Proceedings of the 2011 iConference · 2011 · 29 citations · 18 references
ComputingInformation SystemsData EthicsData ManagementScience PolicyData CurationData GovernanceData SharingMetadata ManagementMetadata StandardsResearch Data ManagementData Access For ResearchersData PreservationInstitutionalization Processes
Access to high volumes of digital data offer researchers in all disciplines the possibility to ask new kinds of questions using computational methods. Burgeoning digital data collections, however, challenge established data management and analysis methods. Data management is a multi-pronged institutionalized effort, spanning technology, policies, metadata, and everyday data practices. In this paper, we focus on the last two components: metadata and everyday data practices. We demonstrate how "frictions" arise in creating and managing metadata. These include standardization frictions, temporal frictions, data sharing frictions, and frictions related to the availability of human support. Through an illustration of these frictions in case studies of three large, distributed, collaborative science projects, we show how the degree of metadata institutionalization can strongly influence data management needs and practices.
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The Social Construction of Technological Systems
Ron Westrum · Social Studies of Science · 1989 · 3.4K citations
Clifford A. Lynch · Nature · 2008 · 705 citations
Science friction: Data, metadata, and collaboration
Matthew S. Mayernik, Archer L. Batcheller, Geoffrey C. Bowker et al. · Social Studies of Science · 2011 · 492 citations · Full text