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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

    9

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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

    10

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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.

    13

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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

    18

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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

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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

    34

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    MODEL EVALUATION (Continued)

    Full-launch

    Types of Large Scale Respondents

    35

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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)

    37

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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

    39

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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)

    40

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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

    42

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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

    44

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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

    49

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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

    53

    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

    55

    Application Guidelines from Research Findings

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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

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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

    57

    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

    59

    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.

    61

    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.

    62

    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!