Self-insight research as (double) model recovery.

Area of Science:

• Cognitive Psychology
• Decision Science
• Behavioral Economics

Background:

• Self-insight assessment traditionally compares implicit and explicit cognitive policies.
• Evaluating awareness requires reliable methods for inferring and describing these policies.

Purpose of the Study:

• To analyze the validity of self-insight assessments by examining two model-recovery exercises.
• To determine if policy mismatches indicate limited self-insight or methodological limitations.

Main Methods:

• Compared a statistical exercise (inferring implicit policy) with an elicitation exercise (describing explicit policy).
• Evaluated potential shortcomings in each exercise that could affect awareness criteria (Newell & Shanks).

Main Results:

• Policy mismatches in self-insight assessments do not automatically imply limited self-insight.
• Methodological limitations in either the statistical or elicitation exercise can lead to inaccurate assessments.

Conclusions:

• Robust self-insight assessment necessitates that both inferential and descriptive exercises accurately capture the judge's original cognitive processes.
• Further research should focus on refining methods to ensure the fidelity of both implicit and explicit policy recovery.