O'Donohue / Masuda / Lilienfeld Avoiding Questionable Research Practices in Applied Psychology
Erscheinungsjahr 2022
ISBN: 978-3-031-04968-2
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, 447 Seiten
Reihe: Behavioral Science and Psychology
ISBN: 978-3-031-04968-2
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
The replication crisis in psychology and allied fields has exposed critical flaws in the standard views of research methods, which allow for extensive flexibility in data analysis by investigators and permit the widespread use of QRPs. Chapters examine the intentional use of QRPs such as data fabrication and falsification, along with subtler, unintentional practices such as p-hacking and HARKING (hypothesizing after results are known). Drawing on the growing awareness of these problems, contributors also highlight potential strategies to detect QRPs and minimize their negative impact through open data practices, preregistration of hypotheses and analyses, and adversarial collaborations, in which investigators holding opposing positions on a scientific issue agree to work together on a study in an effort to counteract their respective biases.
Among the topics covered:
- History of controversies in statistics and replication
- Embracing intellectual humility while designing research
- Confirmatory vs. exploratory analyses
-
Publication bias and negative results
- Promoting honest and transparent report writing
Zielgruppe
Graduate
Autoren/Hrsg.
Weitere Infos & Material
1. What are Questionable Research Practices?.- 2. The Logic of Research and Questionable Research Methods.- 3. Heuristics and Biases, Intellectual Humility, and Research Design.- 4. History of Replication Failures in Psychology.- 5. P Hacking.- 6. Methods of Detecting QRPs, Such as p curve Analysis.- 7. Controversies Regarding Null Hypothesis Testing.- 8. HARKING and Confirmatory vs. Exploratory Analyses.- 9. History of Statistical Controversies.- 10. Publication Bias and Negative Results.- 11. Power Analysis and Underpowered Studies.- 12. Controversies in Single Subject Designs.- 13. Ignoring Problematic Psychometrics.- 14. Honest and Transparent Report Writing.- 15. Effect Size Measurement.- 16. Pre-registration Models.- 17. Adversarial Research.- 18. Open Data.- 19. Replication Project.- 20. Summary: Designing, Conducting, and Reporting Research.




