Statistical models for measuring job satisfaction
In this paper we present two statistical approaches for discussing and modelling job satisfaction based on data collected in the Survey on Household Income and Wealth (SHIW) conducted by the Bank of Italy. In particular, we compare two different classes of model for ordinal data: the Ordinal Probit Model and the more recent CUB model. The aim is to establish common outcomes and differences in the estimated patterns of global job satisfaction, but also to stress the potential for curbing the effects of measurement errors on estimates by using CUB models, allowing us to control for the effect of uncertainty and shelter choices in the response process.
|Date of creation:||Feb 2012|
|Contact details of provider:|| Postal: Via Nazionale, 91 - 00184 Roma|
Web page: http://www.bancaditalia.it
More information through EDIRC
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Justina A. V. Fischer & Alfonso Sousa-Poza, 2009.
"Does job satisfaction improve the health of workers? New evidence using panel data and objective measures of health,"
John Wiley & Sons, Ltd., vol. 18(1), pages 71-89.
- Fischer, Justina AV & Sousa-Poza, Alfonso, 2007. "Does Job Satisfaction Improve The Health Of Workers? New Evidence Using Panel Data And Objective Measures Of Health," SSE/EFI Working Paper Series in Economics and Finance 687, Stockholm School of Economics.
- Justina A. V. Fischer & Alfonso Sousa-Poza, 2008. "Does Job Satisfaction Improve the Health of Workers?: New Evidence Using Panel Data and Objective Measures of Health," SOEPpapers on Multidisciplinary Panel Data Research 76, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Fischer, Justina A.V. & Sousa-Poza, Alfonso, 2007. "Does Job Satisfaction Improve the Health of Workers? New Evidence Using Panel Data and Objective Measures of Health," IZA Discussion Papers 3256, Institute for the Study of Labor (IZA).
- 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.
- David G. Blanchflower & Andrew J. Oswald, 2000. "Well-Being Over Time in Britain and the USA," NBER Working Papers 7487, National Bureau of Economic Research, Inc.
- Blanchflower, David G. & Oswald, Andrew J., 2001. "Well-Being Over Time in Britain and the USA," The Warwick Economics Research Paper Series (TWERPS) 616, University of Warwick, Department of Economics.
- Andries de Grip & Inge Sieben & Fred Stevens, 2009. "Are More Competent Workers More Satisfied?," LABOUR, CEIS, vol. 23(4), pages 589-607, December.
- Cornelissen, Thomas & Heywood, John S. & Jirjahn, Uwe, 2011. "Performance pay, risk attitudes and job satisfaction," Labour Economics, Elsevier, vol. 18(2), pages 229-239, April.
- Thomas Cornelißen & John S. Heywood & Uwe Jirjahn, 2008. "Performance Pay, Risk Attitudes and Job Satisfaction," SOEPpapers on Multidisciplinary Panel Data Research 136, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, vol. 61(3), pages 359-381, September.
- Clark, Andrew E & Oswald, Andrew J, 1993. "Satisfaction and Comparison Income," Economics Discussion Papers 10018, University of Essex, Department of Economics.
- Clark, Andrew E. & Oswald, Andrew J., 1994. "Satisfaction and comparison income," CEPREMAP Working Papers (Couverture Orange) 9408, CEPREMAP.
- Gabriella Conti & Stephen Pudney, 2011. "Survey Design and the Analysis of Satisfaction," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1087-1093, August.
- 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.
- Becker, William E. & Kennedy, Peter E., 1992. "A Graphical Exposition of the Ordered Probit," Econometric Theory, Cambridge University Press, vol. 8(01), pages 127-131, March.
- Claudia Biancotti & Giovanni D'Alessio & Andrea Neri, 2008. "Measurement Error In The Bank Of Italy'S Survey Of Household Income And Wealth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(3), pages 466-493, 09.
- Ivan Faiella, 2008. "Accounting for sampling design in the SHIW," Temi di discussione (Economic working papers) 662, Bank of Italy, Economic Research and International Relations Area.
- Paolo Ghinetti, 2007. "The Public-Private Job Satisfaction Differential in Italy," LABOUR, CEIS, vol. 21(2), pages 361-388, 06.
- Francesca Di Iorio & Maria Iannario, 2012. "Residual diagnostics for interpreting CUB models," Statistica, Department of Statistics, University of Bologna, vol. 72(2), pages 163-172.
- Franses,Philip Hans & Paap,Richard, 2010. "Quantitative Models in Marketing Research," Cambridge Books, Cambridge University Press, number 9780521143653, February.
When requesting a correction, please mention this item's handle: RePEc:bdi:wptemi:td_852_12. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.