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A flawed paper in management science has been cited more than 6k times (statmodeling.stat.columbia.edu)

715 points by timr · 178 days ago · 374 comments on HN

Article summary

A paper in management science with over 6,000 citations has been found to be flawed, sparking a discussion on the replication crisis in research. The paper's flaws were discovered when a researcher attempted to reproduce its results, but the details of the paper are not available. The discussion revolves around the issues of research misconduct, citation metrics, and the challenges of reproducing results. The incident highlights the need for greater transparency and accountability in research.

Main themes

  • Replication crisis
  • Research misconduct
  • Citation metrics
  • Academic integrity
  • Research transparency

What commenters say

  • The replication crisis is not limited to psychology, but affects all fields and is a validity crisis rather than just a replication crisis.
  • The pressure to publish and the emphasis on citation metrics can lead to research misconduct and the suppression of negative results.
  • A possible solution to the replication crisis is to incentivize replication studies and to make data and methods more transparent and accessible.
  • Some argue that the current system of peer review and citation metrics is broken and that a new approach is needed to promote academic integrity and transparency.
  • Others believe that the problem is not with the system, but with individual researchers who are willing to compromise their integrity for personal gain or convenience.
  • The use of technology, such as AI-powered tools, to detect and prevent research misconduct is seen as a potential solution by some, but others are skeptical of its effectiveness.
  • The replication crisis is also attributed to the lack of incentives for researchers to replicate studies, and the fact that replication studies are often not considered publishable or rewarding.
  • Some commentators argue that the focus on individual researchers' integrity is misguided, and that the root cause of the problem lies in the broader cultural and systemic issues in academia.