Quick answer Is there any way to reduce the illusion of causality? Yes. Matute and colleagues (2015) describe that one needs to test what happens when the cause is absent, to observe equivalent numbers of cases with and without the cause, and to be sceptical of chance coincidences. Matute's research (1996) also showed that when participants were asked to assess their level of control instead of trying to achieve an outcome, they recognised the independence between action and outcome.
From the article “Why Drawing Your Own Hexagram or Picking Your Own Numbers Feels More Trustworthy: The Illusion of Control”
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