THINK PAIR SHARE 
From your perspective:
Why do you think so few researchers make their data openly available? What would motivate them to share? 
  1. Think for 1 minute
  2. Get together in groups of three and discuss
  3. Present your 1 main motivation and 1 barrier 
Main motivations:
Main barriers:
CONTACT
fecher@hiig.de
elephantinthelab.org
Summer School in Berlin (29 Nov - 1 Dec 2017) - “Impact School: Science Transfer in the 21st century”

10:00-11:00 Arnaud Vaganay, Director of Meta-Lab and BITSS Catalyst

reproducible research = same results with the same protocol and data \cite{Peng_2009}
replicable research = similar results with the same protocol but new data
About the p -value “When a measure becomes a target, it ceases to be a good measure” Goodhart Law
 Solutions proposed:
   1. Research teams need to skill up in statistics and data science.  This can be achieved through training and more heterogeneous teams (division of tasks).
2. Pre-register studies: specify and publish hypotheses beforehand (https://cos.io/prereg/).
3. Better curate workflows (github, OSF etc.)
4. Reflect on what could affect personal judgement
5. Attempt a replication!
Interesting article: ” Why Most Published Research Findings Are False ” \cite{Ioannidis_2005}
 
Problems with replicating research:
- difficult to find funding
- difficult to get published
- BUT: you get a doi if you publish it (citable)

 11:00-11:30 Martin Vetterli, EPFL President

    For universities, open science is important bcause:
- it increases visibility.
- the research is paid by tax payers (public money)
- open science increases quality and efficacy of publications
- there is a larger impact (more people have access to the article)

11:30-12:30 Laurent Gatto, Computational Proteomics Unit, University of Cambridge, UK

Blogpost related to the presentation: https://lgatto.github.io/EPFL-open-science/
Have you ever heard a scientist introducing herself/hisself as a “closed scientist” ? No. So ”when will ‘open science’ become simply ‘science’ ? \cite{Watson_2015}
 What is research ?
Answer : research output= free to access(read) + free to use/re use/mine + free to disseminate(publish) + inclusive
 Open Science should be open as welcoming !
Are you wondering why to work reproducibly ? Here are 5 reasons \cite{Markowetz_2015}
No researchers is too junior to fix science \cite{Tregoning_2017}
« If you want to go fast, go alone. If you want to go far, go together. »
WORKSHOPS