Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
extract knowledge from data: specifically, they should start with creating and analysing a graphical causal model before manipulating the study (or experimental) data. Moreover, researchers should ideally analyse the causal model before even conducting an experiment or an observational study