Technological advancements in the field of data analytics, algorithms and AI have dramatically increased opportunities for workplace monitoring. In this article, we discuss some of these digital technologies, and examine their impact on employment relationships and the quality of work. Based on desk research, literature review and interviews, the Rathenau Institute examined a wide range of digital instruments, their scientific basis, implications for the quality of work and relevant legal frameworks. Digital monitoring technologies often quantify work activities. We argue that it is important for organisations to realise that such quantification often negatively impacts both job quality and employment relationships. Responsible use of digital monitoring tools not only requires a broad societal and political dialogue about privacy, discrimination and workload but also a critical reflection on the aim of organisations to use data to understand workers, while not everything of value can be captured in data.

In this feature authors discuss recent research findings that are of interest to readers of Beleid en Maatschappij.
According to many commentators, the system of science is in a crisis: it is characterized by perverse incentives, it is contested and misused, and it has lost its authority. In this essay, I suggest that the answer to this crisis lies in a broadening of the notion of scientific integritiy from the conduct of individual researchers to the wider context of the science-policy-society interface. Specifically, I argue for the need to foster what I call here ‘relations of integrity’. In these relations, science reflects on the role it plays and takes into account the context in which knowledge is produced and used. It has to maintain independence, while fully recognizing that value free knowledge does not exist and that multiple forms of independence are possible, and it needs to be accountable for the decisions it makes and for the consequences of those decisions.