Nudging Scien is s in o adop ing
Open Science P ac ices
Clemens Lange (Paul Sche e Ins i u e PSI)
Open Science Fai , 16 h Sep embe 2025
© 2025. This wo k is openly licensed ia CC BY 4.0
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
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The expe imen s a he La ge Had on Collide
a CERN a e al eady e y good a Open
Resea ch Da a (ORD).
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Da a Managemen Plans
Findable
Accessible
In e ope able
Re-usable
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e.g.
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Da a Managemen Plans
Findable
Accessible
In e ope able
Re-usable
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✅
✅
✅
✅
e.g.
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Da a Managemen Plans
Findable
Accessible
In e ope able
Re-usable
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✅
✅
✅
✅
“We ollow he CERN and expe imen da a
managemen plans and open da a policies”
e.g.
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
F om Da a o Publica ion
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E en Gene a ion
Recons uc ion
Simula ion
Theo y model
De ec o
Condi ions
Da abase
Expe imen Da a
Rep oducible
In e nal
Documen a ion
P ese ed
Open Access
Open Access
Machine-
Readable
Resul s
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
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This is ac ually bad o he ield.
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
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Why?
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
F om Da a o Publica ion
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E en Gene a ion
Recons uc ion
Simula ion
Theo y model
De ec o
Condi ions
Da abase
Expe imen Da a
Rep oducible
In e nal
Documen a ion
P ese ed
Open Access
Open Access
Machine-
Readable
Resul s
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Closing he Rep oducibili y Gap
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E en Gene a ion
Recons uc ion
Simula ion
Theo y model
De ec o
Condi ions
Da abase
Expe imen Da a
Rep oducible
In e nal
Documen a ion
P ese ed
Open Access
Open Access
Machine-
Readable
Resul s
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Closing he Rep oducibili y Gap
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E en Gene a ion
Recons uc ion
Simula ion
Theo y model
De ec o
Condi ions
Da abase
Expe imen Da a
Rep oducible
In e nal
Documen a ion
P ese ed
Open Access
Open Access
Machine-
Readable
Resul s
Policies
Incen i es
Tooling/So wa e
Skills T aining
In as uc u e
Compe i ion
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Policies
Reali y s. aspi a ional goals
An exis ing policy a oids unnecessa y and
exhaus ing discussions (e.g. CMS+CERN Open
Da a policies → clea ag eemen ) 👍
I s ill needs someone o ac …
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Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Incen i es ( o he Resea che )
In insic:
>Scien i ic in eg i y, e hical esponsibili y
>Con idence in esul s, pe sonal e iciency1
Ex insic:
>P izes/Recogni ion (Swiss Na ional ORD P ize)
>Ca ee ad ancemen , ci a ions2, isibili y
>A oiding nega i e consequences
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1 see T aining 2 see Compe i ion
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
T aining
Should be a he cen e o each
Open Science ini ia i e!
ORD skills = Indus y skills
>So wa e con aine s
>Expe ise in Con inuous
In eg a ion/Deploymen
>Wo k lows
→ Ac i e ield, wo k can ha e impac
beyond academia
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h ps://hs - aining.o g/ aining-cen e /
Do:
>T ain esea che s ea ly on
di ec ly applicable skills
Don’ :
>C ea e ye ano he Gi
cou se
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
T aining
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Analysis P ese a ion Boo camp
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
T aining
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Analysis P ese a ion Boo camp
I can un my code
anywhe e!
My code is doing wha I
hink i should do
I can
ep oduce my
esul s
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
T aining
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Analysis P ese a ion Boo camp
I can un my code
anywhe e!
My code is doing wha I
hink i should do
I can
ep oduce my
esul s
Well- ained (and success ul)
esea che s become
ambassado s and aine s
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Tooling/In as uc u e
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Wha a e incen i es o
esea che s o use you
pla o m?
Fo qui e a while, hey will
jus lose ime…
(Mind also: enginee s ypically 100% on he
p ojec while scien is s help ou wi h a small
ac ion since hey need o ad ance hei
ca ee s → pe o m ac ual esea ch)
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Tooling/In as uc u e
>Use exis ing ooling (also
om o he esea ch
domains), only i needed
de elop own ooling
>T ain scien is s in using
ools and in as uc u e
P o ide suppo
→ Po en ial o make hem
you ad oca es
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Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
Conclusions
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A hand ul o mo i a ed people can make a big di e ence
Facili a e
collabo a ion
be ween pla o m
p o ide s and use s
C ea e ac ionable
policies
T ain esea che s
ea ly on
Make open science
in e es ing and
ewa ding
Use compe i ion o
en o ce policies
Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
SNSF DMP Requi emen s
[…] g an ees a e obliged o make a ailable o he public in an
app op ia e manne he esea ch esul s ob ained wi h he
help o SNSF unding, […]” (see h ps://www.sn .ch/media/
en/lCC pOHZ38Hbg5Y/allg_ eglemen _16_e.pd , A icle 47)
The SNSF a ou s a bo om-up app oach. I p o ides bes
p ac ice guidelines and gi es each scien i ic communi y
su icien lexibili y in de ining and applying i s own
s anda ds. In pa icula , he bes way o managing and
sha ing da a depends on he esea ch ield.
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Clemens Lange — Nudging Scien is s in o Adop ing Open Science P ac ices 16.09.2025
ERC DMP Requi emen s
How o make “ he p ojec da a” FAIR
>SUMMARY: da ase e e ence and name; o igin and expec ed size o he da a gene a ed/
collec ed; da a ypes and o ma s
>FINDABLE: da ase desc ip ion: me ada a, pe sis en and unique iden i ie s e.g., DOI
>ACCESSIBLE: which da a will be made openly a ailable and i some da ase s emain closed,
he easons o no gi ing access; whe e he da a and associa ed me ada a, documen a ion
and code a e deposi ed ( eposi o y?); how he da a can be accessed (a e ele an so wa e
ools/me hods p o ided?
>INTEROPERABLE: which s anda d o ield-speci ic da a and me ada a ocabula ies and
me hods will be used
>INCREASE RE-USE: wha da a will emain e-usable and o how long, is emba go o eseen;
how he da a is licensed; da a quali y assu ance p ocedu es
>RESOURCES: es ima ed cos s o making he p ojec da a open access and po en ial alue
o long- e m da a p ese a ion; p ocedu es o da a backup and eco e y; ans e o
sensi i e da a and secu e s o age in eposi o ies o long e m p ese a ion and cu a ion
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