# Reducing the causal illusion: a question of motivation or of information?

**Authors:** Aranzazu Vinas, Fernando Blanco, Helena Matute

PMC · DOI: 10.1098/rsos.250082 · 2025-06-18

## TL;DR

The study investigates whether motivation or information is more effective in reducing the causal illusion, a cognitive bias that leads people to wrongly believe one event causes another.

## Contribution

The study identifies that debiasing instructions, rather than financial incentives, effectively reduce the causal illusion.

## Key findings

- Financial incentives did not effectively reduce the causal illusion.
- Debiasing instructions successfully reduced the causal illusion in high-illusion conditions.

## Abstract

The causal illusion is a cognitive bias that involves believing that one event causes another when it does not. It has negative consequences in different spheres of life, including health. Therefore, diverse interventions have been designed to reduce it. The more common ones are educational interventions. These include different elements related to improving both, motivation and information. We wanted to explore which of the two factors was more important for their effectiveness. We first used financial incentives to promote motivation (experiments 1a and 1b), but did not find them effective. Second, we used debiasing instructions about what has to be done to infer the causal relationship between two events accurately. This effectively reduced the causal illusion when the circumstances were in place for the illusion to be high (experiment 2). We discuss the results and their theoretical and practical implications.

## Full-text entities

- **Diseases:** dementia (MESH:D003704), depressive symptoms (MESH:D003866), anxiety (MESH:D001007), Lindsay Syndrome (MESH:D013577), ) disease (MESH:D004194)
- **Chemicals:** pseudomedicine (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12173491/full.md

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Source: https://tomesphere.com/paper/PMC12173491