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A Multilevel Analysis of Graduates’ Job Satisfaction

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Summary

In this paper, we analyse some aspects of job satisfaction by means of a multilevel factor model, decomposing the factor structure into the graduate and degree programme components, using data from a survey on the 1998 graduates of the University of Florence. Due to the ordinal scale of the response variables, we adopt a multilevel factor model for ordinal variables. The results show that the factor structures at the graduate and study programme levels are not the same, although they are similar; the study programmes with extreme factor scores should be selected for a deeper investigation.

Keywords

  • Factor model
  • Job satisfaction
  • Multilevel model
  • Ordinal variable

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References

  • BARTOLOZZI M. (2001) Analisi della soddisfazione sul lavoro tramite un modello ad equazioni strutturali, Studi e note di economia, 3: 163–179.

    Google Scholar 

  • BINI M. (1999) Valutazione della Efficacia dell’Istruzione Universitaria rispetto al Mercato del Lavoro, Rapporto di Ricerca, Osservatorio per la Valutazione del Sistema Universitario-Ministero dell’Università e della Ricerca Scientifica e Tecnologica, Roma.

    Google Scholar 

  • CHIANDOTTO B., BACCI S., BERTACCINI B. (2004) Profilo e sbocchi occupazionali dei laureati e diplomati dell’Ateneo fiorentino nell’anno 2000, University of Florence. http://valmon.ds.unifi.it.

    Google Scholar 

  • FIELDING A. (1999) Why use arbitrary point scores? Ordered categories in models of educational progress, Journal of the Royal Statistical Society (A), 162: 303–328.

    CrossRef  Google Scholar 

  • GOLDSTEIN H., MCDONALD R. P. (1988) A general model for the analysis of multilevel data, Psychometrika, 53: 455–467.

    CrossRef  MATH  MathSciNet  Google Scholar 

  • GOLDSTEIN H., RASBASH J., PLEWIS I., DRAPER D., BROWNE W., YANG M., WOODHOUSE G., HEALY M.J.R. (1998) A User’s Guide to MLwiN, Institute of Education, London.

    Google Scholar 

  • GRILLI L., RAMPICHINI C. (2006) Multilevel factor models for ordinal variables, Structural Equation Modeling (in press).

    Google Scholar 

  • LONGFORD N., MUTHÉN B. (1992) Factor analysis for clustered observations, Psychometrika, 57: 581–597.

    CrossRef  MATH  MathSciNet  Google Scholar 

  • MAZZOLLI B. (2000) Valutazione dell’efficacia dell’ateneo fiorentino tramite un modello multilivello ad equazioni strutturali, Ph.d. Thesis, Department of Statistics “G. Parenti”, University of Florence.

    Google Scholar 

  • MUTHÉN B. (1994) Multilevel covariance structure analysis, Sociological Methods & Research, 22: 376–398.

    Google Scholar 

  • MUTHÉN L.K., MUTHÉN B.O. (2003) Mplus User’s Guide (version 3). Muthén & Muthén, Los Angeles, CA.

    Google Scholar 

  • RABE-HESKETH S., SKRONDAL A., PICKLES A. (2004) GLLAMM Manual. U.C. Berkeley Division of Biostatistics Working Paper Series, Working Paper 160.

    Google Scholar 

  • SKRONDAL A., RABE-HESKETH S. (2004) Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Models, Chapman & Hall/ CRC Press, Boca Raton.

    Google Scholar 

  • SANTORO M., PISATI M. (1996) Dopo la laurea. Status, sfide, strategie, Il Mulino, Bologna.

    Google Scholar 

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© 2007 Physica-Verlag Heidelberg

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Grilli, L., Rampichini, C. (2007). A Multilevel Analysis of Graduates’ Job Satisfaction. In: Fabbris, L. (eds) Effectiveness of University Education in Italy. Physica-Verlag HD. https://doi.org/10.1007/978-3-7908-1751-5_3

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