The dynamics of perception: modelling subjective wellbeing in a short panel

Stephen Pudney

Journal of the Royal Statistical Society Series A, 2008, vol. 171, issue 1, 21-40

Abstract: Summary. We consider the issue of the dynamics of perceptions, as expressed in responses to survey questions on subjective wellbeing. We develop a simulated maximum likelihood method for estimation of dynamic linear models, where the dependent variable is partially observed through ordinal scales. This latent auto‐regression model is often more appropriate than the usual state dependence model for attitudinal and interval variables. The paper contains an application to a model of households’ perceptions of their financial wellbeing, demonstrating the superior fit of the latent auto‐regression model to both the usual static model and the state dependence model.

Date: 2008
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (37)

Downloads: (external link)
https://doi.org/10.1111/j.1467-985X.2007.00515.x

Related works:
Working Paper: The dynamics of perception: modelling subjective well-being in a short panel (2006)
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:bla:jorssa:v:171:y:2008:i:1:p:21-40

Ordering information: This journal article can be ordered from
http://ordering.onli ... 1111/(ISSN)1467-985X

Access Statistics for this article

Journal of the Royal Statistical Society Series A is currently edited by A. Chevalier and L. Sharples

More articles in Journal of the Royal Statistical Society Series A from Royal Statistical Society Contact information at EDIRC.
Bibliographic data for series maintained by Wiley Content Delivery ().