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Page 1: 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

DEA

:

DEA

DEA

*

Email: [email protected]

Page 2: 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

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

Page 3: 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

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

Page 4: 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

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

Page 5: 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

DEA

(Tsang & Jardine, 1999, p.696)

White, 1996, p.42

Robert, 1994, p.15

KPMG

Tsang & Jardine,1999, p.696

Page 6: 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

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

Page 7: 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

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

Page 8: 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

DEA

DEACCRBCC

DEA

(Anderson & Peterson, 1993, pp.1261-1264)

DEA

BCC.BCC

Banker et al., 1984, pp.1078-1092)

s

rrr wyuMaxz

100

S.t:

0

0

1

,

1 1

10

ir

s

r

m

iijirjr

m

iii

vu

wxvyu

xv

),...,2,1( nj

w

Z0

Page 9: 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

DEA

Urr

Vri

yr0

r

xi0i

yrjr

j

W

xijij

BCC

0Miny S.t:

n

jrjrj yy

10

),...,2,1( sr

n

jjiji xx

10 0 ),...,2,1( mi

n

jj

1

1

0j

j

Ur

VrBCC

BCC

Page 10: 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

s

rrr wyuMaxz

100

S.t: m

iii xv

10 1

s

r

m

iijirjr wxvyu

1 1

0 ),...,2,1( nj

ir vu ,

s

rr

m

ii ssMaxz

11

S.t: n

jirjij xsx

10

* ),...,2,1( mi

n

jrrjrj ysy

10

),...,2,1( sr

n

jj

1

1

0j

*iSi-*r

Sj+*

*iSr-*rSr

+*

DEA

Dyson, 2000, p.7

1. Input Slack

Page 11: 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

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

Page 12: 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

s

10 SP

s

sp

1

SP

11

1/PS

sp

1log0

pq

q

1log0

sqPlog

1log

1log

Sk, ...,m,

k =SkPk

H

m

kkk PPH

1

log

Page 13: 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

DEA

Velayas, 1992, pp.36-42

xikxik

ii= 1, 2, , nk

k= 1, 2, , mxi*

ixi-*

xikDik

Dik xik

xi*

Maxxi * kix ,*

,

i

ki

x

x

ik

kiD ,

Minxi* kix ,ki

i

x

x

,

*

ik

i

m

kkiiikiiki ddgddddH

1,,, )/(ln)/()/(

n

i

m

kkikiki DDd

1 1,,, /

m

kkii dd

1,

Page 14: 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

Dikdik

xik

MaxHi

ki

d

d ,

MaxHmln

.i

ki

d

d ,

MaxHi

)( ide:

m

1k,,i )/ln()/( -(1/ln(m))e(d ikiiki dddd

ii

i

10 i

n

ii

1

1

edi1

e(di1

)e(-1 ii d E)-/(n

n

iideE

1

)(

in

i

i

i

wi i

n

iiiiii ww

1

/

),...,2,1( ni

n

ii

1

1 10 i

Page 15: 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

DEA

kn

sksk

)*( ,1

ki

n

iiik dds

10 ks

ik

kkiiki sdd /)*( ,,

DEA

DEA

CCRDEA

DEA

1. Normative Model

Page 16: 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

(Murdick et al., 1990, pp.386-389)

(Cook & Slack, 1997, pp.127-130)

(Cook & Slack, 1997, pp.130-132)

1. Function

Page 17: 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

DEA

.

(Cook & Slack, 1997, pp.132-135)

DEA

DEA

DEA

Page 18: 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

(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

Page 19: 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

DEA

Costa &

Teare, 1995, p,11

DEA

(Dyson, 2000, p.5)

DEA

DEACCR

CCR

CCR

Page 20: 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

DEA

DEA

DMU

DMU

DMU

DMUDMU

CCR

CCR

CCRCCR

DMU(Charnes et al., 1978, pp.435-438)

Page 21: 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

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

Page 22: 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

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)

Page 23: 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

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)

Page 24: 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

T

D

D

DEA

DEA

DEA(Saad, 2001, P.391)

BCCDEABCC

S.D.S.M

DEABCC

1. Time 2. Data

Page 25: 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

DEA

BCC

S.D.S.M.

DEA

DEA

DEA

: P(E)

B(R)

1. Link DEA.solver

3. Performance(Efficiency) 4. Benchmark (Reference Set)

Page 26: 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

ED(S/S)

D(T)

: R(PS)

:SK

:

R

1. Efficiency Development (Slack/Surplus)

2. Development (Target) 3. Relating (Performance and Strategy) 4. Relationship

Page 27: 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

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.

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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

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