Retrospective confidence refers to the phenomenological experience of the level of certainty that retrieved information is, in fact, correct. Retrospective confidence judgments are examined across a range of sub-disciplines in psychology from perception to memory research, and in education and legal applications. This paper focuses on…

This paper investigates the intersection of big data and philosophy of education by considering big data's potential for addressing learning via a holistic process of coming-to-know. Learning, in this sense, cannot be reduced to the difference between a pre- and post-test, for example, as it is constituted at least as much by qualities of…

Background: Historically, significant advances in scientific understanding have followed advances in measurement and observation. As the resolving power of an instrument increased, so have gains in the understanding of the phenomena being observed. Modern interactive systems are potentially the new "microscopes" when they are…

Dealing with alternative causes is necessary to avoid making inaccurate causal inferences from covariation data. However, information about alternative causes is frequently unavailable, rendering them unobserved. The current article reviews the way in which current learning models deal, or could deal, with unobserved causes. A new model of causal…

A recent wave of linguistic research has attempted to demonstrate empirically that in learning the syntax of a second language, adults re-access their universal grammar (UG). However, the conspicuous lack of success of second language learners has caused researchers to seek evidence in experimental data. The most expedient source of this data is…

Reports on an experiment that explored novice learners' responses to anomalous data (new data that contradict previous beliefs). Secondary education students were given both anomalous and confirmatory data concerning various theories about the origin of life on earth. Statistical data reveal their level of awareness of the contradictions. (MJP)