DEA - jomc.ut.ac.irprescriptive analysis. Industrial Managementand Data System, 101(8), 390-399. 35....
Transcript of DEA - jomc.ut.ac.irprescriptive analysis. Industrial Managementand Data System, 101(8), 390-399. 35....
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Neely and Others, 1994, p.140
Dyson, 2000, p.5
Pehrsoon, 2001, p.442
Pehrsoon, 2001, p.441
Kreitner, 1998, pp.196-197
(Weston & Brigham, 1975, pp.2-3)
(Fahey, 1981, p.43)
(Zeleny, 1982)(Freeman, 1984)
(Velayas, 1992, p.12)
Wheelen, 1995, p.289
(Tsang & Jardine, 1999, p.692)
1. Strategic Clients
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DEA
Simons, 2000, p.57
Dyson, 2000, p.5
Simons, 2000, p.57Roberts, 1994, p.13
Boulding, 1956, p.205
Dyson, 2000, p.5
(Porter ,1980, p.127)
(Mintzberg, 1994, pp.107-108)
Parnell et al., 2000, pp.520-521
1. Corporate, Business and Function
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Hax and Mjulf, 1984,pp.291-292
Miles & Snow, 1978, pp.26-40
Parnell, et al., 2000, p. 521
(Neely, 1999, p.208)
Bitici et
al., 1997, p.522
ROI
(Wheelen, 1995, pp.286-287)
1. Return On Investment
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DEA
(Tsang & Jardine, 1999, p.696)
White, 1996, p.42
Robert, 1994, p.15
KPMG
Tsang & Jardine,1999, p.696
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Tsang & Jardine,
1999, p.698
White, 1996, p.44
][
(Pehrsson, 2001, pp.442-443)
White, 1996; Dyson, 2000; pehrsson, 2001; Saad, 2001
Neely et al., 1994, p.141
McAdam & Bailie, 2002, p.973
McAdam & Bailie, 2002, p.971
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DEA
Roberts, 1994, p.13
Ahmed & Montagno, 1996, p.421
BCC
(Farrell, 1957, pp.253-290)
(Charnes et al., 1978, p.436)
DEADEA
1. Shepherd 2. Data Envelopment Analysis 3. C.C.R
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DEA
DEACCRBCC
DEA
(Anderson & Peterson, 1993, pp.1261-1264)
DEA
BCC.BCC
Banker et al., 1984, pp.1078-1092)
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DEA
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DEA
Dyson, 2000, p.7
1. Input Slack
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DEA
Dyson, 2000, p.9
DEA
(Saad, 2001, p.391)
(Dyson, 2000, p.10)
(Tsang & Jardine, 1999, p.675
Velayas, 1992, p.25
Sharma et al., 1994, p.41
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DEA
Velayas, 1992, pp.36-42
xikxik
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DEA
kn
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DEA
DEA
CCRDEA
DEA
1. Normative Model
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(Murdick et al., 1990, pp.386-389)
(Cook & Slack, 1997, pp.127-130)
(Cook & Slack, 1997, pp.130-132)
1. Function
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DEA
.
(Cook & Slack, 1997, pp.132-135)
DEA
DEA
DEA
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(Marx, 1963, p.35)
(Tosi, 1981, p.5)
(Simons, 2000, p.59)
Murdick et al., 1990, p.386
(Simons, 2000, p.18)
(Dyson, 2000, p.8)
Artley & Stroh, 2001, p.11
Ahmed &
Montagno, 1996, p.42
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DEA
Costa &
Teare, 1995, p,11
DEA
(Dyson, 2000, p.5)
DEA
DEACCR
CCR
CCR
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DEA
DEA
DMU
DMU
DMU
DMUDMU
CCR
CCR
CCRCCR
DMU(Charnes et al., 1978, pp.435-438)
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DEA
DEA
S.D.S.M
DEA
DEA
S.D.S.M
S.D.S.M
1. Strategic Decision Support Model 2. Applied Models 3. Input Process Output
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S.D.S.M
S
(Neely et al., 1994, p.143; Parnell et al., 2000, p.522)
(Parnell et al., 2000, p.521)
SD (LV)
2
Strategy
3. Strategic Decisions (Latent Variable)
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DEA
I
S.D.S.MDEA
DEA
ICOC
DEA
1. Ideal 2. Reference Set 3. Dummy Unit 4. Input Criteria 5. Output Criteria
criteria(Weber, 1996, p.31)
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T
D
D
DEA
DEA
DEA(Saad, 2001, P.391)
BCCDEABCC
S.D.S.M
DEABCC
1. Time 2. Data
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DEA
BCC
S.D.S.M.
DEA
DEA
DEA
: P(E)
B(R)
1. Link DEA.solver
3. Performance(Efficiency) 4. Benchmark (Reference Set)
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ED(S/S)
D(T)
: R(PS)
:SK
:
R
1. Efficiency Development (Slack/Surplus)
2. Development (Target) 3. Relating (Performance and Strategy) 4. Relationship
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DEA
DEA
10. Ahmed, Nazim U. & Ray V. Montagno (1996). Operations strategy and organizational performance: an empirical study . International Journal of Operations and Production Management, 16(5), 41-53.
11. Andersen, p. & NC. Petersen (1993). A procedure for ranking efficient units in data envelopment analysis . Management Science, 39,1261-1264.
12. Artley, Will & Suzanne Stroh (2001). The Performance
Based Management
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Handbook: Establishing an Integrated Performance Management System. 2 , WWW.Orau.gov/pbm.
13. Banker, RD; A. Charnes & W.W. Cooper (1984). Some models for estimating technical and scale in efficiencies in data envelopment analysis . Management Science, 30(9),1078-1092.
14. Bititci, Umit S; Allan S. Carrie & Liam McDevitt (1997). Integrated performance measurement system: an audit and development guide . The TQM Magazine, 9(1), 522-534.
15. Boulding, Keneth E. (1956). General systems theory: the skeleton of science . Journal of Management Science, 2(3),197-208.
16. Charnes, A; W.W. Cooper & E. Rhodes (1978). Measuring the efficiency of decision making units . European Journal of Operational Research, 2, 429-444.
17. Cook, Steve & Nigel Slack (1997). Making Management Decisions. London, Prentice
Hall International Co. 18. Dyson, Robert (2000). Strategy, performance and operational research . Journal of
the Operational Research Society, 51, 5-11. 19. Farrell, M.J. (1975). The measurement of productive efficiency . Journal of Royal
Statistical Society, Series A,120 (3), 81-253 20. Hax, Arnoldo C. & Nicolas S. Majluf (1984). Strategic Management. London,
Prentice
Hall International Inc. 21. Kreitner, Robert (1998). Management. 7th Edition, Boston, Houghton Mifflin Co. 22. Marx, H. Melvin (1963). Theories in Contemporary Psychology. Macmillan Co. 23. McAdam, Rodney & Brian Bailie (2002). Business performance measures and
alignment impact on strategy . International Journal of Operations and Production Management, 22 (9), 972-996.
24. Miles. Raymond E. & Charles C. Snow (1978). Organizational Strategy, Structure and Process. New York, Mc Graw
Hill Book Co. 25. Mintzberg, H. (1994). The fall and rise of strategic planning . Harvard Business
Review, January-February, 107-108. 26. Murdick, Robert G. & Others (1990). Information System for Modern Management.
New Delhi, Prentice
Hall. 27. Neely, Andy (1999). The performance measurement revolution: why now and what
next? . Journal of Operations and Production Management, 19(2), 205-228. 28. Neely, Andy, John Mills, Ken Platts, Mike Gregory & Huw Richards (1994).
Realizing strategy through management . International Journal of Operations and Production Management, 4(3), 140-152.
29. O, Mara, Charles E; Paul w. Hyland & Ross L. Chapman (1998). Performance measurement and strategic change . Managing Service Quality, 8(3), 178-182.
30. Parnell, John A; Donald L. Lester & Michael L. Menefee (2000). Strategy as a response to organizational uncertainty: An alternative perspective on the strategy
performance relationship . Management Decision Journal, 38(8), 520-530. 31. Pehrsson, Anders (2001). The strategic states model: optimum strategies to reach
high performance . Management Decision, 39(6), 441-447.
![Page 29: DEA - jomc.ut.ac.irprescriptive analysis. Industrial Managementand Data System, 101(8), 390-399. 35. Sharma, Hemendra D; Sushil D. Gupta & Anand D. Gupta (1994). Entropy, quality and](https://reader034.fdocuments.us/reader034/viewer/2022052105/60400667beaefa3a96117258/html5/thumbnails/29.jpg)
DEA
32. Porter, Michael E. (1980). Competitive Strategy. New York, Free Press. 33. Roberts, Alexander (1994). Integrating strategy with performance measures .
Management Development Review, 9 (6), 13-15. 34. Saad, Germaine H. (2001). Strategic performance evaluation: descriptive and
prescriptive analysis . Industrial Management and Data System, 101(8), 390-399. 35. Sharma, Hemendra D; Sushil D. Gupta & Anand D. Gupta (1994). Entropy, quality
and wastivity:a unified view of system performance . The International Journal of System and Cybernetics. 23(8), 41-54.
36. Simons , Robert (2000). Performance Measurement and Control Systems for Implementing Strategy. New Jersey, Prentice Hall Co.
37. Teare, R.E; Jorge Costa & Gavin Eccles (1998). Relating strategy, structure and performance . Journal of Workplace Learning, 10(2), 58-75.
38. Tosi, Henry L. (1981). Theories of Organization. Ann Arbor, Michigan State University Press.
39. Tsang, Albert H.C. & Andrew K.S. Jardin (1999). Measuring maintenance performance : a holistic approach . International Journal of Operations and Production Management, 19 (7), 691-714.
40. Velayas, James Michael (1992). Strategic Management Decision Support for a Firm in Pursuit of the Displaced Ideal Utilizing DEA and Entropy. Saint Louis University, Degree: PHD.
41. Wheelen, Thomas L. (1995). Strategic Management and Business Policy. Fifth Edition, Massachusetts, Addison Wesley Publishing Co.
42. White, Gregory P. (1996). A survey and taxonomy of strategy
related performance measures for manufacturing . International Journal of Operations and Production Management, 16 (3), 42-61.