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Practical Benefits (and Some
Annoyances) of Sharing Data
Daniel Lakens
Human-Technology Interaction Group
Eindhoven University of Technology
Archie
• Internal solution
• Data stored 7 years
• Researchers can
upload, but not
modify, research data
• Limited meta-data
(sample size, age
youngest participant,
description of files)
Archie is an Integrated
(Internal)Solution
1
•Submit Proposal to Ethical Board
2
•Get OK, Perform Study
3
•Upload Data & Materials
I still haven’t uploaded the
data, even though if I do, I get
the participant payment
money back (I advanced the
money). It interesting that
300-500 euro’s is not enough
to get the typical researcher to
hurry up with paperwork, or
uploading data.
External Solution
• I do always upload data to an external solution
(the Open Science Framework) before I submit
an article. That’s a much better motivation
than money.
External Solution
Sharing Data is Useful
• I recently co-edited a special issue on
replications. One author of the original
replicated work argued online the replication
study was flawed due to a ceiling effect.
• All the data from the replication was online (as
part of the special issue). The original
researcher also made her data available.
• 5 researchers performed ‘post-publication
peer review’ using the raw data.
The Bright Future: Better Meta-Data
• Having access to data for re-analysis is great.
But what we want is:
– Online databases which store relevant data for as
the sample size, effect size, test statistics
– This allows us to meta-analytically evaluate
research lines.
• A new initiative CurateScience.org is doing this
Main Team
Thanks for Your Attention
Daniel Lakens
Human-Technology Interaction Group
Eindhoven University of Technology

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[3.4] Practical Benefits and Annoyences of Sharing Data - Daniël Lakens [3TU.Datacentrum Symposium 2014, Eindhoven]

  • 1. Practical Benefits (and Some Annoyances) of Sharing Data Daniel Lakens Human-Technology Interaction Group Eindhoven University of Technology
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Archie • Internal solution • Data stored 7 years • Researchers can upload, but not modify, research data • Limited meta-data (sample size, age youngest participant, description of files)
  • 7. Archie is an Integrated (Internal)Solution 1 •Submit Proposal to Ethical Board 2 •Get OK, Perform Study 3 •Upload Data & Materials
  • 8. I still haven’t uploaded the data, even though if I do, I get the participant payment money back (I advanced the money). It interesting that 300-500 euro’s is not enough to get the typical researcher to hurry up with paperwork, or uploading data.
  • 9. External Solution • I do always upload data to an external solution (the Open Science Framework) before I submit an article. That’s a much better motivation than money.
  • 11. Sharing Data is Useful • I recently co-edited a special issue on replications. One author of the original replicated work argued online the replication study was flawed due to a ceiling effect. • All the data from the replication was online (as part of the special issue). The original researcher also made her data available. • 5 researchers performed ‘post-publication peer review’ using the raw data.
  • 12.
  • 13. The Bright Future: Better Meta-Data • Having access to data for re-analysis is great. But what we want is: – Online databases which store relevant data for as the sample size, effect size, test statistics – This allows us to meta-analytically evaluate research lines. • A new initiative CurateScience.org is doing this
  • 15.
  • 16.
  • 17.
  • 18. Thanks for Your Attention Daniel Lakens Human-Technology Interaction Group Eindhoven University of Technology