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Adequacy Indicators Based on Pre-established Goals: An Implementation in a Colombian University

Author

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  • Sandra E. Parada

    (Escuela de Matemáticas, Universidad Industrial de Santander)

  • Olga Blasco-Blasco

    (Universidad de Valencia)

  • Vicente Liern

    (Universidad de Valencia)

Abstract

Key performance indicators are crucial for the strategic planning of both, public and private institutions. Composite indicators are a useful tool for conveying summary information about overall performance in a relatively simple way. The construction of these indicators implies several stages concerning collection of data, selection of criteria and individual indicators, normalization and weighting of criteria and indicators, aggregation and comparison of overall performance of the alternatives or options. However, due to the different nature of the decision criteria and indicators traditional normalization methods are not always suitable. This is the case in the proposal of composite indicators measuring students’ adequacy degree in higher education institutions. This concept involves several dimensions, criteria and individual indicators of diverse nature. In this paper, we try to overcome the normalization problems arising from this situation proposing a normalization method based on similarity of the options with an ideal target. Once indicators have been normalized, weights are determined and aggregation is conducted in an easy way allowing the overall assessment of the students in terms of their adequacy level. Based on this overall assessment an adequacy index is then proposed allowing classification of the students in three different groups reflecting different levels of difficulties in terms of their adequacy. Extra activities can be then planned by the institution in order to re-inforce the adequacy level of the students. The adequacy index proposal has been developed in the context of the Industrial University of Santander (Colombia).

Suggested Citation

  • Sandra E. Parada & Olga Blasco-Blasco & Vicente Liern, 2019. "Adequacy Indicators Based on Pre-established Goals: An Implementation in a Colombian University," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 1-24, May.
    • Handle: RePEc:spr:soinre:v:143:y:2019:i:1:d:10.1007_s11205-018-1979-z
    DOI: 10.1007/s11205-018-1979-z
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    1. I. Ivanova & F.J. Arcelus & G. Srinivasan, 1999. "An Assessment of the Measurement Properties of the Human Development Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 46(2), pages 157-179, February.
    2. P. Zhou & B. Ang & D. Zhou, 2010. "Weighting and Aggregation in Composite Indicator Construction: a Multiplicative Optimization Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(1), pages 169-181, March.
    3. N. Tangsubkul & P. Beavis & S. Moore & S. Lundie & T. Waite, 2005. "Life Cycle Assessment of Water Recycling Technology," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 19(5), pages 521-537, October.
    4. Michela Gnaldi & M. Giovanna Ranalli, 2016. "Measuring University Performance by Means of Composite Indicators: A Robustness Analysis of the Composite Measure Used for the Benchmark of Italian Universities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(2), pages 659-675, November.
    5. Andrea Saltelli, 2007. "Composite Indicators between Analysis and Advocacy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 65-77, March.
    6. Giuseppe Munda & Michela Nardo & Michaela Saisana & Tanja Srebotnjak, 2009. "Measuring uncertainties in composite indicators of sustainability," International Journal of Environmental Technology and Management, Inderscience Enterprises Ltd, vol. 11(1/2/3), pages 7-26.
    7. M. Saisana & A. Saltelli & S. Tarantola, 2005. "Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 307-323, March.
    8. P. Zhou & B. Ang, 2009. "Comparing MCDA Aggregation Methods in Constructing Composite Indicators Using the Shannon-Spearman Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 94(1), pages 83-96, October.
    9. Pilar Murias & José Miguel & David Rodríguez, 2008. "A Composite Indicator for University Quality Assesment: The Case of Spanish Higher Education System," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 89(1), pages 129-146, October.
    10. Andrew Sharpe, 2004. "Literature Review of Frameworks for Macro-indicators," CSLS Research Reports 2004-03, Centre for the Study of Living Standards.
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    Cited by:

    1. Vicente Liern & Sandra E. Parada-Rico & Olga Blasco-Blasco, 2020. "Construction of Quality Indicators Based on Pre-Established Goals: Application to a Colombian Public University," Mathematics, MDPI, vol. 8(7), pages 1-23, July.
    2. Olga Blasco-Blasco & Marina Liern-García & Aarón López-García & Sandra E. Parada-Rico, 2021. "An Academic Performance Indicator Using Flexible Multi-Criteria Methods," Mathematics, MDPI, vol. 9(19), pages 1-19, September.
    3. Andréia C. Müller & Jaime Gil-Lafuente & Joan Carles Ferrer-Comalat, 2024. "Colour Choice as a Strategic Instrument in Neuromarketing," Mathematics, MDPI, vol. 12(14), pages 1-20, July.

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