banks during the post reform period," Review of Financial Economics, John Wiley & Sons, vol. 15(3), pages 193-221.
    13. Kuhle Prudence Mnisi & Abdul Latif Alhassan, 2021. "Financial structure and cooperative efficiency: A pecking‐order evidence from sugarcane farmers in Eswatini," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(2), pages 261-281, June.
    14. Asish Saha & Nor Hayati Ahmad & Umakant Dash, 2015. "Drivers of technical efficiency in Malaysian banking: a new empirical insight," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 29(1), pages 161-173, May.
    15. Resti, Andrea, 1997. "Evaluating the cost-efficiency of the Italian Banking System: What can be learned from the joint application of parametric and non-parametric techniques," Journal of Banking & Finance, Elsevier, vol. 21(2), pages 221-250, February.
    16. C. Lovell & Shawna Grosskopf & Eduardo Ley & Jesús Pastor & Diego Prior & Philippe Eeckaut, 1994. "Linear programming approaches to the measurement and analysis of productive efficiency," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 2(2), pages 175-248, December.
    17. Yiorgos Gadanakis & Francisco José Areal, 2020. "Accounting for rainfall and the length of growing season in technical efficiency analysis," Operational Research, Springer, vol. 20(4), pages 2583-2608, December.
    18. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    19. Hande ERDOGAN AKTAN & Pinar KAYA SAMUT, 2013. "Analysis of the Ef f iciency Determinants of Turkey’s Agriculture Sector by Two-Stage Data Envelopment Analysis (DEA)," Ege Academic Review, Ege University Faculty of Economics and Administrative Sciences, vol. 13(1), pages 21-28.
    20. Theodoros Skevas & Jasper Grashuis, 2020. "Technical efficiency and spatial spillovers: Evidence from grain marketing cooperatives in the US Midwest," Agribusiness, John Wiley & Sons, Ltd., vol. 36(1), pages 111-126, January.

    More about this item

    Statistics

    Access and download statistics

    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:bla:annpce:v:79:y:2008:i:1:p:107-131. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1370-4788 .

    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.