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Modelling Job Satisfaction in AlmaLaurea Surveys

Author

Listed:
  • Stefania Capecchi

    (Department of Theory and Methods of Human and Social Sciences Statistical Sciences Unit, University of Naples Federico II)

  • Maria Iannario

    (Department of Theory and Methods of Human and Social Sciences Statistical Sciences Unit, University of Naples Federico II)

  • Domenico Piccolo

    (Department of Theory and Methods of Human and Social Sciences Statistical Sciences Unit, University of Naples Federico II)

Abstract

A statistical approach for modelling job satisfaction stemming from the surveys on graduates’ employment conditions collected by AlmaLaurea is presented. Graduates have been interviewed about their employment conditions 1, 3 and 5 years after the time of degree. The focus of the survey is to assess the capacity of labour demand and labour market to exploit the human capital created by universities and, reciprocally, the ability of universities to meet society's requirements and needs (i.e. their external effectiveness and efficiency). Specifically, we compare different models implemented for the ordinal rating to the question: "How satisfied are you with your job?”. We establish differences in the estimated patterns of global job satisfaction and its components, but also emphasize the possibility to use an innovative approach (CUB models) to allow for control the effects of feeling and uncertainty in the response process.

Suggested Citation

  • Stefania Capecchi & Maria Iannario & Domenico Piccolo, 2012. "Modelling Job Satisfaction in AlmaLaurea Surveys," Working Papers 56, AlmaLaurea Inter-University Consortium.
    • Handle: RePEc:laa:wpaper:56
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    References listed on IDEAS

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    1. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    2. Freeman, Richard B, 1978. "Job Satisfaction as an Economic Variable," American Economic Review, American Economic Association, vol. 68(2), pages 135-141, May.
    3. Denzil G. Fiebig & Michael P. Keane & Jordan Louviere & Nada Wasi, 2010. "The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity," Marketing Science, INFORMS, vol. 29(3), pages 393-421, 05-06.
    4. Sousa-Poza, Alfonso & Sousa-Poza, Andres A., 2000. "Well-being at work: a cross-national analysis of the levels and determinants of job satisfaction," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 29(6), pages 517-538, November.
    5. repec:cup:apsrev:v:98:y:2004:i:01:p:191-207_00 is not listed on IDEAS
    6. Carmen Aina & Eliana Baici & Giorgia Casalone, 2011. "Time to degree: students' abilities, university characteristics or something else? Evidence from Italy," Education Economics, Taylor & Francis Journals, vol. 19(3), pages 311-325.
    7. Maria Iannario, 2010. "On the identifiability of a mixture model for ordinal data," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1), pages 87-94.
    8. King, Gary & Wand, Jonathan, 2007. "Comparing Incomparable Survey Responses: Evaluating and Selecting Anchoring Vignettes," Political Analysis, Cambridge University Press, vol. 15(1), pages 46-66, January.
    9. D'Elia, Angela & Piccolo, Domenico, 2005. "A mixture model for preferences data analysis," Computational Statistics & Data Analysis, Elsevier, vol. 49(3), pages 917-934, June.
    10. Michael Demoussis & Nicholas Giannakopoulos, 2007. "Exploring Job Satisfaction in Private and Public Employment: Empirical Evidence from Greece," LABOUR, CEIS, vol. 21(2), pages 333-359, June.
    11. Maurizio Pugno & Sara Depedri, 2010. "Job Performance and Job Satisfaction: An Integrated Survey," Economia politica, Società editrice il Mulino, issue 1, pages 175-210.
    12. Arnaud Chevalier & Antony Fielding, 2011. "An introduction to anchoring vignettes," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(3), pages 569-574, July.
    13. Furio Camillo & Silvia Ghiselli & Valentina Conti, 2011. "Integration of different data collection techniques using the propensity score," Working Papers 4, AlmaLaurea Inter-University Consortium.
    14. Paolo Ghinetti, 2007. "The Public–Private Job Satisfaction Differential in Italy," LABOUR, CEIS, vol. 21(2), pages 361-388, June.
    15. Michael Rose, 2005. "Job Satisfaction in Britain: Coping with Complexity," British Journal of Industrial Relations, London School of Economics, vol. 43(3), pages 455-467, September.
    16. Arie Kapteyn & James P. Smith & Arthur Van Soest, 2009. "Comparing Life Satisfaction," Working Papers WR-623-1, RAND Corporation.
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    Cited by:

    1. Claudio Ceccarelli & Stefano De Santis & Francesca Petrarca, 2018. "The work path of Italian graduates using integration among different sources," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 72(4), pages 89-100, October-D.
    2. Andrea Cammelli & Francesco Ferrante, 2014. "Entrepreneurship and innovation: the role played by graduates," Working Papers 69, AlmaLaurea Inter-University Consortium.
    3. Stefania Capecchi & Domenico Piccolo, 2016. "Investigating the determinants of job satisfaction of Italian graduates: a model-based approach," Journal of Applied Statistics, Taylor & Francis Journals, vol. 43(1), pages 169-179, January.
    4. Claudio Ceccarelli & Silvia Montagna & Francesca Petrarca, 2017. "Longitudinal Analysis Of Italian Graduates Employment Paths Through Integration Among Different Administrative Sources," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 71(3), pages 2-10, July-Sept.

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