Social sciences and humanities research data and metadata: A perspective from thematic data repositories

This paper studies research data repositories in the social sciences and humanities (SSH), from the Registry of Research Data Repositories ( re3data ), paying particular attention to metadata models used to describe the datasets included in them. 397 repositories are reviewed at the general level, including those of a multidisciplinary nature. We discuss and reflect on the special features of research data in these disciplines, and on coverage and information collected by re3data . The metadata schemas and standards most commonly used in SSH repositories are analyzed, with special emphasis on the six main repositories.

[1]  Dieter Van Uytvanck,et al.  Semantic metadata mapping in practice: the Virtual Language Observatory , 2012, LREC.

[2]  Alberto Pepe,et al.  How Do Astronomers Share Data? Reliability and Persistence of Datasets Linked in AAS Publications and a Qualitative Study of Data Practices among US Astronomers , 2014, PloS one.

[3]  Youngseek Kim,et al.  Institutional and individual factors affecting scientists' data‐sharing behaviors: A multilevel analysis , 2016, J. Assoc. Inf. Sci. Technol..

[4]  J. D. McNeil Chapter II , 1997 .

[5]  Elizabeth D. Dalton,et al.  Changes in Data Sharing and Data Reuse Practices and Perceptions among Scientists Worldwide , 2015, PloS one.

[6]  Liz Lyon,et al.  Transparency: the emerging third dimension of Open Science and Open Data , 2016 .

[7]  Matthew S. Mayernik,et al.  Who’s Got the Data? Interdependencies in Science and Technology Collaborations , 2012, Computer Supported Cooperative Work (CSCW).

[8]  Hilary S. Leeds,et al.  Data use under the NIH GWAS Data Sharing Policy and future directions , 2014, Nature Genetics.

[9]  C. Tenopir,et al.  Data Sharing by Scientists: Practices and Perceptions , 2011, PloS one.

[10]  Making Open Science a Reality , 2015 .

[11]  Rebecca D. Frank,et al.  Destruction/reconstruction: preservation of archaeological and zoological research data , 2015 .

[12]  Christine L. Borgman,et al.  Data, disciplines, and scholarly publishing , 2008, Learn. Publ..

[13]  Lisa R Johnston,et al.  Approaches to Data Sharing: An Analysis of NSF Data Management Plans from a Large Research University , 2015 .

[14]  Jens Klump,et al.  Metadata Schema for the Description of Research Data Repositories : version 3.0 , 2015 .

[15]  Craig Willis,et al.  Analysis and synthesis of metadata goals for scientific data , 2012, J. Assoc. Inf. Sci. Technol..

[16]  Erik Schultes,et al.  The FAIR Guiding Principles for scientific data management and stewardship , 2016, Scientific Data.

[17]  Serge Fdida,et al.  LERU Roadmap for Research Data , 2013 .