PERSON · STARLIGHT

Daniel Kahneman

Recorded name: 丹尼尔·卡尼曼

Daniel Kahneman is a psychologist who studied attention, judgment, decision-making, and everyday experiences of well-being.

Original Chinese introduction

丹尼尔·卡尼曼是心理学家,研究注意、判断、决策与日常幸福体验。

Kahneman's early work examined mental effort and the allocation of attention; he later studied judgment biases and risky choice with Tversky. He also participated in research on experienced utility and the Day Reconstruction Method, and explained problems of judgment to the public through Thinking, Fast and Slow and the coauthored Noise. The different research phases had their own coauthors, experiments, and limits of applicability.

Original Chinese context

卡尼曼早期研究心理努力与注意分配,后来与特沃斯基共同研究判断偏差和风险选择。他又参与经验效用与日重构法研究,并通过《思考,快与慢》和合著的《噪声》向公众解释判断问题。不同研究阶段有各自的共同作者、实验与适用限制。

Introduction sources
Provisional score6.65

Displayed to two decimal places.

Score tierPlanet T6

Derived from the current score.

Evaluated contributions6

Contribution groups assessed so far; coverage is still being expanded.

ASSESSMENT SCOPE

What this score covers

All included contribution titles and notes are available in English. The complete original text remains available in Chinese; both editions use the same scores and source links.

Uncovered contributions and unresolved harms are not treated as zero. This is not a complete assessment of a lifetime.

6 included contributions have incomplete evidence; the relevant gap appears with that contribution.

Original scope note

This round currently lists 6 limited research accounts; M and attribution shares are revisable judgments. Uncovered material and negative effects not yet established are not treated as zero; specific gaps are detailed item by item.

Original Chinese scope

本轮当前已列6项有限研究账;M与归功份额为可修订判断。未覆盖内容和未核清的负面作用不按零处理,具体缺口见逐项说明。

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CALCULATION

How the score is calculated

Q = 10^(M/2) − 1; Lᵢ = aᵢ × Qᵢ; L = Σ Lᵢ; S = 2 × log₁₀(1 + L).

M is an outcome’s assessed magnitude and a is the person’s allocated share. A standalone score is only a per-item reference; the attributed light from distinct contributions is what can be combined.

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SCORE DETAILS

6 evaluated contributions

M is the assessed magnitude of an outcome; attribution is the person’s share of credit. Attributed light can be added. The standalone score is only a per-item reference and must not be added across rows.

Chinese score details →

Scroll sideways for scores and attribution.

OutcomeMAttribution shareAttributed lightStandalone scoreShare of totalStatus
01Evolution of risk-choice models in prospect theory and cumulative prospect theory前景理论与累计前景理论的风险选择模型演进OUT-SL1350-1979-PROSPECT-THEORY · 1979–19926.734%760.8251875.7635.8886%Provisional estimate · incomplete evidence
02Research on heuristics, biases, and framing effects in judgment under uncertainty不确定判断的启发式、偏差与框架效应研究OUT-SL1350-1971-1984-HEURISTICS-BIASES-AND-FRAMING · 1970s–1980s6.331%437.5766395.2820.6408%Provisional estimate · incomplete evidence
03A research program on attention allocation, cognitive effort, and visual filtering注意分配、认知努力与视觉过滤研究体系OUT-SL0241-1968-1984-ATTENTION-AND-EFFORT · 1968–19845.749%346.4034345.0816.3401%Provisional estimate · incomplete evidence
04The public synthesis text of Thinking, Fast and Slow《Thinking, Fast and Slow》的公众综合文本OUT-SL0241-2011-THINKING-FAST-AND-SLOW-SYNTHESIS · 20115.448%240.0898724.7611.3252%Provisional estimate · incomplete evidence
05Experienced utility, experiential well-being, and the Day Reconstruction Method经验效用、经验性福祉与日重构法OUT-SL0241-1997-2006-EXPERIENCED-UTILITY-AND-DAY-RECONSTRUCTION · 1997–20066.024%239.7600004.7611.3096%Provisional estimate · incomplete evidence
06The synthesis text on judgment variation in Noise《Noise》的判断变异综合文本OUT-SL0241-2021-NOISE-JUDGMENT-VARIABILITY · 20215.224%95.3057213.974.4956%Provisional estimate · incomplete evidence

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NOTES AND SOURCES

Contribution notes and source links

English translations of the included notes appear below, with their Chinese originals available for comparison.

01Evolution of risk-choice models in prospect theory and cumulative prospect theory前景理论与累计前景理论的风险选择模型演进OUT-SL1350-1979-PROSPECT-THEORY

Record year1979–1992

summary1979 presented models of reference dependence, the value function, and decision weights; in 1992 the same authors changed them into a cumulative representation, extending multi-outcome/uncertain choice and correcting the boundary of stochastic dominance.

Original Chinese · summary

1979给出参照依赖、价值函数和决策权重模型;1992由同一作者将其改成累计表示,扩展多结果/不确定选择并修正随机支配边界。

M rationaleCASBS, SEP, and the 1992 original paper support the two authors' model evolution. M6.7 is assigned for original-model foundation, cumulative revision, and scope of extension; 1992 is not treated as an external successor, nor is M duplicated by two papers.

Original Chinese · M rationale

CASBS、SEP及1992原论文支持两位作者的模型演进。按原模型奠基、累计修订及扩展范围取M6.7;不是把1992当外部后继,也不按两篇论文复制M。

attribution rationaleTversky/Kahneman each .34, team .05, prior work .15, institutions .04, unresolved .08.

Original Chinese · attribution rationale

Tversky/Kahneman各 .34,团队 .05,前史 .15,机构 .04,未解析 .08。

overlap boundaryThe original 1979 prospect theory and Tversky/Kahneman's 1992 cumulative prospect theory: reference points, the value function, probability weighting, and treating multi-outcome/uncertain choices by cumulative probabilities; do not claim financial markets, policy, or all behavioral economics.

Original Chinese · overlap boundary

1979原始前景理论及Tversky/Kahneman 1992累计前景理论:参照点、价值函数、概率权重与按累积概率处理多结果/不确定选择;不领取金融市场、政策和全部行为经济学。

Evidence gapsThe division of labor between the 1979/1992 authors, data inputs, and the actual predictive increment of the cumulative revision still require original-manuscript archives.

Original Chinese · evidence gaps

1979/1992作者分工、数据输入及累计修订的实际预测增量仍需原稿档案。

Full attribution budget

Every recorded actor remains visible. Share (0–1) retains the ledger’s exact decimal value.

  • 0.34Amos TverskyOriginal Chinese · 阿莫斯·特沃斯基Person
  • 0.34Daniel KahnemanOriginal Chinese · 丹尼尔·卡尼曼Person
  • 0.05Prospect-theory research and manuscript-support teamOriginal Chinese · 前景理论研究与文稿支持团队Team
  • 0.15Predecessors in expected utility, risk choice, and decision theoryOriginal Chinese · 期望效用、风险选择与决策理论前驱Predecessor pool
  • 0.04CASBS, Stanford, and publishing institutionsOriginal Chinese · CASBS、斯坦福与出版机构Institution
  • 0.08Unallocated prospect-theory contributionsOriginal Chinese · 未分配的前景理论贡献Unallocated

Source links

02Research on heuristics, biases, and framing effects in judgment under uncertainty不确定判断的启发式、偏差与框架效应研究OUT-SL1350-1971-1984-HEURISTICS-BIASES-AND-FRAMING

Record year1970s–1980s

Original Chinese · record year

1970年代—1980年代

summaryUsed a series of experiments to show predictable departures in judgment due to simplified heuristics and presentation frames, and provided a testable classification.

Original Chinese · summary

用成组实验显示判断对简化启发式与呈现框架存在可预测偏离,并提供可检验分类。

M rationaleThe joint-paper bibliography confirms representative works on heuristics and framing. M6.3 is assigned for testable psychological mechanisms and a research agenda across tasks; differences in replication, task dependence, and the risk of mistaking description for universal causal prescription all limit M.

Original Chinese · M rationale

共同论文目录确认启发式与框架代表作,按跨任务的可检验心理机制与研究议程取M6.3;复制差异、任务依赖和把描述误作普遍因果处方的风险均限制M。

attribution rationaleTversky .31, Kahneman .31, research execution .07, prior work .16, institutions .04, unresolved .11.

Original Chinese · attribution rationale

Tversky .31,Kahneman .31,研究执行 .07,前史 .16,机构 .04,未解析 .11。

overlap boundaryThe body of joint experiments and discussions on representativeness, availability, anchoring, and framing effects from the 1970s through the 1980s; it excludes prospect theory's formal risk model and does not claim all behavioral economics, policy applications, or successor replications.

Original Chinese · overlap boundary

1970年代至1980年代代表性、可得性、锚定及框架效应的共同实验与论述族;不含前景理论正式风险模型,不领取全部行为经济学、政策应用或后继复制。

Evidence gapsSample sizes, materials, research assistants, and replication boundaries for individual experiments remain unresolved.

Original Chinese · evidence gaps

逐实验样本、材料、研究助理与复制边界未闭合。

Full attribution budget

Every recorded actor remains visible. Share (0–1) retains the ledger’s exact decimal value.

  • 0.31Amos TverskyOriginal Chinese · 阿莫斯·特沃斯基Person
  • 0.31Daniel KahnemanOriginal Chinese · 丹尼尔·卡尼曼Person
  • 0.07Tversky–Kahneman research-assistant and data teamOriginal Chinese · 特沃斯基–卡尼曼研究助理与数据团队Team
  • 0.16Predecessors in judgment, decision, statistics, and bounded rationalityOriginal Chinese · 判断、决策、统计与有限理性前驱Predecessor pool
  • 0.04Unallocated early institutional supportOriginal Chinese · 未分配的早期机构支持Unallocated
  • 0.11Unallocated contributions to heuristics researchOriginal Chinese · 未分配的启发式研究贡献Unallocated

Source links

03A research program on attention allocation, cognitive effort, and visual filtering注意分配、认知努力与视觉过滤研究体系OUT-SL0241-1968-1984-ATTENTION-AND-EFFORT

Record year1968–1984

summaryOrganized a program on attentional resources and effort through physiological indicators and task studies, then tested the cost of visual filtering in collaborative papers of 1983–84 and updated views of attention and automaticity.

Original Chinese · summary

由生理指标和任务研究组织注意资源/努力体系,再以1983–84合作论文检验视觉过滤成本并更新注意与自动化观点。

M rationaleThe sole-authored program and later joint experiments form a continuous, testable family of attention research, estimated at M5.7; dates and authors are corrected using publication catalogues, and M does not change mechanically with the accessibility of the literature.

Original Chinese · M rationale

单著体系与后期共同实验形成连续、可检验的注意研究族,估M5.7;年代与作者按出版目录纠正,M未因文献取得程度机械变化。

attribution rationaleDaniel Kahneman .49; Anne Treisman .08; J. Burkell .02; L. Onuska .01; R. Wolman .01; W. S. Peavler .01; B. Tursky .01; D. Shapiro .01; A. Crider .01; P. Wright .01; R. Ben-Ishai .01; M. Lotan .01; prior work on attention, perception, and cognitive capacity .18; contemporaneous research and original publishing institutions .04; unresolved attribution budget .10. Attribution budgets are revisable research judgments.

Original Chinese · attribution rationale

丹尼尔·卡尼曼 .49;安妮·特里斯曼 .08;J. Burkell .02;L. Onuska .01;R. Wolman .01;W. S. Peavler .01;B. Tursky .01;D. Shapiro .01;A. Crider .01;P. Wright .01;R. Ben-Ishai .01;M. Lotan .01;注意、知觉与认知容量前史 .18;同期研究与原始出版机构 .04;未解析份额 .10。份额为可修订研究判断。

overlap boundaryIncludes the 1968–73 experiments on attention and mental effort, Kahneman's 1973 sole-authored book Attention and Effort, and the 1983–84 papers on visual filtering and conceptions of attention coauthored with Anne Treisman and J. Burkell; it does not mistake Treisman's acknowledgment in the preface for 1973 coauthorship, nor claim her independent theories.

Original Chinese · overlap boundary

计1968–73注意/心理努力实验、1973 Kahneman单著《Attention and Effort》,以及1983–84与Anne Treisman、J. Burkell合作的视觉过滤和注意观念论文;不把Treisman前言致谢误作1973合著,也不领取其独立理论。

Evidence gapsThe book and article texts have not all been read in full; the preface establishes only that Treisman was an intellectual influence, not that she was a 1973 coauthor.

Original Chinese · evidence gaps

专著与论文正文未全部核读;前言仅证明Treisman为知识影响,不证明1973共同作者

Full attribution budget

Every recorded actor remains visible. Share (0–1) retains the ledger’s exact decimal value.

  • .49Daniel KahnemanOriginal Chinese · 丹尼尔·卡尼曼Person
  • .08Anne TreismanOriginal Chinese · 安妮·特里斯曼Person
  • .02J. BurkellPerson
  • .01L. OnuskaPerson
  • .01R. WolmanPerson
  • .01W. S. PeavlerPerson
  • .01B. TurskyPerson
  • .01D. ShapiroPerson
  • .01A. CriderPerson
  • .01P. WrightPerson
  • .01R. Ben-IshaiPerson
  • .01M. LotanPerson
  • .18Prior work on attention, perception, and cognitive capacityOriginal Chinese · 注意、知觉与认知容量前史Predecessor pool
  • .04Contemporaneous research and original publishing institutionsOriginal Chinese · 同期研究与原始出版机构Institution
  • .10Unresolved shareOriginal Chinese · 未解析份额Unallocated

Source links

04The public synthesis text of Thinking, Fast and Slow《Thinking, Fast and Slow》的公众综合文本OUT-SL0241-2011-THINKING-FAST-AND-SLOW-SYNTHESIS

Record year2011

summaryOrganized dispersed research into a unified narrative, illustrations, and a public point of entry.

Original Chinese · summary

把分散研究组织为统一叙事、例证和公众入口。

M rationaleA complete public synthesis book has independent value as a text and vehicle for dissemination, estimated at M5.4; it does not reclaim the theoretical value of the original research, and its scope is limited by risks of simplification, replication disputes, and excessive dichotomization.

Original Chinese · M rationale

完整公众综合著作有独立文本与传播载体价值,估M5.4;它不重新领取原研究的理论价值,且简化、复制争议与过度二分风险限制其范围。

attribution rationaleDaniel Kahneman .48; original research corpus on judgment, attention, and decision-making .24; the book's editorial and publishing team .10; prior work on dual-process thinking and popular science writing .10; unresolved attribution budget .08. Attribution budgets are revisable research judgments.

Original Chinese · attribution rationale

丹尼尔·卡尼曼 .48;判断、注意与决策原始研究语料 .24;原书编辑与出版团队 .10;双加工与大众科学写作前史 .10;未解析份额 .08。份额为可修订研究判断。

overlap boundaryCounts only the new selection, explanation, and dissemination vehicle by which the 2011 book organized research on judgment, attention, and decision-making into a public-readable synthesis; the original knowledge value of heuristics and biases, prospect theory, and attention research remains at the original outcome points.

Original Chinese · overlap boundary

只计2011年该书把判断、注意和决策研究组织成公众可读综合文本的新增选材、解释与传播载体;启发式偏差、前景理论和注意研究的原始知识价值仍在原成果点。

Evidence gapsIt has not been read and checked chapter by chapter, and editorial division of labor and reader effects have not been closed; publisher marketing descriptions do not establish theoretical accuracy or social impact.

Original Chinese · evidence gaps

未逐章核读、未闭合编辑分工和读者效果;出版社营销描述不证明理论准确性或社会影响

Full attribution budget

Every recorded actor remains visible. Share (0–1) retains the ledger’s exact decimal value.

  • .48Daniel KahnemanOriginal Chinese · 丹尼尔·卡尼曼Person
  • .24Original research corpus on judgment, attention, and decision-makingOriginal Chinese · 判断、注意与决策原始研究语料Predecessor pool
  • .10The book's editorial and publishing teamOriginal Chinese · 原书编辑与出版团队Team
  • .10Prior work on dual-process thinking and popular science writingOriginal Chinese · 双加工与大众科学写作前史Predecessor pool
  • .08Unresolved shareOriginal Chinese · 未解析份额Unallocated

Source links

05Experienced utility, experiential well-being, and the Day Reconstruction Method经验效用、经验性福祉与日重构法OUT-SL0241-1997-2006-EXPERIENCED-UTILITY-AND-DAY-RECONSTRUCTION

Record year1997–2006

summaryDistinguished decision utility, momentary experience, and retrospective evaluation, and delivered a survey method for reconstructing episodes of daily life to reduce substitution by a single overall recall.

Original Chinese · summary

区分决策效用、当下经验与回顾评价,并交付重构日常片段的调查方法以减少单次总体回忆的替代。

M rationaleThe conceptual distinctions and implementable survey method constitute an independent measurement outcome spanning theory and research tools, estimated at M6.0; the method still relies on recall, segmentation, and samples and cannot serve as a universal account of happiness or a causal prescription.

Original Chinese · M rationale

概念区分与可实施调查法构成独立测量终态,跨越理论与研究工具,估M6.0;方法仍依赖回忆、分段和样本,不能当普遍幸福或因果处方。

attribution rationaleDaniel Kahneman .24; Peter Wakker .07; Rakesh Sarin .07; Alan Krueger .05; David Schkade .05; Norbert Schwarz .05; Arthur Stone .05; Jason Riis .04; the experienced-utility and Day Reconstruction research team .05; prior work on utility, hedonic psychology, and survey methods .16; Princeton and original publishing institutions .05; unresolved attribution budget .12. Attribution budgets are revisable research judgments.

Original Chinese · attribution rationale

丹尼尔·卡尼曼 .24;彼得·瓦克 .07;拉凯什·萨林 .07;艾伦·克鲁格 .05;戴维·施卡德 .05;诺伯特·施瓦茨 .05;阿瑟·斯通 .05;杰森·里斯 .04;经验效用与日重构研究团队 .05;效用、享乐心理与调查方法前史 .16;普林斯顿与原始出版机构 .05;未解析份额 .12。份额为可修订研究判断。

overlap boundaryCombines the continuous measurement research of the 1997 paper on experienced utility, the 2004 Day Reconstruction Method, and the 2005–06 distinction between experiential and evaluative well-being; it does not treat all happiness research after 2010, policy adoption, or life evaluation as effects of the method.

Original Chinese · overlap boundary

合并1997经验效用论文、2004日重构法和2005–06经验性/评价性福祉区分的连续测量研究;不把2010以后所有幸福研究、政策采用或生活评价当作方法效果。

Evidence gapsThe full texts of the 1997 and 2004 papers, cross-sample validity, and division of development labor have not been closed within this package; the 2010 paper on income and well-being is only a later application and is not separately valued at this outcome point.

Original Chinese · evidence gaps

1997与2004论文全文、跨样本效度及开发分工未在本包闭合;2010收入与福祉论文只作为后续应用,不在本点单独估值

Full attribution budget

Every recorded actor remains visible. Share (0–1) retains the ledger’s exact decimal value.

  • .24Daniel KahnemanOriginal Chinese · 丹尼尔·卡尼曼Person
  • .07Peter WakkerOriginal Chinese · 彼得·瓦克Person
  • .07Rakesh SarinOriginal Chinese · 拉凯什·萨林Person
  • .05Alan KruegerOriginal Chinese · 艾伦·克鲁格Person
  • .05David SchkadeOriginal Chinese · 戴维·施卡德Person
  • .05Norbert SchwarzOriginal Chinese · 诺伯特·施瓦茨Person
  • .05Arthur StoneOriginal Chinese · 阿瑟·斯通Person
  • .04Jason RiisOriginal Chinese · 杰森·里斯Person
  • .05The experienced-utility and Day Reconstruction research teamOriginal Chinese · 经验效用与日重构研究团队Team
  • .16Prior work on utility, hedonic psychology, and survey methodsOriginal Chinese · 效用、享乐心理与调查方法前史Predecessor pool
  • .05Princeton and original publishing institutionsOriginal Chinese · 普林斯顿与原始出版机构Institution
  • .12Unresolved shareOriginal Chinese · 未解析份额Unallocated

Source links

06The synthesis text on judgment variation in Noise《Noise》的判断变异综合文本OUT-SL0241-2021-NOISE-JUDGMENT-VARIABILITY

Record year2021

summaryOrganized cross-context variation in judgment as an independent problem into a synthesis framework usable by public and management readers.

Original Chinese · summary

把跨情境判断变异作为独立问题组织成公众与管理读者可使用的综合框架。

M rationaleThe three authors jointly delivered a synthesis book with a defined subject; its remaining value in the independent text and organization of the problem is estimated at M5.2. At present, only publication information has been checked; empirical strength and intervention effects are not established by marketing descriptions.

Original Chinese · M rationale

三人共同交付了一部主题明确的综合著作,按独立文本与问题组织残余估M5.2;当前只核出版资料,实证强度与干预效果不由营销描述证明。

attribution rationaleDaniel Kahneman .24; Olivier Sibony .24; Cass Sunstein .24; the editorial and publishing team of Noise .08; prior work on judgment reliability, measurement, and decision-making .12; unresolved attribution budget .08. Attribution budgets are revisable research judgments.

Original Chinese · attribution rationale

丹尼尔·卡尼曼 .24;奥利维耶·西博尼 .24;卡斯·桑斯坦 .24;《Noise》编辑与出版团队 .08;判断可靠性、测量与决策前史 .12;未解析份额 .08。份额为可修订研究判断。

overlap boundaryCounts only the organization and explanation in the 2021 text coauthored by the three authors of variation among judgments that ought to be the same; it does not claim improvements in medicine, justice, hiring, or other institutions, nor reclaim general heuristics-and-biases theory.

Original Chinese · overlap boundary

只计2021三人合著文本对本应相同判断间变异的组织与解释;不声称其在医疗、司法、招聘或其他机构已产生改善,也不重领一般启发式偏差理论。

Evidence gapsThe complete book, the division of labor among the three authors, and the cited evidence have not been checked; the benefits, errors, and fairness effects of specific institutional interventions have not been closed.

Original Chinese · evidence gaps

未核读全书、三人分工和所引实证;具体制度干预的收益、错误与公平影响均未闭合

Full attribution budget

Every recorded actor remains visible. Share (0–1) retains the ledger’s exact decimal value.

  • .24Daniel KahnemanOriginal Chinese · 丹尼尔·卡尼曼Person
  • .24Olivier SibonyOriginal Chinese · 奥利维耶·西博尼Person
  • .24Cass SunsteinOriginal Chinese · 卡斯·桑斯坦Person
  • .08The editorial and publishing team of NoiseOriginal Chinese · 《Noise》编辑与出版团队Team
  • .12Prior work on judgment reliability, measurement, and decision-makingOriginal Chinese · 判断可靠性、测量与决策前史Predecessor pool
  • .08Unresolved shareOriginal Chinese · 未解析份额Unallocated

Source links

BOUNDARIES NOT COUNTED

Not included in this score

These subjects are recorded as exclusions and are not silently treated as zero or as part of the included outcomes.

Research on income and experiential/evaluative well-being

收入与经验性/评价性福祉研究

Reason A later application within the experienced-utility and well-being measurement line; the current catalogue is insufficient to establish an independent new method, so M is not duplicated.

Original Chinese reason

属于经验效用与福祉测量路线的后续应用;当前目录不足以证明独立新方法,不另复制M。

Other papers on attention, memory, and collaboration

其他注意、记忆与合作论文

Reason The publication catalogue shows a broader corpus, but no independent principal outcome distinct from the attention program or existing joint outcomes has been obtained.

Original Chinese reason

出版目录显示更广语料,但未取得区别于注意体系或既有联合成果的独立主要终态。

Policy, business, and legal applications

政策、商业与法律应用

Reason Subsequent applications, manipulation, and institutional effects have not yielded an outcome that can be attributed to the individual with clear net boundaries.

Original Chinese reason

后继应用、操纵和制度效果未形成可归个人且净边界清楚的交付。