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7/31/2019 Presentation for Faith University - Turkey
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Fatih University, Istanbul, Turkey
Supply Chain Management: The Latest Trends
Presented By
Dr. Md. Mamun HabibAssistant Professor
Dept. of Operations Management
Faculty of Business Administration
American International University
Bangladesh (AIUB)
May 02, 2012
Dep't of Industrial Engineering, Fatih University
Istanbul, Turkey
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Research PublicationsConference Proceedings
1.Habib, M. and C. Jungthirapanich, An Integrated Framework for Research and Education Supply
Chain for the Universities, 4th IEEE International Conference on Management of Innovation and
Technology, IEEE Computer Society, USA, Sep., 2008, pp. 1027-1032, ISBN 978-1-4244-2329-3
2. Habib, M. and C. Jungthirapanich, IntegratedEducational Supply Chain Management (IESCM) for
the Universities,Sixth AIMS International Conference on Management, India, Dec., 2008
3. Habib, M. and C. Jungthirapanich, A Research Model of Integrated Educational Supply Chain for the
Universities, INFOMS International Conference on Technology and Business Management (ICTBM),
Dubai, March, 2009
4. Habib, M. Research Framework of Education Supply Chain, Research Supply Chain and Educational
Management for the Universities, International Conference on Information Technology, Thailand,
March, 2009
5. Habib, M., An Integrated Research Framework of Educational Management for the Universities
INFOMS Ninth International Conference on Operations and Quantitative Management Los Angeles,
USA, June, 2009
6. Habib, M. and C. Jungthirapanich, Research Framework of Educational Supply Chain Management
for the Universities, IEEE International Conference on Engineering Management and Service Sciences
EMS, China, September, 2009, ISBN 978-1-4244-4638-4 2
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Research PublicationsConference Proceedings (Continued)
7.Habib, M. An Empirical Study of Education & Research Supply Chain for the Universities Seventh
AIMS International Conference Management, India, December, 2009
8.Habib, M. and C. Jungthirapanich, An Empirical Study of Educational Supply Chain Management for
the Universities INFORMS International Conference on Industrial Engineering and Operations
Management (IEOM), Bangladesh, January, 2010, ISBN 978-984-33-0989-1
9.Habib, M. An Empirical Study of Integrated Tertiary Educational Management International
Conference on Operations and Management Sciences 2010 - ICOMS 10, India, February, 2010
10.Habib, M. and C. Jungthirapanich, An Empirical Research of Integrated Educational Management
for the Universities, The 2nd IEEE International Conference on Information Management and
Engineering (ICIME), China, April, 2010, ISBN: 978-1-4244-5263-7
11.Habib, MamunAn Empirical Research of Educational Supply Chain for the Universities,The 5th
IEEE International Conference on Management of Innovation and Technology (ICMIT), Singapore,
June, 2010, E-ISBN 978-1-4244-6566-8, Print ISBN 978-1-4244-6565-1
12.Habib, M. An Empirical Study of Tertiary Educational Supply Chain Management, International
Conference on Knowledge globalization, 2010, Bangladesh, May, 2010, ISBN 978-984-33-1691-23
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Research PublicationsConference Proceedings (Continued)
13. Habib, Dr. Md. Mamun, An Exploratory Study of Supply Chain Management for Tertiary
Educational Institutions, 2011 IEEE International Technology Management Conference (ITMC), San
Jose, California USA, June, 2011, ISBN 978-1-61284-950-8
14. Habib, Dr. Mamun, An Exploratory Research on Educational Supply Chain Management, The IEEE
International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore,
December, 2011, ISBN 978-1-4577-0738-4
15. Habib, Md. Mamun, An Integrated Tertiary Educational Supply Chain Management (ITESCM)
Model, SAARANSH - International Conference PrCON -2012 on Developing Strategies for
Organizations in Global Economics: Prospects, Issues & Challenges, India, February, 2012
16. Habib, M., Pathik and Chowdhury, Analysis of Educational Supply Chain Management Model: ACase Study Approach, The 3rd International Conference on Industrial Engineering and Operations
Management (IEOM), Turkey, July, 2012
17. Habib, M., Pathik and Chowdhury, A Descriptive Study on Supply Chain Management Model for the
Academia, The 6th IEEE International Conference on Management of Innovation and Technology
(ICMIT), Indonesia, June, 20124
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Research PublicationsJournals
1.Habib, M. and C. Jungthirapanich, Research Framework of Education Supply Chain, Research Supply Chain
and Educational Management for the Universities, International Journal of the Computer, the Internet
and Management (IJCIM), Thailand, Vol. 17, No. SP1, 2009, pp.24.1-8, ISSN 0858-7027
2.Habib, M. and C. Jungthirapanich, IntegratedEducational Management for the Universities,The Journal
of China-USA Business Review, David Publishing Company, IL, USA, Vol. 8, No. 8, 2009, pp. 25-38, ISSN
1537-1514, CBSN 270B0070
3. Habib, M. and C. Jungthirapanich, An Integrated Form of Educational Management for the Universities,
International Journal of Management Science & Engineering Management (IJMSEM), 2010
4. Habib, Dr. Md. Mamun, SupplyChain Management: Theory and its Future Perspectives, International
Journal of Business, Management and Social Sciences (IJBMSS), Vol. 1, No. 1, 2010
5. Habib, Dr. Md. Mamun, An Exploratory Analysis of Educational Management for the Universities,
International Journal of Engineering, Business, Management (IJEBM), Croatia, Vol. 3, No. 3, September,
2011, ISSN 1847-9790
6. Habib, Dr. Md. Mamun and Pathik, Bishwajit B. An Investigation of Education and Research Management
for Tertiary Academic Institutions International Journal of Engineering, Business, Management (IJEBM),
Croatia, 2012, ISSN 1847-9790
7. Habib, Dr. Md. Mamun and Ali, Mohammad, The material requirements planning system for readymade
garments and inventory control, Journal of Applied Management and Investments (JAMI), Ukraine, May,2012, ISSN 2225-3467
5
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Research PublicationsBooks
1. Habib, M. and C. Jungthirapanich, International Supply Chain Management: Integrated Educational
Supply Chain Management (IESCM) Model for the Universities, International Retailing: Text andReadings, S L Gupta, (Ed.), Excel Books, India, June, 2010, ISBN: 978-81-7446-859-8
2. Habib, Md. Mamun, An Empirical Research of ITESCM (Integrated Tertiary Educational Supply Chain
Management) Model Dr. Md. Mamun Habib (Editor), Management and Services, Sciyo.com,
Croatia, October, 2010, ISBN 978-953-307-118-3
3. Habib, Dr. Md. Mamun, Supply Chain Management for Academia -An Integrated Tertiary EducationalSupply Chain Management(ITESCM),LAP Lambert Academic Publishing, Germany, December 2010,
ISBN 978-3-8433-8026-3
4. Habib, Dr. Md. Mamun, Feasibility Study: Marketing, Financial & Operational Analysis; Private
University Establishment GlobalContext, LAP Lambert Academic Publishing, Germany, February,
2011, ISBN 978-3-8433-5479-0
5. Habib, Md. Mamun, SupplyChain Management (SCM): Theory andEvolutionDr. Md. Mamun Habib
(Editor), Supply Chain Management Applications and Simulations, InTech Open Access, Croatia,
September 2011, ISBN 978-953-307-250-0
6. Habib, Md. Mamun and Goncharuk, Anatoliy, Performance Measurement through Supply Chain
Management: A Case Study on Academia, LAP Lambert Academic Publishing, Germany, January,
2012, ISBN 978-3-8473-7021-5 6
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RationaleSupply chain management (SCM) is needed for various reasons
(Stevenson, 2002)
improving operations
better outsourcing increasing profits
enhancing customer satisfaction
generating quality outcomes
tackling competitive pressures
increasing globalization
increasing importance of E-commerce
growing complexity of supply chains
7
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Basic Supply Chain (for Manufacturing Industry)
The Basic Supply Chain (Chopra and Meindl, 2001)
Rationale
8
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Basic Supply Chain (for Service Industry)
SupplierService Provider
Customer
RawMaterials
FinishedProducts
Consumer
Rationale
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Decision Phases of a Supply Chain
Strategy or Design
Planning
Operation Strategy
Planning
Operation
Level-One
Level-Two
Level-Three
Rationale
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A Comparative Analysis of SCM in Different Arenas
Most supply chain management (SCM) literature focuses on themanufacturing industry
Only little literature on SCM in the service industry
Very few research papers on SCM in the academia
Rationale
11
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Research Objectives
To depict a holistic view, comprising inputs, the process, and
outputs of the educational supply chain
To develop an integrated supply chain for the universities
To develop a model of supply chain management for tertiaryeducational institutions
12
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Significance
Educational supply chain management improves the well-being
of the end customer or the society.
The exploratory study addresses the education supply chain, theresearch supply chain, and educational management.
The proposed conceptual model for the universities provides a
novel approach for decision makers.
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ScopeThe proposed model is applicable only to tertiary educational
institutions. Further studies, using data from primary,
secondary, as well as other tertiary educational institutions, are
required.
The validity of the model depends much on the completeness
and accuracy of the input data.
The proposed model was evaluated conceptually via empirical
data.
14
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Literature Review
Evolutionary Timeline of SCM
15
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Literature Review (Continued)Main activities in the universities [Habib and Chamnong (2008, 2009,2010); Lau (2007); OBrian & Kennith (1996)]
Education Development (ED)
Education Assessment (EA)
Research Development (RD)
Research Assessment (RA)
Different factors in the universities[Habib and Chamnong (2008, 2009);Habib (2010, 2011)]
Programs Establishment (PE)
University Culture (UC)
Faculty Capabilities (FC)
Facilities (FA)
16
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Research Methodology
An empirical research
Survey Research Technique
Sample Size: 493 Respondents
Respondents: All stakeholders, representing university
administrators, faculty, staffs, employers and graduates
Sampling Procedure: Non-probability sampling (Judgment
sampling)
17
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Research Methodology (Continued)Respondents Questionnaire Procedure No. of Respondents Total No. of Respondents
University Administrators
Email 48
72Self-Administered 24
Faculty Members
Email 41
64Self-Administered 23
University Staff
Email 9
38Self-Administered 29
Employers
Email 0
153Self-Administered 153
Graduates
Email 8
166Self-Administered 158
493
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Research Methodology(Continued) Reliability: Internal Consistent Reliability Coefficient, CronbachsAlpha is 0.961
Validity: Validated through survey data from leading tertiary educational
institutions around the world
Questionnaire: Close-ended
Measurement Scale: Five-point Likert Scale (Interval Scale)
Operational Component : Multiple Linear Regression (MLR) Analysis
Structural Equation Modeling (SEM) techniques through AMOS
19
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Model Development
Theoretical Frameworks
OBrien and Kenneth (1996) reported the results from a survey conducted
among students and employers.
Lau (2007) performed an in-depth case study approach to developing an
educational supply chain as the student and the research supply chainfor the City University of Hong Kong.
20
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Model Development (Continued)
Model consists of the educational supply chain and educational management
Model was developed based on the analysis of literature, past theoretical
frameworks, interviews with stakeholders
The resulting model was subsequently evaluated for accuracy and validity byMLR analysis and SEM technique through AMOS
21
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Model Development(Continued)
University
Students
Internal & External Projects
Graduates
Supplied Inputs(Raw Materials)
Supplied Outputs
(Finished Products)
Research Outcomes
Society
Process Consumer
Holistic View of Educational Supply Chain
22
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Simplified Form of Supply Chain Management for theUniversities
Suppliers
- Education Suppliers
- Research Suppliers
Service Provider
(University)
Education
- Development
- Assessment
Research- Development
- Assessment
Customers
Education
Customers
Research Customers
Consumer
Society
Customer
Supplying I/PSupplied
InputsSupplied
Outputs
Customer
Consuming
O/P
Finished
Products
Raw
Materials
Model Development(Continued)
23
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Model Development(Continued)
An Integrated Supply Chain for the Universities
Education
Developm
entEducationAssessment
ResearchDevelopment
Research
Assessme
nt
Students
Research Projects
EducationSupply Chain
ResearchSupply Chain
Suppliers
Supplied Input
University (Process)
Supplied Output
Consumer
Education Suppliers
Graduates
Research Suppliers
Research Outcomes
Research Customers
Education Customers
Society
Customers
24
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Model Development(Continued)
Suppliers of the Universities
Suppliers
Education
Suppliers
Research
Suppliers
25
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Model Development(Continued)
Customers of the Universities
Customers
Education
Customers
Research
Customers
26
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ITESCM Model Development(Continued)
Three decision levels in the Universities
University
Society
Operating Level
Planning Level
StrategicLevel
GraduatesResearch Outcomes
Phase - 1
Phase - 2
Phase - 3
27
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Model Development(Continued)
Final Outcomes
1. Graduates with Desirable Quality
a)Graduates Benchmarkingb) Graduates Value Enhancement
2. Quality Research OutcomesProblem solution, pure theory, internal and external projects applications,
thesis findings, research publications, or research findings, etc.
28
M d l D l (C ti d)
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Model Development(Continued)
E E E E E E E E R R R R R R
D D D D A A A A A A A A D D
PE UC FC FA PE UC FC FA PE UC FC FA PE UC
SL SL SL SL SL SL SL SL SL SL SL SL SL SL
E E E E E E E E R R R R R R
D D D D A A A A A A A A D D
PE UC FC FA PE UC FC FA PE UC FC FA PE UC
PL PL PL PL PL PL PL PL PL PL PL PL PL PL
E E E E E E E E R R R R R R
D D D D A A A A A A A A D D
PE UC FC FA PE UC FC FA PE UC FC FA PE UC
OL OL OL OL OL OL OL OL OL OL OL OL OL OL
Education Suppliers Research Suppliers
StudentsResearchProjects
GraduatesResearchOutcomes
Society
Education Customers Research Customers
R
D
FA
SL
R
D
FA
PL
R
D
FA
OL
R
D
FC
SL
R
D
FC
PL
R
D
FC
OL
E
R
D
A
SL
PL
OL
PE
UC
FC
FA
Education
Research
Development
Assessment
Strategic LevelPlanning Level
Operating Level
Programs Establishment
University Culture
Faculty Capabilities
Facilities
University
Education Supply Chain Research Supply Chain
29
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ITESCM Model Development (Continued)
ITESCM Model for Research Hypotheses
Education
Development
Assessment
SL
PL
OL
PE
UC
FC
Research
Development
Assessment
Education
Suppliers
Research
Suppliers
Education
Customers
Research
Customers
Society
StudentsResearch
Projects
GraduatesResearch
Outcomes
SL
PL
OL
Strategic LevelPlanning Level
Operating Level
PE
UCFCFA
Programs Establishment
University CultureFaculty Capabilities
Facilities
Education Supply Chain Research Supply Chain
Supplied Inputs
Supplied Outputs
H17 H18
H19 H20
H21 H22
H1
H2
H3
H4
SL
PL
OL
SL
PL
OL
SL
PL
OL
FA
SL
PL
OL
SL
PL
OL
SL
PL
OL
SL
PL
OL
PE
UC
FC
FA
SL
PL
OL
SL
PL
OL
SL
PL
OL
SL
PL
OL
PE
UC
FC
FA
SL
PL
OL
SL
PL
OL
SL
PL
OL
SL
PL
OL
PE
UC
FC
FA
H9
H10
H11
H12
H5
H6
H7
H8
H13 H14H15 H16
30
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MODEL EVALUATION
Pre-test
Regional Comparisons among Respondents
31
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Demography of Expert RespondentsPre-test
Respondents University Name Country
Region/Contine
nt Position
Range of St.
Population Type of University Others
Dr. George M. Dennison University of Montana USA Americas President 10,001 - 20,000 Research World Rank 423
Dr. Robert J. Birgeneau University of California Berkeley USA Americas Chancellor More than 20,000 Research World Rank 4
Dr. Peter George McMaster University Canada Americas President & Vice Chancellor More than 20,000 Research World Rank 229
Dr. Ian Town University of Canterbury New Zealand Asia/Pac Deputy Vice Chancellor 10,001 - 20,000 Reseach World Rank 611
Dr. Sigmund Grnmo University of Bergen Norway Europe Rector 10,001-20,000 Research World Rank 135
Dr. Timothy W. Tong Hong Kong Polytechnic University Hong Kong Asia/Pac President More than 20,000 Vocation World Rank 439
Dr. Frank Fu Hoo Kin Hong Kong Baptist University Hong Kong Asia/Pac Associate Vice-President 5,001 -10,000 Research World Rank 520
Dr. Bro. Bancha Saenghiran Assumption University Thailand Asia/Pac President 10,001-20,000 Vocation & Research World Rank 1220
Dr. Mohammed Abul Lais University College London U.K Europe Researcher More than 20,000 Research World Rank 51Sahana Lais University of East London U.K Europe Project Co-ordinator 5,001 -10,000 Research World Rank 1362
Salim Islam City University U.K Europe International Admission Officer More than 20,000 Vocation & Research World Rank 637
Dr. Kamatam Krishnaiah Indian Institute of Technology Madras India Asia/Pac Dean 5,001 - 10,000 Vocation & Research World Rank 910
Dr. Said Irandoust Asian Institue of Technology Thailand Asia/Pac President 5000 or less Research World Rank 1057
Dr. Ismail Ali Said Assumption University Thailand Asia/Pac Program Director 10,001-20,000 Vocation & Research World Rank 1220
Dr. Kitti Phothikitti Assumption University Thailand Asia/Pac Dean 10,001-20,000 Vocation & Research World Rank 1220
Dr. Cheong Hee Kiat Singapore Institute of Management Singapore Asia/Pac President 5,001 -10,000 Vocation World Rank 1970
Dr. James Ramsey University of Louisville USA Americas President More than 20,000 Reseach World Rank 479
Dr. Graham Webb University of New England Australia Asia/Pac Deputy Vice-Chancellor 10,001-
20,000
Research World Rank 663
Dr. Mohammad Qayoumi California State University, East Bay USA Americas President 10,001-20,000 Vocation World Rank 1707
Dr. Finn Junge-Jensen Copenhagen Business School Denmark Europe President 10,001-20,000 Research World Rank 882
Dr. James J. Browne National University of Ireland Galway Ireland Eupore President 10,001-20,000 Research World Rank 775
Dr. Maria del Valle University of Concepcion Chile Americas Assistant Dean 10,001-20,000 Research World Rank 523
Kirsi Moisander University of Kuopio Finland Europe Head of Strategic, Plan. and Dev. 5,001-10,000 Research World Rank 858
Associate Prof. Seiji Kakei NIhon University Japan Asia/Pac Assoc. Prof., College of Int. Relat. More than 20,000 Research World Rank 803
Dr. Beheruz N. Sethna State University of West Georgia USA Americas President 10,001-20,000 Research World Rank 856
32
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Demography of Expert Respondents (Continued)
Pre-test
Respondents University Name Country
Region/Co
ntinent Position
Range of St.
Population Type of University Others
Prof Julian Smith Stellenbosch University South Africa Africa Vice-Rector More than 20,000 Research World Rank 697
Professor Gerald Bennett University of Wolverhampton U.K Europe Pro-Vice-Chancellor More than 20,000 Vocation World Rank 698
Dr. Stephen Weller Victoria University Australia Asia/Pac Pro-Vice-Chancellor More than 20,000 Vocation & Research World Rank 699
Indra Dedze University of Latvia Latvia Europe Project Manager More than 20,000 Research World Rank 700
Dr. Kim Black University of Northern Colorado USA Americas Director of Assessment 10,001-20,000 Research World Rank 701
Dr. Yu-Cheng Lee Chung Hua University Taiwan Asia/Pac Professor and Chairman 5,001-10,000 Research World Rank 702
Dr. Dumitru Miron Bucharest University of Economics Romania Europe Vice-rector More than 20,000 Research World Rank 703
Dr. Don O'Leary Trent University Canada Americas Vice President, Admin 5,001-10,000 Vocation World Rank 704
Dr. J. Michael Adams Fairleigh Dickinson University USA Americas President 10,001-20,000 Research World Rank 705
Professor Sir Roderick Floud School of Ad. Study Univ. of London U.K Europe Dean 5000 or less Reseach World Rank 706
Prof.Ion Gh. ROSCA Academy of Econ. Studies Bucharest Romania Europe Rector More than 20,000 Research World Rank 707
Prof. Gino Ferretti Universit degli Studi di Parma Italy Europe Rector More than 20,001 Research World Rank 708
Dr.Timothy Law Snyder Loyola College in Maryland,Washington USA Americas Vice President, Academic 5001 to 10,000 Vocation & Research World Rank 709
Dr. G. Daniel Howard State University, Arkansas USA Americas Senior Associate Vice Chancellor 10,001-20,000 Research World Rank 710
Dr. Bryce Mason Loyola Marymount Univ.,California USA Americas Director of Institutional Research 5001 to 10,000 Vocation & Research World Rank 711
Dr.Johannes Egger Free University of Bozen-Bolzano Italy Europe President 5000 or less Research World Rank 712
Prof. Ing. Jn Supuka Slovak Univ. of Agriculture in Nitra Slovakia Europe Vice Rector for Science & Res. 5001 to 10,000 Research World Rank 713
Dr. Semlinger University of Applied Sciences, Berlin Germany Europe Vice-president More than 20,000 Vocation World Rank 714
Prof. Helen Higson Aston University, Birmingham U.K Europe Pro-V.C for External Relations 5001 to 10,000 Research World Rank 715
Dr. Hafiz G.A.Siddiqi North South University Bangladesh Asia/Pac Vice-Chancellor 5,001 -10,000 Vocation
Dr. Bazlul Mobin Chowdhury Independent University of Bangladesh Bangladesh Asia/Pac Vice-Chancellor 5000 or less Vocation & Research
Dr. M.Rezwan Khan United International University Bangladesh Asia/Pac Vice-Chancellor 5000 or less Vocation
Prof. Dr. S.K.Biswas Chittagong Univ. of Science & Tech. Bangladesh Asia/Pac Vice Chancellor 5000 or less Vocation
Prof. Dr. Anwarullah Chowdhury Green University of Bangladesh Bangladesh Asia/Pac Vice Chancellor 5000 or less Vocation & Research
Dr. Abdul Hannan Chow. North South University Bangladesh Asia/Pac Program Director 5,001 -10,000 Vocation
Prof. Dr. Habibur Rahman Green University of Bangladesh Bangladesh Asia/Pac Professor 5001 or less Vocation & Research
Dr. Ali Asgar Bangladesh Univer. of Science & Tech. Bangladesh Asia/Pac Dean 5,001 - 10,000 Vocation & Research
Dr. Enamul Huq Bangladesh Univer. of Science & Tech. Bangladesh Asia/Pac Dean 5,001 - 10,000 Vocation & Research
Dr. Khasro Miah North South University Bangladesh Asia/Pac Associate Professor 5,001 -10,000 Vocation
33
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MODEL EVALUATION (Continued)
Pre-testAdministrative Positions of the Respondents
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MODEL EVALUATION (Continued)
Full-launch
Types of Large Scale Respondents
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ITESCM MODEL EVALUATION (Continued)
.27
.24PL_PE_D_ED
.21OL_PE_D_ED
Sub Group 1
error 1
error 2
error 3
.52.49
.46
.39SL_UC_D_ED
.34PL_UC_D_ED
.32OL_UC_D_ED
Sub Group 2
error 4
error 5
error 6
.63
.59.57
.83
.33SL_FC_D_ED
.40PL_FC_D_ED
.36OL_FC_D_ED
Sub Group 3
error 7
error 8
error 9.30
SL_FA_D_ED.29
PL_FA_D_ED.25
OL_FA_D_ED
Sub Group 4
error 10error 11
error 12
.58.63
.60
.55.54
.50
.70
.75
.73
.79
.66
SL_PE_D_ED
AMOS Graphics Output of Model 1 (Education Development)
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ITESCM MODEL EVALUATION (Continued)
MLR Equations ofModel 1 (Education Development)
Prog. Estab_ED_DEV = 0.52 (SL_PE_D_ED) + 0.49(PL_PE_D_ED) + 0.46 (OL_PE_D_ED)
Univ. Cult_ED_DEV = 0.63 (SL_UC_D_ED) + 0.59 (PL_UC_D_ED) + 0.57 (OL_UC_D_ED)
Fac. Capab_ED_DEV = 0.58 (SL_FC_D_ED) + 0.63 (PL_FC_D_ED) + 0.60 (OL_FC_D_ED)
Facilities_ED_DEV = 0.55 (SL_FA_D_ED) + 0.54 (PL_FA_D_ED) + 0.50 (OL_FA_D_ED)
ED_DEV = 0.63 (Prog. Estab_ED_DEV) + 0.70 (Univ. Cult_ED_DEV) + 0.65 (Fac.Capab_ED_DEV) + 0.63 (Facilities_ED_DEV)
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output ofModel 2 (Education Assessment)
.41SL_PE_A_ED
.32PL_PE_A_ED
.31OL_PE_A_ED
Sub Group 5
error 13
error 14
error 15
.64.57
.56
.37SL_UC_A_ED
.36
PL_UC_A_ED.30
OL_UC_A_ED
Sub Group 6
error 16
error 17
error 18
.60.60
.55
.86
.24SL_FC_A_ED
.26PL_FC_A_ED
.23OL_FC_A_ED
Sub Group 7
error 19
error 20
error 21.39
SL_FA_A_ED.36
PL_FA_A_ED.34
OL_FA_A_ED
Sub Group 8
error 22
error 23
error 24
.49.51
.48
.63.60
.58
.81
.93
.76
.82
.69
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ITESCM MODEL EVALUATION (Continued)
MLR Equations ofModel 2 (Education Assessment)
Prog. Estab_ED_ASS = 0.64 (SL_PE_A_ED) + 0.57 (PL_PE_A_ED) + 0.56 (OL_PE_A_ED)
Univ. Cult_ED_ASS = 0.60 (SL_UC_A_ED) + 0.60 (PL_UC_A_ED) + 0.55 (OL_UC_A_ED)
Fac. Capab_ED_ASS = 0.49 (SL_FC_A_ED) + 0.51 (PL_FC_A_ED) + 0.48 (OL_FC_A_ED)
Facilities_ED_ASS = 0.63 (SL_FA_A_ED) + 0.60 (PL_FA_A_ED) + 0.58 (OL_FA_A_ED)
ED_ASS = 0.68 (Prog. Estab_ED_ASS) + 0.74(Univ. Cult_ED_ASS) + 0.69 (Fac.Capab_ED_ASS) + 0.66 (Facilities_ED_ASS)
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output and MLR Equations ofModel 3 (Graduates)
.39Sub Group1
.49Sub Group 2
.42Sub Group 3
.39Sub Group4
.94Group 1
err 28err 27err 26
err 25.63
.70.65
.63
.46Sub Group 5
.54Sub Group6
.47Sub Group 7
.44Sub Group8
.84Group 2
err 32err 31err 30
err 29 .68.74.69
.66
Graduates
.97
.92
err 33
err 34
Graduates = 0.61 (Prog. Estab_ED_DEV) + 0.68 (Univ. Cult_ED_DEV) + 0.63 (Fac. Capab_ED_DEV)
+ 0.61 (Facilities_ED_DEV) + 0.63 (Prog. Estab_ED_ASS) + 0.68 (Univ. Cult_ED_ASS) +
0.63 (Fac. Capab_ED_ASS) + 0.61 (Facilities_ED_ASS)
Graduates = 0.97 ED_DEV + 0.92 ED_ASS
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output ofModel 4 (Research Development)
.35SL_PE_D_RE
.22PL_PE_D_RE
.25OL_PE_D_RE
Sub Group 9
error 35
error 36
error 37
.59.47
.50
.41SL_UC_D_RE
.38PL_UC_D_RE
.38OL_UC_D_RE
Sub Group 10
error 38
error 39
error 40
.64.61.62
.80
.43SL_FC_D_RE
.38PL_FC_D_RE
.42OL_FC_D_RE
Sub Group 11
error 41
error 42
error 43.39
SL_FA_D_RE.39
PL_FA_D_RE.39
OL_FA_D_RE
Sub Group 12
error 44
error 45
error 46
.66.62.65
.63.63.63
.69
.65
.69
.58
.63
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ITESCM MODEL EVALUATION (Continued)
MLR Equations ofModel 4 (Research Development)
Prog. Estab_RE_DEV = 0.59 (SL_PE_D_RE) + 0.47 (PL_PE_D_RE) + 0.50 (OL_PE_D_RE)
Univ. Cult_RE_DEV = 0.64 (SL_UC_D_RE) + 0.61 (PL_UC_D_RE) + 0.62 (OL_UC_D_RE)
Fac. Capab_RE_DEV =0.66(SL_FC_D_RE) + 0.62 (PL_FC_D_RE) + 0.65 (OL_FC_D_RE)
Facilities_RE_DEV = 0.63 (SL_FA_D_RE) + 0.63 (PL_FA_D_RE) + 0.63 (OL_FA_D_RE)
RES_DEV= 0.60 (Prog. Estab_RE_DEV) + 0.71 (Univ. Cult_RE_DEV) + 0.63 (Fac.Capab_RE_DEV) + 0.67 (Facilities_RE_DEV)
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output ofModel 5 (Research Assessment)
.42SL_PE_A_RE
.36PL_PE_A_RE
.44OL_PE_A_RE
Sub Group13
error 47
error 48
error 49
.64.60
.67
.44SL_UC_A_RE
.40PL_UC_A_RE
.42OL_UC_A_RE
Sub Group14
error 50
error 51
error 52
.66.63
.65
.77
.29SL_FC_A_RE
.43PL_FC_A_RE
.39OL_FC_A_RE
Sub Group15
error 53
error 54
error 55.28
SL_FA_A_RE.46
PL_FA_A_RE.28
OL_FA_A_RE
Sub Group16
error 56
error 57
error 58
.53.65
.62
.53.68
.53
.86
.76
.78
.77
.67
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ITESCM MODEL EVALUATION (Continued)
MLR Equations ofModel 5 (Research Assessment)
Prog. Estab_RE_ASS = 0.64 (SL_PE_A_RE) + 0.60 (PL_PE_A_RE) + 0.67 (OL_PE_A_RE)
Univ. Cult_RE_ASS = 0.66 (SL_UC_A_RE) + 0.63 (PL_UC_A_RE) + 0.65 (OL_UC_A_RE)
Fac. Capab_RE_ASS = 0.53 (SL_FC_A_RE) + 0.65 (PL_FC_A_RE) + 0.62 (OL_FC_A_RE)
Facilities_RE_ASS = 0.53 (SL_FA_A_RE) + 0.68(PL_FA_A_RE) + 0.53 (OL_FA_A_RE)
RES_ASS
= 0.67 (Prog. Estab_RE_ASS) + 0.72 (Univ. Cult_RE_ASS) + 0.74 (Fac.
Capab_RE_ASS) + 0.69 (Facilities_RE_ASS)
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output and MLR Equations ofModel 6 (Research Outcomes)
.36Sub Group 9
.51Sub Group 10
.40Sub Group 11
.45Sub Group 12
.98Group 3
err 70err 69err 68
err 67.60
.71.63
.67
.46Sub Group 13
.52Sub Group 14
.54Sub Group 15
.47Sub Group 16
.79
Group 4
err 74err 73err 72
err 71.67
.72.74
.69
ResearchOutcomes
.99
.89
err 75
err 76
Research Outcomes = 0.59 (Prog. Estab_RE_DEV) + 0.70 (Univ. Cult_RE_DEV) +
0.62 (Fac. Capab_RE_DEV) + 0.66 (Facilities_RE_DEV) + 0.60 (Prog. Estab_RE_ASS)
+ 0.64 (Univ. Cult_RE_ASS) + 0.66 (Fac. Capab_RE_ASS) + 0.61 (Facilities_RE_ASS)
Research Outcomes = 0.99 RES_DEV + 0.89 RES_ASS
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output and MLR Equations ofModel 7 (Supplied Inputs)
.15RE_PROJ
.17ST
.02ED_SUPP
.05RE_SUPP
ERR 1
ERR 2
ERR 4
ERR 5
University
.13
.23
.41
.38
University = 0.41 ST + 0.38 RE_PROJ
University = 0.05 ED_SUPP + 0.09RE_SUPP
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output and MLR Equations ofModel 8 (Supplied Outputs)
.36RE_CUS
.37ED_CUS
.11GRAD
.02RE_OUT
ERR 1
ERR 2
ERR 4
ERR 5
Society
.34
.15
.61
.61
Society = 0.61 ED_CUS + 0.61 RE_CUS
Society = 0.21 Grad + 0.09 RE_OUT
Society = 0.20 ED_DEV + 0.19 ED_ASS + 0.09 RE_DEV + 0.08 RE_ASS
Society = 0.126 (Prog. Estab_ED_DEV) + 0.14 (Univ. Cult_ED_DEV) + 0.13 (Fac. Capab_ED_DEV)+
0.126 (Facilities_ED_DEV) + 0.129 (Prog. Estab_ED_ASS) + 0.141 (Univ. Cult_ED_ASS)+
0.131 (Fac. Capab_ED_ASS) + 0.125 (Facilities_ED_ASS) + 0.054 (Prog. Estab_RE_DEV)+
0.064 (Univ. Cult_RE_DEV) + 0.057 (Fac. Capab_RE_DEV) + 0.06 (Facilities_RE_DEV) +
0.054 (Prog. Estab_RE_ASS) + 0.058 (Univ. Cult_RE_ASS) + 0.059 (Fac. Capab_RE_ASS)
+ 0.055 (Facilities_RE_ASS) 48
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MODEL EVALUATION (Continued)
AMOS Graphics Output of Overall Model
ED_DEV
ED_ASS
RE_DEV
RE_ASS
RE_PROJST
ED_SUPP RE_SUPP
RE_CUSED_CUS
GRAD RE_OUT
.13 .23
.04 .08
.11 .06
.34 .15
Society
.53 .53
.06
err_berr_d
err_f
err_aerr_c
err_eerr_g
err_i
err_h
err_j
err_k
err_lerr_m
.11 .38 .50.03
.06
.05
.11
Model Fit Index: CFI = 0.509, GFI = 0.863, CMIN/DF = 8.751
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ITESCM MODEL EVALUATION (Continued)
0
20
40
60
80
100
120
RE_ASS RE_DEV ED_CUS RE_CUS RE_SUPP RE_SUPP RE_SUPP RE_DEV RE_ASS
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output ofUpdated Model I
ED_DEV
ED_ASS
RE_DEV
RE_ASS
RE_PROJ ST
ED_SUPP RE_SUPP
RE_CUSED_CUS
GRAD RE_OUT
.13 .23
.04 .08
.12 .06
.34 .15
Society
.53 .53
.06
err_berr_d
err_f
err_aerr_c
err_eerr_g
err_i
err_h
err_j
err_k
err_l err_m
.03 .40 .50.02
.06
.05
.11.32
.30
Model Fit Index: CFI = 0.704, GFI = 0.903, CMIN/DF = 5.86151
ITESCM MODEL EVALUATION (C i d)
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output ofUpdated Model II
ED_DEV
ED_ASS
RE_DEV
RE_ASS
RE_PROJST
ED_SUPP RE_SUPP
RE_CUSED_CUS
GRAD RE_OUT
.13 .23
.04 .08
.12 .06
.36 .07
Society
.48 .49
.06
err_berr_d
err_f
err_aerr_c
err_eerr_g
err_i
err_h
err_j
err_k
err_l err_m
.03 .40 .50.02
.06
.05
.11.32
.30
.46-.12
Model Fit Index: CFI = 0.781, GFI = 0.926, CMIN/DF = 4.733
There is an insignificant relationship between RE_CUS and ED_CUS at the level 0.05 (two-tailed), we can remove
this relationship and we will get the following
Model Fit Index: CFI = 0.782, GFI = 0.925, CMIN/DF = 4.648 52
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ITESCM MODEL EVALUATION (Continued)
AMOS Graphics Output ofUpdated Model III
ED_DEV
ED_ASS
RE_DEV
RE_ASS
RE_PROJST
ED_SUPP RE_SUPP
RE_CUSED_CUS
GRAD RE_OUT
.13 .23
.03 .08
.09 .05
.34 .05
Society.49
.49
.06
err_berr_d
err_f
err_aerr_c
err_eerr_g
err_i
err_h
err_jerr_k
err_l err_m
.03 .38 .50.02
.06
.05.08
.32.31
.10
.14.23
.20
.23
.31
Model Fit Index: CFI = 0.908, GFI = 0.958, CMIN/DF = 2.864
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Application Guidelines from Research Findings
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Application Guidelines from Research Findings
ITESCM Aspect Regression CoefficientUniv. Cult_ED_ASS 0.141
Univ. Cult_ED_DEV 0.14
Fac. Capab_ED_ASS 0.131
Fac. Capab_ED_DEV 0.13
Prog. Estab_ED_ASS 0.129
Prog. Estab_ED_DEV 0.126
Facilities_ED_DEV 0.126
Facilities_ED_ASS 0.125
Univ. Cult_RE_DEV 0.064
Facilities_RE_DEV 0.06
Fac. Capab_RE_ASS0.059
Univ. Cult_RE_ASS 0.058
Fac. Capab_RE_DEV 0.057
Facilities_RE_ASS 0.055
Prog. Estab_RE_DEV 0.054
Prog. Estab_RE_ASS 0.054
Ranked Order of Significant Aspects in ITESCM
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Application Guidelines from Research Findings
Good governance would be highly recommended for theuniversities.
To foster good governance in the tertiary educationalinstitutions, selection of key executives is very important.
Univ. Cult_ED_ASS 0.141
Univ. Cult_ED_DEV 0.14
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Application Guidelines from Research Findings
Faculty members recruitment is the key factor in the universities toproduce quality graduates.
Fac. Capab_ED_ASS 0.131Fac. Capab_ED_DEV 0.13
(Continued)
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Application Guidelines from Research Findings(Continued)
Different programs establishment in the universities depends on thedemand of the society.
Universitys quality assurance center would assess the quality of thegraduates in terms of performance indicators.
Prog. Estab_ED_ASS 0.129Prog. Estab_ED_DEV 0.126
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Application Guidelines from Research Findings
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Application Guidelines from Research Findings
(Continued)
University must ensure the modern teaching facilities for thestudents.
Teaching based universities must have reviewed their studentsresearch involvements.
Facilities_ED_DEV 0.126Facilities_ED_ASS 0.125
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Application Guidelines from Research Findings
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Application Guidelines from Research Findings
(Continued)
Universities must set up research center to coordinate the differententities in the research supply chain.
University management must provide all facilities for the researchprojects and engage those faculty members who have expertise inresearch.
Univ. Cult_RE_DEV 0.064
Facilities_RE_DEV 0.06Fac. Capab_RE_ASS 0.059
Univ. Cult_RE_ASS 0.058
Fac. Capab_RE_DEV 0.057
Facilities_RE_ASS 0.055
Prog. Estab_RE_DEV0.054
Prog. Estab_RE_ASS 0.054
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Conclusions
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Conclusions
This research represents the first large scale empirical studythat systematically investigate input of the university, output ofthe university through educational supply chain management.
This model furnishes stakeholders of the supply chain withappropriate strategies to review and appraise theirperformance toward fulfillment of ultimate goals.
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Conclusions (Continued)
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Conclusions (Continued)
This model provides two contributions to the end customer, i.e.the society, including human resource contribution andresearch contribution.
Well-being society would be possible if we could producequality graduates and quality research outcomes byimplementing proper manage the educational supply chain forthe universities from the raw materials to finished products.
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Recommendations
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Recommendations
Model evaluation by actual implementation is suggested forprospective investors or current university administrators.
The current decision makers who need to improve theirmanagement can apply the research equations of educationalsupply chain management model to their universities.
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Recommendations (Continued)
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Recommendations (Continued)
This model is applicable for those universities that haveteaching and research. Therefore, only research baseduniversities deserve further study.
There are other possibilities for further research regardingthoroughly analyzed of suppliers, customers, and the endcustomer, i.e. the consumer of this model.
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Questions & Answers
THANK YOU FOR YOUR
ATTENTION!