Cogn Sci February 2021 PMID 33619738

Individual Differences in Reward-Based Learning Predict Fluid Reasoning Abilities.

Andrea Stocco, Chantel S Prat, Lauren K Graham

Mentions

30
Peak: 6 in Mar 2021
across 5 sources since Feb 2021

Extended reach

31,089
potential audience

Total likes

32

Video views

119

Mentions per month

Feb 2021 – May 2025

Where it's discussed

  • News20 articles
  • X / Twitter6 posts
  • YouTube2 videos
  • Facebook1 posts
  • Blogs1 articles

AI synopsis

What people are saying

Overall, discussions reflect an engaged audience that recognizes the research's relevance, citing phrases like 'predicts fluid reasoning abilities' and mentioning neuroscientific elements; the tone is analytical but also optimistic about future implications, highlighting the connection between reward systems and reasoning skills.

AgreementModerate agreement

Many discussions acknowledge the importance of the study, with some expressing agreement on the link between reward-based learning and fluid reasoning, while others are cautiously optimistic.

InterestModerate interest

Posts show moderate curiosity, with some emphasizing the potential applications and scientific significance of understanding neural circuits involved in reasoning.

EngagementModerate engagement

Participants reference specific research concepts like reward processing and neural circuits, indicating a moderate level of reflection and analytical engagement.

ImpactModerate impact

The discussions hint at the study's potential influence on cognitive science and neuroscientific approaches to reasoning and learning, suggesting a perceived meaningful impact.

Abstract in brief

  • The study shows that performance on fluid reasoning tasks like the Ravens Advanced Progressive Matrices (RAPM) is linked to the ability to shift attention based on self-generated feedback, which involves the basal ganglia.
  • A neurocomputational model was created to test this idea, leading to predictions about both brain activity and behavior, which were supported by neuroimaging and behavioral experiments.
  • The findings suggest that individual differences in fluid reasoning skills are connected to neural circuits involved in reward processing and cognitive control, particularly within the basal ganglia.

Top posts

Most liked on X and Bluesky
Fuji3@retired
@Fuji3_R6 · X

【今日の一言】頭のいい人は”間違いに気づく”のが上手い? ワシントン大学、RAMPというテストで流動性知性や短期記憶力を測り、問題解決能力の高い人の共通点を調査 ■結果 問題解決能力が高い人は、最高の選択肢を発見する能力よりも「間違った選択肢に気づく能力」が高い https://t.co/wCkH7Wlu5l

May 4, 2021 · 20 likes · 2 shares · 3,544 followers View post →
Lancashire Psychology
@UCLanPsychology · X

An interesting piece on the role of incorrect solutions in deriving the correct answers https://t.co/n4A8UUrC3v

Mar 23, 2021 · 2 likes · 3,177 followers View post →
Rechele Brooks
@RecheleBrooks · X

Just read press release, now looking forward to article on problem solving by Stocco, Prat & Graham @TheRealDrDre2 @ChantelPratPhD & https://t.co/aOOxBpEcwV

Mar 8, 2021 · 2 likes · 261 followers View post →
Greg Ashman
@greg_ashman · X

Individual Differences in Reward‐Based Learning Predict Fluid Reasoning Abilities - Stocco - 2021 - Cognitive Science - Wiley Online Library https://t.co/s8o9EeoUCF

Mar 3, 2021 · 23,182 followers View post →
EllieN
@sirokurop · X

RT @Fuji3_R6: 【今日の一言】頭のいい人は”間違いに気づく”のが上手い? ワシントン大学、RAMPというテストで流動性知性や短期記憶力を測り、問題解決能力の高い人の共通点を調査 ■結果 問題解決能力が高い人は、最高の選択肢を発見する能力よりも「間違った選択肢に気づ…

May 4, 2021 · 2 shares · 420 followers View post →
jmankin
@jmankin · X

New post: "Individual Differences in Reward-Based Learning Predict Fluid Reasoning Abilities" https://t.co/uqsowycPrd

Feb 24, 2021 · 159 followers View post →

All mentions

EllieN
@sirokurop · X

RT @Fuji3_R6: 【今日の一言】頭のいい人は”間違いに気づく”のが上手い? ワシントン大学、RAMPというテストで流動性知性や短期記憶力を測り、問題解決能力の高い人の共通点を調査 ■結果 問題解決能力が高い人は、最高の選択肢を発見する能力よりも「間違った選択肢に気づ…

May 4, 2021 · 2 shares · 420 followers View post →
Fuji3@retired
@Fuji3_R6 · X

【今日の一言】頭のいい人は”間違いに気づく”のが上手い? ワシントン大学、RAMPというテストで流動性知性や短期記憶力を測り、問題解決能力の高い人の共通点を調査 ■結果 問題解決能力が高い人は、最高の選択肢を発見する能力よりも「間違った選択肢に気づく能力」が高い https://t.co/wCkH7Wlu5l

May 4, 2021 · 20 likes · 2 shares · 3,544 followers View post →
Lancashire Psychology
@UCLanPsychology · X

An interesting piece on the role of incorrect solutions in deriving the correct answers https://t.co/n4A8UUrC3v

Mar 23, 2021 · 2 likes · 3,177 followers View post →
Rechele Brooks
@RecheleBrooks · X

Just read press release, now looking forward to article on problem solving by Stocco, Prat & Graham @TheRealDrDre2 @ChantelPratPhD & https://t.co/aOOxBpEcwV

Mar 8, 2021 · 2 likes · 261 followers View post →
Greg Ashman
@greg_ashman · X

Individual Differences in Reward‐Based Learning Predict Fluid Reasoning Abilities - Stocco - 2021 - Cognitive Science - Wiley Online Library https://t.co/s8o9EeoUCF

Mar 3, 2021 · 23,182 followers View post →
jmankin
@jmankin · X

New post: "Individual Differences in Reward-Based Learning Predict Fluid Reasoning Abilities" https://t.co/uqsowycPrd

Feb 24, 2021 · 159 followers View post →
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