A presentation on pre-registering research, which I presented at the University of Leeds event "Beyond open access: how, why and what's next for open research at Leeds?"
2. • Time stamped document detailing your proposed study’s design,
methods and analysis plan
• Submitted to a public registry before data collection
What is pre-registering?
https://www.sciencemag.org/news/2018/09/more-and-more-scientists-are-preregistering-their-studies-should-you
4. Why?
• More robust study planning
• A reminder to your future self
• Increases the transparency of your research:
• Makes clear which hypotheses are pre-planned (confirmatory)
and which are exploratory
• A written record of the initial analysis plan for the study
5. • Can reduce (or at least make transparent) some of these questionable
research practices:
Chambers et al. 2014
Why?
6. • There is a replication crisis in research
• Method sections are often too vague to enable precise replication
Why?
• Increasing transparency will help future replication studies
7. • Open Science Framework preregistration: https://osf.io/prereg/
• Create an OSF account and project page, and then preregister your study
How?
9. • OSF also has a blank template you can populate with community-
made templates, e.g.:
• Qualitative preregistration template (Hartman, Kern, Mellor):
https://osf.io/j7ghv/
• Secondary data preregistration template: https://osf.io/x4gzt/
• fMRI preregistration template: https://osf.io/6juft/
How?
10. • If you’ve created an ethics or grant application, then you
already have a written plan – now you just need to upload
it!
Is this a lot of extra work?
• It may take longer at the beginning, but it will help the
study progress more smoothly
11. • I couldn’t forget what decisions were made, as it was
all right there in my preregistration document
• I felt more confident carrying out my study as I had a set
plan
• Pre-registering my Master’s dissertation helped to speed
up the research process
Benefits I’ve found with pre-registering
12. • Publication format where you submit your introduction, methods and
analysis plan to a journal for peer-review (stage 1)
https://www.cos.io/initiatives/registered-reports
• If accepted, the study will be published regardless of the findings –
as long as it follows the plan (stage 2)
One step further: Registered Reports
13. • More likely to publish null (nonsignificant) results
Benefits of Registered Reports
https://psyarxiv.com/3czyt
Allen & Mehler 2018
0%
10%
20%
30%
40%
50%
60%
70%
Registered Reports Traditional literature
Publication of null results
% of hypotheses not supported
Estimated 5-20% of null findings
Estimated 61% of null findings
14. • You’ll get feedback on your methods and analysis plan BEFORE
you conduct the study
• You know already that your study will be published
• Which could also make the publication process quicker!
Benefits of Registered Reports
• Currently over 250 journals offer the Registered Report format:
• https://www.cos.io/initiatives/registered-reports
Robust study planning, so requires more planning at the beginning of the study but this will help in the long run to make your study go more smoothly
It reminds your future self what exactly have planned, it is much more a recipe to follow
Why is increased transparency needed? This helps increase the trustworthiness of research. There are several questionable research practices researchers can engage in if study is not transparent
The replication crisis refers to a crisis in research which has found that many scientific studies are difficult or impossible to replicate