Data Envelopment Analysis and Performance Measurement

437 Pages·2014·7.26 MB·English

A
E
D

F

O A
I
E S
C Y
N A
E L
R A
E M
F
N ,
R
O
U
C
P

L M
A
U
N
L
O

I A
T L
A A
N U
R K
E

T ,
4
N
1
I
0
H
2
T

2 L
1 I RECENT DEVELOPMENTS IN
R
E P
H A DATA ENVELOPMENT ANALYSIS
T
,
4
F
O 1 AND ITS APPLICATIONS
0
S
G 2 Proceedings of the 12th International Conference of DEA
N A
I
D E
E D
E
C EDITED BY:
O
R
Ali Emrouznejad, Rajiv Banker
P
Susila M. Doraisamy and BI ehrouz Arabi
I
II
Title: Recent Developments in Data Envelopment Analysis and its Applications
Subtitle (series): Proceedings of the 12th International Conference on Data
Envelopment Analysis
Venue: DEA2014, April 2014, Kuala Lumpur, Malaysia
Edited by: Ali Emrouznejad, Rajiv Banker,
Susila M. Doraisamy and Behrouz Arabi
Date of Publication: November 2014
Number of Page: 416pp
ISBN: 978 1 85449 487 0
Citation: Emrouznejad, A., R. Banker R., S. M. Doraisamy and B. Arabi (2014),
Recent Developments in Data Envelopment Analysis and its Applications: Proceedings
of the 12th International Conference of DEA, April 2014, Kuala Lumpur, Malaysia,
ISBN: 978 1 85449 487 0
III
Recent Developments in
Data Envelopment Analysis
and its Applications
Proceedings of the 12th International Conference of DEA, June 2014, Kuala Lumpur, Malaysia

EDITED BY:
Ali Emrouznejad
Aston Business School
Aston University
Birmingham B4 7ET
UK

Rajiv Banker
Fox School of Business and Management
Temple University
Philadelphia, PA 19121

USA

Susila M. Doraisamy
Department of Applied Statistics
Faculty of Economics and Administration
University of Malaya, 50603
Kuala Lumpur
Malaysia

Behrouz Arabi
Department of Applied Statistics
Faculty of Economics and Administration
University of Malaya, 50603
Kuala Lumpur
Malaysia

November 2014
ISBN: 978 1 85449 487 0

IV
V
PREFACE: A MESSAGE FROM THE LOCAL ORGANIZERS

On behalf of the Organizing Committee I am pleased to present
the proceedings of the 12th International Conference on Data
Envelopment Analysis (DEA) held in Kuala Lumpur, Malaysia in
April, 2014. This conference was proudly hosted by University
of Malaya. The conference attracted a record number of papers
from universities and industries in over 37 countries of the world
and 164 papers were selected for presentation at the conference.
Performance management is one of the cornerstones of business
excellence. Business excellence models encourage the use of
performance measures and consider the design of performance
measurement systems. This conference provides a platform for
scientists and researchers from all over the world to share their
ideas and present solutions to performance management and
measurement issues.
This conference collects the latest research results, developments
in DEA and applications of it to performance management in
public and private sectors. This volume of the DEA conference
proceeding contains a selection of 60 papers that were presented
during the 12th International Conference on DEA. The organizing
committee hopes that this proceeding will provide readers with a
broad overview of latest advances in research on efficiency and
productivity measurement, new methodological developments
and interesting applications.
We would like to express our sincere appreciation to all authors
for their contribution to this conference. A special thanks should
also be extended to the session chairs and all the reviewers who
gave the time to evaluate the submissions. Finally, we would also
like to thank the members of the organizing committee for the
time and energy devoted to making the DEA 2014 conference a
most worthy and enjoyable event for the international
participants.
Associate Professor Susila Munisamy Doraisamy
Chair of the Organizing Committee

VI
VII
TABLE OF CONTENTS
In the alphabetic order of titles
A COMPARISON OF DEA AND STATISTICAL REGRESSION ANALYSIS IN EXPLORING
PROPERTY VALUE EFFECTS OF FERRY TERMINALS IN BRISBANE ...................................................... 1
BARBARA T.H. YEN .....................................................................................................................................................
CHI-HONG (PATRICK) TSAI ..........................................................................................................................................
CORINNE MULLEY .......................................................................................................................................................
MATTHEW BURKE ........................................................................................................................................................
A DYNAMIC NETWORK DEA MODEL: AN APPLICATION TO MEXICAN COMMERCIAL BANKS
BEFORE AND AFTER THE 2008 GLOBAL FINANCIAL CRISIS ..................................................................... 9
FRANCISCO VARGAS SERRANO ....................................................................................................................................
LUIS RENTERÍA GUERRERO..........................................................................................................................................
GENEVIEVE MARCHINI WAESELYNCK .........................................................................................................................
GANG CHENG ...............................................................................................................................................................
PANAGIOTIS ZERVOPOULOS .........................................................................................................................................
A NEUTRAL DEA MODEL IN CELLULAR MANUFACTURING SYSTEMS WITH ASSIGNMENT
WORKER .................................................................................................................................................................. 15
REZA KIA .....................................................................................................................................................................
BABOOSHKA SHAVAZIPOUR .........................................................................................................................................
NIKBAKHSH JAVADIAN ................................................................................................................................................
A NEW FRAMEWORK OF BANKING RISK MANAGEMENT EFFICIENCY ANALYSIS: AN
INTEGRATED APPROACH BASED ON HEDGE ACCOUNTING AND DATA ENVELOPMENT
ANALYSIS (DEA) ..................................................................................................................................................... 21
SHAHSUZAN ZAKARIA .................................................................................................................................................
SARDAR M. N. ISLAM ..................................................................................................................................................
A NEW LINK BETWEEN MOLP AND DEA MODELS IN THE PRESENCE OF UNDESIRABLE
OUTPUTS .................................................................................................................................................................. 29
ALI EBRAHIMNEJAD .....................................................................................................................................................
MADJID TAVANA .........................................................................................................................................................
A NON-RADIAL DATA ENVELOPMENT ANALYSIS MODEL FOR WEIGHT GENERATION IN THE
ANALYTIC HIERARCHY PROCESS ................................................................................................................... 35
EHSAN MOMENI ...........................................................................................................................................................
SEYED ESMAEIL NAJAFI ...............................................................................................................................................
FATEMEH ABBASI ........................................................................................................................................................
A PERFORMANCE-BASED SUBSIDY ALLOCATION OF FERRY TRANSPORTATION: A DATA
ENVELOPMENT APPROACH .............................................................................................................................. 43
MING-MIIN YU ............................................................................................................................................................
LI-HSUEH CHEN ...........................................................................................................................................................
BO HSIAO .....................................................................................................................................................................
A TWO-STAGE DOUBLE BOOTSTRAP DATA ENVELOPMENT ANALYSIS OF TECHNICAL
EFFICIENCY OF RICE FARMS IN GHANA ....................................................................................................... 50
REBECCA OWUSU ........................................................................................................................................................
ATAKELTY HAILU ........................................................................................................................................................
AN ANALYSIS OF MICROFINANCE EFFICIENCY: ASSET AND INTERMEDIATION APPROACHES
VIII
USING THE DEA MODEL ...................................................................................................................................... 56
ELEANOR DOMINGO ....................................................................................................................................................
EMILYN CABANDA ......................................................................................................................................................
AN INTEGRATED FUZZY DATA ENVELOPMENT ANALYSIS AND DATA MINING FOR
PERFORMANCE ASSESSMENT OF INSURANCE BRANCHES .................................................................... 64
SOMAYEH SHAFAGHIZADEH ........................................................................................................................................
MAHDI YOUSEFI NEJAD ATTARI ..................................................................................................................................
APPLICATIONS OF NETWORK DEA TO TRANSPORTATION .................................................................... 75
SEBASTIÁN LOZANO ....................................................................................................................................................
PLÁCIDO MORENO .......................................................................................................................................................
ASSESSING TECHNICAL EFFICIENCY OF RICE PRODUCTION IN SELECTED GRANARY’S IN
MALAYSIA: AN APPLICATION OF DATA ENVELOPMENT ANALYSIS (DEA) ....................................... 81
ENGKU ELINI, ENGKU ARIFF ........................................................................................................................................
STEPHEN RAMSDEN .....................................................................................................................................................
NEIL CROUT .................................................................................................................................................................
BENCHMARKING THE PERFORMANCE OF FARMS USING THE EXPECTED MINIMUM INPUT
FUNCTIONS: A ROBUST FRONTIER APPROACH .......................................................................................... 87
AMIN W. MUGERA .......................................................................................................................................................
CAN EDUCATION TARGETS BE MET WITHOUT INCREASING PUBLIC SPENDING? AN ANALYSIS
FOR BRAZILIAN MUNICIPALITIES .................................................................................................................. 93
FABIANA ROCHA ..........................................................................................................................................................
PLÍNIO PORTELA DE OLIVEIRA .....................................................................................................................................
JANETE DUARTE ..........................................................................................................................................................
SÉRGIO RICARDO DE BRITO GADELHA ........................................................................................................................
LUIS FELIPE VITAL NUNES PEREIRA ............................................................................................................................
DATA ENVELOPMENT ANALYSIS AND THE QUALITY FRONTIER FOR PUBLIC SERVICES .......... 99
DAVID J. MAYSTON .....................................................................................................................................................
DATA FUSION OF ROCK BREAKAGE USING DATA ENVELOPMENT ANALYSIS .............................. 105
TOMMI KAUPPINEN ......................................................................................................................................................
JOHN JACKSON .............................................................................................................................................................
EMMANUEL MANLAPIG ...............................................................................................................................................
JANINE LAY .................................................................................................................................................................
DEA EFFICIENCY AND FORECASTING THE PRODUCTIVITY CHANGE WITH BROWNIAN
MOTION FOR CENTRAL BANK OF MALAYSIA ........................................................................................... 111
MD. AZIZUL BATEN .....................................................................................................................................................
MAZNAH MAT KASIM ..................................................................................................................................................
RAZAMIN RAMLI ..........................................................................................................................................................
DEA MODEL WITHOUT EXPLICIT INPUTS WITH MAJORITY PREFERENCE ................................... 117
GUO-LIANG YANG .......................................................................................................................................................
ALI EMROUZNEJAD ......................................................................................................................................................
WEN-BIN LIU ...............................................................................................................................................................
LI-YING YANG .............................................................................................................................................................
DO PLAYERS PERFORMANCE INDICATE TEAM PERFORMANCE: TURKISH BASKETBALL
LEAGUE EXAMPLE ............................................................................................................................................. 124
HASAN BAL ................................................................................................................................................................
IX