metascience
Research about research: whether published findings hold up, and what makes a field more or less reliable.
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- NF
Nat Friedman quoted
Their wordsWe know less than we think The replication crisis is not an aberration Many of the things we believe are wrong We are often not even asking the right questions
- 3 years earlier
- AH
Anton Howes quoted
Their wordsBut I’ve become increasingly worried that science’s replication crises might pale in comparison to what happens all the time in history, which is not just a replication crisis but a reproducibility crisis.
↗Age of Invention: Does History have a Replication Crisis?ageofinvention.xyz 1st of 4 in this piece
- 8 months earlier
- SR
Stuart Ritchie quoted
Their wordsWe know how easily these practices can distort the scientific record and give us false-positive, nonsense results.
↗Science isn't storytellingsciencefictions.org 2nd of 5 in this piece
- 3 months earlier
- SR
Stuart Ritchie quoted
Their wordsThe decline effect is the idea that scientific findings get smaller over time. That is, initial findings tend to report effect sizes that then crumble away—sometimes to nothing—with subsequent research.
↗How growth mindset shranksciencefictions.org 2nd of 3 in this piece
- 17 years earlier
- JI
John Ioannidis quoted
Our readingMost claimed research findings are false, and that can be shown rather than merely suspected.
Their wordsIt can be proven that most claimed research findings are false. Here I will examine the key factors that influence this problem
↗Ioannidis, "Why Most Published Research Findings Are False" (PLoS Medicine)journals.plos.org 1st of 6 in this piece
- JI
John Ioannidis quoted
Our readingThe smaller the studies a field runs, the less likely its published findings are to be true.
Their wordsThe smaller the studies conducted in a scientific field, the less likely the research findings are to be true.
↗Ioannidis, "Why Most Published Research Findings Are False" (PLoS Medicine)journals.plos.org 2nd of 6 in this piece
- JI
John Ioannidis quoted
Our readingThe smaller the effects a field studies, the less likely its published findings are to be true.
Their wordsThe smaller the effect sizes in a scientific field, the less likely the research findings are to be true.
↗Ioannidis, "Why Most Published Research Findings Are False" (PLoS Medicine)journals.plos.org 3rd of 6 in this piece
- JI
John Ioannidis quoted
Their wordsThe greater the flexibility in designs, definitions, outcomes, and analytical modes in a scientific field, the less likely the research findings are to be true.
↗Ioannidis, "Why Most Published Research Findings Are False" (PLoS Medicine)journals.plos.org 4th of 6 in this piece
- JI
John Ioannidis quoted
Their wordsThe greater the financial and other interests and prejudices in a scientific field, the less likely the research findings are to be true.
↗Ioannidis, "Why Most Published Research Findings Are False" (PLoS Medicine)journals.plos.org 5th of 6 in this piece
- JI
John Ioannidis quoted
Their wordsThe hotter a scientific field (with more scientific teams involved), the less likely the research findings are to be true.
↗Ioannidis, "Why Most Published Research Findings Are False" (PLoS Medicine)journals.plos.org 6th of 6 in this piece