We discuss the use of fixed and random effects models in the context of educational research and set out the assumptions behind the two modelling approaches. To illustrate the issues that should be considered when choosing between these approaches, we analyse the determinants of pupil...

We discuss the use of fixed and random effects models in the context of educational research and set out the assumptions behind the two modelling approaches. To illustrate the issues that should be considered when choosing between these approaches, we analyse the determinants of pupil...

This paper is an empirical application of a hedonic model to determine rents in Switzerland. Unlike traditional hedonic models, we take account of the fact that data are clustered at different levels. The resulting spatial autocorrelation and heterogeneity permits a consideration of different...

Using a very local definition of neighbourhood, and characterising that neighbourhood along five relatively orthogonal dimensions based on the socio-economic characteristics of the population of the neighbourhood, this paper examines the association between neighbourhood and levels and changes...

While undernutrition among children is very pervasive both in Sub- Saharan Africa and South Asia, child mortality is rather low in South Asia. In contrast to that Sub-Saharan African countries suer by far the worst from high rates of child mortality. This dierent pattern of child mortality and...

Traditional studies of school differences in educational achievement use multilevel modelling techniques to take into account the nesting of pupils within schools. However, educational data are known to have more complex non-hierarchical structures. The potential importance of such structures is...

There is a strong need to complement the analysis of social well-being at the European regional level to supplement existing, predominantly economic analysis. This work extends the measurement of well-being across the EU-15 regions in several ways. First, we assess the determinants of well-being...

This paper provides a mapping of quality of work and measures its evolution between 1995 and 2005 by using European Working Conditions Surveys. With a multilevel modelling, we assess the sensitivity of observed trends to "composition effects" and "country effects". Results suggest a decreasing...

Cross-national differences in outcomes are often analysed using regression analysis of multilevel country datasets, examples of which include the ECHP, ESS, EU-SILC, EVS, ISSP, and SHARE. We review the regression methods applicable to this data structure, pointing out problems with the...

Analyses of neighbourhood socioeconomic characteristics and health indicators consistently show that health is worse in poorer neighbourhoods. However, some studies that examined neighbourhood effects separately for individuals of different socioeconomic position found that poor people may...