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Radical Solutions and Open Science - An Open Approach to Boost Higher Education
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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.
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Radical Solutions and Open Science An Open Approach to Boost Higher Education
Title
Radical Solutions and Open Science
Subtitle
An Open Approach to Boost Higher Education
Editor
Daniel Burgos
Publisher
Springer Open
Date
2020
Language
English
License
CC BY 4.0
ISBN
978-981-15-4276-3
Size
16.0 x 24.1 cm
Pages
200
Category
Informatik
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