Cognitive Psychology最新文献

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Cognitive complexity explains processing asymmetry in judgments of similarity versus difference 认知复杂性解释了相似性与差异性判断中的加工不对称现象
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-04-25 DOI: 10.1016/j.cogpsych.2024.101661
Nicholas Ichien , Nyusha Lin , Keith J. Holyoak , Hongjing Lu
{"title":"Cognitive complexity explains processing asymmetry in judgments of similarity versus difference","authors":"Nicholas Ichien ,&nbsp;Nyusha Lin ,&nbsp;Keith J. Holyoak ,&nbsp;Hongjing Lu","doi":"10.1016/j.cogpsych.2024.101661","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101661","url":null,"abstract":"<div><p>Human judgments of similarity and difference are sometimes asymmetrical, with the former being more sensitive than the latter to relational overlap, but the theoretical basis for this asymmetry remains unclear. We test an explanation based on the type of information used to make these judgments (relations versus features) and the comparison process itself (similarity versus difference). We propose that asymmetries arise from two aspects of cognitive complexity that impact judgments of similarity and difference: processing relations between entities is more cognitively demanding than processing features of individual entities, and comparisons assessing difference are more cognitively complex than those assessing similarity. In Experiment 1 we tested this hypothesis for both verbal comparisons between word pairs, and visual comparisons between sets of geometric shapes. Participants were asked to select one of two options that was either more similar to or more different from a standard. On <em>unambiguous</em> trials, one option was unambiguously more similar to the standard; on <em>ambiguous</em> trials, one option was more featurally similar to the standard, whereas the other was more relationally similar. Given the higher cognitive complexity of processing relations and of assessing difference, we predicted that detecting <em>relational difference</em> would be particularly demanding. We found that participants (1) had more difficulty detecting relational difference than they did relational similarity on unambiguous trials, and (2) tended to emphasize relational information more when judging similarity than when judging difference on ambiguous trials. The latter finding was replicated using more complex story stimuli (Experiment 2). We showed that this pattern can be captured by a computational model of comparison that weights relational information more heavily for similarity than for difference judgments.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140643550","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}
引用次数: 0
Repeated rock, paper, scissors play reveals limits in adaptive sequential behavior 重复玩 "石头、剪子、布 "游戏揭示了适应性顺序行为的局限性
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-04-23 DOI: 10.1016/j.cogpsych.2024.101654
Erik Brockbank , Edward Vul
{"title":"Repeated rock, paper, scissors play reveals limits in adaptive sequential behavior","authors":"Erik Brockbank ,&nbsp;Edward Vul","doi":"10.1016/j.cogpsych.2024.101654","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101654","url":null,"abstract":"<div><p>How do people adapt to others in adversarial settings? Prior work has shown that people often violate rational models of adversarial decision-making in repeated interactions. In particular, in <em>mixed strategy equilibrium (MSE)</em> games, where optimal action selection entails choosing moves randomly, people often do not play randomly, but instead try to <em>outwit</em> their opponents. However, little is known about the adaptive reasoning that underlies these deviations from random behavior. Here, we examine strategic decision-making across repeated rounds of rock, paper, scissors, a well-known MSE game. In experiment 1, participants were paired with bot opponents that exhibited distinct stable move patterns, allowing us to identify the bounds of the complexity of opponent behavior that people can detect and adapt to. In experiment 2, bot opponents instead exploited stable patterns in the human participants’ moves, providing a symmetrical bound on the complexity of patterns people can revise in their own behavior. Across both experiments, people exhibited a robust and flexible attention to <em>transition patterns</em> from one move to the next, exploiting these patterns in opponents and modifying them strategically in their own moves. However, their adaptive reasoning showed strong limitations with respect to more sophisticated patterns. Together, results provide a precise and consistent account of the surprisingly limited scope of people’s adaptive decision-making in this setting.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140641101","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}
引用次数: 0
Optimizing competence in the service of collaboration 优化能力,促进合作
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-03-18 DOI: 10.1016/j.cogpsych.2024.101653
Yang Xiang , Natalia Vélez , Samuel J. Gershman
{"title":"Optimizing competence in the service of collaboration","authors":"Yang Xiang ,&nbsp;Natalia Vélez ,&nbsp;Samuel J. Gershman","doi":"10.1016/j.cogpsych.2024.101653","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101653","url":null,"abstract":"<div><p>In order to efficiently divide labor with others, it is important to understand what our collaborators can do (i.e., their <em>competence</em>). However, competence is not static—people get better at particular jobs the more often they perform them. This plasticity of competence creates a challenge for collaboration: For example, is it better to assign tasks to whoever is most competent now, or to the person who can be trained most efficiently “on-the-job”? We conducted four experiments (<span><math><mrow><mi>N</mi><mo>=</mo><mn>396</mn></mrow></math></span>) that examine how people make decisions about whom to train (Experiments 1 and 3) and whom to recruit (Experiments 2 and 4) to a collaborative task, based on the simulated collaborators’ starting expertise, the training opportunities available, and the goal of the task. We found that participants’ decisions were best captured by a <em>planning</em> model that attempts to maximize the returns from collaboration while minimizing the costs of hiring and training individual collaborators. This planning model outperformed alternative models that based these decisions on the agents’ current competence, or on how much agents stood to improve in a single training step, without considering whether this training would enable agents to succeed at the task in the long run. Our findings suggest that people do not recruit and train collaborators based solely on their current competence, nor solely on the opportunities for their collaborators to improve. Instead, people use an intuitive theory of competence to balance the costs of hiring and training others against the benefits to the collaboration.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140145334","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}
引用次数: 0
The structure and development of explore-exploit decision making 探索-开发决策的结构与发展
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-03-10 DOI: 10.1016/j.cogpsych.2024.101650
Madeline B. Harms , Yuyan Xu , C. Shawn Green , Kristina Woodard , Robert Wilson , Seth D. Pollak
{"title":"The structure and development of explore-exploit decision making","authors":"Madeline B. Harms ,&nbsp;Yuyan Xu ,&nbsp;C. Shawn Green ,&nbsp;Kristina Woodard ,&nbsp;Robert Wilson ,&nbsp;Seth D. Pollak","doi":"10.1016/j.cogpsych.2024.101650","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101650","url":null,"abstract":"<div><p>A critical component of human learning reflects the balance people must achieve between focusing on the utility of what they know versus openness to what they have yet to experience. How individuals decide whether to explore new options versus exploit known options has garnered growing interest in recent years. Yet, the component processes underlying decisions to explore and whether these processes change across development remain poorly understood. By contrasting a variety of tasks that measure exploration in slightly different ways, we found that decisions about whether to explore reflect (a) random exploration that is not explicitly goal-directed and (b) directed exploration to purposefully reduce uncertainty. While these components similarly characterized the decision-making of both youth and adults, younger participants made decisions that were less strategic, but more exploratory and flexible, than those of adults. These findings are discussed in terms of how people adapt to and learn from changing environments over time.<!--> <!-->Data has been made available in the Open Science Foundation platform (<span>osf.io</span><svg><path></path></svg>).</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140069658","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}
引用次数: 0
The perceptual timescape: Perceptual history on the sub-second scale 感知时空:亚秒级的感知历史
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-03-01 DOI: 10.1016/j.cogpsych.2024.101643
Peter A. White
{"title":"The perceptual timescape: Perceptual history on the sub-second scale","authors":"Peter A. White","doi":"10.1016/j.cogpsych.2024.101643","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101643","url":null,"abstract":"<div><p>There is a high-capacity store of brief time span (∼1000 ms) which information enters from perceptual processing, often called iconic memory or sensory memory. It is proposed that a main function of this store is to hold recent perceptual information in a temporally segregated representation, named the perceptual timescape. The perceptual timescape is a continually active representation of change and continuity over time that endows the perceived present with a perceived history. This is accomplished primarily by two kinds of time marking information: time distance information, which marks all items of information in the perceptual timescape according to how far in the past they occurred, and ordinal temporal information, which organises items of information in terms of their temporal order. Added to that is information about connectivity of perceptual objects over time. These kinds of information connect individual items over a brief span of time so as to represent change, persistence, and continuity over time. It is argued that there is a one-way street of information flow from perceptual processing either to the perceived present or directly into the perceptual timescape, and thence to working memory. Consistent with that, the information structure of the perceptual timescape supports postdictive reinterpretations of recent perceptual information. Temporal integration on a time scale of hundreds of milliseconds takes place in perceptual processing and does not draw on information in the perceptual timescape, which is concerned with temporal segregation, not integration.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0010028524000148/pdfft?md5=45d9c7d9c51eea04bcfcbcf1c5412693&pid=1-s2.0-S0010028524000148-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140041713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Infants can use temporary or scant categorical information to individuate objects 婴儿可以利用临时或少量的分类信息来识别物体。
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-02-26 DOI: 10.1016/j.cogpsych.2024.101640
Yi Lin , Maayan Stavans , Xia Li , Renée Baillargeon
{"title":"Infants can use temporary or scant categorical information to individuate objects","authors":"Yi Lin ,&nbsp;Maayan Stavans ,&nbsp;Xia Li ,&nbsp;Renée Baillargeon","doi":"10.1016/j.cogpsych.2024.101640","DOIUrl":"10.1016/j.cogpsych.2024.101640","url":null,"abstract":"<div><p>In a standard individuation task, infants see two different objects emerge in alternation from behind a screen. If they can assign distinct categorical descriptors to the two objects, they expect to see both objects when the screen is lowered; if not, they have no expectation at all about what they will see (i.e., two objects, one object, or no object). Why is contrastive categorical information critical for success at this task? According to the <em>kind</em> account, infants must decide whether they are facing a single object with changing properties or two different objects with stable properties, and access to permanent, intrinsic, kind information for each object resolves this difficulty. According to the <em>two-system</em> account, however, contrastive categorical descriptors simply provide the object-file system with unique tags for individuating the two objects and for communicating about them with the physical-reasoning system. The two-system account thus predicts that <em>any type of contrastive categorical information, however temporary or scant it may be,</em> should induce success at the task. Two experiments examined this prediction. Experiment 1 tested 14-month-olds (<em>N</em> = 96) in a standard task using two objects that differed only in their featural properties. Infants succeeded at the task when the object-file system had access to contrastive <em>temporary</em> categorical descriptors derived from the objects’ distinct causal roles in preceding support events (e.g., formerly a support, formerly a supportee). Experiment 2 tested 9-month-olds (<em>N</em> = 96) in a standard task using two objects infants this age typically encode as merely featurally distinct. Infants succeeded when the object-file system had access to <em>scant</em> categorical descriptors derived from the objects’ prior inclusion in static arrays of similarly shaped objects (e.g., block-shaped objects, cylinder-shaped objects). These and control results support the two-system account’s claim that in a standard task, contrastive categorical descriptors serve to provide the object-file system with unique tags for the two objects.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139984398","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}
引用次数: 0
What’s in a sample? Epistemic uncertainty and metacognitive awareness in risk taking 样本中有什么?风险承担中的认识不确定性和元认知意识
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-02-23 DOI: 10.1016/j.cogpsych.2024.101642
Sebastian Olschewski , Benjamin Scheibehenne
{"title":"What’s in a sample? Epistemic uncertainty and metacognitive awareness in risk taking","authors":"Sebastian Olschewski ,&nbsp;Benjamin Scheibehenne","doi":"10.1016/j.cogpsych.2024.101642","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101642","url":null,"abstract":"<div><p>In a fundamentally uncertain world, sound information processing is a prerequisite for effective behavior. Given that information processing is subject to inevitable cognitive imprecision, decision makers should adapt to this imprecision and to the resulting epistemic uncertainty when taking risks. We tested this metacognitive ability in two experiments in which participants estimated the expected value of different number distributions from sequential samples and then bet on their own estimation accuracy. Results show that estimates were imprecise, and this imprecision increased with higher distributional standard deviations. Importantly, participants adapted their risk-taking behavior to this imprecision and hence deviated from the predictions of Bayesian models of uncertainty that assume perfect integration of information. To explain these results, we developed a computational model that combines Bayesian updating with a metacognitive awareness of cognitive imprecision in the integration of information. Modeling results were robust to the inclusion of an empirical measure of participants’ perceived variability. In sum, we show that cognitive imprecision is crucial to understanding risk taking in decisions from experience. The results further demonstrate the importance of metacognitive awareness as a cognitive building block for adaptive behavior under (partial) uncertainty.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0010028524000136/pdfft?md5=944b561cc48bb314c003ee766d3d38cd&pid=1-s2.0-S0010028524000136-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139941835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
No position-specific interference from prior lists in cued recognition: A challenge for position coding (and other) theories of serial memory 在提示识别中没有来自先前列表的特定位置干扰:位置编码(及其他)序列记忆理论面临的挑战
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-02-19 DOI: 10.1016/j.cogpsych.2024.101641
Gordon D. Logan , Gregory E. Cox , Simon D. Lilburn , Jana E. Ulrich
{"title":"No position-specific interference from prior lists in cued recognition: A challenge for position coding (and other) theories of serial memory","authors":"Gordon D. Logan ,&nbsp;Gregory E. Cox ,&nbsp;Simon D. Lilburn ,&nbsp;Jana E. Ulrich","doi":"10.1016/j.cogpsych.2024.101641","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2024.101641","url":null,"abstract":"<div><p>Position-specific intrusions of items from prior lists are rare but important phenomena that distinguish broad classes of theory in serial memory. They are uniquely predicted by position coding theories, which assume items on all lists are associated with the same set of codes representing their positions. Activating a position code activates items associated with it in current and prior lists in proportion to their distance from the activated position. Thus, prior list intrusions are most likely to come from the coded position. Alternative “item dependent” theories based on associations between items and contexts built from items have difficulty accounting for the position specificity of prior list intrusions. We tested the position coding account with a position-cued recognition task designed to produce prior list interference. Cuing a position should activate a position code, which should activate items in nearby positions in the current and prior lists. We presented lures from the prior list to test for position-specific activation in response time and error rate; lures from nearby positions should interfere more. We found no evidence for such interference in 10 experiments, falsifying the position coding prediction. We ran two serial recall experiments with the same materials and found position-specific prior list intrusions. These results challenge all theories of serial memory: Position coding theories can explain the prior list intrusions in serial recall and but not the absence of prior list interference in cued recognition. Item dependent theories can explain the absence of prior list interference in cued recognition but cannot explain the occurrence of prior list intrusions in serial recall.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0010028524000124/pdfft?md5=361705f3c0a5c3c3397cf4b41b1dd031&pid=1-s2.0-S0010028524000124-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139907421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anaphoric distance dependencies in visual narrative structure and processing 视觉叙事结构和处理中的隐喻距离依赖性
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-02-01 DOI: 10.1016/j.cogpsych.2024.101639
Neil Cohn , Lincy van Middelaar , Tom Foulsham , Joost Schilperoord
{"title":"Anaphoric distance dependencies in visual narrative structure and processing","authors":"Neil Cohn ,&nbsp;Lincy van Middelaar ,&nbsp;Tom Foulsham ,&nbsp;Joost Schilperoord","doi":"10.1016/j.cogpsych.2024.101639","DOIUrl":"10.1016/j.cogpsych.2024.101639","url":null,"abstract":"<div><p>Linguistic syntax has often been claimed as uniquely complex due to features like anaphoric relations and distance dependencies. However, visual narratives of sequential images, like those in comics, have been argued to use sequencing mechanisms analogous to those in language. These narrative structures include “refiner” panels that “zoom in” on the contents of another panel. Similar to anaphora in language, refiners indexically connect inexplicit referential information in one unit (refiner, pronoun) to a more informative “antecedent” elsewhere in the discourse. Also like in language, refiners can follow their antecedents (anaphoric) or precede them (cataphoric), along with having either proximal or distant connections. We here explore the constraints on visual narrative refiners created by modulating these features of order and distance. Experiment 1 examined participants’ preferences for where refiners are placed in a sequence using a force-choice test, which revealed that refiners are preferred to follow their antecedents and have proximal distances from them. Experiment 2 then showed that distance dependencies lead to slower self-paced viewing times. Finally, measurements of event-related brain potentials (ERPs) in Experiment 3 revealed that these patterns evoke similar brain responses as referential dependencies in language (i.e., N400, LAN, Nref). Across all three studies, the constraints and (neuro)cognitive responses to refiners parallel those shown to anaphora in language, suggesting domain-general constraints on the sequencing of referential dependencies.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0010028524000100/pdfft?md5=37108173ad11ab4758f7cba1e9ab8a72&pid=1-s2.0-S0010028524000100-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139662962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual-process modeling of sequential decision making in the balloon analogue risk task 气球模拟风险任务中顺序决策的双过程建模
IF 2.6 2区 心理学
Cognitive Psychology Pub Date : 2024-01-11 DOI: 10.1016/j.cogpsych.2023.101629
Ran Zhou , Mark A. Pitt
{"title":"Dual-process modeling of sequential decision making in the balloon analogue risk task","authors":"Ran Zhou ,&nbsp;Mark A. Pitt","doi":"10.1016/j.cogpsych.2023.101629","DOIUrl":"https://doi.org/10.1016/j.cogpsych.2023.101629","url":null,"abstract":"<div><p><span><span>People are often faced with repeated risky decisions that involve uncertainty. In sequential risk-taking tasks, like the Balloon Analogue Risk Task (BART), the underlying decision process is not yet fully understood. Dual-process theory proposes that human cognition involves two main families of processes, often referred to as System 1 (fast and automatic) and System 2 (slow and conscious). We cross models of the BART with different architectures of the two systems to yield a pool of computational dual-process models that are evaluated on multiple performance measures (e.g., parameter </span>identifiability, model recovery, and predictive accuracy). Results show that the best-performing model configuration assumes the two systems are competitively connected, an evaluation process based on the Scaled Target Learning model of the BART, and an assessment rate that incorporates sensitivity to the trial number, pumping opportunity, and bias to engage in System 1. Findings also shed light on how modeling choices and response times in a dual-process framework can benefit our understanding of sequential risk-taking </span>behavior.</p></div>","PeriodicalId":50669,"journal":{"name":"Cognitive Psychology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139419308","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}
引用次数: 0
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