Skip to main content
Erschienen in: Social Indicators Research 2/2016

05.10.2015

Measuring University Performance by Means of Composite Indicators: A Robustness Analysis of the Composite Measure Used for the Benchmark of Italian Universities

verfasst von: Michela Gnaldi, M. Giovanna Ranalli

Erschienen in: Social Indicators Research | Ausgabe 2/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Composite indicators (CIs) are a useful communication tool for conveying summary performance information in a relatively simple way. They are used widely in various sectors in public services. In Italy, they are also employed to allocate a quota of public funding to the universities. Despite increasing use, CIs value and benefit are still under debate and their suitability for the benchmark of universities is challenged by methodological issues and the multi-dimensional facet of higher education institutions. The issue addressed in the present work is whether the composite measure employed by the Italian Government is an accurate tool for evaluating, ranking and funding universities. For this purpose—after a revision of the indicators, weighting and aggregation methods put forward at the national level—CIs have been computed for the overall university performance, employing the indicators chosen at the national level and combining various weighting and normalisation schemes. The variation in the rankings assigned by the CIs to the given universities has been then explored to gauge its robustness. In the light of the results, some technical and analytical issues involved in the design of CIs and their policy implications are also discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
They are projects funded by the Italian government, which last usually two years, and involve several national/international academic institutions.
 
2
The second weighting scheme, w2, is repeated 10 times by this providing a 5 × (10 + 4) combinations.
 
3
When analysing education and research separately, the fourth weighting scheme is not considered.
 
Literatur
Zurück zum Zitat Amsler, S. (2014). University ranking: A dialogue on turning towards alternatives. Ethics in Science and Environmental Politics, 13, 155–166.CrossRef Amsler, S. (2014). University ranking: A dialogue on turning towards alternatives. Ethics in Science and Environmental Politics, 13, 155–166.CrossRef
Zurück zum Zitat Amsler, S., & Bolsmann, C. (2012). University ranking as social exclusion. British Journal of Sociology of Education, 33, 283–301.CrossRef Amsler, S., & Bolsmann, C. (2012). University ranking as social exclusion. British Journal of Sociology of Education, 33, 283–301.CrossRef
Zurück zum Zitat Bartlett, W., & Le Grand, J. (1993). Quasi market and social policy. London: The MacMillan Press. Bartlett, W., & Le Grand, J. (1993). Quasi market and social policy. London: The MacMillan Press.
Zurück zum Zitat Catalano, G., Mori, P. A., Silvestri, P., & Todeschini, M. (1993). Chi Paga l’Istruzione Universitaria? Franco Angeli, Milano: Dall’Esperienza Europea una nuova Politica di Sostegno agli Studenti in Italia. Catalano, G., Mori, P. A., Silvestri, P., & Todeschini, M. (1993). Chi Paga l’Istruzione Universitaria? Franco Angeli, Milano: Dall’Esperienza Europea una nuova Politica di Sostegno agli Studenti in Italia.
Zurück zum Zitat Cherchye, L., Moesen, W., Rogge, N., Van Puyenbroeck, T., Saisana, M., Saltelli, A., et al. (2008). Creating composite indicators with DEA and Robustness analysis: the case of the technology achievement index. Journal of Operational Research Society, 59, 239–251.CrossRef Cherchye, L., Moesen, W., Rogge, N., Van Puyenbroeck, T., Saisana, M., Saltelli, A., et al. (2008). Creating composite indicators with DEA and Robustness analysis: the case of the technology achievement index. Journal of Operational Research Society, 59, 239–251.CrossRef
Zurück zum Zitat Fabbris, L., & Gnaldi, M. (2008). Indicatori di valutazione della qualità della ricerca negli atenei: sensibilità, sostituibilità e capacità discriminatoria. In L. Fabbris, G. Boccuzzo & M. C. Martini (Eds.), Professionalità nei servizi innovativi per studenti universitari (pp. 139–171). Padova: CleuP. Fabbris, L., & Gnaldi, M. (2008). Indicatori di valutazione della qualità della ricerca negli atenei: sensibilità, sostituibilità e capacità discriminatoria. In L. Fabbris, G. Boccuzzo & M. C. Martini (Eds.), Professionalità nei servizi innovativi per studenti universitari (pp. 139–171). Padova: CleuP.
Zurück zum Zitat Gnaldi, M., & Ranalli, M. G. (2009). Composite indicators of scientific research. Quaderni di Statistica, 11, 165–181. Gnaldi, M., & Ranalli, M. G. (2009). Composite indicators of scientific research. Quaderni di Statistica, 11, 165–181.
Zurück zum Zitat Gnaldi, M., & Ranalli, M. G. (2010). Composite indicators of scientific research: the robustness of university rankings based on composite measures. In Proceedings of the XLV Scientific Meeting of the Italian Statistical Society, 16–18 June, University of Padova, USB stick. ISBN: 9788861295667. Gnaldi, M., & Ranalli, M. G. (2010). Composite indicators of scientific research: the robustness of university rankings based on composite measures. In Proceedings of the XLV Scientific Meeting of the Italian Statistical Society, 16–18 June, University of Padova, USB stick. ISBN: 9788861295667.
Zurück zum Zitat Gnaldi, M., & Ranalli, M. G. (2011). Proprietà degli indicatori di qualità della ricerca scientifica. In L. Fabbris (Ed.), Criteri e indicatori per misurare l’efficacia delle attività universitarie (pp. 279–298). Padova: CleuP. Gnaldi, M., & Ranalli, M. G. (2011). Proprietà degli indicatori di qualità della ricerca scientifica. In L. Fabbris (Ed.), Criteri e indicatori per misurare l’efficacia delle attività universitarie (pp. 279–298). Padova: CleuP.
Zurück zum Zitat Guardiola, J., & Picazo-Tadeo, A. (2014). Building weighted-domain composite indices of life satisfaction with data envelopment analysis. Social Indicators Research, 117, 257–274.CrossRef Guardiola, J., & Picazo-Tadeo, A. (2014). Building weighted-domain composite indices of life satisfaction with data envelopment analysis. Social Indicators Research, 117, 257–274.CrossRef
Zurück zum Zitat Hicks, D. (2009). Evolving regimes of multi-university research evaluation. Higher Education, 57, 393–404.CrossRef Hicks, D. (2009). Evolving regimes of multi-university research evaluation. Higher Education, 57, 393–404.CrossRef
Zurück zum Zitat LERU. (2010). University Rankings: Diversity, excellence and the European initiative. Advice Paper NR.3. League of European Research Universities: LERU Publishing. LERU. (2010). University Rankings: Diversity, excellence and the European initiative. Advice Paper NR.3. League of European Research Universities: LERU Publishing.
Zurück zum Zitat Marozzi, M. (2009). A composite indicator dimension reduction procedure with application to university student satisfaction. Statistica Neerlandica, 63, 258–268.CrossRef Marozzi, M. (2009). A composite indicator dimension reduction procedure with application to university student satisfaction. Statistica Neerlandica, 63, 258–268.CrossRef
Zurück zum Zitat Marozzi, M. (2014a). Construction, dimension reduction and uncertainty analysis of an index of trust in public institutions. Quality & Quantity, 48, 939–953.CrossRef Marozzi, M. (2014a). Construction, dimension reduction and uncertainty analysis of an index of trust in public institutions. Quality & Quantity, 48, 939–953.CrossRef
Zurück zum Zitat Melyn, W., & Moesen, W. W. (1991). Towards a synthetic indicator of macroeconomic performance: unequal weighting when limited information is available. Public Economic research Paper 17, CES, KU Leuven. Melyn, W., & Moesen, W. W. (1991). Towards a synthetic indicator of macroeconomic performance: unequal weighting when limited information is available. Public Economic research Paper 17, CES, KU Leuven.
Zurück zum Zitat MIUR. (2009a). Decreto criteri di Ripartizione del Fondo di Finanziamento Ordinario (FFO) delle Università per l’anno 2009. Italian Ministry of Instruction University and Research: MIUR Publishing. MIUR. (2009a). Decreto criteri di Ripartizione del Fondo di Finanziamento Ordinario (FFO) delle Università per l’anno 2009. Italian Ministry of Instruction University and Research: MIUR Publishing.
Zurück zum Zitat MIUR. (2009b). Criteri e indicatori per la ripartizione della quota del 7% di cui alla legge gennaio 2009, n. 1 Allegato 1. Italian Ministry of Instruction University and Research: MIUR Publishing. MIUR. (2009b). Criteri e indicatori per la ripartizione della quota del 7% di cui alla legge gennaio 2009, n. 1 Allegato 1. Italian Ministry of Instruction University and Research: MIUR Publishing.
Zurück zum Zitat Munda, G. & Nardo, M. (2005). Constructing consistent composite indicators: The issue of weights. European Commission Directorate-General Joint Research Centre Institute for the Protection and Security of the Citizen European Communities: EC Publishing. Munda, G. & Nardo, M. (2005). Constructing consistent composite indicators: The issue of weights. European Commission Directorate-General Joint Research Centre Institute for the Protection and Security of the Citizen European Communities: EC Publishing.
Zurück zum Zitat Munda, G., Nardo, M., Saisana, M., & Srebotnjak, T. (2009). Measuring uncertainties in composite indicators of sustainability. International Journal of Environmental Technology and Management, 11, 7–26.CrossRef Munda, G., Nardo, M., Saisana, M., & Srebotnjak, T. (2009). Measuring uncertainties in composite indicators of sustainability. International Journal of Environmental Technology and Management, 11, 7–26.CrossRef
Zurück zum Zitat Murias, P., de Miguel, J. C., & Rodriguez, D. (2008). A composite indicator for university quality assessment: The case of Spanish higher education system. Social Indicators Research, 89, 129–146.CrossRef Murias, P., de Miguel, J. C., & Rodriguez, D. (2008). A composite indicator for university quality assessment: The case of Spanish higher education system. Social Indicators Research, 89, 129–146.CrossRef
Zurück zum Zitat OECD. (2008a). Handbook on constructing composite indicators: Methodology and user guide. Paris: OECD Publishing, OECD. OECD. (2008a). Handbook on constructing composite indicators: Methodology and user guide. Paris: OECD Publishing, OECD.
Zurück zum Zitat Reichert, S. (2009). Institutional diversity in European higher education. Tensions and challenges for policy makers and institutional leaders. European University Association: EUA Publishing. Reichert, S. (2009). Institutional diversity in European higher education. Tensions and challenges for policy makers and institutional leaders. European University Association: EUA Publishing.
Zurück zum Zitat Saaty, R. W. (1987). The analytic hierarchy process: What it is and how it is used. Mathematical Modelling, 9, 161–176.CrossRef Saaty, R. W. (1987). The analytic hierarchy process: What it is and how it is used. Mathematical Modelling, 9, 161–176.CrossRef
Zurück zum Zitat Saisana, M., & D’Hombres, B. (2008). Higher education rankings: Robustness Issues and critical assessment. EUR Report 23487 EN, European Commission, JRC-IPSC: EC Publishing. Saisana, M., & D’Hombres, B. (2008). Higher education rankings: Robustness Issues and critical assessment. EUR Report 23487 EN, European Commission, JRC-IPSC: EC Publishing.
Zurück zum Zitat Saisana, M., D’Hombres, B., & Saltelli, A. (2011). Volatility of university rankings and policy implications. Research Policy, 40, 165–177.CrossRef Saisana, M., D’Hombres, B., & Saltelli, A. (2011). Volatility of university rankings and policy implications. Research Policy, 40, 165–177.CrossRef
Zurück zum Zitat Saisana, M., Saltelli, A., & Tarantola, S. (2005). Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators. Journal of the Royal Statistical Society Series A (General), 168, 307–323.CrossRef Saisana, M., Saltelli, A., & Tarantola, S. (2005). Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators. Journal of the Royal Statistical Society Series A (General), 168, 307–323.CrossRef
Zurück zum Zitat Saltelli, A. (2007). Composite indicators between analysis and advocacy. Social Indicators Research, 81, 65–77.CrossRef Saltelli, A. (2007). Composite indicators between analysis and advocacy. Social Indicators Research, 81, 65–77.CrossRef
Zurück zum Zitat Sayed, H., Ramadan, H., Ramadan, M., & Hosny, S. (2015). Using meta-goal programming for a new human development indicator with distinguishable country ranks. Social Indicators Research, 123, 1–27.CrossRef Sayed, H., Ramadan, H., Ramadan, M., & Hosny, S. (2015). Using meta-goal programming for a new human development indicator with distinguishable country ranks. Social Indicators Research, 123, 1–27.CrossRef
Zurück zum Zitat Scott, A. (2007). Peer review and the relevance of science. Futures, 39(7), 827–845.CrossRef Scott, A. (2007). Peer review and the relevance of science. Futures, 39(7), 827–845.CrossRef
Zurück zum Zitat Siddi, A. (2008). L’accreditamento dei corsi di studio universitari in Italia. In C. Finocchietti (Ed.), L’accreditamento dei corsi universitari: Italia, Francia, Germania, Inghilterra e Spagna. CIMEA (Centro di Informazione sulla Mobilità e le Equivalenze Accademiche) report. Siddi, A. (2008). L’accreditamento dei corsi di studio universitari in Italia. In C. Finocchietti (Ed.), L’accreditamento dei corsi universitari: Italia, Francia, Germania, Inghilterra e Spagna. CIMEA (Centro di Informazione sulla Mobilità e le Equivalenze Accademiche) report.
Zurück zum Zitat Zhou, P., & Ang, B. W. (2009). Comparing MCDA aggregation methods in constructing composite indicators using the Shannon–Spearman measure. Social Indicators Research, 94, 83–96.CrossRef Zhou, P., & Ang, B. W. (2009). Comparing MCDA aggregation methods in constructing composite indicators using the Shannon–Spearman measure. Social Indicators Research, 94, 83–96.CrossRef
Zurück zum Zitat Zhou, P., Ang, B. W., & Zhou, D. Q. (2010). Weighting and aggregation in composite indicator construction: a multiplicative optimization approach. Social Indicators Research, 96, 169–181.CrossRef Zhou, P., Ang, B. W., & Zhou, D. Q. (2010). Weighting and aggregation in composite indicator construction: a multiplicative optimization approach. Social Indicators Research, 96, 169–181.CrossRef
Metadaten
Titel
Measuring University Performance by Means of Composite Indicators: A Robustness Analysis of the Composite Measure Used for the Benchmark of Italian Universities
verfasst von
Michela Gnaldi
M. Giovanna Ranalli
Publikationsdatum
05.10.2015
Verlag
Springer Netherlands
Erschienen in
Social Indicators Research / Ausgabe 2/2016
Print ISSN: 0303-8300
Elektronische ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-015-1116-1

Weitere Artikel der Ausgabe 2/2016

Social Indicators Research 2/2016 Zur Ausgabe