the need for disruption in science - envisioning the future, cia
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the need for disruption in science
kaitlin thaney@kaythaney ; @mozillascience
envisioning the future
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doing good is part of our code
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traditions last not because they are excellent, but because influential people are averse to change and because of the sheer burdens of
transition to a better state ...
“
“Cass Sunstein
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we’re battling inertia and flawed assumptions.
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we’re locked in old mechanisms.
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“... up to 70% of research from academic labs cannot be reproduced, representing an enormous
waste of money and effort.”- Elizabeth Iorns, Science Exchange
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traditions last not because they are excellent, but because influential people are averse to change and because of the sheer burdens of
transition to a better state ...
“
“Cass Sunstein
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our definition of “knowledge” is evolving.
as are the containers ...
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research cycleidea
experiment
lit review
materials
publish
share resultsretest
analyze
collect data
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blocking pointsidea
experiment
access
attaining materials
publish
share resultsretest
analyze
collect data
(to name a few ...)
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types of informationhypothesis/query
protocolsparameters
content
non-digital “stuff”
articlesproceedings
negative results
analysiscode
datasetsmodels
(added complexity)
prof activitiesmentorship
teaching activities
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3 Gb/year
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how much made available?
* roughly
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Source: Michener, 2006 Ecoinformatics.
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wasted ...$$$time
resource
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Source: Wolkovich et al. GCB 2012.
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our systems are hindering us.
(but there’s hope.)
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existing system is imperfect
we can/need to do better.
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“Altmetrics” generally refers to tracking online attention (esp. social media) data
to try and get an idea of the wider impact of scholarly research.
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?
changing models of authority, community
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rethink how we reward “digital research”
idea
protocolsparameters
content
non-digital “stuff”
articlesproceedings
negative results
analysiscode
datasetsmodels
prof activitiesmentorship
teaching activities
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What Des-Cartes did was a good step. You have added much several ways, &
especially in taking ye colours of thin plates into philosophical consideration.
If I have seen further it is by standing on ye shoulders of Giants.
- Isaac Newton, 1676
“
“
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Source: Piwowar, et al. PLOS.
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core competencies of 21st century research
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think before you (re)invent.design for network effects.
coordination is key.
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design (/teach) for reuse of data / content / code.
learn from open source, where reproducibility is
key.