Book contents
- The Trajectory of Discovery
- Reviews
- The Trajectory of Discovery
- Copyright page
- Dedication
- Contents
- Figures
- Acknowledgments
- Introduction
- Section 1 Incentives, Context, and Capital
- Chapter 1 Citations as Currency
- Chapter 2 Hacking Statistics
- Chapter 3 The Allure of Prizes
- Chapter 4 Streetlight Effects
- Chapter 5 Patented and Regulated Progress
- Chapter 6 Teams and Diversity
- Section 2 The Financial Determinants of Discovery
- Section 3 Bending the Arc
- Section 4 Reflecting on the Trajectory
- References
- Index
Chapter 2 - Hacking Statistics
How Can Misrepresenting Statistics Lead Us Down Wrong Paths?
from Section 1 - Incentives, Context, and Capital
Published online by Cambridge University Press: 06 April 2023
- The Trajectory of Discovery
- Reviews
- The Trajectory of Discovery
- Copyright page
- Dedication
- Contents
- Figures
- Acknowledgments
- Introduction
- Section 1 Incentives, Context, and Capital
- Chapter 1 Citations as Currency
- Chapter 2 Hacking Statistics
- Chapter 3 The Allure of Prizes
- Chapter 4 Streetlight Effects
- Chapter 5 Patented and Regulated Progress
- Chapter 6 Teams and Diversity
- Section 2 The Financial Determinants of Discovery
- Section 3 Bending the Arc
- Section 4 Reflecting on the Trajectory
- References
- Index
Summary
The p-value is a statistical term used in medical research to suggests whether a result might be statistically significant or not. But despite the p-value being an "objective" measure of statistical probability, it has introduced a new concern in research, namely p-hacking. P-hacking is a type of bias where researchers collect or select data until nonsignificant results become significant. It also happens when researchers try a multitude of statistical analyses and cherry-pick those with significant results. Researchers do this because there is a strong incentive to publish significant results, since evidence suggests that journals prefer to publish significant results over non-significant ones. Chapter 2 is thus concerned with how p-hacking and other types of statistical hacking can negatively affect medical science.
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- The Trajectory of DiscoveryWhat Determines the Rate and Direction of Medical Progress?, pp. 16 - 18Publisher: Cambridge University PressPrint publication year: 2023