In this paper we propose a method to estimate models in which an endogenous dichotomous treatment affects a count outcome in the presence of either sample selection or endogenous participation using maximum simulated likelihood. We allow for the treatment to have an effect on both the sample...

The UK Department for Education (DfE) calculates contextualised value added (CVA) measures of school performance using administrative data that contain only a limited set of explanatory variables. Differences on schools’ intake regarding characteristics such as mother’s education...

The measurement of school performance for secondary schools in England has developed from simple measures of marginal performance at age 16 to more complex contextual value-added measures that account for pupil prior attainment and background. These models have been developed within the...

Investigation of peer effects on achievement with sample survey data on schools may mean that only a random sample of peers is observed for each individual. This generates classical measurement error in peer variables, resulting in the estimated peer group effects in a regression model being...

Performance targets are ubiquitous in all areas of an individual's life such as education, jobs, sport competitions and charity donations. In this paper I assess whether meeting performance targets in tests at school has an effect on students' subsequent behaviour. This is helpful to test...

Investigation of peer effects on pupil’s achievement with survey data on samples of schools and pupils within schools may mean that only a random sample of peers is observed for each individual pupil. This generates classical measurement error on peer variables. Hence under OLS model...

The international surveys of pupil achievement – PISA, TIMSS, and PIRLS – have been widely used to compare socioeconomic gradients in children’s cognitive abilities across countries. Socioeconomic status is typically measured drawing on children’s reports of family or...

In this paper, we consider the problem of missing values of a continuous response variable that cannot be assumed to be missing at random. The example considered here is an analysis of pupil's subjective engagement at school using longitudinal survey data, where the engagement score from wave 3...

This paper estimates the relationship between teacher characteristics and teacher quality by applying point-in-time pupil-fixed effects. It uses a large cross-sectional dataset of grade 6 teaching and learning in 12 sub-Saharan countries. The findings are generally in line with the existing...

Disabled children are known to fare worse in terms of educational attainment during their school years, with subsequent consequences for their later transitions and adult outcomes. But despite the acknowledged importance of the early years in children's later outcomes, we know relatively little...