IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i3p924-d313459.html
   My bibliography  Save this article

Exploring University Performance through Multiple Factor Analysis: A Case Study

Author

Listed:
  • Delimiro Visbal-Cadavid

    (Facultad de Ingeniería, Universidad del Magdalena, Santa Marta 470004, Colombia)

  • Mónica Martínez-Gómez

    (Centre for Quality and Change Management, Universitat Politècnica de València, 46022 València, Spain)

  • Rolando Escorcia-Caballero

    (Facultad de Ciencias de la Educación, Universidad del Magdalena, Santa Marta 470004, Colombia)

Abstract

Higher Education in Colombia is experiencing a period of shortfalls in funding which has obliged Universities to seek resources from non-governmental sources, in addition to this, the Ministry of National Education (MEN) has implemented a scheme where funds are assigned year on year but this is not considered part of the budgetary base. This study seeks to create a characterisation of the model and proposes the creation of a synthetic performance index based on Multiple Factorial Analysis (MFA). This index enabled us to rank the Higher Education Institutions (HEI) according to their performance and analyse the trajectory of Colombian Universities at a given moment, which meant their evolution over time could be reviewed, moreover within the complexity of the model of indices of results in Colombian higher education, the majority of HEI have a similar, yet, to some degree, distinct structure and display scores which show that within a certain degree of homogeneity, each institution has its strengths in some of the variables considered and its weaknesses in others.

Suggested Citation

  • Delimiro Visbal-Cadavid & Mónica Martínez-Gómez & Rolando Escorcia-Caballero, 2020. "Exploring University Performance through Multiple Factor Analysis: A Case Study," Sustainability, MDPI, vol. 12(3), pages 1-24, January.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:3:p:924-:d:313459
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/3/924/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/3/924/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Escofier, B. & Pages, J., 1994. "Multiple factor analysis (AFMULT package)," Computational Statistics & Data Analysis, Elsevier, vol. 18(1), pages 121-140, August.
    2. P. Robert & Y. Escoufier, 1976. "A Unifying Tool for Linear Multivariate Statistical Methods: The RV‐Coefficient," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 25(3), pages 257-265, November.
    3. Vivian Tam & C. M. Tam & Kenneth Yiu & S. O. Cheung, 2006. "Critical factors for environmental performance assessment (EPA) in the Hong Kong construction industry," Construction Management and Economics, Taylor & Francis Journals, vol. 24(11), pages 1113-1123.
    4. Zárraga, A. & Goitisolo, B., 2009. "Simultaneous analysis and multiple factor analysis for contingency tables: Two methods for the joint study of contingency tables," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 3171-3182, June.
    5. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Venturelli, Valeria & Pedrazzoli, Alessia & Pennetta, Daniela & Gualandri, Elisabetta, 2024. "Pinkwashing in the banking industry: The relevance of board characteristics," Research in International Business and Finance, Elsevier, vol. 67(PB).
    2. Sándor Kovács & Mohammad Fazle Rabbi & Domicián Máté, 2021. "Global Food Security, Economic and Health Risk Assessment of the COVID-19 Epidemic," Mathematics, MDPI, vol. 9(19), pages 1-16, September.
    3. Delahoz-Domínguez, Enrique & Zuluaga-Ortiz, Rohemi & Periñan-Luna, Arantxa & Mendoza-Brand, Silvana, 2022. "Un enfoque de Seis Sigma para evaluar la calidad de la educación superior en Colombia [A Six Sigma Approach to Assessing the Quality of Higher Education in Colombia]," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 33(1), pages 386-407, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Florence Jacquet & A Aboul-Naga & Bernard Hubert, 2020. "The contribution of ARIMNet to address livestock systems resilience in the Mediterranean region," Post-Print hal-03625860, HAL.
    2. Wilson Rojas-Preciado & Mauricio Rojas-Campuzano & Purificación Galindo-Villardón & Omar Ruiz-Barzola, 2023. "Control Chart T2Qv for Statistical Control of Multivariate Processes with Qualitative Variables," Mathematics, MDPI, vol. 11(12), pages 1-32, June.
    3. Sándor Kovács & Mohammad Fazle Rabbi & Domicián Máté, 2021. "Global Food Security, Economic and Health Risk Assessment of the COVID-19 Epidemic," Mathematics, MDPI, vol. 9(19), pages 1-16, September.
    4. Bing Wang & Tianchi Chen, 2024. "What do the sustainable development goals reveal, and are they sufficient for sustainable development?," PLOS ONE, Public Library of Science, vol. 19(11), pages 1-23, November.
    5. CHEN, Helen S.Y., 2020. "Designing Sustainable Humanitarian Supply Chains," OSF Preprints m82ar, Center for Open Science.
    6. Denise Ravet, 2011. "Lean production: the link between supply chain and sustainable development in an international environment," Post-Print hal-00691666, HAL.
    7. Mara Del Baldo, 2012. "Corporate social responsibility and corporate governance in Italian SMEs: the experience of some “spirited businesses”," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 16(1), pages 1-36, February.
    8. Michael Howes & Liana Wortley & Ruth Potts & Aysin Dedekorkut-Howes & Silvia Serrao-Neumann & Julie Davidson & Timothy Smith & Patrick Nunn, 2017. "Environmental Sustainability: A Case of Policy Implementation Failure?," Sustainability, MDPI, vol. 9(2), pages 1-17, January.
    9. Parnphumeesup, Piya & Kerr, Sandy A., 2011. "Stakeholder preferences towards the sustainable development of CDM projects: Lessons from biomass (rice husk) CDM project in Thailand," Energy Policy, Elsevier, vol. 39(6), pages 3591-3601, June.
    10. Mariela González-Narváez & María José Fernández-Gómez & Susana Mendes & José-Luis Molina & Omar Ruiz-Barzola & Purificación Galindo-Villardón, 2021. "Study of Temporal Variations in Species–Environment Association through an Innovative Multivariate Method: MixSTATICO," Sustainability, MDPI, vol. 13(11), pages 1-25, May.
    11. Chin-Shan Lu & Kuo-Chung Shang & Chi-Chang Lin, 2016. "Examining sustainability performance at ports: port managers’ perspectives on developing sustainable supply chains," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(8), pages 909-927, November.
    12. Kebede, Yohannes, 1993. "The Limits to Common Resource Management: The Bypassed Commons or Commons without Tragedy," MPRA Paper 662, University Library of Munich, Germany, revised 01 May 1993.
    13. John Stanley & Janet Stanley, 2023. "Improving Appraisal Methodology for Land Use Transport Measures to Reduce Risk of Social Exclusion," Sustainability, MDPI, vol. 15(15), pages 1-18, August.
    14. Nora Mzavanadze, 2009. "Building A Framework For National Sustainable Development Assessment And Application For Lithuania: Sustainability In Transition," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 97-130.
    15. Pishchulov, Grigory & Trautrims, Alexander & Chesney, Thomas & Gold, Stefan & Schwab, Leila, 2019. "The Voting Analytic Hierarchy Process revisited: A revised method with application to sustainable supplier selection," International Journal of Production Economics, Elsevier, vol. 211(C), pages 166-179.
    16. Isin Ceti̇n, 2017. "Accounting Requirements And Records On Bank Subscribed Capital Compliance With European Directives," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 52-68, February.
    17. Jean-Michel Sahuta & Sandrine Boulerne & Medhi Mili & Frédéric Teulon, 2014. "What Relation Exists Between Corporate Social Responsibility (Csr) And Longevity Of Firms?," Working Papers 2014-248, Department of Research, Ipag Business School.
    18. Alba Rocio Gutierrez Garzon & Pete Bettinger & Jacek Siry & Bin Mei & Jesse Abrams, 2019. "The Terms Foresters and Planners in the United States Use to Infer Sustainability in Forest Management Plans: A Survey Analysis," Sustainability, MDPI, vol. 12(1), pages 1-20, December.
    19. Shehu Folaranmi Gbolahan Yusuf & Oluwabunmi Oluwaseun Popoola & Lindokhule Gwala & Thinandavha Nesengani, 2021. "Promoting University–Community Alliances in the Experiential Learning Activities of Agricultural Extension Postgraduate Students at the University of Fort Hare, South Africa," Sustainability, MDPI, vol. 13(18), pages 1-18, September.
    20. Filipa Correia & Philipp Erfruth & Julie Bryhn, 2018. "The 2030 Agenda: The roadmap to GlobALLizaton," Working Papers 156, United Nations, Department of Economics and Social Affairs.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:3:p:924-:d:313459. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.