Pub Date : 2026-02-01Epub Date: 2025-03-03DOI: 10.1037/xlm0001475
Franziska Ingendahl, Monika Undorf
There is evidence that asking people to predict their own memory performance during learning (immediate judgments of learning, JOLs) can alter memory. Changes in the use of learning strategies have been proposed to contribute to these reactive effects of JOLs. This study addresses the impact of making JOLs on the use of learning strategies and the contribution of learning strategies to JOL reactivity. Across six experiments, participants studied related and unrelated word pairs and did or did not make JOLs during study, completed a cued-recall test, and reported the learning strategies they had used for each word pair. When we manipulated the requirement to make JOLs between participants, making JOLs enhanced memory for related pairs and impaired memory for unrelated pairs. Further, the learning strategies participants used differed across the JOL and no-JOL groups, and these differences mediated the detrimental effects of making JOLs on memory for unrelated pairs. In contrast, when we manipulated the requirement to make JOLs within participants, making JOLs enhanced recall performance for related pairs but did not impact recall for unrelated pairs or the use of learning strategies. Overall, our findings indicate that changes in the use of learning strategies underlie detrimental effects of making JOL on memory for unrelated pairs but only play a minor role in positive effects of making JOLs for related word pairs. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
有证据表明,要求人们在学习过程中预测自己的记忆表现(学习的即时判断,JOLs)可以改变记忆。学习策略使用的变化被认为是造成joll这些反应性效应的原因。本研究探讨了工作任务对学习策略使用的影响,以及学习策略对工作任务反应性的贡献。在六个实验中,参与者研究了相关和不相关的单词对,并在学习过程中做或不做JOLs,完成了线索回忆测试,并报告了他们对每个单词对使用的学习策略。当我们操纵要求在参与者之间进行JOLs时,使JOLs增强了相关对的记忆,而使不相关对的记忆受损。此外,参与者使用的学习策略在JOL组和非JOL组之间存在差异,这些差异介导了制造JOL对不相关配对记忆的有害影响。相比之下,当我们操纵要求在参与者中制造JOLs时,制造JOLs提高了对相关对的回忆表现,但不影响对不相关对的回忆或学习策略的使用。总体而言,我们的研究结果表明,学习策略使用的变化是制造JOL对不相关词对记忆的不利影响的基础,但在制造JOL对相关词对记忆的积极影响中只起很小的作用。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Changes in learning strategies contribute to negative reactivity of immediate judgments of learning.","authors":"Franziska Ingendahl, Monika Undorf","doi":"10.1037/xlm0001475","DOIUrl":"10.1037/xlm0001475","url":null,"abstract":"<p><p>There is evidence that asking people to predict their own memory performance during learning (immediate judgments of learning, JOLs) can alter memory. Changes in the use of learning strategies have been proposed to contribute to these reactive effects of JOLs. This study addresses the impact of making JOLs on the use of learning strategies and the contribution of learning strategies to JOL reactivity. Across six experiments, participants studied related and unrelated word pairs and did or did not make JOLs during study, completed a cued-recall test, and reported the learning strategies they had used for each word pair. When we manipulated the requirement to make JOLs between participants, making JOLs enhanced memory for related pairs and impaired memory for unrelated pairs. Further, the learning strategies participants used differed across the JOL and no-JOL groups, and these differences mediated the detrimental effects of making JOLs on memory for unrelated pairs. In contrast, when we manipulated the requirement to make JOLs within participants, making JOLs enhanced recall performance for related pairs but did not impact recall for unrelated pairs or the use of learning strategies. Overall, our findings indicate that changes in the use of learning strategies underlie detrimental effects of making JOL on memory for unrelated pairs but only play a minor role in positive effects of making JOLs for related word pairs. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":"262-287"},"PeriodicalIF":2.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143544111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-03-31DOI: 10.1037/xlm0001484
Klaus Oberauer
Performance in immediate serial recall of verbal lists-often referred to as simple span task-is improved by longer free time between presentation of successive items. Performance in complex span tasks, in which presentation of items is interleaved by work on a distractor task, is improved by reducing the cognitive load imposed by the distractor task. The cognitive load decreases as the proportion of free time between successive items is increased. The present experiments compare the beneficial effects of free time in simple and complex span tasks. Increasing free time between items improved memory in both task versions by the same time-accuracy function; the detrimental effect of processing distracting information in complex span is unrelated to that effect. Therefore, the effect of cognitive load in complex span can be explained by the combination of beneficial effects of free time and detrimental effects of distractor interference. An analysis of the free-time benefit by serial position reveals differences between simple and complex spans that suggest that free time additionally benefits complex but not simple spans through strengthening episodic memory. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
在口头列表的即时连续记忆(通常称为简单跨度任务)中,较长的间隔时间可以提高表现。在复杂的跨任务中,项目的呈现与分心任务的工作交织在一起,通过减少分心任务带来的认知负荷来提高表现。认知负荷随着连续项目间空闲时间比例的增加而降低。本实验比较了自由时间在简单任务和复杂任务中的有益作用。增加项目之间的空闲时间通过相同的时间准确性功能改善了两个任务版本的记忆;在复杂跨度中处理分散信息的不利影响与此无关。因此,认知负荷对复杂跨度的影响可以用自由时间的有利影响和干扰因素的不利影响来解释。通过序列位置对自由时间收益的分析揭示了简单和复杂跨度之间的差异,表明自由时间通过加强情景记忆对复杂而非简单跨度有额外的收益。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"The beneficial effect of time in simple and complex working memory span tasks.","authors":"Klaus Oberauer","doi":"10.1037/xlm0001484","DOIUrl":"10.1037/xlm0001484","url":null,"abstract":"<p><p>Performance in immediate serial recall of verbal lists-often referred to as simple span task-is improved by longer free time between presentation of successive items. Performance in complex span tasks, in which presentation of items is interleaved by work on a distractor task, is improved by reducing the cognitive load imposed by the distractor task. The cognitive load decreases as the proportion of free time between successive items is increased. The present experiments compare the beneficial effects of free time in simple and complex span tasks. Increasing free time between items improved memory in both task versions by the same time-accuracy function; the detrimental effect of processing distracting information in complex span is unrelated to that effect. Therefore, the effect of cognitive load in complex span can be explained by the combination of beneficial effects of free time and detrimental effects of distractor interference. An analysis of the free-time benefit by serial position reveals differences between simple and complex spans that suggest that free time additionally benefits complex but not simple spans through strengthening episodic memory. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":"194-220"},"PeriodicalIF":2.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143755599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-03-31DOI: 10.1037/xlm0001470
Moshe Poliak, Saima Malik-Moraleda, Edward Gibson
Language comprehension relies on integrating the perceived utterance with prior expectations. Previous investigations of expectations about sentence structure (the structural prior) have found that comprehenders often interpret rare constructions nonliterally. However, this work has mostly relied on analytic languages like English, where word order is the main way to indicate syntactic relations in the sentence. This raises the possibility that the structural prior over word order is not a universal part of the sentence processing toolkit, but rather a tool acquired only by speakers of languages where word order has special importance as the main source of syntactic information in the sentence. Moving away from English to make conclusions about more general cognitive strategies (Blasi et al., 2022), we investigate whether the structural prior over word order is a part of language processing more universally using Hindi and Russian, synthetic languages with flexible word order. We conducted two studies in Hindi (Ns = 50, 57, the latter preregistered) and three studies with the same materials, translated, in Russian (Ns = 50, 100, 100, all preregistered), manipulating plausibility and structural frequency. Structural frequency was manipulated by comparing simple clauses with the canonical word order (subject-object-verb in Hindi, subject-verb-object in Russian) to ones with a noncanonical (low frequency) word order (object-subject-verb in Hindi, object-verb-subject in Russian). We found that noncanonical sentences were interpreted nonliterally more often than canonical sentences, even though we used flexible-word-order languages. We conclude that the structural prior over word order is always evaluated in language processing, regardless of language type. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
语言理解依赖于将感知到的话语与先前的期望相结合。先前对句子结构期望(结构先验)的研究发现,理解者对罕见结构的解释往往是非字面的。然而,这项工作主要依赖于像英语这样的分析语言,在这些语言中,词序是表示句子中句法关系的主要方式。这就提出了一种可能性,即结构优先于词序并不是句子处理工具包的普遍组成部分,而是只有词序作为句子句法信息的主要来源而具有特殊重要性的语言的使用者才能获得的工具。从英语中得出更普遍的认知策略的结论(Blasi等人,2022),我们研究了结构优先于词序是否是使用具有灵活词序的印地语和俄语的更普遍的语言处理的一部分。我们用印地语进行了两项研究(Ns = 50、57,后者预先登记),用俄语翻译的相同材料进行了三项研究(Ns = 50、100、100,全部预先登记),操纵了可信性和结构频率。通过比较具有规范语序的简单子句(印地语中的主语-宾语-动词,俄语中的主语-动词-宾语)和具有非规范(低频率)语序的简单子句(印地语中的宾语-主语-动词,俄语中的宾语-动词-主语)来操纵结构频率。我们发现,即使我们使用灵活的词序语言,非规范句子也比规范句子更容易被非字面地解释。我们得出结论,无论语言类型如何,结构优先于语序总是在语言处理中被评估。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Rational language comprehension depends on priors about both meaning and structure.","authors":"Moshe Poliak, Saima Malik-Moraleda, Edward Gibson","doi":"10.1037/xlm0001470","DOIUrl":"10.1037/xlm0001470","url":null,"abstract":"<p><p>Language comprehension relies on integrating the perceived utterance with prior expectations. Previous investigations of expectations about sentence structure (the structural prior) have found that comprehenders often interpret rare constructions nonliterally. However, this work has mostly relied on analytic languages like English, where word order is the main way to indicate syntactic relations in the sentence. This raises the possibility that the structural prior over word order is not a universal part of the sentence processing toolkit, but rather a tool acquired only by speakers of languages where word order has special importance as the main source of syntactic information in the sentence. Moving away from English to make conclusions about more general cognitive strategies (Blasi et al., 2022), we investigate whether the structural prior over word order is a part of language processing more universally using Hindi and Russian, synthetic languages with flexible word order. We conducted two studies in Hindi (<i>N</i>s = 50, 57, the latter preregistered) and three studies with the same materials, translated, in Russian (<i>N</i>s = 50, 100, 100, all preregistered), manipulating plausibility and structural frequency. Structural frequency was manipulated by comparing simple clauses with the canonical word order (subject-object-verb in Hindi, subject-verb-object in Russian) to ones with a noncanonical (low frequency) word order (object-subject-verb in Hindi, object-verb-subject in Russian). We found that noncanonical sentences were interpreted nonliterally more often than canonical sentences, even though we used flexible-word-order languages. We conclude that the structural prior over word order is always evaluated in language processing, regardless of language type. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":"307-322"},"PeriodicalIF":2.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143755598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-05-26DOI: 10.1037/xlm0001495
Mira L Nencheva, Richard Peng, Diana I Tamir, Casey Lew-Williams
Predicting others' feelings enables efficient social interactions. How do infants learn which emotions precede and follow each other? We propose that infants develop this ability by tuning into the dynamics of their socioemotional environment, in which they observe reliable patterns in how adults shift from one emotion (e.g., anger) to another (e.g., sadness). If infants learn about emotion transitions by observing the adults around them, we expect that the way infants process emotion transitions will reflect both average patterns seen in adults as well as specific patterns of their primary caregiver. We measured 4- to 10-month-old American infants' (N = 70) pupillary responses to emotion transitions and surveyed primary caregivers on the frequency of their own emotion transitions. As expected, infants were attuned to average adult patterns of emotion transitions, showing greater pupillary synchrony for more common transitions. Infants also showed sensitivity to their own primary caregiver's specific pattern of emotion transitions, showing similar pupillary responses to other infants in the sample whose caregivers show similar patterns. These findings suggest that infants learn about emotion dynamics by attending to both average and specific statistical patterns in the people around them. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
预测他人的感受可以促进有效的社会互动。婴儿是如何学习情感的前后性的?我们认为,婴儿通过调整他们的社会情绪环境的动态来发展这种能力,在这种环境中,他们观察到成年人如何从一种情绪(如愤怒)转变为另一种情绪(如悲伤)的可靠模式。如果婴儿通过观察他们周围的成年人来学习情绪转变,我们期望婴儿处理情绪转变的方式既反映了成年人的平均模式,也反映了他们主要照顾者的特定模式。我们测量了4- 10个月大的美国婴儿(N = 70)对情绪转变的瞳孔反应,并调查了主要照顾者自己情绪转变的频率。正如预期的那样,婴儿适应了平均成人的情绪转变模式,在更常见的转变中表现出更大的瞳孔同步性。婴儿也对自己的主要照顾者的特定情绪转变模式表现出敏感性,与照顾者表现出类似模式的样本中其他婴儿表现出相似的瞳孔反应。这些发现表明,婴儿通过关注周围人的平均和特定统计模式来学习情感动态。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Infants track patterns of emotion transitions in the home.","authors":"Mira L Nencheva, Richard Peng, Diana I Tamir, Casey Lew-Williams","doi":"10.1037/xlm0001495","DOIUrl":"10.1037/xlm0001495","url":null,"abstract":"<p><p>Predicting others' feelings enables efficient social interactions. How do infants learn which emotions precede and follow each other? We propose that infants develop this ability by tuning into the dynamics of their socioemotional environment, in which they observe reliable patterns in how adults shift from one emotion (e.g., anger) to another (e.g., sadness). If infants learn about emotion transitions by observing the adults around them, we expect that the way infants process emotion transitions will reflect both average patterns seen in adults as well as specific patterns of their primary caregiver. We measured 4- to 10-month-old American infants' (<i>N</i> = 70) pupillary responses to emotion transitions and surveyed primary caregivers on the frequency of their own emotion transitions. As expected, infants were attuned to average adult patterns of emotion transitions, showing greater pupillary synchrony for more common transitions. Infants also showed sensitivity to their own primary caregiver's specific pattern of emotion transitions, showing similar pupillary responses to other infants in the sample whose caregivers show similar patterns. These findings suggest that infants learn about emotion dynamics by attending to both average and specific statistical patterns in the people around them. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":"251-261"},"PeriodicalIF":2.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144163662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-06-05DOI: 10.1037/xlm0001497
Zebo Xu, Yichi Zhang, Zhenguang G Cai
The shift from handwriting to digital typing as the dominant form of written communication has led to a decrease in handwriting proficiency. This trend is particularly evident in opaque writing systems, such as Chinese, where speakers increasingly experience "character amnesia," the inability to (fully) handwrite a character despite being able to recognize it. In this study, we investigated whether prior exposure to a phonetic or semantic radical of a character helps to subsequently alleviate amnesia in handwriting the character. In three online experiments, participants were first exposed to a prime character that shares a phonetic radical, a semantic radical, or no radical with a target character (or, in Experiment 2, exposed to a stand-alone radical); then they handwrote the target character according to a dictation prompt. Participants reported less character amnesia in handwriting the target character if they had previously been exposed to a phonetic or semantic radical, either as part of a prime character or as a stand-alone radical. Furthermore, the priming effect of the semantic radical was similar regardless of whether the prime had a transparent semantic radical or nontransparent semantic radical. These findings suggest that a potential cause of character amnesia in Chinese is incomplete orthographic activation in radicals. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
从手写到数字打字作为书面交流的主要形式的转变导致了书写熟练程度的下降。这种趋势在不透明的书写系统中尤其明显,比如中文,使用者越来越多地经历“字符健忘症”,即尽管能够识别一个字符,却无法(完全)手写。在这项研究中,我们调查了事先接触一个汉字的语音或语义词根是否有助于随后减轻书写汉字的健忘症。在三个在线实验中,参与者首先接触到一个与目标字符共享语音词根、语义词根或没有词根的启动字符(或在实验2中接触到一个独立词根);然后他们根据听写提示手写目标字符。参与者报告说,如果他们之前接触过一个语音或语义词根,无论是作为主要字符的一部分还是作为独立的词根,那么他们在书写目标字符时的字符健忘症就会减少。此外,无论启动词是否具有透明语义基或不透明语义基,其启动效应都相似。这些发现提示汉字健忘症的一个潜在原因是自由基的不完全正字法激活。(PsycInfo Database Record (c) 2025 APA,版权所有)。
{"title":"Phonetic and semantic radical priming in Chinese character amnesia.","authors":"Zebo Xu, Yichi Zhang, Zhenguang G Cai","doi":"10.1037/xlm0001497","DOIUrl":"10.1037/xlm0001497","url":null,"abstract":"<p><p>The shift from handwriting to digital typing as the dominant form of written communication has led to a decrease in handwriting proficiency. This trend is particularly evident in opaque writing systems, such as Chinese, where speakers increasingly experience \"character amnesia,\" the inability to (fully) handwrite a character despite being able to recognize it. In this study, we investigated whether prior exposure to a phonetic or semantic radical of a character helps to subsequently alleviate amnesia in handwriting the character. In three online experiments, participants were first exposed to a prime character that shares a phonetic radical, a semantic radical, or no radical with a target character (or, in Experiment 2, exposed to a stand-alone radical); then they handwrote the target character according to a dictation prompt. Participants reported less character amnesia in handwriting the target character if they had previously been exposed to a phonetic or semantic radical, either as part of a prime character or as a stand-alone radical. Furthermore, the priming effect of the semantic radical was similar regardless of whether the prime had a transparent semantic radical or nontransparent semantic radical. These findings suggest that a potential cause of character amnesia in Chinese is incomplete orthographic activation in radicals. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":"323-334"},"PeriodicalIF":2.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144235763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anahí Gutkin, James F Juola, Manuel Suero, Juan Botella
In Gutkin et al. (2024), we studied traditional models of recognition memory, such as the two-high-threshold model and signal detection theory, using the benefits of multinomial processing tree models to quantify the effects of both ordinal and continuous variables. Simulations found that including relevant variables, such as response times (RTs) and confidence levels (CLs), significantly improved the estimation accuracy of model parameters and the power of model selection in fitting data from a recognition memory experiment. However, when applying these extended models, we found that no single model was suitable for all subjects. Thus, in the present study, we explored whether recognition memory is best represented as a continuous or discrete process by proposing a hybrid model that extends the original Atkinson-Juola (AJ) model (Atkinson & Juola, 1973, 1974; Juola et al., 1971). Data were sourced from a recognition memory experiment conducted by Juola et al. (2019), involving manipulations of relative target frequencies and measuring RTs and CLs. Our findings indicate that the extended AJ model provides a superior fit for most participants compared to purely discrete or continuous models. Additionally, the patterns of CLs and RTs align with the AJ model's assumptions about their distributions. Despite these insights, there remains notable variability in cognitive processing and decision-making strategies across individuals. Therefore, there is still a need for a more general model, as suggested in the present article, that could accommodate the diverse strategies and individual differences influencing search, decision making, and response processes underlying recognition memory. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
在Gutkin et al.(2024)中,我们研究了传统的识别记忆模型,如双高阈值模型和信号检测理论,利用多项处理树模型的优势来量化有序变量和连续变量的影响。仿真结果表明,将响应时间(RTs)和置信水平(CLs)等相关变量纳入识别记忆实验数据拟合中,可以显著提高模型参数的估计精度和模型选择能力。然而,当应用这些扩展模型时,我们发现没有一个模型适用于所有的受试者。因此,在本研究中,我们通过提出一个扩展原始Atkinson-Juola (AJ)模型(Atkinson & Juola, 1973, 1974; Juola et al., 1971)的混合模型,探索识别记忆是连续过程还是离散过程的最佳表现。数据来自Juola等人(2019)进行的识别记忆实验,涉及相对目标频率的操作以及rt和cl的测量。我们的研究结果表明,与纯粹的离散或连续模型相比,扩展的AJ模型为大多数参与者提供了更好的拟合。此外,CLs和RTs的模式与AJ模型对其分布的假设一致。尽管有这些见解,个体之间的认知加工和决策策略仍然存在显著的差异。因此,正如本文所建议的那样,仍然需要一个更通用的模型,以适应影响识别记忆的搜索、决策和反应过程的不同策略和个体差异。(PsycInfo数据库记录(c) 2026 APA,版权所有)。
{"title":"Do all subjects fit the same recognition memory model? Comparisons of continuous, discrete, and hybrid models using extended multinomial processing trees.","authors":"Anahí Gutkin, James F Juola, Manuel Suero, Juan Botella","doi":"10.1037/xlm0001574","DOIUrl":"https://doi.org/10.1037/xlm0001574","url":null,"abstract":"<p><p>In Gutkin et al. (2024), we studied traditional models of recognition memory, such as the two-high-threshold model and signal detection theory, using the benefits of multinomial processing tree models to quantify the effects of both ordinal and continuous variables. Simulations found that including relevant variables, such as response times (RTs) and confidence levels (CLs), significantly improved the estimation accuracy of model parameters and the power of model selection in fitting data from a recognition memory experiment. However, when applying these extended models, we found that no single model was suitable for all subjects. Thus, in the present study, we explored whether recognition memory is best represented as a continuous or discrete process by proposing a hybrid model that extends the original Atkinson-Juola (AJ) model (Atkinson & Juola, 1973, 1974; Juola et al., 1971). Data were sourced from a recognition memory experiment conducted by Juola et al. (2019), involving manipulations of relative target frequencies and measuring RTs and CLs. Our findings indicate that the extended AJ model provides a superior fit for most participants compared to purely discrete or continuous models. Additionally, the patterns of CLs and RTs align with the AJ model's assumptions about their distributions. Despite these insights, there remains notable variability in cognitive processing and decision-making strategies across individuals. Therefore, there is still a need for a more general model, as suggested in the present article, that could accommodate the diverse strategies and individual differences influencing search, decision making, and response processes underlying recognition memory. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146054786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Frequency effects, defined as a bias toward more frequently rewarded but less valuable options, have traditionally been viewed as maladaptive decision-making deficits. In the present study, we used a within-subject design in which participants completed a four-option reinforcement learning task twice, once under a baseline condition and once with a reward-frequency manipulation, to test whether better baseline learning predicts greater or lesser susceptibility to frequency-based biases. Participants were first trained on two fixed option pairs and then transferred their knowledge to novel pairings in a testing phase. Across conditions, higher training accuracy generally predicted higher testing accuracy, with one critical exception: on trials where a more valuable option was pitted against a more frequently rewarded but less valuable alternative, participants with higher training accuracy exhibited a stronger bias toward the more frequent option. Moreover, baseline optimal choice rates in these specific trials were unrelated to-and even slightly negatively correlated with-optimal choice rates under the frequency condition. Computational modeling further showed that participants with better baseline learning performance were better fit by frequency-sensitive models in the frequency condition and they weighed frequency-based processing more heavily than value-based processing. Overall, these findings suggest that frequency effects, rather than reflect flawed learning, manifest more strongly in individuals with better baseline learning performance. This seemingly irrational bias may, under conditions of uncertainty, represent a flexible, adaptive strategy that emerges among the best learners when value-based approaches are costly or unreliable. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
{"title":"The rational irrational: Better learners show stronger reward frequency biases.","authors":"Mianzhi Hu, Darrell A Worthy","doi":"10.1037/xlm0001581","DOIUrl":"10.1037/xlm0001581","url":null,"abstract":"<p><p>Frequency effects, defined as a bias toward more frequently rewarded but less valuable options, have traditionally been viewed as maladaptive decision-making deficits. In the present study, we used a within-subject design in which participants completed a four-option reinforcement learning task twice, once under a baseline condition and once with a reward-frequency manipulation, to test whether better baseline learning predicts greater or lesser susceptibility to frequency-based biases. Participants were first trained on two fixed option pairs and then transferred their knowledge to novel pairings in a testing phase. Across conditions, higher training accuracy generally predicted higher testing accuracy, with one critical exception: on trials where a more valuable option was pitted against a more frequently rewarded but less valuable alternative, participants with higher training accuracy exhibited a stronger bias toward the more frequent option. Moreover, baseline optimal choice rates in these specific trials were unrelated to-and even slightly negatively correlated with-optimal choice rates under the frequency condition. Computational modeling further showed that participants with better baseline learning performance were better fit by frequency-sensitive models in the frequency condition and they weighed frequency-based processing more heavily than value-based processing. Overall, these findings suggest that frequency effects, rather than reflect flawed learning, manifest more strongly in individuals with better baseline learning performance. This seemingly irrational bias may, under conditions of uncertainty, represent a flexible, adaptive strategy that emerges among the best learners when value-based approaches are costly or unreliable. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146020462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In German, diacritical marks distinguish between vowel sounds in print (e.g., "o" pronounced /o/ vs. "ö" pronounced /ø/). Unlike in Spanish, where diacritics primarily indicate lexical stress, omitting diacritics in German (e.g., Kröte [toad] → Krote) leads to longer word identification times compared with intact words. This suggests separate letter representations for diacritical and nondiacritical vowels in German. Current models of visual word recognition assume distinct letter representations for diacritical and nondiacritical vowels in German (Ziegler et al., 2000), but it remains unclear whether the reading cost differs when a diacritic is added versus omitted. We conducted three semantic categorization experiments to examine whether the presence of an added diacritic in a nondiacritical word (e.g., Schwan [swan] → Schwän) incurs a greater lexical-semantic cost than its omission (e.g., Kröte → Krote) in German and Finnish, another language where diacritical vowels signal distinct pronunciations. In noisy-channel models, adding a diacritic makes the percept less similar to the base word than omitting one, thus predicting a larger cost. In contrast, abstractionist models assume rapid activation of abstract letter representations, predicting a negligible asymmetry. Results were similar in German and Finnish. First, both types of misspellings showed a reading cost relative to the intact words. Second, the reading cost was larger for the addition than for the omission of diacritics, placing new constraints on the orthographic front-end of models of visual word recognition. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
在德语中,变音符号区分印刷元音(例如,“o”读作/o/ vs)。“ö”的发音为/ø/)。在西班牙语中,变音符号主要表示词汇的重音,而在德语中,省略变音符号(例如Kröte [toad]→Krote)与完整的单词相比,会导致更长的单词识别时间。这表明德语中变音元音和非变音元音的字母表示是分开的。目前的视觉词识别模型假设德语变音符和非变音符元音的字母表示是不同的(Ziegler et al., 2000),但目前尚不清楚增加和省略变音符时的阅读成本是否不同。我们进行了三个语义分类实验,以检验在德语和芬兰语中,在非变音符词(例如,Schwan [swan]→Schwän)中添加变音符是否会比省略变音符词(例如,Kröte→Krote)产生更大的词汇语义成本。在噪声信道模型中,与省略一个变音符号相比,添加一个变音符号会使感知结果与基本词的相似度降低,从而预测出更大的代价。相比之下,抽象主义模型假设抽象字母表征的快速激活,预测可忽略不计的不对称性。德语和芬兰语的结果相似。首先,两种类型的拼写错误都显示了相对于完整单词的阅读成本。其次,增加变音符号的阅读成本大于省略变音符号的阅读成本,这对视觉词识别模型的正字法前端构成了新的约束。(PsycInfo数据库记录(c) 2026 APA,版权所有)。
{"title":"The costs of adding versus omitting diacritics in visual word recognition: Evidence from German and Finnish.","authors":"Melanie Labusch, Manuel Perea, Jukka Hyönä","doi":"10.1037/xlm0001586","DOIUrl":"10.1037/xlm0001586","url":null,"abstract":"<p><p>In German, diacritical marks distinguish between vowel sounds in print (e.g., \"o\" pronounced /o/ vs. \"ö\" pronounced /ø/). Unlike in Spanish, where diacritics primarily indicate lexical stress, omitting diacritics in German (e.g., <i>Kröte</i> [toad] → <i>Krote</i>) leads to longer word identification times compared with intact words. This suggests separate letter representations for diacritical and nondiacritical vowels in German. Current models of visual word recognition assume distinct letter representations for diacritical and nondiacritical vowels in German (Ziegler et al., 2000), but it remains unclear whether the reading cost differs when a diacritic is added versus omitted. We conducted three semantic categorization experiments to examine whether the presence of an added diacritic in a nondiacritical word (e.g., <i>Schwan</i> [swan] → <i>Schwän</i>) incurs a greater lexical-semantic cost than its omission (e.g., <i>Kröte → Krote</i>) in German and Finnish, another language where diacritical vowels signal distinct pronunciations. In noisy-channel models, adding a diacritic makes the percept less similar to the base word than omitting one, thus predicting a larger cost. In contrast, abstractionist models assume rapid activation of abstract letter representations, predicting a negligible asymmetry. Results were similar in German and Finnish. First, both types of misspellings showed a reading cost relative to the intact words. Second, the reading cost was larger for the addition than for the omission of diacritics, placing new constraints on the orthographic front-end of models of visual word recognition. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146020460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xiaoxuan Li, Longjiao Sui, Jukka Hyönä, Baoguo Chen
Recent evidence shows that saccade target selection in second-language (L2) English reading is similar to that in native-language (L1) English reading. However, only bilinguals with languages belonging to the same writing system were examined in these studies. The present study investigated saccade target selection and whether it changes with L2 proficiency in cross-writing-system bilinguals, specifically Chinese-English bilinguals. In Study 1, we analyzed an L2 reading data set of Chinese-English bilinguals. For both high- and low-L2-proficiency bilinguals, we observed an inverted U-shaped preferred viewing location curve and found a word length effect on the initial landing position, suggesting that bilinguals selected the word central position as the saccade target. However, when the launch site was five letters or farther from the target word, the PVL curve peaked at the word beginning. In Study 2, we manipulated target word frequency, parafoveal information validity, and L2 proficiency in a factorial experiment. A significant three-way interaction was found in outgoing saccade length. Low-proficiency bilinguals exhibited longer outgoing saccades from high-frequency than low-frequency target words, but only when parafoveal information was valid. With the increase of L2 proficiency, this interaction ceased to exist. These results suggest decreased reliance on ongoing processing for saccade target selection as L2 proficiency increases. Combining the two studies, we found for Chinese-English bilinguals' L2 reading a specific processing-based strategy that varied with L2 proficiency and a universal word-based strategy. These findings provide new insights into reading strategy and eye movement control in cross-writing-system bilinguals' L2 reading. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
{"title":"Saccade target selection in L2 reading: Evidence from Chinese-English bilinguals.","authors":"Xiaoxuan Li, Longjiao Sui, Jukka Hyönä, Baoguo Chen","doi":"10.1037/xlm0001572","DOIUrl":"10.1037/xlm0001572","url":null,"abstract":"<p><p>Recent evidence shows that saccade target selection in second-language (L2) English reading is similar to that in native-language (L1) English reading. However, only bilinguals with languages belonging to the same writing system were examined in these studies. The present study investigated saccade target selection and whether it changes with L2 proficiency in cross-writing-system bilinguals, specifically Chinese-English bilinguals. In Study 1, we analyzed an L2 reading data set of Chinese-English bilinguals. For both high- and low-L2-proficiency bilinguals, we observed an inverted U-shaped preferred viewing location curve and found a word length effect on the initial landing position, suggesting that bilinguals selected the word central position as the saccade target. However, when the launch site was five letters or farther from the target word, the PVL curve peaked at the word beginning. In Study 2, we manipulated target word frequency, parafoveal information validity, and L2 proficiency in a factorial experiment. A significant three-way interaction was found in outgoing saccade length. Low-proficiency bilinguals exhibited longer outgoing saccades from high-frequency than low-frequency target words, but only when parafoveal information was valid. With the increase of L2 proficiency, this interaction ceased to exist. These results suggest decreased reliance on ongoing processing for saccade target selection as L2 proficiency increases. Combining the two studies, we found for Chinese-English bilinguals' L2 reading a specific processing-based strategy that varied with L2 proficiency and a universal word-based strategy. These findings provide new insights into reading strategy and eye movement control in cross-writing-system bilinguals' L2 reading. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145991587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tobias Ungerer, Caitlyn Antal, Roberto G de Almeida
While numerous studies have examined how speakers understand newly coined words and novel figurative expressions, it remains largely unknown how grammatically creative sentences are processed in real time. In two reading experiments, we investigated how speakers comprehend instances of valency coercion, where a verb combines with noncanonical grammatical arguments (e.g., Frank sneezed his napkin off the table). Experiment 1 (N = 80), which included a preregistered replication (N = 120), employed the "maze" variant of the self-paced reading task. We found that coerced sentences, compared with prototypical (uncreative) controls, produced immediate processing difficulty after the verb, which was, however, rapidly alleviated at the prepositional phrase. Experiment 2 (N = 55), using eye-movement recordings, showed that the processing difficulty in coerced sentences was more successfully resolved than in fully anomalous controls, and that this resolution occurred both at temporally early and later stages of processing. Our results demonstrate that verb argument structure composition is flexible and computed during real-time incremental sentence comprehension. Comprehenders understand creative verb-argument combinations by rapidly integrating information from the verb and its clausal context. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
{"title":"How to sneeze a napkin off the table: Understanding grammatically creative, coerced sentences in real time.","authors":"Tobias Ungerer, Caitlyn Antal, Roberto G de Almeida","doi":"10.1037/xlm0001568","DOIUrl":"10.1037/xlm0001568","url":null,"abstract":"<p><p>While numerous studies have examined how speakers understand newly coined words and novel figurative expressions, it remains largely unknown how grammatically creative sentences are processed in real time. In two reading experiments, we investigated how speakers comprehend instances of valency coercion, where a verb combines with noncanonical grammatical arguments (e.g., <i>Frank sneezed his napkin off the table</i>). Experiment 1 (<i>N</i> = 80), which included a preregistered replication (<i>N</i> = 120), employed the \"maze\" variant of the self-paced reading task. We found that coerced sentences, compared with prototypical (uncreative) controls, produced immediate processing difficulty after the verb, which was, however, rapidly alleviated at the prepositional phrase. Experiment 2 (<i>N</i> = 55), using eye-movement recordings, showed that the processing difficulty in coerced sentences was more successfully resolved than in fully anomalous controls, and that this resolution occurred both at temporally early and later stages of processing. Our results demonstrate that verb argument structure composition is flexible and computed during real-time incremental sentence comprehension. Comprehenders understand creative verb-argument combinations by rapidly integrating information from the verb and its clausal context. (PsycInfo Database Record (c) 2026 APA, all rights reserved).</p>","PeriodicalId":50194,"journal":{"name":"Journal of Experimental Psychology-Learning Memory and Cognition","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145991519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}