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28 C.M.Stracke
the scientific knowledge doubles, the access to it remains limited inmost cases. I
agreewith themthatOpenAccess toscientificknowledge isahumanright: Ithas to
be tackledbytheresearcher, researchinstitutions, fundingbodies,publicauthorities
and thewhole society.
2.4.2 Challenges forOpenScience
ThreegeneralchallengesofOpenScienceareidentifiedbyAllenandMehler(2019)
whenpracticingOpenScience:First, the restrictionsonflexibility, second, thecosts
of (additional) time required for Open Science and third, the lack of an incentive
structure.Furthermore,therearemanymorechallengesforOpenScienceatdifferent
levels fromwhich only two examples are selected to highlight the questions to be
addressedandansweredbyOpenScience.
First and at the general level, the opportunity for replication as encouraged and
requestedbyOpenSciencecanalsocauseaconstraintongenerality (Simons,Shoda
&Lindsay,2017).Thatisasubstantialandgenericquestionthatisnoteasytoanswer.
Thesituationin(social)sciencehasslowlyenhancedsincetherhetoricquestioningof
replicationsbySchmidt(2009).Ontheotherhand,Simmons,NelsonandSimonsohn
couldprove thehugeflexibilityof theresearcherwhenanalysingdata,often leading
to unpredictable and non-replicable results (Simmons et al., 2011). Furthermore,
meta-research has shown thatmost studies are still not fulfilling the requirements
andstandardsofOpenScience including theopportunity for replicationevenif they
areclaiming todo it (Nuijten,Hartgerink,vanAssen,Epskamp&Wicherts, 2016).
Second and at the analysis level,OpenScience has to dealwith the same chal-
lenges as traditional research that became evident with the discussion in the year
2017 about the right level for statistical significance: Benjamin et al. (2017) pro-
posed p<0.005 (instead of p<0.05) as a new level for better reproducibility and
more accurate communication. In direct replicas, Lakens et al. (2017) recommend
to avoid the term statistical significance and the use of standardized thresholds for
p-values whereasMcShane, Gal, Gelman, Robert and Tackett (2017) demands to
abandon the importanceof null hypothesis significance testing (NHST) andof sta-
tistical significance and its levels in general. This discussion demonstrates, on the
otherhand,abigadvantageofOpenScience.Researcherscanquicklyreadpreprints
and answer them in the sameway leading to a strong and lively community. Thus,
OpenScienceoffersnewcommunicationchannels thatavoid thewaiting for review
processesand facilitatemoreanddirect responses.
Radical Solutions and Open Science
An Open Approach to Boost Higher Education
- Titel
- Radical Solutions and Open Science
- Untertitel
- An Open Approach to Boost Higher Education
- Herausgeber
- Daniel Burgos
- Verlag
- Springer Open
- Datum
- 2020
- Sprache
- englisch
- Lizenz
- CC BY 4.0
- ISBN
- 978-981-15-4276-3
- Abmessungen
- 16.0 x 24.1 cm
- Seiten
- 200
- Kategorie
- Informatik