Factors influencing beliefs for adoption of a learning analytics tool: An empirical study

► Gives empirically validated models of the factors influencing tool adoption beliefs. ► Those engaged in teaching are better placed to internalize perceived tool utilities. ► Users appreciate tools that provide some hints on how to improve online courses. ► No significant relationship between ease-of-use belief and intention is observed.