Reading focus
Syllabus: How Do We Learn What Predicts What?
The selected work is the target article, pp. 183–198; the accompanying commentaries are separate publications. Identify the proposed mechanism and examine how the authors use awareness, instructions, and cognitive resources to distinguish it from alternatives.
Why you’re reading it. Consider an argument that moves beyond modifying associative models to questioning the need for a separate link-forming process.
A question to consider. Which finding from the earlier units could fit both an associative model and a propositional explanation? Specify an additional manipulation that the two accounts would need to predict differently.
Why this reading
The authors argue that human associative-learning effects can arise through beliefs about relations rather than a separate automatic link-forming mechanism. This forces a distinction between a phenomenon called associative learning and an associative explanation of that phenomenon.
Before you read
A proposition expresses a relation that can be judged true or false, such as one event predicting another. The authors distinguish learning a relationship from automatically retrieving or expressing what was learned. Their use of associative learning sometimes names an observed effect rather than a commitment to an underlying mechanism.
Read for
- Identify the argument against a separate automatic link-formation process and the positive account offered in its place.
- Evaluate how awareness, instructions, cognitive resources, and reasoning are used to distinguish explanations.
- Track the proposed handling of apparently automatic responses and exceptions; ask whether the account supplies precise enough predictions to be tested.
Consider afterwards
- A response occurs rapidly and without deliberate intention after training. What would you still need to know before concluding that the original learning occurred without awareness?
Editorial context
This is a defended theoretical position, not a consensus declaration that unconscious learning has been ruled out. The accompanying debate challenges both its evidential interpretation and its explanatory completeness. Shanks’s commentary, for example, disputes whether complex associative systems must have the properties attributed to elementary links.