Toward a FAIR Reproducible Research
| Autor: | Valérie Orozco, Christophe Bontemps |
|---|---|
| Přispěvatelé: | Toulouse School of Economics (TSE), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-École des hautes études en sciences sociales (EHESS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), OROZCO, Valérie |
| Rok vydání: | 2021 |
| Předmět: |
Computer science
Interoperability Reproducible Research [SHS]Humanities and Social Sciences 03 medical and health sciences 0502 economics and business Confidentiality 050207 economics B- ECONOMIE ET FINANCE Publication process FAIR 030304 developmental biology Reusability 0303 health sciences Data collection [QFIN]Quantitative Finance [q-fin] Confidential Data 05 social sciences Research process Data science [QFIN] Quantitative Finance [q-fin] [STAT] Statistics [stat] [STAT]Statistics [stat] Work (electrical) Transparency (graphic) [SHS] Humanities and Social Sciences Trusted Science [STAT.ME]Statistics [stat]/Methodology [stat.ME] |
| Zdroj: | Advances in Contemporary Statistics and Econometrics ISBN: 9783030732486 Advances in Contemporary Statistics and Econometrics Advances in Contemporary Statistics and Econometrics, Springer International Publishing, pp.595-613, 2021, 978-3-030-73248-6. ⟨10.1007/978-3-030-73249-3_30⟩ |
| Popis: | International audience; Two major movements are actively at work to change the way research is done, shared, and reproduced. The first is the reproducible research (RR) approach, which has never been easier to implement given the current availability of tools and DIY manuals. The second is the FAIR (Findable, Accessible, Interoperable, and Reusable) approach, which aims to support the availability and sharing of research materials. We show here that despite the efforts made by researchers to improve the reproducibility of their research, the initial goals of RR remain mostly unmet. There is great demand, both within the scientific community and from the general public, for greater transparency and for trusted published results. As a scientific community, we need to reorganize the diffusion of all materials used in a study and to rethink the publication process. Researchers and journal reviewers should be able to easily use research materials for reproducibility, replicability, or reusability purposes or for exploration of new research paths. Here we present how the research process, from data collection to paper publication, could be reorganized and introduce some already available tools and initiatives. We show that even in cases in which data are confidential, journals and institutions can organize and promote “FAIR-like RR” solutions where not only the published paper but also all related materials can be used by any researcher. |
| Databáze: | OpenAIRE |
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