Skip to main content

Analyzing Research Potential through Redundancy Analysis: the case of the Italian University System

  • Conference paper
  • First Online:

Abstract

The paper proposes a multivariate approach to study the dependence of the scientific productivity on the human research potential in the Italian University system. In spite of the heterogeneity of the system, Redundancy Analysis is exploited to analyse the University research system as a whole. The proposed approach is embedded in an exploratory data analysis framework.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Gareth, R., (2003, May). Review of Research Assessment. Report by Sir Gareth Roberts to the UK funding bodies.

    Google Scholar 

  • Ministero dell’Istruzione, dell’Università e della Ricerca – Comitato nazionale per la valutazione del sistema universitario – Il modello per la ripartizione del Fondo di Finaziamento Ordinario (FFO) all’interno del sistema universitario: riflessioni a valle dell’applicazione sperimentale prevista dal D.M. 28 luglio 2004, available on-line (2005).

    Google Scholar 

  • RAE 2008. (2008). Research assessment exercise: The outcome. Retrieved December, 2008, Ref RAE 01/2008, from http://submissions.rae.ac.uk/results/outstore/RAEOutcomeFull.pdf.

  • Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gabelli, D., Saisana, M., & Tarantola, S. (2008). Global sensitivity analysis. The Primer. Wiley.

    Google Scholar 

  • Saito, T., & Yadohisa, H. (2005). Data analysis of asymmetric structures. New York: Marcel Dekker.

    MATH  Google Scholar 

  • van den Wollenberg, A. L., (1977). Redundancy analysis: An alternative for canonical correlation analysis. Psychometrika, 42(2), 207–219.

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cristina Davino .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Davino, C., Palumbo, F., Vistocco, D. (2011). Analyzing Research Potential through Redundancy Analysis: the case of the Italian University System. In: Ingrassia, S., Rocci, R., Vichi, M. (eds) New Perspectives in Statistical Modeling and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11363-5_4

Download citation

Publish with us

Policies and ethics