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Mar 10, 2025
acx
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9 min 1,333 words 372 comments 211 likes podcast (10 min)
Scott analyzes poor NAEP test scores and explores whether COVID school closures, systemic changes in education standards, or other factors are responsible for the decline. Longer summary
Scott examines the recent poor results of the NAEP standardized test scores and reflects on his previous prediction that COVID school closures wouldn't cause long-term learning losses. Looking at the data, he notes that the downward trend started before COVID, and states with different school closure policies showed similar results. He explores several possible explanations, including systemic changes like lowered academic standards and increased absenteeism post-COVID. The post analyzes various graphs showing different aspects of the learning decline, though the data presents some contradictions. Scott concludes by standing by his original advice to individual parents while suggesting the current problems may be more systemic than individual. Shorter summary
Apr 22, 2015
ssc
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12 min 1,709 words 254 comments
The post deconstructs a growth mindset study, revealing that its positive claims in the abstract are not supported by the actual data, demonstrating the importance of critical analysis of scientific papers. Longer summary
The post critically analyzes a study on growth mindset interventions, revealing that the abstract's positive claims are not supported by the actual data. The author demonstrates how the study's results, when examined closely, show little to no effect of growth mindset interventions on students' academic performance. The post highlights the importance of reading beyond abstracts and titles, and critically examining scientific papers, especially in popular fields where publication bias may exist. The author uses this example to illustrate how careful analysis can reveal contradictions between a study's stated conclusions and its actual findings. Shorter summary
Apr 08, 2015
ssc
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35 min 5,343 words 269 comments
Scott Alexander critically examines the concept of growth mindset, expressing skepticism despite compelling studies and discussing various issues with the theory and its interpretation. Longer summary
Scott Alexander examines the concept of growth mindset, expressing skepticism despite compelling studies. He discusses the history of growth mindset research, points out inconsistencies in longitudinal data, and questions the interpretation of experimental results. Scott also criticizes how some proponents use growth mindset to deny the importance of innate ability. While acknowledging the potential benefits of growth mindset, he remains uncertain about its real-world effects and long-term impact. Shorter summary
Mar 11, 2015
ssc
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7 min 941 words 187 comments
Scott Alexander critiques psychological studies claiming large effects from simple interventions, suggesting their impressive results may be due to flawed research rather than genuinely effective treatments. Longer summary
Scott Alexander examines three psychological studies that claim significant improvements in academic performance and behavior from simple interventions. He contrasts these with a large, expensive early intervention program for troubled youth that showed only modest effects. This leads him to question whether psychological research is flawed or if other interventions are ineffective. After closer examination, he finds potential issues with each study's methodology or reporting, suggesting that the impressive results may be due to poor research standards rather than genuinely effective interventions. He concludes by comparing this situation to an XKCD comic about economic theories, implying that if these psychological interventions truly worked as claimed, we would see much more significant improvements in education, rehabilitation, and mental health. Shorter summary
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