• 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

邓宁-克鲁格效应的统计学解释。

A Statistical Explanation of the Dunning-Kruger Effect.

作者信息

Magnus Jan R, Peresetsky Anatoly A

机构信息

Department of Econometrics and Data Science, Vrije Universiteit Amsterdam, Tinbergen Institute, Amsterdam, Netherlands.

Department of Applied Economics, Faculty of Economic Sciences, Higher School of Economics (HSE University), Moscow, Russia.

出版信息

Front Psychol. 2022 Mar 25;13:840180. doi: 10.3389/fpsyg.2022.840180. eCollection 2022.

DOI:10.3389/fpsyg.2022.840180
PMID:35401341
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8992690/
Abstract

UNLABELLED

An explanation of the Dunning-Kruger effect is provided which does not require any psychological explanation, because it is derived as a statistical artifact. This is achieved by specifying a simple statistical model which explicitly takes the (random) boundary constraints into account. The model fits the data almost perfectly.

JEL CLASSIFICATION

A22; C24; C91; D84; D91; I21.

摘要

未标注

对邓宁-克鲁格效应给出了一种解释,该解释不需要任何心理学解释,因为它是作为一种统计假象推导出来的。这是通过指定一个简单的统计模型来实现的,该模型明确考虑了(随机)边界约束。该模型几乎完美地拟合了数据。

《经济学文献杂志》分类号:A22;C24;C91;D84;D91;I21。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/6c8d71c00247/fpsyg-13-840180-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/c611a4d05bc2/fpsyg-13-840180-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/02a96bae53c3/fpsyg-13-840180-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/bdae125209dc/fpsyg-13-840180-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/6c8d71c00247/fpsyg-13-840180-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/c611a4d05bc2/fpsyg-13-840180-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/02a96bae53c3/fpsyg-13-840180-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/bdae125209dc/fpsyg-13-840180-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caef/8992690/6c8d71c00247/fpsyg-13-840180-g0004.jpg

相似文献

1
A Statistical Explanation of the Dunning-Kruger Effect.邓宁-克鲁格效应的统计学解释。
Front Psychol. 2022 Mar 25;13:840180. doi: 10.3389/fpsyg.2022.840180. eCollection 2022.
2
Less-Intelligent and Unaware? Accuracy and Dunning-Kruger Effects for Self-Estimates of Different Aspects of Intelligence.不太聪明且不自知?智力不同方面自我评估的准确性及邓宁-克鲁格效应
J Intell. 2022 Feb 5;10(1):10. doi: 10.3390/jintelligence10010010.
3
The Dunning-Kruger effect: subjective health perceptions on smoking behavior among older Chinese adults.邓宁-克鲁格效应:中国老年人吸烟行为的主观健康感知。
BMC Public Health. 2023 Sep 4;23(1):1703. doi: 10.1186/s12889-023-16582-y.
4
Dunning-Kruger effects in reasoning: Theoretical implications of the failure to recognize incompetence.推理中的邓宁-克鲁格效应:未能识别无能的理论意义。
Psychon Bull Rev. 2017 Dec;24(6):1774-1784. doi: 10.3758/s13423-017-1242-7.
5
Unskilled and optimistic: overconfident predictions despite calibrated knowledge of relative skill.不熟练且乐观:尽管对相对技能有校准的了解,但仍做出过于自信的预测。
Psychon Bull Rev. 2013 Jun;20(3):601-7. doi: 10.3758/s13423-013-0379-2.
6
Knowing less but presuming more: Dunning-Kruger effects and the endorsement of anti-vaccine policy attitudes. 知之甚少却自以为是:邓宁-克鲁格效应与反疫苗政策态度的支持。
Soc Sci Med. 2018 Aug;211:274-281. doi: 10.1016/j.socscimed.2018.06.032. Epub 2018 Jun 25.
7
Dunning-Kruger effects in face perception.面孔知觉中的邓宁-克鲁格效应。
Cognition. 2020 Oct;203:104345. doi: 10.1016/j.cognition.2020.104345. Epub 2020 Jun 9.
8
When peers are not peers and don't know it: The Dunning-Kruger effect and self-fulfilling prophecy in peer-review.当同行不是同行却不自知:同行评审中的邓宁-克鲁格效应和自我实现预言。
Bioessays. 2013 May;35(5):414-6. doi: 10.1002/bies.201200182. Epub 2013 Feb 6.
9
The humble estimate: Humility predicts higher self-assessment accuracy.谦逊的估计:谦逊预示着更高的自我评估准确性。
Br J Soc Psychol. 2023 Jan;62(1):561-582. doi: 10.1111/bjso.12545. Epub 2022 May 6.
10
Intern preparedness for the CanMEDS roles and the Dunning-Kruger effect: a survey.医学生对加拿大医学教育六大原则角色准备情况和邓宁-克鲁格效应的调查。
BMC Med Educ. 2019 Nov 14;19(1):422. doi: 10.1186/s12909-019-1836-z.

引用本文的文献

1
Bridging Oncology and Rehabilitation: A High School Curriculum Model for Early Exposure to Interdisciplinary Cancer Care.连接肿瘤学与康复学:一种用于早期接触跨学科癌症护理的高中课程模式。
J Cancer Educ. 2025 Aug 26. doi: 10.1007/s13187-025-02715-x.
2
Point-of-care ultrasonography in nephrology: Growing applications, misconceptions and future outlook.肾脏病学中的床旁超声检查:不断增加的应用、误解及未来展望。
World J Nephrol. 2025 Jun 25;14(2):105374. doi: 10.5527/wjn.v14.i2.105374.
3
The Dunning‒Kruger effect in resident predicted and actual performance on the American Board of Emergency Medicine in-training examination.

本文引用的文献

1
Metacognition during unfamiliar face matching.在不熟悉的面孔匹配过程中的元认知。
Br J Psychol. 2022 Aug;113(3):696-717. doi: 10.1111/bjop.12553. Epub 2022 Jan 4.
2
The Accuracy of Health Professions Students' Self-Assessments Compared to Objective Measures of Competence.健康专业学生自我评估与客观能力测评的准确性比较
Am J Pharm Educ. 2021 Apr;85(4):8405. doi: 10.5688/ajpe8405. Epub 2021 Jan 19.
3
Dunning-Kruger Effect: Intuitive Errors Predict Overconfidence on the Cognitive Reflection Test.邓宁-克鲁格效应:直觉错误预示着在认知反思测试中的过度自信。
住院医师在美国急诊医学委员会在职培训考试中的邓宁-克鲁格效应:预测表现与实际表现
J Am Coll Emerg Physicians Open. 2024 Oct 24;5(5):e13305. doi: 10.1002/emp2.13305. eCollection 2024 Oct.
4
Prevalence of Dunning-Kruger effect in first semester medical students: a correlational study of self-assessment and actual academic performance.第一学期医学生中邓宁-克鲁格效应的流行:自我评估与实际学业成绩的相关性研究。
BMC Med Educ. 2024 Oct 24;24(1):1210. doi: 10.1186/s12909-024-06121-7.
5
Description of the Dunning-Kruger effect in general surgery residents during laparoscopic cholecystectomy: a blinded prospective study.描述普通外科住院医师在腹腔镜胆囊切除术中的邓宁-克鲁格效应:一项盲法前瞻性研究。
Acta Cir Bras. 2024 Jul 1;39:e393224. doi: 10.1590/acb393224. eCollection 2024.
6
Unskilled and unaware: second-order judgments increase with miscalibration for low performers.技能不足且浑然不知:低水平表现者的误校准会导致二阶判断增加。
Front Psychol. 2024 Jun 17;15:1252520. doi: 10.3389/fpsyg.2024.1252520. eCollection 2024.
7
No strong support for a Dunning-Kruger effect in creativity: analyses of self-assessment in absolute and relative terms.创造力中不存在明显的邓宁-克鲁格效应:从绝对值和相对值两方面进行自我评价的分析。
Sci Rep. 2024 May 24;14(1):11883. doi: 10.1038/s41598-024-61042-1.
8
The Primary Care and Environmental Health e-Learning Course to Integrate Environmental Health in General Practice: Before-and-After Feasibility Study.将环境卫生纳入全科医疗的初级保健与环境卫生电子学习课程:前后可行性研究
JMIR Form Res. 2024 May 9;8:e56130. doi: 10.2196/56130.
9
AI model GPT-3 (dis)informs us better than humans.人工智能模型 GPT-3 比人类更能提供信息。
Sci Adv. 2023 Jun 28;9(26):eadh1850. doi: 10.1126/sciadv.adh1850.
10
Face matching and metacognition: investigating individual differences and a training intervention.面部匹配和元认知:探究个体差异和训练干预。
PeerJ. 2023 Jan 25;11:e14821. doi: 10.7717/peerj.14821. eCollection 2023.
Front Psychol. 2021 Apr 8;12:603225. doi: 10.3389/fpsyg.2021.603225. eCollection 2021.
4
A rational model of the Dunning-Kruger effect supports insensitivity to evidence in low performers.一个理性的邓宁-克鲁格效应模型支持低表现者对证据的不敏感。
Nat Hum Behav. 2021 Jun;5(6):756-763. doi: 10.1038/s41562-021-01057-0. Epub 2021 Feb 25.
5
Wise up: Clarifying the role of metacognition in the Dunning-Kruger effect.明智之举:澄清元认知在邓宁-克鲁格效应中的作用。
J Exp Psychol Gen. 2019 Nov;148(11):1882-1897. doi: 10.1037/xge0000579. Epub 2019 Feb 25.
6
Grade Expectations: Rationality and Overconfidence.年级期望:理性与过度自信。
Front Psychol. 2018 Jan 12;8:2346. doi: 10.3389/fpsyg.2017.02346. eCollection 2017.
7
Flawed Self-Assessment: Implications for Health, Education, and the Workplace.有缺陷的自我评估:对健康、教育和工作场所的影响。
Psychol Sci Public Interest. 2004 Dec;5(3):69-106. doi: 10.1111/j.1529-1006.2004.00018.x. Epub 2004 Dec 1.
8
The hobgoblin of consistency: algorithmic judgment strategies underlie inflated self-assessments of performance.一致性的妖怪:算法判断策略是导致自我评估过高的原因。
J Pers Soc Psychol. 2013 Jun;104(6):976-94. doi: 10.1037/a0032416. Epub 2013 Apr 29.
9
Hundreds of variants clustered in genomic loci and biological pathways affect human height.数以百计的变异体聚集在基因组位置和生物途径中,影响人类身高。
Nature. 2010 Oct 14;467(7317):832-8. doi: 10.1038/nature09410. Epub 2010 Sep 29.
10
Why the Unskilled Are Unaware: Further Explorations of (Absent) Self-Insight Among the Incompetent.为何技术不熟练者浑然不知:对无能者(缺乏的)自我洞察力的进一步探究。
Organ Behav Hum Decis Process. 2008 Jan 1;105(1):98-121. doi: 10.1016/j.obhdp.2007.05.002.