MarketResearch data archiving
Company Profile

Research data archiving

Research data archiving is the long-term storage of scholarly research data, including the natural sciences, social sciences, and life sciences. The various academic journals have differing policies regarding how much of their data and methods researchers are required to store in a public archive, and what is actually archived varies widely between different disciplines. Similarly, the major grant-giving institutions have varying attitudes towards public archiving of data. In general, the tradition of science has been for publications to contain sufficient information to allow fellow researchers to replicate and therefore test the research. In recent years this approach has become increasingly strained as research in some areas depends on large datasets which cannot easily be replicated independently.

Selected policies by journals
Biotropica NB: Biotropica is one of only two journals that pays the fees for authors depositing data at Dryad. The American Naturalist Journal of Heredity Molecular Ecology Nature Science Royal Society {{blockquote|To allow others to verify and build on the work published in Royal Society journals, it is a condition of publication that authors make available the data, code and research materials supporting the results in the article. Datasets and code should be deposited in an appropriate, recognised, publicly available repository. Where no data-specific repository exists, authors should deposit their datasets in a general repository such as Dryad (repository) or Figshare. Journal of Archaeological Science ==Policies by funding agencies==
Policies by funding agencies
In the United States, the National Science Foundation (NSF) has tightened requirements on data archiving. Researchers seeking funding from NSF are now required to file a data management plan as a two-page supplement to the grant application. The NSF Datanet initiative has resulted in funding of the Data Observation Network for Earth (DataONE) project, which will provide scientific data archiving for ecological and environmental data produced by scientists worldwide. DataONE's stated goal is to preserve and provide access to multi-scale, multi-discipline, and multi-national data. The community of users for DataONE includes scientists, ecosystem managers, policy makers, students, educators, and the public. The German DFG requires that research data should be archived in the researcher's own institution or an appropriate nationwide infrastructure for at least 10 years. The British Digital Curation Centre maintains an overview of funder's data policies. ==Data library==
Data library
Research data is archived in data libraries or data archives. A data library, data archive, or data repository is a collection of numeric and/or geospatial data sets for secondary use in research. A data library is normally part of a larger institution (academic, corporate, scientific, medical, governmental, etc.). established for research data archiving and to serve the data users of that organisation. The data library tends to house local data collections and provides access to them through various means (CD-/DVD-ROMs or central server for download). A data library may also maintain subscriptions to licensed data resources for its users to access the information. Whether a data library is also considered a data archive may depend on the extent of unique holdings in the collection, whether long-term preservation services are offered, and whether it serves a broader community (as national data archives do). Most public data libraries are listed in the Registry of Research Data Repositories. Importance and services In August 2001, the Association of Research Libraries (ARL) published a report presenting results from a survey of ARL member institutions involved in collecting and providing services for numeric data resources. Library service providing support at the institutional level for the use of numerical and other types of datasets in research. Amongst the support activities typically available: • Reference Assistance — locating numeric or geospatial datasets containing measurable variables on a particular topic or group of topics, in response to a user query. • User Instruction — providing hands-on training to groups of users in locating data resources on particular topics, how to download data and read it into spreadsheet, statistical, database, or GIS packages, how to interpret codebooks and other documentation. • Technical Assistance - including easing registration procedures, troubleshooting problems with the dataset, such as errors in the documentation, reformatting data into something a user can work with, and helping with statistical methodology. • Collection Development & Management - acquire, maintain, and manage a collection of data files used for secondary analysis by the local user community; purchase institutional data subscriptions; act as a site representative to data providers and national data archives for the institution. • Preservation and Data Sharing Services - act on a strategy of preservation of datasets in the collection, such as media refreshment and file format migration; download and keep records on updated versions from a central repository. Also, assist users in preparing original data for secondary use by others; either for deposit in a central or institutional repository, or for less formal ways of sharing data. This may also involve marking up the data into an appropriate XML standard, such as the Data Documentation Initiative, or adding other metadata to facilitate online discovery. ==Examples of data libraries==
Examples of data libraries
Natural sciences The following list refers to scientific data archives. • CISL Research Data ArchiveDataONEDryadESO/ST-ECF Science Archive Facility • International Tree-Ring Data Bank • Inter-university Consortium for Political and Social Research • Knowledge Network for Biocomplexity • National Archive of Computerized Data on Aging • National Archive of Criminal Justice Data * NCAR Research Data Archive: http://rda.ucar.edu • National Climatic Data CenterNational Geophysical Data CenterNational Snow and Ice Data CenterNational Oceanographic Data Center • [http://daac.ornl.gov Oak Ridge National Laboratory Distributed Active Archive Center • Pangaea - Data Publisher for Earth & Environmental ScienceNASA SeaBASS - Data archive for ocean color dataWorld Data Center Social sciences In the social sciences, data libraries are referred to as data archives. Data archives are professional institutions for the acquisition, preparation, preservation, and dissemination of social and behavioral data. Data archives in the social sciences evolved in the 1950s and have been perceived as an international movement: By 1964 the International Social Science Council (ISSC) had sponsored a second conference on Social Science Data Archives and had a standing Committee on Social Science Data, both of which stimulated the data archives movement. By the beginning of the twenty-first century, most developed countries and some developing countries had organized formal and well-functioning national data archives. In addition, college and university campuses often have `data libraries' that make data available to their faculty, staff, and students; most of these bear minimal archival responsibility, relying for that function on a national institution (Rockwell, 2001, p. 3227). • re3data.org is a global registry of research data repository indexing data archives from all disciplines: http://www.re3data.org • CESSDA Members are data archives and other organisations that archive social science data and provide data for secondary use: https://www.cessda.eu/About/Consortium • Consortium of European Social Science Data Archives: http://www.cessda.org/ • Finnish Social Science Data Archive (FSD): http://www.fsd.uta.fi/ • The Danish Data Archives: http://www.sa.dk/content/us/about_us ; specific page (only in Danish): https://web.archive.org/web/20150318230743/http://www.sa.dk/dda/default.htm • Inter-university Consortium for Political and Social Research: http://www.icpsr.umich.edu/ • The Roper Center for Public Opinion Research: https://ropercenter.cornell.edu/ • The Social Science Data Archive: http://dataarchives.ss.ucla.edu/ • The Cornell Center for Social Sciences: https://socialsciences.cornell.edu/ciser-data-and-reproduction-archive == See also ==
tickerdossier.comtickerdossier.substack.com