Nature Study: Causal Overclaiming is Widespread and Increasing in Social Sciences
KordingLab · x · 2026-09-01
A study published in Nature Human Behaviour investigates the prevalence and impact of overreaching causal claims in the social sciences using large language models and experimental methods.
Key Findings:
- These overclaims are common and are increasing over time.
- They affect readers' interpretation, impacting both humans and large language models.
The research quantifies a long-standing critique regarding the exaggeration of causal relationships in research lacking sufficient evidence.
Related event: Causal Overclaiming in Social Science Is Rising, Nature Study Finds(2 posts)→
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