Episodic feeling-of-knowing relies on noncriterial recollection and familiarity: Evidence using an online remember-know procedure

We examined the hypothesis that feeling-of-knowing judgments rely on recollection as well as on familiarity prompted by the cue presentation. A remember-know-no memory procedure was combined with the episodic FOK procedure employing a cue–target pair memory task. The magnitude of FOK judgments and FOK accuracy were examined as a function of recollection, familiarity, or the “no memory” option. Results showed that the proportion of R and K responses was similar. FOK accuracy and magnitude of FOK judgments were higher for R and K responses than for N responses. FOK accuracy related to R and K responses were above chance level, but FOK was not accurate in the “no memory” condition. Finally, both FOK magnitude and FOK accuracy were related more to recollection than to familiarity. These results support the hypothesis that both recollection and familiarity are determinants of the FOK process, although they suggest that recollection has a stronger influence.     

The combined contributions of the cue-familiarity and accessibility heuristics to feelings of knowing

A model for the basis of feeling of knowing (FOK) is proposed, which combines 2 apparently competing accounts, cue familiarity (L. M. Reder, 1987), and accessibility (A. Koriat, 1993). Both cue familiarity and accessibility are assumed to contribute asynchronously to FOK, but whereas the effects of familiarity occur early, those of accessibility occur later and only when cue familiarity is sufficiently high to drive the interrogation of memory for potential answers. General information questions were used to orthogonally manipulate cue familiarity and accessibility. As expected, both familiarity and accessibility enhanced FOK judgments, but the effects of accessibility were found mostly when familiarity was high. This interactive pattern was replicated when FOK judgments were delayed but not when they were immediate. The results support the proposed cascaded model of FOK but also imply a differentiation between 2 variants of the accessibility heuristic.     

Cue familiarity but not target retrievability enhances feeling-of-knowing judgments.

Two hypotheses concerning people's ability to predict later memory performance for unrecalled items were investigated. The target retrievability hypothesis states that feeling-of-knowing judgments (FKJs) are based on partial target information; and the cue familiarity hypothesis asserts that they are based on recognition of the cues. In Experiments 1 and 2, subjects either generated or read the targets of paired associates. Half of the cues had been primed in a pleasantness-rating task. The generation manipulation increased recall but had no effect on FKJs. Cue priming had no effect on recall but increased FKJs. In Experiment 3, using general information questions, primed after the initial recall attempt, both cue and target priming increased FKJs. Experiment 4, which remedied difficulties in Experiment 3, showed no effect of target priming whereas cue priming increased FKJs. The results favor the cue familiarity hypothesis.     

FOK产生机制的实验研究

通过以初中生和大学生为被试的两个实验探讨了FOK（Feeling-of-Knowing即“熟知感”）的产生机制,是线索熟悉性还是靶项目的可提取性（或记忆强度）决定FOK判断的等级。识记材料为90对中文词对.分前后两部分让被试识记,前后两部分词对之间安排三种关系：①完全相同;②仅线索词相同,③完全不同,这三种关系可选成不同的靶项目记忆强度和不同的线索熟悉性.两组实验结果一致表明,FOK的等级判断的高低取决于线索熟悉程度,而不随靶项目的记忆强度而变化.     

Response speeding mediates the contributions of cue familiarity and target retrievability to metamnemonic judgments

Metamnemonic judgments are influenced by the retrievability of the target memory in question, but also by the familiarity of the cue used to elicit such judgments. However, there have been few suggestions as to what factors mediate the influence of these different sources of information on metamnemonic judgments. In this experiment, I examined the interactions between prediction time pressure and variables that promote either cue familiarity or target retrievability. The data reveal that target retrievability plays a larger role than does cue familiarity in fostering predictions of future recall made under unpressured conditions, but that cue familiarity influences predictions that are speeded. This pattern is interpreted by analogy with recognition memory: Mnemonic evidence based on familiarity is more impervious to the demands of time pressure than are the products of deliberative retrieval. Several explanations for this effect are suggested.     

Are you sure you forgot? Feeling of knowing in directed forgetting.

One significant issue in metamemory is how variables increasing memorability affect metamemory. Previous research has produced inconsistent results. The effect of directed forgetting on the magnitude and accuracy of feeling-of-knowing (FOK) judgments was investigated. Participants were presented with word pairs, some to be remembered and some to be forgotten, and then were asked to recall all target words regardless of initial instructions. For unrecalled items, they were asked to give FOK judgments about performance in a future memory task: a cued stem-completion task (Experiment 1) or a recognition test (Experiment 2). This encoding manipulation increased both the memory performance and the magnitude of FOK judgments. However, no such effect on the accuracy of FOK judgments was observed.     

FOK产生机制的再验证

通过用有意义联系和无意义联系的两种中文词对作为识记材料,在以前实验研究基础上,进一步验证关于FOK(Feelingof Knowing)产生机制的两种理论假说,即靶项日记忆强度假说(或靶项目提取可能性假说)与线索熟悉性假说。实验结果表明,靶项目记忆强度和线索熟悉性程度都能决定FOK判断等级的高低,说明两种假说并非绝对对立,非此既彼。但此二因素都需达到一定程度,才能显著影响FOK判断等级的高低。     

线索熟悉性与易接近性对FOK影响的实验研究

本研究目的探讨线索熟悉性和易接近性与FOK判断的关系。两个实验以中文词为材料．采用重复启动操纵线索的熟悉性,用联想集大小操纵易接近性,线索词和目标词之间无联想关系。实验结果表明：线索熟悉性和易接近性都有促进FOK判断的作用,但二者对FOK的作用是独立的,且不同步。文章最后讨论了线索熟悉性与易接近性的控制条件可能影响二者在FOK判断上的关系。     

The role of familiarity in episodic memory and metamemory for music

Participants heard music snippets of varying melodic and instrumental familiarity paired with animal-name titles. They then recalled the target when given either the melody or the title as a cue, or they gave name feeling-of-knowing (FOK) ratings. In general, recall for titles was better than it was for melodies, and recall was enhanced with increasing melodic familiarity of both the cues and the targets. Accuracy of FOK ratings, but not magnitude, also increased with increasing familiarity. Although similar ratings were given after melody and title cues, accuracy was better with title cues. Finally, knowledge of the real titles of the familiar music enhanced recall but had, by and large, no effect on the FOK ratings.     

Divided attention at encoding: Effect on feeling-of-knowing

This research investigated the effect of divided attention at encoding on feeling-of-knowing (FOK). Participants had to learn a 60 word-pair list under two experimental conditions, one with full attention (FA) and one with divided attention (DA). After that, they were administered episodic FOK tasks with a cued-recall phase, a FOK phase and a recognition phase. Our results showed that DA at encoding altered not only memory performance, but also FOK judgments and FOK accuracy. These findings throw some light on the central role of the quality of memory encoding to make accurate FOK judgments and provide new evidence supporting the relationship between memory and metamemory judgments.     

知道感与不知道感：两种不同的认知加工过程——一项来自行为实验的证据

脑成像研究表明,准确的知晓感（FOK）可以分为知道感和不知道感,两者可能依赖不同的大脑机制实现。该研究通过两个实验,检验了线索和靶子的频率对FOK判断准确性的影响,并在行为水平上考察了“知道感和不知道感可能通过不同的认知过程来实现”的假设。实验一表明：靶子字的频率对FOK判断的准确性有影响,即靶子为低频字时,FOK判断的准确性降低;同时,线索和靶子的字频对知道感和不知道感判断的等级没有影响。实验二显示：线索熟悉性只影响准确的不知道感判断等级,而靶项目强度只影响准确的知道感判断等级,即产生了非交叉的双重分离。综上,我们发现了靶子的字频对FOK判断准确性的影响,并从行为实验的角度证实,知道感和不知道感依赖不同的认知加工过程。     

Effects of self-referencing on feeling-of-knowing accuracy and recollective experience

The current research investigated the impact of self-referencing (SR) on feeling-of-knowing (FOK) judgements to improve our understanding of the mechanisms underlying these metamemory judgements and specifically test the relationship between recollective experiences and FOK accuracy within the accessibility framework FOK judgements are thought to be by-products of the retrieval process and are therefore closely related to memory performance. Because relating information to one's self is one of the factors enhancing memory performance, we investigated the effect of self-related encoding on FOK accuracy and recollective experience. We compared performance on this condition to a separate deep processing condition in which participants reported the frequency of occurrence of pairs of words. Participants encoded pairs of words incidentally, and following a delay interval, they attempted at retrieving each target prompted by its cue. Then, they were re-presented with all cues and asked to provide FOK ratings regarding their likelihood of recognising the targets amongst distractors. Finally, they were given a surprise recognition task in which following each response they identified whether the response was remembered, known or just guessed. Our results showed that only SR at encoding resulted in better memory, higher FOK accuracy and increased recollective experience.     

‘Feeling of knowing’ and cued recall

This study investigates further the relationship between an individual's ‘Feeling of Knowing’ (FOK) that a memory response is stored, and evidence of later retention. Following the presentation of a test list, in which Ss were required to recall capitals of countries, unretrieved items were immediately subject to a further retrieval attempt. Items still unretrieved were then subject to first letter cueing. Finally, items still unretrieved were subject to first and second letter cueing. Results indicate that degree of expressed FOK is significantly related to later retrieval following both first, and first and second letter cueing. This finding thus extends the earlier findings of Hart (1965) and Freedman and Landauer (1966) concerning the relationship between FOK and later measured retention, as in both these studies retention was measured by a recognition procedure. Where Ss reported ‘not knowing’ a capital on the test list, there was nevertheless a substantial probability of recall following cueing (0.33). Finally, it was shown that wrong responses given during the test list presentation were highly indicative of a correct response following cueing.     

Context affects feeling-of-knowing accuracy in younger and older adults

In feeling of knowing (FOK) studies, participants predict subsequent recognition memory performance on items that were initially encoded but that cannot presently be recalled. Research suggests that FOK judgment magnitude may be influenced by the total amount, or quantity, of contextual information retrieved related to the unrecalled target (e.g., Koriat, 1993). The present study examined the contribution of quality of that information to episodic FOK judgments. In addition, we tested whether the episodic FOK deficit demonstrated by older adults could be reduced by encouraging retrieval of contextual information relevant to the target. Three experiments demonstrated that quality of the retrieved partial information influenced FOK judgments in both older and younger adults; however, the manifestation of that influence was age dependent. The results also indicated that older adults required explicit retrieval of contextual information before making FOK judgments in order to make accurate FOK predictions. The results suggest that FOK accuracy may be partially determined by search processes triggered when participants are queried for contextual information.     

FOK产生机制的重新检验

以中文低频字对为学习材料,采用被试内设计的方法对FOK产生机制,即靶项目强度、线索熟悉性以及两者之间联系强度对FOK的影响进行了重新检验。实验结果表明:单独的靶项目强度对FOK判断没有影响,而单独的线索熟悉性对FOK判断存在影响,线索与靶项目联结强度对FOK判断存在影响。线索熟悉性和联结强度对FOK的影响可能相互独立。     

Age differences in feeling-of-knowing and confidence judgements as a function of knowledge domain

For two semantic knowledge domains, general and computer-related, feeling-of-knowing (FOK) and confidence level (CL) ratings and their relative accuracy were assessed in young, middle-aged, and older adults, after test difficulty was equated across age groups. Global memory self-efficacy beliefs were also assessed for each domain. As expected, greater age was associated with poorer memory self-efficacy beliefs only in the computer domain. The oldest two groups were found to be more underconfident than young adults when rating their FOK but not their CL, for computer items but not for general items. Statistical control of age differences in memory self-efficacy beliefs in the relevant domain greatly reduced this age effect on computer-related FOK ratings. This finding suggests that absolute FOK judgments are more closely related to memory self-efficacy beliefs than are CL judgments. Gamma correlations between judgments and recognition performance revealed that all age groups were equally accurate in FOK and in CL judgments, in both domains.     

Effects of aging and divided attention on episodic feeling-of-knowing accuracy

This research investigated the effect of aging on episodic feeling-of-knowing (FOK) using a divided attention (DA) paradigm in order to examine whether DA in younger adults mimics the effects of aging when decreasing either memory encoding or monitoring processes. To that end, four groups of participants were tested on the FOK task: young adults (control group), young adults under DA at encoding, young adults under DA when making FOK judgments, and older adults. Our results showed that DA at encoding in young adults mimicked the effect of aging on memory performance, and also on FOK magnitude and accuracy, supporting the memory-constraint hypothesis ( Hertzog et al., 2010). However, our results do not completely contradict the monitoring-deficit hypothesis, as DA during FOK judgments also affected FOK accuracy, but to a lesser extent than the aging effect or DA during encoding. We suggest that the age-related FOK deficit may be due to a lower level of deep encoding, leading to difficulty retrieving target-related contextual details enabling accurate prediction of subsequent recognition.     

Predictive Feeling of Knowing Judgements and Postdictive Confidence Judgements in Eyewitness Memory and General Knowledge

Recent accounts of feeling of knowing (FOK) judgements assume that they arise from an assessment of cue familiarity, whilst retrospective confidence judgements arise from an assessment of the retrieval process. An experiment was conducted to extend this laboratory work to the area of eyewitness memory, in order to examine whether subjects are able to make accurate feeling of knowing judgements and retrospective confidence judgements for eyewitness memory (EM), in contrast to general knowledge (GK). For confidence judgements there was a reliable within-subject assessment of confidence for both GK and EM, but reliable between-subjects confidence—accuracy correlations for general knowledge only. For FOK a different pattern emerged, with no evidence of FOK accuracy for eyewitness memory at all. The theoretical implications of this pattern are discussed.     

A new technique for investigating the feeling of knowing

Previous investigations of the feeling of knowing (FOK) have relied on absolute FOK judgements rather than on relative FOK judgments. This has resulted in a confounding of (1) the subject's metamemorial knowledge of nonrecalled items with (2) the subject's know/don't-know threshold. The new technique replaces the absolute FOK judgments with relative FOK judgments in which the subject generates (via paired comparisons) a FOK rank order of nonrecalled items in terms of the predicted likelihood of recognition. This new technique eliminates the aforementioned confounding, provides a richer data base, and yields separate estimates of FOK validity and FOK reliability.     

Revelation effect in metamemory

Test items are more likely to be judged as previously studied if they need to be discovered before the recognition decision. In the present experiments, this revelation effect was extended to metamemory judgments. Participants studied word pairs and then tried to recall the second word of each pair when given the first word as a cue. In Experiment 1, a fragment of the target was either gradually increased in size or held constant, and in Experiment 2, sometimes an anagram of the cue was given instead of the cue itself. Thus, for some items, there was a revelation task before a recall attempt. If recall failed, the participants gave feeling-of-knowing (FOK) ratings. In both experiments, the participants gave higher FOK ratings after a revelation task, even though the items that these FOKs referred to remained unrecalled. Analyses showed a criterion shift but no differences in sensitivity.