Popular approaches to building data from unstructured text come with limitations, such as scalability, interpretability, replicability, and real-world applicability. These can be overcome with Context Rule Assisted Machine Learning (CRAML), a method and no-code suite of software tools that...

We estimate the impact of union density on wages using Portuguese matched employer-employee-contract data, extending Gelbach’s (2016) omitted variable bias decomposition procedure to obtain the contribution of worker, firm, and job-title heterogeneity to the union wage premium. The principal...

Does employers' association (EA) membership affect the wages paid by firms? Such effects could follow from several channels, including increased productivity, different management practices, or employer collusion promoted by EA affiliation. We test these hypotheses drawing on detailed matched...

This paper studies firm-provided training in a context of potential worker mobility. We argue that such worker mobility may be reduced by employers' associations (EAs) through no-poach agreements. First, we sketch a simple model to illustrate the impact of employer coordination on training. We...

We explore the long run determinants of current differences in the degree of cooperative labor relations at local level. We do this by estimating the causal effect of the medieval communes -that were established in certain cities in Centre-Northern Italy towards the end of the 11th century- and...

This chapter reviews research on the linkages between corporate globalization and worker representation. Studies have identified various transmission channels through which the activities of foreign multinational companies (MNCs) affect host-country institutions of union and non-union...

While education and labor force participation of women have been increased, there is still a substantial gender gap in labor market opportunities. This gives rise to the question of what factors lead employers to promote work-family balance and gender equality. We address this question by...

The impact of unions on firm performance has been the subject of debate and controversy in most industrialized countries, particularly in the United States and the United Kingdom. The purpose of this chapter is to review and assess the scope and limitations of the economic analysis of unions as...

The German law on co-determination at the plant level (Betriebsverfassungsgesetz) stipulates that works councilors are neither to be financially rewarded nor penalized for their activities. This regulation contrasts with publicized instances of excessive payments. The divergence has sparked a...

This chapter reviews the economic effects of employee representation with statutory consultation and information rights at the workplace, the works councils. The chapter summarises the international literature which is heavily skewed towards the German case. This review focuses, first, on the...