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 achievement in primary school, using data from the Avon Longitudinal Study of Parents and Children. We conclude...

This article examines the effects of residential segregation on the basis of poverty status and race for high school and college completion. Segregation effects are estimated by contrasting educational outcomes among persons raised in metropolitan areas with varying levels of segregation. This metropolitan-level approach provides two advantages in evaluating segregation effects over neighborhoo...

I report estimates for a fixed-effects model of country-level Gini coefficients as a function of economic freedom along with relevant control variables. Gini coefficients are drawn from the UNU/WIDER World Income Inequality Database Version 2.0a, while economic freedom is measured by the Fraser Institute’s Economic Freedom of the World index. Controls are included for per capita income, politic...

We examine the effects of disaggregated government expenditure on investment using fixedand random-effect methods. Using the government budget constraint, we explore the effects of taxand debt-financed expenditure for the full sample, and for sub-samples of developed and developing countries. In general, tax-financed government expenditure crowds out more investment than debtfinanced expenditur...

This paper uses prefecture-level panel data from Japan, spanning the period 1989–2003, to examine the influence of social norms and fractionalization on voting behavior. The key findings obtained from analysis via the fixed effects estimation, which controls for unobserved prefecture-specific fixed effects, are as follows: (1) the voter turnout is higher in close-knit communities, indicating th...

Corruption, Shadow Economy and Income Inequality: Evidence from Asia A number of recent studies for Latin America show that as the size of the informal economy grows, corruption is less harmful to inequality. We investigate if this relationship is equally compelling for developing countries in Asia where corruption, inequality and shadow economies are considerably large. We use Panel Least Squa...

notwithstanding a century of prohibition, marijuana is the most widely used illicit substance in canada. due to the growing public acceptance of recreational marijuana use and ineffectiveness of the existing control system in canada, the issue surrounding legalizing this illicit drug has received considerable public and political attentions in recent years. consequently, the newly elected liber...