The d-Prime directive: Assessing costs and benefits in recognition by dissociating mixed-list false alarm rates.
2016
It can be difficult to judge the effectiveness of encoding techniques in a within-subject design. Consider the production effect-the finding that words read aloud are better remembered than words read silently. In the absence of a baseline, a within-subject production effect in a mixed study list could reflect a benefit of reading aloud, a cost of reading silently, or both. To help interpret within-subject data, memory researchers have compared within-subject and between-subjects designs, with the between-subjects (i.e., pure list) conditions serving as baselines against which the within-subject (i.e., mixed-list) conditions are compared. In the present article, the authors highlight a shortcoming of using this comparison to assess costs and benefits in recognition. Unlike between-subjects experiments where separate false alarm rates are obtained for each condition, the typical within-subject experiment yields a collapsed false alarm rate, which, the authors argue, can potentially bias calculations of memory discrimination (d'). Across 3 experiments that used production as the encoding manipulation, they used a typical mixed-list versus pure-list design (Experiment 1) and then made modifications to this design (Experiments 2 and 3) that yielded separate mixed-list false alarm rates. The results of the latter 2 experiments demonstrated that words that are read aloud in a mixed list have an overall memorial benefit over words that are read aloud in a pure list-both in terms of increased hits and reduced false alarms. The authors frame these results in terms of the distinctiveness heuristic. (PsycINFO Database Record.
Keywords:
- Encoding (memory)
- Statistical hypothesis testing
- Baseline (configuration management)
- Social psychology
- Constant false alarm rate
- Psychology
- Prime Directive
- Statistics
- Pattern recognition
- Heuristic
- Artificial intelligence
- False alarm
- Text mining
- Cognitive psychology
- Natural language processing
- Optimal distinctiveness theory
- Cognition
- Cost–benefit analysis
- Correction
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