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We urgently need a culture of multi-operationalization in psychological research 我们迫切需要在心理学研究中形成一种多方合作的文化
Pub Date : 2024-04-18 DOI: 10.1038/s44271-024-00084-7
Dino Carpentras
Analysis of different operationalizations shows that many scientific results may be an artifact of the operationalization process. A culture of multi-operationalization may be needed for psychological research to develop valid knowledge. Analysis of different operationalizations shows that many scientific results may be an artifact of the operationalization process. A culture of multi-operationalization may be needed for psychological research to develop valid knowledge.
对不同操作化的分析表明,许多科学成果可能是操作化过程的产物。心理学研究要发展有效的知识,可能需要一种多操作化的文化。对不同操作化的分析表明,许多科学成果可能是操作化过程的产物。心理学研究可能需要一种多操作化的文化,才能开发出有效的知识。
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引用次数: 0
Memory for rewards guides retrieval 奖励记忆引导检索
Pub Date : 2024-04-16 DOI: 10.1038/s44271-024-00074-9
Juliane Nagel, David Philip Morgan, Necati Çağatay Gürsoy, Samuel Sander, Simon Kern, Gordon Benedikt Feld
Rewards paid out for successful retrieval motivate the formation of long-term memory. However, it has been argued that the Motivated Learning Task does not measure reward effects on memory strength but decision-making during retrieval. We report three large-scale online experiments in healthy participants (N = 200, N = 205, N = 187) that inform this debate. In experiment 1, we found that explicit stimulus-reward associations formed during encoding influence response strategies at retrieval. In experiment 2, reward affected memory strength and decision-making strategies. In experiment 3, reward affected decision-making strategies only. These data support a theoretical framework that assumes that promised rewards not only increase memory strength, but additionally lead to the formation of stimulus-reward associations that influence decisions at retrieval. Across three preregistered experiments, stimulus-level reward affects response and decision strategies in an episodic memory task.
成功检索所获得的奖励会促进长期记忆的形成。然而,有人认为动机学习任务并不能测量奖励对记忆强度的影响,而只能测量检索过程中的决策。我们报告了在健康参与者(N = 200、N = 205、N = 187)中进行的三项大规模在线实验,为这一争论提供了参考。在实验 1 中,我们发现在编码过程中形成的明确刺激-奖励联想会影响检索时的反应策略。在实验 2 中,奖励影响记忆强度和决策策略。在实验 3 中,奖励只影响决策策略。这些数据支持这样一个理论框架,即承诺的奖励不仅会增加记忆强度,还会导致刺激-奖励联想的形成,从而影响检索时的决策。在三个预先登记的实验中,刺激水平的奖励影响了外显记忆任务中的反应和决策策略。
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引用次数: 0
Children exhibit a developmental advantage in the offline processing of a learned motor sequence 儿童在离线处理已学动作序列时表现出发育优势
Pub Date : 2024-04-15 DOI: 10.1038/s44271-024-00082-9
Anke Van Roy, Geneviève Albouy, Ryan D. Burns, Bradley R. King
Changes in specific behaviors across the lifespan are frequently reported as an inverted-U trajectory. That is, young adults exhibit optimal performance, children are conceptualized as developing systems progressing towards this ideal state, and older adulthood is characterized by performance decrements. However, not all behaviors follow this trajectory, as there are instances in which children outperform young adults. Here, we acquired data from 7–35 and >55 year-old participants and assessed potential developmental advantages in motor sequence learning and memory consolidation. Results revealed no credible evidence for differences in initial learning dynamics among age groups, but 7- to 12-year-old children exhibited smaller sequence-specific learning relative to adolescents, young adults and older adults. Interestingly, children demonstrated the greatest performance gains across the 5 h and 24 h offline periods, reflecting enhanced motor memory consolidation. These results suggest that children exhibit an advantage in the offline processing of recently learned motor sequences. Seven to 12 year-old children showed greater performance gains on a motor sequence task across post-learning resting periods than adolescents, young adults and older adults, suggesting a developmental advantage in offline motor memory consolidation.
据报道,人的一生中特定行为的变化常常呈现出倒 U 型轨迹。也就是说,青壮年表现出最佳的行为表现,儿童被认为是朝着这一理想状态发展的系统,而老年期则表现为行为表现的下降。然而,并非所有行为都遵循这一轨迹,因为在某些情况下,儿童的表现会优于青壮年。在这里,我们获取了 7-35 岁和 55 岁参与者的数据,并评估了他们在运动序列学习和记忆巩固方面的潜在发展优势。结果显示,没有可信的证据表明不同年龄组的初始学习动力存在差异,但相对于青少年、年轻成人和老年人,7-12 岁的儿童表现出较小的序列特异性学习能力。有趣的是,儿童在 5 小时和 24 小时离线期的成绩提高幅度最大,这反映出他们的运动记忆巩固能力有所增强。这些结果表明,儿童在离线处理最近学习的运动序列时表现出优势。与青少年、年轻人和老年人相比,7 到 12 岁的儿童在学习后静止期的运动序列任务中表现出更大的成绩提高,这表明儿童在离线运动记忆巩固方面具有发育优势。
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引用次数: 0
Defining key concepts for mental state attribution 定义心理状态归因的关键概念
Pub Date : 2024-04-11 DOI: 10.1038/s44271-024-00077-6
François Quesque, Ian Apperly, Renée Baillargeon, Simon Baron-Cohen, Cristina Becchio, Harold Bekkering, Daniel Bernstein, Maxime Bertoux, Geoffrey Bird, Henryk Bukowski, Pascal Burgmer, Peter Carruthers, Caroline Catmur, Isabel Dziobek, Nicholas Epley, Thorsten Michael Erle, Chris Frith, Uta Frith, Carl Michael Galang, Vittorio Gallese, Delphine Grynberg, Francesca Happé, Masahiro Hirai, Sara D. Hodges, Philipp Kanske, Mariska Kret, Claus Lamm, Jean Louis Nandrino, Sukhvinder Obhi, Sally Olderbak, Josef Perner, Yves Rossetti, Dana Schneider, Matthias Schurz, Tobias Schuwerk, Natalie Sebanz, Simone Shamay-Tsoory, Giorgia Silani, Shannon Spaulding, Andrew R. Todd, Evan Westra, Dan Zahavi, Marcel Brass
The terminology used in discussions on mental state attribution is extensive and lacks consistency. In the current paper, experts from various disciplines collaborate to introduce a shared set of concepts and make recommendations regarding future use.
有关心理状态归因的讨论中使用的术语非常广泛,而且缺乏一致性。在本文中,来自不同学科的专家们合作引入了一套共同的概念,并就未来的使用提出了建议。
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引用次数: 0
Blocked training facilitates learning of multiple schemas 分块训练有助于学习多种模式
Pub Date : 2024-04-09 DOI: 10.1038/s44271-024-00079-4
Andre O. Beukers, Silvy H. P. Collin, Ross P. Kempner, Nicholas T. Franklin, Samuel J. Gershman, Kenneth A. Norman
We all possess a mental library of schemas that specify how different types of events unfold. How are these schemas acquired? A key challenge is that learning a new schema can catastrophically interfere with old knowledge. One solution to this dilemma is to use interleaved training to learn a single representation that accommodates all schemas. However, another class of models posits that catastrophic interference can be avoided by splitting off new representations when large prediction errors occur. A key differentiating prediction is that, according to splitting models, catastrophic interference can be prevented even under blocked training curricula. We conducted a series of semi-naturalistic experiments and simulations with Bayesian and neural network models to compare the predictions made by the “splitting” versus “non-splitting” hypotheses of schema learning. We found better performance in blocked compared to interleaved curricula, and explain these results using a Bayesian model that incorporates representational splitting in response to large prediction errors. In a follow-up experiment, we validated the model prediction that inserting blocked training early in learning leads to better learning performance than inserting blocked training later in learning. Our results suggest that different learning environments (i.e., curricula) play an important role in shaping schema composition. A Bayesian model incorporating representational splitting explains better memory performance in blocked compared to interleaved learning contexts.
我们每个人都拥有一个心理图式库,其中规定了不同类型的事件是如何发生的。这些图式是如何获得的呢?一个关键的挑战是,学习一个新的图式可能会对旧知识造成灾难性的干扰。解决这一难题的方法之一是使用交错训练来学习一个能容纳所有图式的表征。然而,另一类模型则认为,当出现较大预测错误时,可以通过拆分新表征来避免灾难性干扰。一个关键的差异化预测是,根据分裂模型,即使在封闭的训练课程中也能避免灾难性干扰。我们利用贝叶斯模型和神经网络模型进行了一系列半自然实验和模拟,以比较模式学习的 "分裂 "假说和 "非分裂 "假说的预测结果。我们发现,与交错式课程相比,分块式课程的学习成绩更好,并利用贝叶斯模型解释了这些结果,该模型结合了表象分裂以应对较大的预测误差。在后续实验中,我们验证了模型的预测,即在学习早期插入阻断训练比在学习后期插入阻断训练的学习成绩更好。我们的结果表明,不同的学习环境(即课程)在形成图式构成方面发挥着重要作用。贝叶斯模型结合了表象分裂,可以解释在阻塞式学习环境下的记忆效果优于交错式学习环境下的记忆效果。
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引用次数: 0
Strategic attitude expressions as identity performance and identity creation in interaction 策略性态度表达是互动中的身份表现和身份创造
Pub Date : 2024-04-08 DOI: 10.1038/s44271-024-00076-7
Caoimhe O’Reilly, Shane Mannion, Paul J. Maher, Elaine M. Smith, Pádraig MacCarron, Michael Quayle
We assess the strategic alignment of attitudes and the active construction of attitude-based identity across two studies. Study one assessed the twitter response (hashtags in English) to the war in Ukraine for five months after Russia’s first invasion of Ukraine 2022 (N = 8149). Results demonstrated that individuals publicly expressed hashtags similar to others close to them in the followership network, showing their support for Ukraine and condemnation of the Russian invasion in qualitatively different ways. Study two was a preregistered Prolific experiment with geographical European participants ran in September, 2022 (N = 1368). Results demonstrated that attitude interaction with ingroup members motivated interactants towards attitude alignment, and attitude alignment strengthened the identification that motivated the alignment in the first place. Results suggest that attitude expression is performative and constrained by one’s group relationship with one’s audience and the definition of social identity can be constrained by opinion-based identity performance. People align their attitudes with their network’s in an online context. Further, attitude expressors are active agents in the construction of identity, expressing attitudes performatively to construct and consolidate identities.
我们在两项研究中评估了态度的战略调整和基于态度的身份认同的积极构建。研究一评估了 2022 年俄罗斯首次入侵乌克兰(N = 8149)后五个月内对乌克兰战争的 twitter 反应(英文标签)。结果表明,个人公开表达的标签与关注者网络中与他们关系密切的其他人相似,以不同的方式表达了对乌克兰的支持和对俄罗斯入侵的谴责。研究二是一项预先注册的 Prolific 实验,欧洲地区的参与者于 2022 年 9 月参加了实验(N = 1368)。结果表明,与内群体成员的态度互动促使互动者的态度趋同,而态度趋同又加强了最初促使态度趋同的认同感。结果表明,态度的表达是表演性的,受制于一个人与受众的群体关系,而社会身份的定义可能受制于基于观点的身份表演。在网络环境中,人们会将自己的态度与网络的态度统一起来。此外,态度表达者是身份建构的积极参与者,他们以表演的方式表达态度,以建构和巩固身份。
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引用次数: 0
Author Correction: Limited generalizability of multivariate brain-based dimensions of child psychiatric symptoms 作者更正:基于大脑的儿童精神症状多元维度的推广性有限
Pub Date : 2024-04-06 DOI: 10.1038/s44271-024-00078-5
Bing Xu, Lorenza Dall’Aglio, John Flournoy, Gerda Bortsova, Brenden Tervo-Clemmens, Paul Collins, Marleen de Bruijne, Monica Luciana, Andre Marquand, Hao Wang, Henning Tiemeier, Ryan L. Muetzel
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引用次数: 0
Repeatedly experiencing the McGurk effect induces long-lasting changes in auditory speech perception 反复体验麦格克效应会诱发听觉言语感知的持久变化
Pub Date : 2024-04-03 DOI: 10.1038/s44271-024-00073-w
John F. Magnotti, Anastasia Lado, Yue Zhang, Arnt Maasø, Audrey Nath, Michael S. Beauchamp
In the McGurk effect, presentation of incongruent auditory and visual speech evokes a fusion percept different than either component modality. We show that repeatedly experiencing the McGurk effect for 14 days induces a change in auditory-only speech perception: the auditory component of the McGurk stimulus begins to evoke the fusion percept, even when presented on its own without accompanying visual speech. This perceptual change, termed fusion-induced recalibration (FIR), was talker-specific and syllable-specific and persisted for a year or more in some participants without any additional McGurk exposure. Participants who did not experience the McGurk effect did not experience FIR, showing that recalibration was driven by multisensory prediction error. A causal inference model of speech perception incorporating multisensory cue conflict accurately predicted individual differences in FIR. Just as the McGurk effect demonstrates that visual speech can alter the perception of auditory speech, FIR shows that these alterations can persist for months or years. The ability to induce seemingly permanent changes in auditory speech perception will be useful for studying plasticity in brain networks for language and may provide new strategies for improving language learning. In the McGurk effect, seeing the talker’s face changes perception of auditory speech. Repeatedly experiencing the effect produces long-lasting changes in auditory perception, so that the McGurk fusion percept is evoked even without seeing the face.
在麦格克效应中,呈现不一致的听觉和视觉语言会唤起不同于任何一种模式的融合感知。我们的研究表明,连续 14 天反复体验麦格克效应会诱发纯听觉言语感知的变化:麦格克刺激的听觉成分开始唤起融合感知,即使是在没有视觉言语伴随的情况下单独呈现时也是如此。这种感知变化被称为融合诱导的重新校准(FIR),针对特定的说话者和特定的音节,在一些参与者身上持续一年或更长时间,而无需额外的麦格克暴露。没有经历过麦格克效应的参与者也没有经历过 FIR,这表明重新校准是由多感官预测错误驱动的。包含多感官线索冲突的语音感知因果推理模型可以准确预测 FIR 的个体差异。正如麦格克效应表明视觉语言可以改变听觉语言的感知一样,FIR 表明这些改变可以持续数月或数年。诱导听觉言语感知发生看似永久性变化的能力将有助于研究大脑语言网络的可塑性,并可能为改善语言学习提供新的策略。在麦格克效应中,看到说话者的脸会改变对听觉语言的感知。反复体验这种效应会使听觉知觉产生持久的变化,因此即使没有看到说话者的脸,也会唤起麦格克融合知觉。
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引用次数: 0
Experiencing nature leads to healthier food choices 体验自然,选择更健康的食物
Pub Date : 2024-04-02 DOI: 10.1038/s44271-024-00072-x
Maria Langlois, Pierre Chandon
Experiencing nature has been linked to a host of benefits for health and well-being. Here, we examine if exposure to nature influences the food choices that may contribute to nature’s benefits. Five between-subject experiments (n = 39, n = 698, n = 885, n = 1191, and n = 913) show that individuals exposed to the natural environment choose healthier foods when compared to those exposed to urban environments or a control condition. Nature’s effects are observed for various foods and beverages, across samples from three countries, and in varied contexts, such as taking a walk in a park (vs. a city street) and looking at photos of nature (vs. urban or control) scenes. These findings provide insights into the relationship between proximity to nature and health. Across five studies of 3,726 participants, walking in nature (study 1) and viewing images of nature (studies 2-5) led to significantly more healthy food choices and fewer unhealthy food choices compared to urban settings.
体验大自然对健康和幸福有诸多益处。在这里,我们研究了接触大自然是否会影响食物的选择,而食物的选择可能会促进大自然的益处。五项主体间实验(n = 39、n = 698、n = 885、n = 1191 和 n = 913)表明,与暴露在城市环境或对照条件下的人相比,暴露在自然环境中的人选择的食物更健康。在三个国家的样本中,以及在公园散步(与城市街道相比)和观看大自然(与城市或对照组相比)场景照片等不同情境下,我们观察到了大自然对各种食品和饮料的影响。这些研究结果让我们对亲近自然与健康之间的关系有了更深入的了解。在对 3726 名参与者进行的五项研究中,与城市环境相比,在大自然中散步(研究 1)和观看大自然的图片(研究 2-5)会明显导致更多的健康食物选择和更少的不健康食物选择。
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引用次数: 0
The online metacognitive control of decisions 决策的在线元认知控制
Pub Date : 2024-03-27 DOI: 10.1038/s44271-024-00071-y
Juliette Bénon, Douglas Lee, William Hopper, Morgan Verdeil, Mathias Pessiglione, Fabien Vinckier, Sebastien Bouret, Marion Rouault, Raphael Lebouc, Giovanni Pezzulo, Christiane Schreiweis, Eric Burguière, Jean Daunizeau
Difficult decisions typically involve mental effort, which scales with the deployment of cognitive (e.g., mnesic, attentional) resources engaged in processing decision-relevant information. But how does the brain regulate mental effort? A possibility is that the brain optimizes a resource allocation problem, whereby the amount of invested resources balances its expected cost (i.e. effort) and benefit. Our working assumption is that subjective decision confidence serves as the benefit term of the resource allocation problem, hence the “metacognitive” nature of decision control. Here, we present a computational model for the online metacognitive control of decisions or oMCD. Formally, oMCD is a Markov Decision Process that optimally solves the ensuing resource allocation problem under agnostic assumptions about the inner workings of the underlying decision system. We demonstrate how this makes oMCD a quasi-optimal control policy for a broad class of decision processes, including -but not limited to- progressive attribute integration. We disclose oMCD’s main properties (in terms of choice, confidence and response time), and show that they reproduce most established empirical results in the field of value-based decision making. Finally, we discuss the possible connections between oMCD and most prominent neurocognitive theories about decision control and mental effort regulation. How should the mind allocate resources to make good decisions? In the online metacognitive control of decisions model, subjective decision confidence is used as the benefit term of the resource allocation problem to optimize the processing of decision-relevant information.
困难的决策通常会涉及脑力劳动,而脑力劳动会随着处理决策相关信息的认知(如记忆、注意力)资源的部署而增加。但大脑是如何调节脑力劳动的呢?一种可能性是大脑优化资源分配问题,即投入的资源量平衡其预期成本(即努力)和收益。我们的工作假设是,主观决策信心作为资源分配问题的收益项,因此决策控制具有 "元认知 "性质。在这里,我们提出了一个在线元认知决策控制或 oMCD 的计算模型。从形式上看,oMCD 是一个马尔可夫决策过程,它能在对底层决策系统的内部运作不可知的假设条件下优化解决随之而来的资源分配问题。我们展示了这如何使 oMCD 成为一大类决策过程(包括但不限于渐进属性整合)的准最优控制策略。我们揭示了 oMCD 的主要特性(在选择、置信度和响应时间方面),并表明这些特性重现了基于价值的决策领域中大多数既定的经验结果。最后,我们讨论了 oMCD 与有关决策控制和脑力调节的最著名神经认知理论之间可能存在的联系。大脑应如何分配资源以做出正确决策?在决策在线元认知控制模型中,主观决策信心被用作资源分配问题的收益项,以优化决策相关信息的处理。
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引用次数: 0
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Communications Psychology
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