心理学
叙述的
归属
社会心理学
自然(考古学)
认知心理学
人际交往
集合(抽象数据类型)
框架(结构)
能力(人力资源)
估价(财务)
观察学习
功能(生物学)
归因偏差
体验式学习
规范性
认知
考试(生物学)
自然实验
偏爱
启发式
人际关系
领域(数学)
好奇心
作者
Nuria Tolsá-Caballero,Chia‐Jung Tsay
摘要
Prior research shows that how people interpret their own achievements-whether stemming from effort or natural talent-influences their motivation. Yet little is known about whether attributions for others' achievements shape observers' motivation and performance. Across five studies, we investigate the effects of attributions about the achievements of experts on learners. Studies 1-3 test the motivational impact of effort versus natural talent narratives-stories portraying achievements as driven by hard work or innate ability-using complementary approaches: an observational analysis of "Rate My Professors," the largest publicly available data set of teaching evaluations (N = 1,227); a preregistered lab experiment (N = 791); and a meta-analysis of 12 additional replication experiments (N = 3,563). Effort narratives enhanced learners' self-efficacy and valuation of effort, yielding better learning outcomes. Studies 4 and 5 tested whether effort narratives about experts outperform narratives without attributional cues and whether this advantage varies as a function of expertise level. In Study 4, a large randomized field experiment with Guatemalan high school students (N = 27,791), effort narratives about experts improved learning outcomes relative to no-cue narratives. The results of Study 5, a preregistered lab experiment (N = 1,576), suggest that effort narratives may particularly benefit learners who, in the absence of cues, default to natural talent explanations-a common pattern among participants. The advantages of effort versus no-cue narratives did not extend to peer role models, and among experts, differences in accomplishment did not moderate the effect. Together, our findings extend attribution theories of motivation into the interpersonal domain and suggest that framing experts' achievements as effort-based can be a powerful, low-cost tool to boost motivation and performance. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
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