In this paper we describe an alternative iterative approach for the estimation of linear regression models with high-dimensional fixed-effects such as large employer-employee data sets. This approach is computationally intensive but imposes minimum memory requirements. We also show that the...

Using nine waves of data from Understanding Society (UKHLS), we study the expansion of higher education in the UK, since the landmark Robbins Report in 1963, and its consequences for levels of and inequalities in household income, physical and mental health. We estimate fixed effects models...

This paper attempts to establish empirically whether natives' job satisfaction is adversely affected by having minority co-worker(s). The paper uses nationally representative linked employer-employee data and eight different facets of job satisfaction. Measuring minority co-worker status at the...

Using Canadian linked employer-employee data covering the period 1999-2005, I examine the determinants of the availability of family-friendly "care" practices and the impact of such practices on wages. The results show that the provision of family-friendly practices is not mainly derived from...

The paper investigates whether unionisation has a spillover effect on wellbeing by comparing non-members in union and non-union workplaces. To this end, it adapts the social custom model of trade unions and goes on to conduct empirical analyses using linked employer-employee data and alternative...

An influential recent literature argues that women are less likely to initiate bargaining with their employers and are (often) less effective negotiators than men. We use longitudinal wage data from Portugal, matched to balance sheet information on employers, to measure the relative bargaining...

We review the literature on firm-level drivers of labor market inequality. There is strong evidence from a variety of fields that standard measures of productivity – like output per worker or total factor productivity – vary substantially across firms, even within narrowly-defined...

This paper uses a linked employer-employee dataset, the National Employment Survey, to examine the determinants of organisational change and employee resistance to change and, specifically, to examine the influence of employee inflexibility on the implementation of firm-level policies aimed at...

This paper provides new evidence on the determinants of vacation leave and its relationship to hours worked and hourly wages by examining the case of Canada. Previous studies from the US, using individual level data, have revealed that annual work hours fall by around 53 hours for each...

The firm's stock of human capital is an important determinant of its ability to innovate. As such, any increase in this stock through firm-sponsored training might lead to more innovation. We test this hypothesis using detailed data on firms' human capital investments and innovation performance,...