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Maintaining the Integrity of the Scholarly Record: It
Takes a Village!
William Gunn, Director of Scholarly Communication
April 13, 2017
@mrgunn
It takes a village
Librarians
Platforms
Funders
Publishers
Authors
ALS:TDI: Re-tested 70+ drugs from 221 independent
studies 1
➜ 0 reproduced
NINDS: Sponsored replication of 12 spinal cord injury
studies
➜ 2/12 fully reproduced 3
Bayer: Conducted in-house target validation studies
➜ 14/67 reproduced 4
Amgen: Attempted to reproduce 53 “landmark”
oncology publications
➜ 6/53 reproduced 5
Reproducibility Project: Cancer Biology:
Replications of 29 high-impact cancer biology studies
➜ 2/5 replicated, so far6
Publication
Bias
Problems identified
P-hacking
Bad stats
HARKing
Small “N”
Data
Sharing
Potential solutions identified
Negative
data
Unique IDs
Registered
Reports
Bigger “N”
Elsevier is already doing a number of these
Publishing replication studies
Creating a special article type for a replication study
Publishing “data papers” (1,2)
Hosting data
Linking clinical trials to original study registration
Introducing STAR Methods
Partnering to support reproducibility: Reproducibility Initiative, Reproducibility
Project: Cancer Biology, Resource Identification Initiative, Humboldt Advanced
Data & Text Center
Publishing replications & promoting reproducibility
Reproducibility Project: Cancer Biology
Registered Reports
Mandatory replication policy in Energy Economics and Review of Energy
Dynamics
Scientific Checklist in Biochemical Pharmacology
Resource Identification Initiative
CFP in Energy Economics
Linking clinical trials to the trial registrations
Launching journals devoted to Negative Results
Reproducibility Project: Cancer Biology
All registered reports published, 5/29 studies finished
Paper Conclusion Focus of key experiment Replication results
Sirota, M. et al. Sci. Transl. Med. 3, 96ra77 (2011)
Public gene expression data can identify unintuitive uses for
old drugs
Growth of tumours treated with an
anti-ulcer drug
Substantially reproduced
Sugahara, K. N. et al. Science 328, 1031–1035 (2010)
A tumour-penetrating peptide enhances the effects of
cancer drugs
Growth of peptide-treated tumours Not reproduced
Willingham, S. B. et al. Proc. Natl Acad. Sci. USA 109, 6662–6667
(2012)
Blocking contact between CD47 and another protein inhibits
tumour
Growth and metastasis of treated
tumours
Uninterpretable
Delmore, J. E. et al. Cell 146, 904–917 (2011) Blocking a protein sequence damps down pro-cancer genes
Gene expression in treated cells;
growth of treated tumours
Substantially reproduced
Berger, M. F. et al. Nature 485, 502–506 (2012)
Sequencing reveals gene that is frequently mutated in
melanoma and accelerates growth
Tumour formation in cells carrying
mutations
Uninterpretable
http://www.nature.com/news/cancer-reproducibility-project-releases-first-results-1.21304
Registered Reports in 7 Elsevier journals
Cortex Editorial
Drug and Alcohol Dependence Editorial
Human Movement Science Editorial
International Journal of Psychophysiology Editorial
Journal of Research in Personality Editorial
NFS Journal Announcement
The Leadership Quarterly Editorial
Linking clinical trials to publications
Hosting data & promoting reuse
Mendeley Data – Upload and share research data for free
Genomics Data & Data in Brief – Examples of successful data
publication journals
Elsevier Data Search – An index of research data across the web.
But back in the village…
New Negatives in Plant Science was discontinued due to few submissions.
CFP in Information Systems resulted in only two submissions
Less than half of clinical trials are published meaning there’s nothing to link to.
Funders don’t want to fund replication studies
Compliance with checklists isn’t monitored
Data sharing mandates aren’t enforced
And… there’s a persistent perception that publishers don’t want to publish
them.
More on researcher perception of replication
We interviewed 125 researchers to understand the changing appetite for publishing replication studies,
identify drivers and barriers to publication, and explore ways Elsevier can foster trustworthy science. They
said:
“Unless the original study appears to be flawed in some important way, why dedicate the time and
resources to an experimental program which appears to be well executed and well interpreted?”
“Replication studies in my opinion are becoming more and more important, especially since there is a big
pressure from the different journals to only publish new results…The thing that the journals do not want to
do is not to publish work that disproves [prior] work, but work that confirms [prior] work.”
“I think that publishers should explicitly say that replication is a good thing and that papers won't be
rejected on the basis of this”
“It might be a good idea to provide a special type of communication called "replication and verification" as
an avenue of publishing.”
Our messages are clearly not getting out there!
Just as with raising a healthy child, improving the
trustworthiness of research requires everyone to play
a part!
www.mendeley.com
william.gunn@elsevier.com
@mrgunn

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Maintaining the integrity of the scholarly record

  • 1. Maintaining the Integrity of the Scholarly Record: It Takes a Village! William Gunn, Director of Scholarly Communication April 13, 2017 @mrgunn
  • 2. It takes a village Librarians Platforms Funders Publishers Authors
  • 3. ALS:TDI: Re-tested 70+ drugs from 221 independent studies 1 ➜ 0 reproduced NINDS: Sponsored replication of 12 spinal cord injury studies ➜ 2/12 fully reproduced 3 Bayer: Conducted in-house target validation studies ➜ 14/67 reproduced 4 Amgen: Attempted to reproduce 53 “landmark” oncology publications ➜ 6/53 reproduced 5 Reproducibility Project: Cancer Biology: Replications of 29 high-impact cancer biology studies ➜ 2/5 replicated, so far6
  • 6. Elsevier is already doing a number of these Publishing replication studies Creating a special article type for a replication study Publishing “data papers” (1,2) Hosting data Linking clinical trials to original study registration Introducing STAR Methods Partnering to support reproducibility: Reproducibility Initiative, Reproducibility Project: Cancer Biology, Resource Identification Initiative, Humboldt Advanced Data & Text Center
  • 7. Publishing replications & promoting reproducibility Reproducibility Project: Cancer Biology Registered Reports Mandatory replication policy in Energy Economics and Review of Energy Dynamics Scientific Checklist in Biochemical Pharmacology Resource Identification Initiative CFP in Energy Economics Linking clinical trials to the trial registrations Launching journals devoted to Negative Results
  • 8. Reproducibility Project: Cancer Biology All registered reports published, 5/29 studies finished Paper Conclusion Focus of key experiment Replication results Sirota, M. et al. Sci. Transl. Med. 3, 96ra77 (2011) Public gene expression data can identify unintuitive uses for old drugs Growth of tumours treated with an anti-ulcer drug Substantially reproduced Sugahara, K. N. et al. Science 328, 1031–1035 (2010) A tumour-penetrating peptide enhances the effects of cancer drugs Growth of peptide-treated tumours Not reproduced Willingham, S. B. et al. Proc. Natl Acad. Sci. USA 109, 6662–6667 (2012) Blocking contact between CD47 and another protein inhibits tumour Growth and metastasis of treated tumours Uninterpretable Delmore, J. E. et al. Cell 146, 904–917 (2011) Blocking a protein sequence damps down pro-cancer genes Gene expression in treated cells; growth of treated tumours Substantially reproduced Berger, M. F. et al. Nature 485, 502–506 (2012) Sequencing reveals gene that is frequently mutated in melanoma and accelerates growth Tumour formation in cells carrying mutations Uninterpretable http://www.nature.com/news/cancer-reproducibility-project-releases-first-results-1.21304
  • 9. Registered Reports in 7 Elsevier journals Cortex Editorial Drug and Alcohol Dependence Editorial Human Movement Science Editorial International Journal of Psychophysiology Editorial Journal of Research in Personality Editorial NFS Journal Announcement The Leadership Quarterly Editorial
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  • 11. Linking clinical trials to publications
  • 12. Hosting data & promoting reuse Mendeley Data – Upload and share research data for free Genomics Data & Data in Brief – Examples of successful data publication journals Elsevier Data Search – An index of research data across the web.
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  • 16. But back in the village… New Negatives in Plant Science was discontinued due to few submissions. CFP in Information Systems resulted in only two submissions Less than half of clinical trials are published meaning there’s nothing to link to. Funders don’t want to fund replication studies Compliance with checklists isn’t monitored Data sharing mandates aren’t enforced And… there’s a persistent perception that publishers don’t want to publish them.
  • 17. More on researcher perception of replication We interviewed 125 researchers to understand the changing appetite for publishing replication studies, identify drivers and barriers to publication, and explore ways Elsevier can foster trustworthy science. They said: “Unless the original study appears to be flawed in some important way, why dedicate the time and resources to an experimental program which appears to be well executed and well interpreted?” “Replication studies in my opinion are becoming more and more important, especially since there is a big pressure from the different journals to only publish new results…The thing that the journals do not want to do is not to publish work that disproves [prior] work, but work that confirms [prior] work.” “I think that publishers should explicitly say that replication is a good thing and that papers won't be rejected on the basis of this” “It might be a good idea to provide a special type of communication called "replication and verification" as an avenue of publishing.” Our messages are clearly not getting out there!
  • 18. Just as with raising a healthy child, improving the trustworthiness of research requires everyone to play a part!
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Notas do Editor

  1. An old African proverb states that it takes a village to raise a child. The collectivist sentiment in this proverb applies well to the process of building the scholarly record. Just as everyone in a village is responsible for maintaining the integrity of the community as new members enter, so everyone involved in the research community is responsible for ensuring that each new research product is a solid addition to the record. Everyone is doing their part to make sure this is the case & all our children are above average, right?
  2. Elsevier can launch journals, but if no one submits anything because they think the journal will reject it or their peers will look down on them for doing unoriginal work or it’ll just make them look incompetent, then none of our efforts will gain traction.