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...

Reciprocity is one of the main basic social relations that constitute societies. It consists of being favourable to others because others are favourable to you (and not from an exchange in the strict sense). It rests on three possible rationales: (1) balance (comparison, matching), often related...

Pacts for employment and competitiveness are an integral component of the ongoing process of decentralization of collective bargaining in Germany, a phenomenon that has been hailed as key to that nation's economic resurgence. Yet little is known about the effects of pacts on firm performance....

Italy is not immune from the long term process towards greater bargaining decentralization under way in Western Europe. The article surveys the main actions, either defined by social partners or by government intervention, which have attempted to encourage this process in recent years, without...

The micro- and macroeconomic effects of the declining power of trade unions have been hotly debated by economists and policymakers. Nevertheless, the empirical evidence shows that the impact of the decline on economic aggregates and firm performance is not an overwhelming cause for concern....

This paper presents empirical evidence from household and firm survey data collected during 2009-2010 on the implementation of the 2008 Labor Contract Law and its effects on China's workers. The government and local labor bureaus have made substantial efforts to enforce the provisions of the new...

This paper compares the interconnections between dominant economic thought and processes of policy-making in the area of labour market reforms in Germany in the late 1960s and the early 2000s. The transition in labour market policies in this period could be described as a change from an active...

The micro- and macroeconomic effects of the declining power of trade unions have been hotly debated by economists and policymakers, although the empirical evidence does little to suggest that the impact of union decline on economic aggregates and firm performance is an overwhelming cause for...

In this paper, we present preliminary empirical findings on the incidence of employee involvement practices in the Finnish manufacturing sector. The novel survey on EI practices is based on a representative random sample from the population of the Finnish manufacturing firms who had 50 or more...

High-performance work practices are frequently considered to have positive effects on corporate performance, but what do they do for employees? After assessing the correlation between organizational innovation and firm performance, this article investigates whether high-involvement work...