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NFDI-Neuro Survey Data

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Thomas Wachtler 1b3d9cf51d Add data and scripts		2 tahun lalu
LICENSE	576c5ac833 Initial commit	2 tahun lalu
README.md	1b3d9cf51d Add data and scripts	2 tahun lalu
create_Picture4.R	1b3d9cf51d Add data and scripts	2 tahun lalu
create_Picture_AllSinglePlots_Final.R	1b3d9cf51d Add data and scripts	2 tahun lalu
datacite.yml	1b3d9cf51d Add data and scripts	2 tahun lalu
results-survey197421_alledaten1.csv	1b3d9cf51d Add data and scripts	2 tahun lalu

NFDI-Neuro Survey Data

Survey response data underlying the manuscript

Klingner C, Denker M, Grün S, Hanke M, Oeltze-Jafra S, Ohl FW, Radny J, Rotter S, Scherberger H, Stein A, Wachtler T, Witte OW, Ritter P (2022) "Overcoming the Reproducibility Crisis - Results of the first Community Survey of the German National Research Data Infrastructure for Neuroscience". BioRxiv.

Files:

results-survey197421_alledaten.csv: Response data
create_Picture_AllSinglePlots_Final.R: R script to generate figures of response distributions for individual questions
create_Picture4.R: R script to generate figures of analysis results

(c) Carsten Klingner and the NFDI-Neuro initiative (info@nfdi-neuro.de)

License: Creative Commons Attribution (CC BY) 4.0

datacite.yml
Title	NFDI-Neuro Survey Data
Authors	Klingner,Carsten;Hans Berger Department of Neurology, Jena University Hospital, Germany; Biomagnetic Center, Jena University Hospital, Germany Denker,Michael;Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA-Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany Grün,Sonja;Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA-Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany; Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany Hanke,Michael;Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany Oeltze-Jafra,Steffen;Department of Neurology, Otto von Guericke University Magdeburg, Germany; Peter L. Reichertz Institute for Medical Informatics, Hannover Medical School, Germany Ohl,Frank W.;Leibniz Institute for Neurobiology (LIN), Magdeburg Germany; Center for Behavioral Brain Science (CBBS), Magdeburg Germany Radny,Janina;Bernstein Coordination Site, INM-6 - Forschungszentrum Jülich, Germany; University of Freiburg, Germany Rotter,Stefan;Bernstein Center Freiburg & Faculty of Biology, University of Freiburg, Germany Scherberger,Hansjörg;Deutsches Primatenzentrum GmbH – Leibniz-Institut für Primatenforschung, Göttingen; Faculty of Biology and Psychology, University of Goettingen, Germany Stein,Alexandra;Bernstein Coordination Site, INM-6 - Forschungszentrum Jülich, Germany Wachtler,Thomas;Faculty of Biology, Ludwig-Maximilians-Universität München Witte,Otto W.;Hans Berger Department of Neurology, Jena University Hospital, Germany Ritter,Petra;Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany; Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neurology with Experimental Neurology, Brain Simulation Section, Berlin, Germany; Bernstein Center for Computational Neuroscience Berlin, Berlin, Germany; Einstein Center for Neuroscience Berlin, Berlin, Germany; Einstein Center Digital Future, Berlin, Germany
Description	The lack of reproducibility of research results is a serious problem – known as “the reproducibility crisis”. The German National Research Data Infrastructure (NFDI) initiative implemented by the German Research Foundation (DFG) aims to help overcoming this crisis by developing sustainable solutions for research data management (RDM). NFDI comprises domain specific consortia across all science disciplines. In the field of neuroscience, NFDI Neuroscience (NFDI-Neuro) contributes to the strengthening of systematic and standardized RDM in its research communities. NFDI-Neuro conducted a comprehensive survey amongst the neuroscience community to determine the current needs, challenges, and opinions with respect to RDM. The outcomes of this survey are presented here. The German neuroscience community perceives barriers with respect to RDM and data sharing mainly linked to (1) lack of data and metadata standards, (2) lack of community adopted provenance tracking methods, 3) lack of a privacy preserving research infrastructure for sensitive data (4) lack of RDM literacy and (5) lack of required time and resources for proper RDM. NFDI-Neuro aims to systematically address these barriers by leading and contributing to the development of standards, tools, and infrastructure and by providing training, education and support, as well as additional resources to its research community. The RDM work of NFDI-Neuro is conducted in close collaboration with its partner EBRAINS AISBL, the coordinating entity of the EU Flagship Human Brain Project, and its Research Infrastructure (RI) EBRAINS with more than 4500 registered users and developers from more than 30 countries. While NFDI-Neuro aims to address the national needs, it closely aligns with the international community and the topics of the Digital Europe Program and EU Data Spaces.
License	Creative Commons Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/)
References	Klingner C, Denker M, Grün S, Hanke M, Oeltze-Jafra S, Ohl FW, Radny J, Rotter S, Scherberger H, Stein A, Wachtler T, Witte OW, Ritter P (2022) Overcoming the Reproducibility Crisis - Results of the first Community Survey of the German National Research Data Infrastructure for Neuroscience. BioRxiv. [doi::tba] (IsSupplementTo)
Funding	EU, H2020 Research and Innovation Action grants Human Brain Project SGA2 785907, SGA3 945539, VirtualBrainCloud 82642 EU, European Innovation Council grant PHRASE 101058240 and ERC 683049 Berlin Institute of Health & Foundation Charité Johanna Quandt Excellence Initiative DFG, SFB 1451 (project ID 431549029); SFB 1436 (project ID 425899996); SFB 1315 (project ID 327654276); SFB 936 (project ID 178316478); SFB-TRR 295 (project ID 424778381); SPP Computational Connectomics RI 2073/6-1, RI 2073/10-2, RI 2073/9-1; GRK 2150 (project 269953372) BMBF, 01GQ1905 Helmholtz Metadata Collaboration (HMC) Federal State of Saxony-Anhalt, FKZ: I 88
Keywords	Neuroscience research data infrastructure data sharing metadata provenance linkage lineage repositories research data management survey community
Resource Type	Dataset