Recent years have seen a massive growth in ethical and legal frameworks to govern data science practices. Yet one of the core questions associated with ethical and legal frameworks is the extent to which they are implemented in practice. A particularly interesting case in this context comes to public officials, for whom higher standards typically exist. We are thus trying to understand how ethical and legal frameworks influence the everyday practices on data and algorithms of public sector data professionals. The following paper looks at two cases: public sector data professionals (1) at municipalities in the Netherlands and (2) at the Netherlands Police. We compare these two cases based on an analytical research framework we develop in this article to help understanding of everyday professional practices. We conclude that there is a wide gap between legal and ethical governance rules and the everyday practices.
MULTIFILE
Recent years have seen a massive growth in ethical and legal frameworks to govern data science practices. Yet one of the core questions associated with ethical and legal frameworks is the extent to which they are implemented in practice. A particularly interesting case in this context comes to public officials, for whom higher standards typically exist. We are thus trying to understand how ethical and legal frameworks influence the everyday practices on data and algorithms of public sector data professionals. The following paper looks at two cases: public sector data professionals (1) at municipalities in the Netherlands and (2) at the Netherlands Police. We compare these two cases based on an analytical research framework we develop in this article to help understanding of everyday professional practices. We conclude that there is a wide gap between legal and ethical governance rules and the everyday practices.
MULTIFILE
In primary music education a key question is what teachers can do to stimulate students’ musical creativity. For the answer, delving into teacher-student interaction during the creative processes in the naturalistic setting of primary music lessons is required. Twenty-six music lessons from thirteen teachers and their classes of seven Dutch schools were recorded to explore the relation between teachers’ autonomy support and students’ divergent and convergent thought & action. Quantitative sequential analysis and thematic analysis were combined to examine this relation, using a framework offered by Complex Dynamic Systems theory and Enaction theory. In contrast to classical correla-tional analysis, sequential analysis focuses on the dynamics, and thus on the temporal relation in classroom interaction. The results show that mostly lower-level autonomy support was offered. Es-pecially in creative lessons, higher-level autonomy support is more likely to lead to higher-level student divergent thought and action. For convergent thought and action, the results were less con-clusive. An implication of the findings is that (research into) music education could benefit from interventions aimed at enhancing autonomy support in primary school music.
