Digital regulatory tools for entrepreneurial and creative behavior in the knowledge economy

The paper provides conceptual analysis of creative and entrepreneurial behavior in digital economy. Despite recent advances in statistical inference, the casual interpretation of models that try to predict behavior based on observational data can be dangerous. Causal interpretation can result in reproducing and amplifying unwanted social phenomena e.g. stigmatization. Thus, the information security systems shall be built on the basis of experimental analysis of human behavior, ethical considerations, and take into account the further long-term outcomes from the regulatory tools within the automated digital environment and smart spaces.