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An	Open	Science	Framework	for	Managing	
and	Sharing	Research	Workflows	
David	Mellor	
Journal	and	Funder	Ini1ates	
h5ps://cos.io		|		h5ps://osf.io		|		@OSFramework
Mission:	
	
Increase	the	openness,	integrity,	
and	reproducibility	of	scien1fic	
research.
Strategy:	
	
•  Evidence to encourage change.
•  Training and incentives to embrace
change.
•  Technology to enable change.
Infrastructure
 Metascience
Community
Root	of	the	problem:	
	
Incen1ves	for	individual	success	
are	focused	on	geHng	it	
published,	not	geHng	it	right	
Nosek,	Spies,	&	Motyl,	2012
Problems	in	research	and	publishing:	
Flexibility	in	analysis	
Selec1ve	repor1ng		
Ignoring	nulls	
Lack	of	replica1on	
Sterling,	1959;	Cohen,	1962;	Lykken,	1968;	Tukey,	1969;	Greenwald,	1975;	Meehl,	1978;	
Rosenthal,	1979
Technology to enable change
h5p://osf.io/	
free,	open	source
Collaboration
Documentation
Archiving
Put	data,	materials,	and	code	on	the	
OSF
Manage	access	and	permissions
Version
Control
Registration
Merges Public-
Private
Workflows
Incentives to embrace change
Persistent
Citable
Identifiers
File downloads
Incentives 
for
Openness
File downloads
Forks
Visits
Signals:	Making	Behaviors	Visible	
Promotes	Adop1on
0%
10%
20%
30%
1st Half 2012 2nd Half 2012 1st Half 2013 2nd Half 2013 1st Half 2014 2nd Half 2014 1st Half 2015
PercentageofArticleswithOpenData
Independent Repository, Badge
Independent Repository, No Badge
PSCI Supplement, Badge
PSCI Supplement, No Badge
Independent Website, Badge
Independent Website, No Badge
Personal website, No Badge
Data	Availability	in	Psychological	Science
The	Prereg	Challenge	
$1,000,000	in	prizes	for	researchers	to	publish	the	results	of	
their	preregistered	work.		
Makes	dis1nc1on	between	exploratory	
and	confirmatory	research	more	clear.
Exploratory	research:	
•  Finds	unexpected	trends	
•  Pushes	knowledge	into	new	areas	
•  Results	in	a	testable	hypothesis
Confirmatory	research:	
•  Puts	a	hypothesis	to	the	test	
•  Does	not	allow	data	to	influence	the	hypothesis	
•  Results	are	held	to	the	highest	standard	of	rigor
https://cos.io/prereg
Research	ques1ons	
Data	collec1on	methods	
Variables	
Sta1s1cal	tests	
Outliers	
https://cos.io/prereg
Connecting the workflow
is critical to enabling change
Connects Services
Researchers Use
OpenSesame
OpenSesame
API Docs
https://api.osf.io/v2/docs/
Let	Experts	be	Experts
OSF
Application
Framework
Workflow
Authentication
File Storage
File Rendering
Meta-database
Integrations
Search
SHARE Data
osf.io
OSF
Application
Framework
Workflow
Authentication
File Storage
File Rendering
Meta-database
Integrations
Search
SHARE Data
osf.io
journals
registries
preprint servers
grants management
curation, annotation
peer review services
Let	Experts	be	Experts
Substan1ve	experts		
shouldn’t	have	to	deal	with…	
•  Workflow integration
•  Authentication
•  Permissions
•  File storage
•  File rendering
•  Database
•  Metadata/Annotations/Commenting
•  Persistence
•  External service integrations
•  Search
•  SHARE Data
Substan1ve	experts		
should	focus	on…	
•  Defining community standards
•  Changing community values and incentives
•  Determining specific community requirements
•  Doing scholarship
Society-branded	Preprint	Servers
OSF	for	InsJtuJons
Thank you!
David Mellor, david@cos.io
Find me online: https://osf.io/qthsf/
Find this presentation:
https://osf.io/6zcw6

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Mellor OSF for Managing and Sharing Research Workflows