{"title":"Adaptive curiosity about metacognitive ability.","authors":"Samuel Recht, Canqi Li, Yifan Yang, Kaiki Chiu","doi":"10.1037/xge0001690","DOIUrl":"https://doi.org/10.1037/xge0001690","url":null,"abstract":"<p><p>Metacognition provides control and oversight to the process of acquiring and using knowledge. Efficient metacognition is essential to many aspects of daily life, from health care to finance and education. Across three experiments, we found a specific form of curiosity in humans about the quality of their own metacognition, using a novel approach that dissociates perceptual from metacognitive information searches. Observers displayed a strategic balance in their curiosity, alternating between a focus on perceptual accuracy and metacognitive performance. Depending on the context, this metacognitive curiosity was modulated by an internal evaluation of metacognition, leading to increased feedback requests when metacognition was likely to be inaccurate. Using an ideal observer model, we describe how this curiosity trade-off can arise naturally from a recursive evaluation and transformation of decisions' evidence. These results show that individuals are inherently curious about their metacognitive abilities and can compare perceptual and metacognitive precision to fine-tune performance monitoring. We propose that this form of curiosity may reflect humans' drive to refine their self-model. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142818200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"When the bot walks the talk: Investigating the foundations of trust in an artificial intelligence (AI) chatbot.","authors":"Fanny Lalot, Anna-Marie Bertram","doi":"10.1037/xge0001696","DOIUrl":"https://doi.org/10.1037/xge0001696","url":null,"abstract":"<p><p>The concept of trust in artificial intelligence (AI) has been gaining increasing relevance for understanding and shaping human interaction with AI systems. Despite a growing literature, there are disputes as to whether the processes of trust in AI are similar to that of interpersonal trust (i.e., in fellow humans). The aim of the present article is twofold. First, we provide a systematic test of an integrative model of trust inspired by interpersonal trust research encompassing trust, its antecedents (trustworthiness and trust propensity), and its consequences (intentions to use the AI and willingness to disclose personal information). Second, we investigate the role of AI personalization on trust and trustworthiness, considering both their mean levels and their dynamic relationships. In two pilot studies (<i>N</i> = 313) and one main study (<i>N</i> = 1,001) focusing on AI chatbots, we find that the integrative model of trust is suitable for the study of trust in virtual AI. Perceived trustworthiness of the AI, and more specifically its ability and integrity dimensions, is a significant antecedent of trust and so are anthropomorphism and propensity to trust smart technology. Trust, in turn, leads to greater intentions to use and willingness to disclose information to the AI. The personalized AI chatbot was perceived as more able and benevolent than the impersonal chatbot. It was also more anthropomorphized and led to greater usage intentions, but not to greater trust. Anthropomorphism, not trust, explained the greater intentions to use personalized AI. We discuss implications for research on trust in humans and in automation. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142785906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Risk, time, and psychological distance: Does construal level theory capture the impact of delay on risk preference?","authors":"Emmanouil Konstantinidis, Junyi Dai, Ben R Newell","doi":"10.1037/xge0001647","DOIUrl":"https://doi.org/10.1037/xge0001647","url":null,"abstract":"<p><p>Do people change their preferences when they are offered the same risky lotteries at different times (now vs. the future)? Construal level theory (CLT) suggests that people do because our mental representation of events is moderated by how near or distant such events are in time. According to CLT, in the domain of risk preferences, psychological distance causes payoffs and probabilities to be differentially weighted or attended between present and future timepoints: Temporal distance increases the influence of payoffs and decreases the influence of probabilities. Specifically, CLT predicts that high probability/low amount lotteries (i.e., %-lotteries) are preferred in the present, whereas low probability/high amount lotteries (i.e., $-lotteries) are preferred in the future, even when the expected value of these lotteries is identical. We present a functional characterization and systematic investigation of this putative pattern of risk preferences and develop a formal model that incorporates CLT's predictions. In five experiments, we examined several factors that could moderate the effect (e.g., outcome and probability magnitude, lottery presentation format, incentivization procedures). Both our behavioral observations and modeling results suggest the effect is labile, and if it does occur, it is not fully consistent with our formal model of CLT. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142769378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How does language modulate the association between number and space? A registered report of a cross-cultural study of the spatial-numerical association of response codes effect.","authors":"Shachar Hochman, Reyhane Havedanloo, Soomaayeh Heysieattalab, Mojtaba Soltanlou","doi":"10.1037/xge0001653","DOIUrl":"https://doi.org/10.1037/xge0001653","url":null,"abstract":"<p><p>Past investigations into the connection between space and numbers have revealed its potential vulnerability to external influences such as cultural factors, including language. This study aims to examine whether language moderates the association between space and number in the spatial-numerical association of response codes (SNARC) effect, which is demonstrated in an interaction between number magnitude and response side. The SNARC effect has been observed across various stimuli. However, research on the influence of linguistic factors, such as reading direction, on the SNARC effect has yielded contradictory findings. We systematically examined the moderating effect of language on the SNARC effect in a cross-cultural design. A group of British English speakers and a group of Iranian Farsi speakers performed four SNARC tasks including both explicit (magnitude classification) and implicit (parity judgment) processing of number magnitude in two modalities of visual and auditory presentations. To the best of our knowledge, this is the first systematic investigation of language, magnitude processing, and sensory modalities altogether. While our registered analyses found no group differences in SNARC tasks, nonregistered analyses using a Bayesian ex-Gaussian framework revealed novel findings: a stronger SNARC effect in slower responses and auditory tasks. These findings challenge the idea of a substantial language role in shaping the SNARC effect but also indicate large uncertainty regarding the exact nature of language-induced effects, highlighting the need for further investigations of spatial-numerical interactions that may be differently influenced by linguistic and cultural factors. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142769373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Iris J Traast, David T Schultner, Bertjan Doosje, David M Amodio
{"title":"Race effects on impression formation in social interaction: An instrumental learning account.","authors":"Iris J Traast, David T Schultner, Bertjan Doosje, David M Amodio","doi":"10.1037/xge0001523","DOIUrl":"10.1037/xge0001523","url":null,"abstract":"<p><p>How does race influence the impressions we form through direct interaction? In two preregistered experiments (<i>N</i> = 239/179), White American participants played a money-sharing game with Black and White players, based on a probabilistic reward reinforcement learning task, in which they chose to interact with players and received feedback on whether a player shared. We found that participants formed stronger reward preferences for White relative to Black players despite equivalent reward feedback between groups-a pattern that was stronger among participants with low internal motivation to respond without prejudice and high explicit prejudice. This race effect in reward learning was evident in participants' behavioral choice preferences, but not in their self-reported perceptions of group members' reward rates. Computational modeling suggested two mechanisms through which race affected instrumental learning: race (a) influenced White participants' initial expectancies (i.e., priors) about Black compared with White players' behavior and (b) led participants to update reward representations of Black and White players according to separate learning rates. These findings demonstrate that race can influence the formation of impressions through direct social interaction and introduce an instrumental learning framework to understand the effects of bias in intergroup interactions. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":"2985-3001"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139706834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Paul C Bogdan, Florin Dolcos, Yuta Katsumi, Margaret O'Brien, Alexandru D Iordan, Samantha Iwinski, Simona Buetti, Alejandro Lleras, Kelly Freeman Bost, Sanda Dolcos
{"title":"Reconciling opposing effects of emotion on relational memory: Behavioral, eye-tracking, and brain imaging investigations.","authors":"Paul C Bogdan, Florin Dolcos, Yuta Katsumi, Margaret O'Brien, Alexandru D Iordan, Samantha Iwinski, Simona Buetti, Alejandro Lleras, Kelly Freeman Bost, Sanda Dolcos","doi":"10.1037/xge0001625","DOIUrl":"10.1037/xge0001625","url":null,"abstract":"<p><p>The effects of emotion on memory are wide-ranging and powerful, but they are not uniform. Although there is agreement that emotion enhances memory for individual items, how it influences memory for the associated contextual details (relational memory, RM) remains debated. The prevalent view suggests that emotion impairs RM, but there is also evidence that emotion enhances RM. To reconcile these diverging results, we carried out three studies incorporating the following features: (1) testing RM with increased specificity, distinguishing between <i>subjective</i> (recollection based) and <i>objective</i> (item-context match) RM accuracy, (2) accounting for emotion-attention interactions via eye-tracking and task manipulation, and (3) using stimuli with integrated item-context content. Challenging the prevalent view, we identified both enhancing and impairing effects. First, emotion enhanced subjective RM, separately and when confirmed by accurate objective RM. Second, emotion impaired objective RM through attention capturing, but it enhanced RM accuracy when attentional effects were statistically accounted for using eye-tracking data. Third, emotion also enhanced RM when participants were cued to focus on contextual details during encoding, likely by increasing item-context binding. Finally, functional magnetic resonance imaging data recorded from a subset of participants showed that emotional enhancement of RM was associated with increased activity in the medial temporal lobe (MTL) and ventrolateral prefrontal cortex, along with increased intra-MTL and ventrolateral prefrontal cortex-MTL functional connectivity. Overall, these findings reconcile evidence regarding opposing effects of emotion on RM and point to possible training interventions to increase RM specificity in healthy functioning, posttraumatic stress disorder, and aging, by promoting item-context binding and diminishing memory decontextualization. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":"3074-3106"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142288953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Miklos Bognar, Mate Gyurkovics, Balazs Aczel, Henk van Steenbergen
{"title":"The curve of control: Nonmonotonic effects of task difficulty on cognitive control.","authors":"Miklos Bognar, Mate Gyurkovics, Balazs Aczel, Henk van Steenbergen","doi":"10.1037/xge0001637","DOIUrl":"10.1037/xge0001637","url":null,"abstract":"<p><p>The U-shaped curve has long been recognized as a fundamental concept in psychological science, particularly in theories about motivational accounts and cognitive control. In this study (<i>N</i> = 330), we empirically tested the prediction of a nonmonotonic, curvilinear relationship between task difficulty and control adaptation. Drawing from motivational intensity theory and the expected value of control framework, we hypothesized that control intensity would increase with task difficulty until a maximum tolerable level, after which it would decrease. To examine this hypothesis, we conducted two experiments utilizing Stroop-like conflict tasks, systematically manipulating the number of distractors to vary task difficulty. We assessed control adaptation and measured subjective task difficulty. Our results revealed a curvilinear pattern between perceived task difficulty and adaptation of control. The findings provide empirical support for the theoretical accounts of motivational intensity theory and expected value of control, highlighting the nonlinear nature of the relationship between task difficulty and cognitive control. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":"3130-3142"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142288955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Julia F Strand, Violet A Brown, Katrina Sewell, Yuxin Lin, Emmett Lefkowitz, Caroline G Saksena
{"title":"Assessing the effects of \"native speaker\" status on classic findings in speech research.","authors":"Julia F Strand, Violet A Brown, Katrina Sewell, Yuxin Lin, Emmett Lefkowitz, Caroline G Saksena","doi":"10.1037/xge0001640","DOIUrl":"10.1037/xge0001640","url":null,"abstract":"<p><p>It is common practice in speech research to only sample participants who self-report being \"native English speakers.\" Although there is research on differences in language processing between native and nonnative listeners (see Lecumberri et al., 2010, for a review), the majority of speech research that aims to establish general findings (e.g., testing models of spoken word recognition) only includes native speakers in their sample. Not only is the \"native English speaker\" criterion poorly defined, but it also excludes historically underrepresented groups from speech perception research, often without attention to whether this exclusion is likely to affect study outcomes. The purpose of this study is to empirically test whether and how using different inclusion criteria (\"native English speakers\" vs. \"nonnative English speakers\") affects several well-known phenomena in speech perception research. Five hundred participants completed word (<i>N</i> = 200) and sentence (N = 300) identification tasks in quiet and in moderate levels of background noise. Results indicate that multiple classic findings in speech perception research-including the effects of noise level, lexical density, and semantic context on speech intelligibility-persist regardless of \"native English\" speaking status. However, the magnitude of some of these effects differed across participant groups. Taken together, these results suggest that researchers should carefully consider whether native speaker status is likely to affect outcomes and make decisions about inclusion criteria on a study-by-study basis. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":"3027-3041"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11620953/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142288951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sharanya Bashyam, Marc Colomer, Radhika Santhanagopalan, Katherine D Kinzler, Amanda Woodward
{"title":"Children's language-based pedagogical preferences in a multilingual society.","authors":"Sharanya Bashyam, Marc Colomer, Radhika Santhanagopalan, Katherine D Kinzler, Amanda Woodward","doi":"10.1037/xge0001497","DOIUrl":"10.1037/xge0001497","url":null,"abstract":"<p><p>A majority of the world's population is multilingual, yet children's language-based preferences have largely been studied in Western monolingual contexts. The present research investigated language-based preferences in 4- to 8-year-old children living in Hyderabad, India, a multilingual region with languages such as Telugu (official language of the state, and the native language of many children in the state) and English (medium of instruction in some schools). We presented to children novel objects and probed their selective preference to learn from different speakers (Telugu, British-accented English, or Indian-accented English). In addition, the current study assessed the flexibility of children's preferences by manipulating the learning goal (i.e., performance goal vs. enjoyment goal) and learning content (i.e., Science, Technology, Engineering and Mathematics [STEM] objects vs. cultural objects). Children showed a preference for both English speakers over Telugu speakers, a tendency that increased with age. This preference was especially pronounced for performance learning goals and for STEM learning content. Furthermore, children whose native language was Telugu showed a less pronounced English bias. The results of this study provide new insights into the development of language-based biases in multilingual environments. First, they highlight dual and intersecting considerations of speaker familiarity and speaker status in guiding children's choices about from whom to learn. Second, the results suggest that children's language-based preferences in a pedagogical setting are flexible, as children integrate social cues (e.g., language-based attitudes) as well as contextual cues (e.g., the learning goal) strategically. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":"2951-2961"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136397689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S Atwood, Dominic J Gibson, Sofía Briones Ramírez, Kristina R Olson
{"title":"Flexibility in continuous judgments of gender/sex and race.","authors":"S Atwood, Dominic J Gibson, Sofía Briones Ramírez, Kristina R Olson","doi":"10.1037/xge0001512","DOIUrl":"10.1037/xge0001512","url":null,"abstract":"<p><p>Across six preregistered studies (<i>N</i> = 1,292; recruited from university subject pools and Prolific Academic), we investigate how face perception along the dimensions of gender/sex and race can vary based on immediate contextual information as well as personal experience. In Studies 1a and 1b, we find that when placing stimuli along a continuum from male to female, cisgender participants sort prototypical gender/sex faces in a bimodal fashion and show less consensus and greater error when placing faces of intermediate gender/sex. We replicate and extend these findings to race in Study 2. In Study 3, we test whether sorting patterns can be influenced by preexisting experiences, and find evidence that transgender/nonbinary participants show less error than cisgender heterosexual participants when sorting intermediary faces. Finally, in Studies 4 and 5, we test whether cisgender participants' judgments of intermediary faces along the continuum are influenced by the specific circumstances under which they are asked to sort. Here, we find that changing the sorting framework to include a third category resulted in less error when placing intermediary faces along the continuum than when participants were provided with only two category labels or two categories and a line at the midpoint, suggesting that new perceptual categories introduced with minimal training can be adopted quickly and successfully in a perceptual task. These data suggest that both long-term life experiences and quick experimental interventions can shape how we think about gender/sex and race. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":15698,"journal":{"name":"Journal of Experimental Psychology: General","volume":" ","pages":"2931-2950"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139706833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}