Où sont les données de la recherche ? : Essai de cartographie

Auteur/Author : Cécile Delay-Artous

La question émergente en France des données de la recherche se situe dans un cadre institutionnel foisonnant mais rigide, délicat à cerner. La recherche est aussi financée et évaluée au niveau européen.

Cette organisation nationale et européenne se double d’un aspect international inhérent à la recherche et aux échanges d’informations rapides et répétés, accélérés par le développement d’Internet.

Le labyrinthe institutionnel franco-européen se superpose ainsi avec le millefeuille international et disciplinaire du monde de la recherche. Enfin, la proximité de deux mouvements qui ne sont pourtant pas synonyme, l’Open Access et l’Open Data, vient encore troubler la compréhension de ce panorama.

Il n’est donc pas aisé de comprendre les rôles de chacun des acteurs quant aux données de la recherche. C’est à une clarification de ce paysage que nous nous proposons de participer, en initiant une cartographie des initiatives et acteurs visibles en France concernant les données des sciences humaines et sociales.

URL : https://halshs.archives-ouvertes.fr/halshs-01369745

Badges to Acknowledge Open Practices: A Simple, Low-Cost, Effective Method for Increasing Transparency

Authors : Mallory C. Kidwell, Ljiljana B. Lazarević, Erica Baranski, Tom E. Hardwicke, Sarah Piechowski, Lina-Sophia Falkenberg, Curtis Kennett, Agnieszka Slowik, Carina Sonnleitner, Chelsey Hess-Holden, Timothy M. Errington, Susann Fiedler, Brian A. Nosek

Beginning January 2014, Psychological Science gave authors the opportunity to signal open data and materials if they qualified for badges that accompanied published articles. Before badges, less than 3% of Psychological Science articles reported open data.

After badges, 23% reported open data, with an accelerating trend; 39% reported open data in the first half of 2015, an increase of more than an order of magnitude from baseline. There was no change over time in the low rates of data sharing among comparison journals.

Moreover, reporting openness does not guarantee openness. When badges were earned, reportedly available data were more likely to be actually available, correct, usable, and complete than when badges were not earned.

Open materials also increased to a weaker degree, and there was more variability among comparison journals. Badges are simple, effective signals to promote open practices and improve preservation of data and materials by using independent repositories.

URL : Badges to Acknowledge Open Practices: A Simple, Low-Cost, Effective Method for Increasing Transparency

DOI : http://dx.doi.org/10.1371/journal.pbio.1002456

State of the art report on open access publishing of research data in the humanities

Auteurs/Authors : Stefan Buddenbohm, Nathanael Cretin, Elly Dijk, Bertrand Gai e, Maaike De Jong, Jean-Luc Minel, Blandine Nouvel

Publishing research data as open data is not yet common practice for researchers in the arts and humanities, and lags behind other scientific fields, such as the natural sciences. Moreover, even when humanities researchers publish their data in repositories and archives, these data are often hard to find and use by other researchers in the field.

The goal of Work Package 7 of the the HaS (Humanities at Scale) DARIAH project is to develop an open humanities data platform for the humanities. Work in task 7.1 is a joint effort of Data Archiving and Networked Services (DANS), Centre National de la Recherche Scientifique (CNRS) and the University of Göttingen – State and University Library (UGOE-SUB).

This report gives an overview of the various aspects that are connected to open access publishing of research data in the humanities. After the introduction, where we give definitions of key concepts, we describe the research data life cycle.

We present an overview of the different stakeholders involved and we look into advantages and obstacles for researchers to share research data. Furthermore, a description of the European data repositories is given, followed by certification standards of trusted digital data repositories.

The possibility of data citation is important for sharing open data and is also described in this report. We also discuss the standards and use of metadata in the humanities. Finally, we discuss best practice example of open access research data system in the humanities: the French open research data ecosystem.

With this report we provide information and guidance on open access publishing of humanities research data for researchers. The report is the result of a desk study towards the current state of open access research data and the specific challenges for humanities. It will serve as input for Task 7.2., which will deliver a design and sustainability plan for an open humanities data platform, and for Task 7.3, which will deliver this platform.

URL : https://halshs.archives-ouvertes.fr/halshs-01357208

Sharing data increases citations

Authors: Thea Marie Drachen, Ole Ellegaard, Asger Væring Larsen, Søren Bertil Fabricius Dorch

This paper presents some indications to the existence of a citation advantage related to sharing data using astrophysics as a case. Through bibliometric analyses we find a citation advantage for astrophysical papers in core journals.

The advantage arises as indexed papers are associated with data by bibliographical links, and consists of papers receiving on average significantly more citations per paper per year, than do papers not associated with links to data.

DOI : https://www.liberquarterly.eu/article/10.18352/lq.10149/

Discovery and Reuse of Open Datasets: An Exploratory Study

Authors : Sara Mannheimer, Leila Belle Sterman, Susan Borda


This article analyzes twenty cited or downloaded datasets and the repositories that house them, in order to produce insights that can be used by academic libraries to encourage discovery and reuse of research data in institutional repositories.


Using Thomson Reuters’ Data Citation Index and repository download statistics, we identified twenty cited/downloaded datasets. We documented the characteristics of the cited/downloaded datasets and their corresponding repositories in a self-designed rubric.

The rubric includes six major categories: basic information; funding agency and journal information; linking and sharing; factors to encourage reuse; repository characteristics; and data description.


Our small-scale study suggests that cited/downloaded datasets generally comply with basic recommendations for facilitating reuse: data are documented well; formatted for use with a variety of software; and shared in established, open access repositories.

Three significant factors also appear to contribute to dataset discovery: publishing in discipline-specific repositories; indexing in more than one location on the web; and using persistent identifiers.

The cited/downloaded datasets in our analysis came from a few specific disciplines, and tended to be funded by agencies with data publication mandates.


The results of this exploratory research provide insights that can inform academic librarians as they work to encourage discovery and reuse of institutional datasets.

Our analysis also suggests areas in which academic librarians can target open data advocacy in their communities in order to begin to build open data success stories that will fuel future advocacy efforts.

URL : Discovery and Reuse of Open Datasets: An Exploratory Study

DOI : http://dx.doi.org/10.7191/jeslib.2016.1091

The Journal Article as a Means to Share Data: a Content Analysis of Supplementary Materials from Two Disciplines

Authors : Jeremy Kenyon, Nancy Sprague, Edward Flathers


The practice of publishing supplementary materials with journal articles is becoming increasingly prevalent across the sciences.

We sought to understand better the content of these materials by investigating the differences between the supplementary materials published by authors in the geosciences and plant sciences.


We conducted a random stratified sampling of four articles from each of 30 journals published in 2013. In total, we examined 297 supplementary data files for a range of different factors.


We identified many similarities between the practices of authors in the two fields, including the formats used (Word documents, Excel spreadsheets, PDFs) and the small size of the files.

There were differences identified in the content of the supplementary materials: the geology materials contained more maps and machine-readable data; the plant science materials included much more tabular data and multimedia content.


Our results suggest that the data shared through supplementary files in these fields may not lend itself to reuse. Code and related scripts are not often shared, nor is much ‘raw’ data. Instead, the files often contain summary data, modified for human reading and use.


Given these and other differences, our results suggest implications for publishers, librarians, and authors, and may require shifts in behavior if effective data sharing is to be realized.

URL : The Journal Article as a Means to Share Data: a Content Analysis of Supplementary Materials from Two Disciplines

DOI : http://doi.org/10.7710/2162-3309.2112

Research data management in social sciences and humanities: A survey at the University of Lille (France)

Authors : Joachim Schöpfel, Hélène Prost

The paper presents results from a campus-wide survey at the University of Lille (France) on research data management in social sciences and humanities.

The survey received 270 responses, equivalent to 15% of the whole sample of scientists, scholars, PhD students, administrative and technical staff (research management, technical support services); all disciplines were represented.

The responses show a wide variety of practice and usage. The results are discussed regarding job status and disciplines and compared to other surveys. Four groups can be distinguished, i.e. pioneers (20-25%), motivated (25-30%), unaware (30%) and reluctant (5-10%).

Finally, the next steps to improve the research data management on the campus are presented.

URL : Research data management in social sciences and humanities: A survey at the University of Lille (France)

Alternative location : http://libreas.eu/ausgabe29/09schoepfel/