Smith David G, Duncan Matthew J J
Command Effectiveness and Behaviour Section, Defence Research and Development Canada Toronto, Ontario, Canada.
J Exp Psychol Learn Mem Cogn. 2004 May;30(3):615-25. doi: 10.1037/0278-7393.30.3.615.
Signal-detection theory (SDT) accounts of recognition judgments depend on the assumption that recognition decisions result from a single familiarity-based process. However, fits of a hybrid SDT model, called dual-process theory (DPT), have provided evidence for the existence of a second, recollection-based process. In 2 experiments, the authors tested predictions of DPT and SDT by comparing the invariance of parameter estimates between yes/no (Y/N) and 2-alternative forced-choice (2AFC) testing paradigms. Both experiments showed DPT recollection estimates in Y/N to be poorly correlated with recollection estimates in 2AFC. In Experiment 2, SDT predictions explained more variance than DPT predictions. The authors evaluate and discuss the extent to which each model possesses theoretical validity versus computational flexibility in curve fitting.
信号检测理论(SDT)对识别判断的解释依赖于这样一种假设,即识别决策源于单一的基于熟悉度的过程。然而,一种名为双过程理论(DPT)的混合SDT模型的拟合结果为第二种基于回忆的过程的存在提供了证据。在两项实验中,作者通过比较是/否(Y/N)和二选一强制选择(2AFC)测试范式之间参数估计的不变性,对DPT和SDT的预测进行了检验。两项实验均表明,Y/N中的DPT回忆估计与2AFC中的回忆估计相关性较差。在实验2中,SDT的预测比DPT的预测解释了更多的方差。作者评估并讨论了每个模型在曲线拟合中理论有效性与计算灵活性的程度。