IDEAS home Printed from https://ideas.repec.org/h/spr/sprchp/978-0-387-71607-7_12.html
   My bibliography  Save this book chapter

Network DEA

In: Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis

Author

Listed:
  • Rolf Färe

    (Oregon State University)

  • Shawna Grosskopf

    (Oregon State University)

  • Gerald Whittaker

    (USDA)

Abstract

This chapter describes network DEA models, where a network consists of sub-technologies. A DEA model typically describes a technology to a level of abstraction necessary for the analyst’s purpose, but leaves out a description of the sub-technologies that make up the internal functions of the technology. These sub-technologies are usually treated as a “black box”, i.e., there is no information about what happens inside them. The specification of the sub-technologies enables the explicit examination of input allocation and intermediate products that together form the production process. The combination of sub-technologies into networks provides a method of analyzing problems that the traditional DEA models cannot address. We apply network DEA methods to three examples; a static production technology with intermediate products, a dynamic production technology, and technology adoption (or embodied technological change). The data and GAMS code for two examples of network DEA models are listed in appendices.

Suggested Citation

  • Rolf Färe & Shawna Grosskopf & Gerald Whittaker, 2007. "Network DEA," Springer Books, in: Joe Zhu & Wade D. Cook (ed.), Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis, chapter 0, pages 209-240, Springer.
    • Handle: RePEc:spr:sprchp:978-0-387-71607-7_12
    DOI: 10.1007/978-0-387-71607-7_12
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. אסתר טולידנו, 1996. "מקבלי דמי אבטלה בשנת 1995," Working Papers 509, National Insurance Institute of Israel.
    2. 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.
    3. חנה וייל, 1995. "סיעוד במגזר הערבי," Working Papers 397, National Insurance Institute of Israel.
    4. אסתר טולידנו, 1995. "מקבלי דמי אבטלה בשנת 1994," Working Papers 444, National Insurance Institute of Israel.
    5. R. G. Chambers & Y. Chung & R. Färe, 1998. "Profit, Directional Distance Functions, and Nerlovian Efficiency," Journal of Optimization Theory and Applications, Springer, vol. 98(2), pages 351-364, August.
    6. Rolf Färe & Gerald Whittaker, 1995. "An Intermediate Input Model Of Dairy Production Using Complex Survey Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 46(2), pages 201-213, May.
    7. J. v. Neumann, 1945. "A Model of General Economic Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 13(1), pages 1-9.
    8. תמר אליאב, 1996. "גמלאות אמהות 1995‎-1992," Working Papers 395, National Insurance Institute of Israel.
    9. אסתר טולידנו, 1994. "מקבלי דמי אבטלה בשנת 1993," Working Papers 439, National Insurance Institute of Israel.
    10. הנק הבסי ובלהה זיסלין, 1996. "תב"ל - תעסוקת בית למרותקים," Working Papers 162, National Insurance Institute of Israel.
    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. Huiskonen, Janne & Pirttila, Timo, 2002. "Lateral coordination in a logistics outsourcing relationship," International Journal of Production Economics, Elsevier, vol. 78(2), pages 177-185, July.
    2. Ouyang, Liang-Yuh & Chang, Hung-Chi, 2002. "A minimax distribution free procedure for mixed inventory models involving variable lead time with fuzzy lost sales," International Journal of Production Economics, Elsevier, vol. 76(1), pages 1-12, March.
    3. Jimenez, Javier Salinas & Chaparro, Francisco Pedraja & Smith, Peter C., 2003. "Evaluating the introduction of a quasi-market in community care," Socio-Economic Planning Sciences, Elsevier, vol. 37(1), pages 1-13, March.
    4. de Haan, Job & Yamamoto, Masaru & Lovink, Gerben, 2001. "Production planning in Japan: rediscovering lost experiences or new insights?," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 101-109, May.
    5. Percy, David F. & Kobbacy, Khairy A. H. & Fawzi, Bahir B., 1997. "Setting preventive maintenance schedules when data are sparse," International Journal of Production Economics, Elsevier, vol. 51(3), pages 223-234, September.
    6. Muda, Shaladdin & Hendry, Linda, 2002. "Developing a new world class model for small and medium sized make-to-order companies," International Journal of Production Economics, Elsevier, vol. 78(3), pages 295-310, August.
    7. Homburg, Carsten, 2001. "Using data envelopment analysis to benchmark activities," International Journal of Production Economics, Elsevier, vol. 73(1), pages 51-58, August.
    8. Ammar, Salwa & Wright, Ronald, 2000. "Applying fuzzy-set theory to performance evaluation," Socio-Economic Planning Sciences, Elsevier, vol. 34(4), pages 285-302, December.
    9. Lillrank, Paul & Holopainen, Sami & Paavola, Teemu, 2002. "Analyzing productivity with the enabler-effect map," International Journal of Production Economics, Elsevier, vol. 78(1), pages 69-78, July.
    10. Levitin, G. & Meizin, L., 2001. "Structure optimization for continuous production systems with buffers under reliability constraints," International Journal of Production Economics, Elsevier, vol. 70(1), pages 77-87, March.
    11. Maffin, David & Braiden, Paul, 2001. "Manufacturing and supplier roles in product development," International Journal of Production Economics, Elsevier, vol. 69(2), pages 205-213, January.
    12. Forza, C. & Salvador, F., 2001. "Information flows for high-performance manufacturing," International Journal of Production Economics, Elsevier, vol. 70(1), pages 21-36, March.
    13. Hinterhuber, Hans H. & Friedrich, Stephan A., 2002. "The technology dimension of strategic leadership : The leadership challenge for production economists," International Journal of Production Economics, Elsevier, vol. 77(3), pages 191-203, June.
    14. Giannoccaro, Ilaria & Pontrandolfo, Pierpaolo, 2002. "Inventory management in supply chains: a reinforcement learning approach," International Journal of Production Economics, Elsevier, vol. 78(2), pages 153-161, July.
    15. Hallikas, Jukka & Virolainen, Veli-Matti & Tuominen, Markku, 2002. "Risk analysis and assessment in network environments: A dyadic case study," International Journal of Production Economics, Elsevier, vol. 78(1), pages 45-55, July.
    16. Zhaohui Zeng, Amy & Hayya, Jack C., 1999. "The performance of two popular service measures on management effectiveness in inventory control," International Journal of Production Economics, Elsevier, vol. 58(2), pages 147-158, January.
    17. Hicks, C. & McGovern, T. & Earl, C. F., 2000. "Supply chain management: A strategic issue in engineer to order manufacturing," International Journal of Production Economics, Elsevier, vol. 65(2), pages 179-190, April.
    18. Raab, Raymond & Kotamraju, Pradeep & Haag, Stephen, 2000. "Efficient provision of child quality of life in less developed countries: conventional development indexes versus a programming approach to development indexes," Socio-Economic Planning Sciences, Elsevier, vol. 34(1), pages 51-67, March.
    19. Pham, Manh D. & Zelenyuk, Valentin, 2019. "Weak disposability in nonparametric production analysis: A new taxonomy of reference technology sets," European Journal of Operational Research, Elsevier, vol. 274(1), pages 186-198.
    20. Anjomani, Ardeshir, 2002. "Regional growth and interstate migration," Socio-Economic Planning Sciences, Elsevier, vol. 36(4), pages 239-265, December.

    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:spr:sprchp:978-0-387-71607-7_12. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.