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Category: Causal inference

Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.

March 20, 2025 Julia Rohrer 15 Comments

Mediation analysis has gotten a lot of flak, including classic titles such as “Yes, but what’s the mechanism? (Don’t expect…

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Posted in: Causal inference, Statistics, Teaching
Inspirational quote: A goal is not always meant to be reached, it often serves simply as something to aim at. Bruce Lee (or maybe somebody else)

Reviewer notes: Avoid any ambiguity about analysis aims

February 17, 2025 Julia Rohrer

For any central statistical analysis that you report in your manuscript, it should be absolutely clear for readers why the…

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Posted in: Causal inference, Reviewer notes, Teaching Filed under: peer review

Reviewer notes: In a randomized experiment, the pre-post differences are not effect estimates

January 22, 2025 Julia Rohrer 4 Comments

Reviewer notes are a new short format with brief explanations of basic ideas that might come in handy during (for…

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Posted in: Causal inference, Reviewer notes, Statistics, Teaching
Funny Bunny/Lotti Karotti

The Hare-Brained Generation: Teen mental health crisis or lacklustre record keeping?

December 10, 2024 Ruben Arslan

In The Anxious Generation, Jon Haidt argues that social media is driving a mental health crisis among teens. It’s a…

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Posted in: Causal inference, Error culture, Measurement Filed under: error culture, mistakes, peer review, social media

Idiographic Approaches in Psychology: Hold your horses

October 28, 2024 Julia Rohrer

There have been persistent calls spurring psychologists to do more “idiographic” research, starting even before Peter Molenaar’s “Manifesto on Psychology…

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Posted in: Causal inference, Statistics
"Figur 4. Vorwärts- und Rückwärts-Beugen"

Let’s do statistics the other way around

August 27, 2024 Julia Rohrer 3 Comments

Summer in Berlin – the perfect time and place to explore the city, take a walk in the Görli, go…

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Posted in: Causal inference, Statistics, Teaching

Sometimes a causal effect is just a causal effect (regardless of how it’s mediated or moderated)

June 26, 2024 Julia Rohrer 1 Comment

TL;DR: Tell your students about the potential outcomes framework. It will have (heterogeneous) causal effects on their understanding of causality…

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Posted in: Causal inference, Statistics, Teaching

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  • Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.
  • Controlling for careless responding requires causal justification
  • Reviewer notes: Avoid any ambiguity about analysis aims
  • Reviewer notes: In a randomized experiment, the pre-post differences are not effect estimates
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  • Julia Rohrer on Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.
  • Dev psych on Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.
  • Julia Rohrer on Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.
  • Klaus Pforr on Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.
  • Julia Rohrer on Reviewer notes: That’s a very nice mediation analysis you have there. It would be a shame if something happened to it.
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