• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

通过探索噪声的来源和本质丰富心理学研究。

Enriching Psychological Research by Exploring the Source and Nature of Noise.

作者信息

Sundh Joakim, Millroth Philip, Collsiöö August, Juslin Peter

机构信息

Department of Psychology, Uppsala University.

出版信息

Perspect Psychol Sci. 2025 May;20(3):540-554. doi: 10.1177/17456916241235889. Epub 2025 Mar 4.

DOI:10.1177/17456916241235889
PMID:40035538
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12065948/
Abstract

In psychological research, noise is often considered a nuisance that obscures rather than contributes information. This simplification overlooks that noise can be informative and that by exploring the nature of the noise one can often draw additional conclusions concerning the underlying psychological processes. It is arguably only in recent years that the mainstream of researchers has taken this idea to heart and demonstrated that it can lead to breakthroughs in the understanding of human behavior. The aim of this special section is to showcase some of the ways in which systematic exploration of noise can be achieved and how it can enrich psychological research. In this introductory article, we introduce the idea of treating noise as endogenous as opposed to exogenous to the theoretical and statistical models of psychological phenomena. We then contribute a historical review of the role of noise in psychological research, including discussions of previous endogenous treatments of noise in the literature. As an illustration, we describe our own research on the precise/not precise model and show how noise distributions can be used to delineate analytic and intuitive modes of reasoning. Finally, we briefly introduce the other contributions to this special section.

摘要

在心理学研究中,噪声通常被视为一种干扰因素,它掩盖而非提供信息。这种简化忽略了噪声可能具有信息性,并且通过探索噪声的本质,人们常常可以得出关于潜在心理过程的额外结论。可以说,直到近年来,主流研究人员才真正重视这一观点,并证明它能够在理解人类行为方面带来突破。本专题的目的是展示一些实现对噪声进行系统探索的方法,以及它如何丰富心理学研究。在这篇介绍性文章中,我们提出将噪声视为心理现象理论和统计模型的内生因素而非外生因素的观点。然后,我们对噪声在心理学研究中的作用进行历史回顾,包括对文献中先前关于噪声的内生性处理的讨论。作为例证,我们描述了我们自己关于精确/不精确模型的研究,并展示了噪声分布如何用于描绘分析性和直觉性推理模式。最后,我们简要介绍本专题的其他文章。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/025987ca732a/10.1177_17456916241235889-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/6e2e07d89c74/10.1177_17456916241235889-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/c5ee759f750a/10.1177_17456916241235889-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/f0ff1912d046/10.1177_17456916241235889-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/025987ca732a/10.1177_17456916241235889-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/6e2e07d89c74/10.1177_17456916241235889-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/c5ee759f750a/10.1177_17456916241235889-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/f0ff1912d046/10.1177_17456916241235889-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8be/12065948/025987ca732a/10.1177_17456916241235889-fig4.jpg

相似文献

1
Enriching Psychological Research by Exploring the Source and Nature of Noise.通过探索噪声的来源和本质丰富心理学研究。
Perspect Psychol Sci. 2025 May;20(3):540-554. doi: 10.1177/17456916241235889. Epub 2025 Mar 4.
2
Chronoastrobiology: proposal, nine conferences, heliogeomagnetics, transyears, near-weeks, near-decades, phylogenetic and ontogenetic memories.时间天体生物学:提议、九次会议、日地地磁学、跨年份、近周、近十年、系统发生和个体发生记忆。
Biomed Pharmacother. 2004 Oct;58 Suppl 1:S150-87. doi: 10.1016/s0753-3322(04)80025-8.
3
Bayesian dynamic mediation analysis.贝叶斯动态中介分析。
Psychol Methods. 2017 Dec;22(4):667-686. doi: 10.1037/met0000073. Epub 2016 Apr 28.
4
Applications of structural equation modeling in psychological research.结构方程模型在心理学研究中的应用。
Annu Rev Psychol. 2000;51:201-26. doi: 10.1146/annurev.psych.51.1.201.
5
Tutorial: Nuisance or Substance? Leveraging Heterogeneity of Preferences.教程:干扰还是实质?利用偏好异质性。
Span J Psychol. 2019 Dec 23;22:E60. doi: 10.1017/sjp.2019.50.
6
An alternative to null-hypothesis significance tests.零假设显著性检验的替代方法。
Psychol Sci. 2005 May;16(5):345-53. doi: 10.1111/j.0956-7976.2005.01538.x.
7
Beneath the surface: Unearthing within-person variability and mean relations with Bayesian mixed models.表面之下:贝叶斯混合模型挖掘个体内变异性和均值关系。
Psychol Methods. 2021 Feb;26(1):74-89. doi: 10.1037/met0000270. Epub 2020 May 21.
8
Macromolecular crowding: chemistry and physics meet biology (Ascona, Switzerland, 10-14 June 2012).大分子拥挤现象:化学与物理邂逅生物学(瑞士阿斯科纳,2012年6月10日至14日)
Phys Biol. 2013 Aug;10(4):040301. doi: 10.1088/1478-3975/10/4/040301. Epub 2013 Aug 2.
9
Distinguishing Intrapsychic From Interpersonal Motives in Psychological Theory and Research.区分心理内驱力和人际动机在心理理论和研究中的作用。
Perspect Psychol Sci. 2015 Jul;10(4):497-517. doi: 10.1177/1745691615583132.
10
Qualitative research and its place in psychological science.定性研究及其在心理科学中的地位。
Psychol Methods. 2008 Sep;13(3):254-71. doi: 10.1037/a0013220.

本文引用的文献

1
Disentangling Perceptual and Process-Related Sources of Behavioral Variability in Categorization.解析分类中行为变异性的感知和过程相关来源
Perspect Psychol Sci. 2025 May;20(3):590-617. doi: 10.1177/17456916241264259. Epub 2025 Mar 4.
2
Noise in Cognition: Bug or Feature?认知中的噪声:缺陷还是特性?
Perspect Psychol Sci. 2025 May;20(3):572-589. doi: 10.1177/17456916241258951. Epub 2025 Mar 4.
3
(Ir)rationality of Moral Judgment.道德判断的(不)合理性
Perspect Psychol Sci. 2025 May;20(3):555-571. doi: 10.1177/17456916241260611. Epub 2025 Mar 4.
4
Perceptual similarity judgments do not predict the distribution of errors in working memory.感知相似性判断不能预测工作记忆错误的分布。
J Exp Psychol Learn Mem Cogn. 2024 Apr;50(4):535-549. doi: 10.1037/xlm0001172. Epub 2022 Nov 28.
5
Understanding the structure of cognitive noise.理解认知噪声的结构。
PLoS Comput Biol. 2022 Aug 17;18(8):e1010312. doi: 10.1371/journal.pcbi.1010312. eCollection 2022 Aug.
6
Towards the next generation of recurrent network models for cognitive neuroscience.面向认知神经科学的下一代递归网络模型。
Curr Opin Neurobiol. 2021 Oct;70:182-192. doi: 10.1016/j.conb.2021.10.015. Epub 2021 Nov 26.
7
Measurement models for visual working memory-A factorial model comparison.视觉工作记忆的测量模型——因子模型比较。
Psychol Rev. 2023 Apr;130(3):841-852. doi: 10.1037/rev0000328. Epub 2021 Sep 27.
8
Inter-individual variations in internal noise predict the effects of spatial attention.个体内部噪声的变化预测了空间注意力的影响。
Cognition. 2021 Dec;217:104888. doi: 10.1016/j.cognition.2021.104888. Epub 2021 Aug 24.
9
Nonlinear probability weighting can reflect attentional biases in sequential sampling.非线性概率加权能够反映序列抽样中的注意偏差。
Psychol Rev. 2022 Oct;129(5):949-975. doi: 10.1037/rev0000304. Epub 2021 Aug 9.
10
Integrating explanation and prediction in computational social science.计算社会科学中的解释与预测融合。
Nature. 2021 Jul;595(7866):181-188. doi: 10.1038/s41586-021-03659-0. Epub 2021 Jun 30.