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Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Borgman", "parsedDate": "2011-06-21", "numChildren": 4 }, "data": { "key": "76XJ2KXS", "version": 6600, "itemType": "journalArticle", "title": "The Conundrum of Sharing Research Data", "creators": [ { "creatorType": "author", "firstName": "Christine L.", "lastName": "Borgman" } ], "abstractNote": "The deluge of research data has excited researchers, policy makers, and the general public. Not only might research be reproducible, but new questions can be asked, with great benefit to research, innovation, education, and the citizenry. However, very little data is being shared, despite the best efforts of funding agencies and journals. This article explores the complexities of data, research practices, innovation, incentives, economics, intellectual property, and public policy associated with the data sharing conundrum – “an intricate and difficult problem.” Research data take many forms, are collected for many purposes, via many approaches, and often are difficult to interpret once removed from their initial context. Rationales for sharing data vary along two dimensions: whether motivated by research concerns or by leveraging public investments, and whether intended to serve the interests of researchers who produce data or the interests of potential re-users of data. Four rationales for sharing research data are identified and positioned on these dimensions. Researchers’ incentives to share their data depend not only on these rationales, but on characteristics of their data and research practices, funding agency policies, and resources for data management. Much more is understood about why researchers do not share data than about when, why, and how researchers do share data, or about when, how, and why researchers or the public reuse data. The model and research agenda are illustrated with examples from the sciences, social sciences, and humanities.Requested citation to this version: Borgman, Christine L. (2011, submitted). The conundrum of sharing research data. Journal of the American Society for Information Science and Technology.", "publicationTitle": "SSRN eLibrary", "publisher": "", "place": "", "date": "June 21, 2011", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1869155", "accessDate": "2011-09-30T18:27:07Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "SSRN", "callNumber": "", "rights": "", "extra": "Borgman, Christine L. (2011, submitted). The conundrum of sharing research data. Journal of the American Society for Information Science and Technology.", "tags": [ { "tag": "data" }, { "tag": "data management plans" }, { "tag": "digital curation" }, { "tag": "funding agencies" }, { "tag": "infrastructure" }, { "tag": "policy" } ], "collections": [], "relations": { "dc:replaces": "http://zotero.org/groups/5313/items/8JJZ6J5N" }, "dateAdded": "2011-10-20T16:35:18Z", "dateModified": "2018-03-11T17:30:22Z" } }, { "key": "NV8IIUP7", "version": 6598, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/NV8IIUP7", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/NV8IIUP7", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/5313/items/9S4B8UTU", "type": "application/json" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. 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Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Wallis et al.", "parsedDate": "2013-07-23", "numChildren": 2 }, "data": { "key": "9S4B8UTU", "version": 6597, "itemType": "journalArticle", "title": "If We Share Data, Will Anyone Use Them? Data Sharing and Reuse in the Long Tail of Science and Technology", "creators": [ { "creatorType": "author", "firstName": "Jillian C.", "lastName": "Wallis" }, { "creatorType": "author", "firstName": "Elizabeth", "lastName": "Rolando" }, { "creatorType": "author", "firstName": "Christine L.", "lastName": "Borgman" } ], "abstractNote": "Research on practices to share and reuse data will inform the design of infrastructure to support data collection, management, and discovery in the long tail of science and technology. These are research domains in which data tend to be local in character, minimally structured, and minimally documented. We report on a ten-year study of the Center for Embedded Network Sensing (CENS), a National Science Foundation Science and Technology Center. We found that CENS researchers are willing to share their data, but few are asked to do so, and in only a few domain areas do their funders or journals require them to deposit data. Few repositories exist to accept data in CENS research areas.. Data sharing tends to occur only through interpersonal exchanges. CENS researchers obtain data from repositories, and occasionally from registries and individuals, to provide context, calibration, or other forms of background for their studies. Neither CENS researchers nor those who request access to CENS data appear to use external data for primary research questions or for replication of studies. CENS researchers are willing to share data if they receive credit and retain first rights to publish their results. Practices of releasing, sharing, and reusing of data in CENS reaffirm the gift culture of scholarship, in which goods are bartered between trusted colleagues rather than treated as commodities.", "publicationTitle": "PLoS ONE", "publisher": "", "place": "", "date": "July 23, 2013", "volume": "8", "issue": "7", "section": "", "partNumber": "", "partTitle": "", "pages": "e67332", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "PLoS ONE", "DOI": "10.1371/journal.pone.0067332", "citationKey": "", "url": "http://dx.doi.org/10.1371/journal.pone.0067332", "accessDate": "2013-07-31T16:43:19Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "If We Share Data, Will Anyone Use Them?", "language": "", "libraryCatalog": "PLoS Journals", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "data sharing" } ], "collections": [], "relations": {}, "dateAdded": "2013-07-31T16:45:50Z", "dateModified": "2013-07-31T16:45:50Z" } }, { "key": "QRNWHZEH", "version": 6596, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/QRNWHZEH", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/QRNWHZEH", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/5313/items/GMSV2E5U", "type": "application/json" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. 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Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Crosas", "parsedDate": "2013-03-13", "numChildren": 2 }, "data": { "key": "GMSV2E5U", "version": 6595, "itemType": "journalArticle", "title": "A Data Sharing Story", "creators": [ { "creatorType": "author", "firstName": "Mercè", "lastName": "Crosas" } ], "abstractNote": "", "publicationTitle": "Journal of eScience Librarianship", "publisher": "", "place": "", "date": "2013-03-13", "volume": "1", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://escholarship.umassmed.edu/jeslib/vol1/iss3/7", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "2161-3974", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Social science data" }, { "tag": "data sharing" }, { "tag": "dataverse" } ], "collections": [], "relations": {}, "dateAdded": "2013-03-15T16:26:03Z", "dateModified": "2013-03-15T16:26:03Z" } }, { "key": "GTR8CA9W", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/GTR8CA9W", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/GTR8CA9W", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/5313/items/D2V7B8QR", "type": "application/json" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. 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Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } } }, "data": { "key": "XMR8GSWI", "version": 2, "parentItem": "D2V7B8QR", "itemType": "attachment", "linkMode": "imported_url", "title": "arXiv.org Snapshot", "accessDate": "2013-01-17T17:34:40Z", "url": "http://arxiv.org/abs/1301.3744", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "1301.html", "md5": "21203e836e3bee1d79371ce432ee7584", "mtime": 1358444206000, "tags": [], "relations": {}, "dateAdded": "2013-01-17T17:36:46Z", "dateModified": "2013-01-17T17:36:46Z" } }, { "key": "D2V7B8QR", "version": 1, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/D2V7B8QR", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/D2V7B8QR", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Vines et al.", "parsedDate": "2013-01-16", "numChildren": 2 }, "data": { "key": "D2V7B8QR", "version": 1, "itemType": "journalArticle", "title": "Mandated data archiving greatly improves access to research data", "creators": [ { "creatorType": "author", "firstName": "Timothy H.", "lastName": "Vines" }, { "creatorType": "author", "firstName": "Rose L.", "lastName": "Andrew" }, { "creatorType": "author", "firstName": "Dan G.", "lastName": "Bock" }, { "creatorType": "author", "firstName": "Michelle T.", "lastName": "Franklin" }, { "creatorType": "author", "firstName": "Kimberly J.", "lastName": "Gilbert" }, { "creatorType": "author", "firstName": "Nolan C.", "lastName": "Kane" }, { "creatorType": "author", "firstName": "Jean-Sébastien", "lastName": "Moore" }, { "creatorType": "author", "firstName": "Brook T.", "lastName": "Moyers" }, { "creatorType": "author", "firstName": "Sébastien", "lastName": "Renaut" }, { "creatorType": "author", "firstName": "Diana J.", "lastName": "Rennison" }, { "creatorType": "author", "firstName": "Thor", "lastName": "Veen" }, { "creatorType": "author", "firstName": "Sam", "lastName": "Yeaman" } ], "abstractNote": "The data underlying scientific papers should be accessible to researchers both now and in the future, but how best can we ensure that these data are available? Here we examine the effectiveness of four approaches to data archiving: no stated archiving policy, recommending (but not requiring) archiving, and two versions of mandating data deposition at acceptance. We control for differences between data types by trying to obtain data from papers that use a single, widespread population genetic analysis, STRUCTURE. At one extreme, we found that mandated data archiving policies that require the inclusion of a data availability statement in the manuscript improve the odds of finding the data online almost a thousand-fold compared to having no policy. However, archiving rates at journals with less stringent policies were only very slightly higher than those with no policy at all. At one extreme, we found that mandated data archiving policies that require the inclusion of a data availability statement in the manuscript improve the odds of finding the data online almost a thousand fold compared to having no policy. However, archiving rates at journals with less stringent policies were only very slightly higher than those with no policy at all. We also assessed the effectiveness of asking for data directly from authors and obtained over half of the requested datasets, albeit with about 8 days delay and some disagreement with authors. Given the long term benefits of data accessibility to the academic community, we believe that journal based mandatory data archiving policies and mandatory data availability statements should be more widely adopted.", "publicationTitle": "arXiv:1301.3744", "publisher": "", "place": "", "date": "2013-01-16", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1096/fj.12-218164", "citationKey": "", "url": "http://arxiv.org/abs/1301.3744", "accessDate": "2013-01-17T17:34:38Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "arXiv.org", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Quantitative Biology - Quantitative Methods", "type": 1 }, { "tag": "data archives" }, { "tag": "digital preservation" }, { "tag": "open access" } ], "collections": [], "relations": {}, "dateAdded": "2013-01-17T17:36:46Z", "dateModified": "2013-01-17T17:36:46Z" } }, { "key": "DUMVZT46", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/DUMVZT46", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/DUMVZT46", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/5313/items/NKT49V6F", "type": "application/json" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. 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Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Ray", "parsedDate": "2012-11-16", "numChildren": 2 }, "data": { "key": "NKT49V6F", "version": 1, "itemType": "journalArticle", "title": "The rise of digital curation and cyberinfrastructure: From experimentation to implementation and maybe integration", "creators": [ { "creatorType": "author", "firstName": "Joyce", "lastName": "Ray" } ], "abstractNote": "", "publicationTitle": "Library Hi Tech", "publisher": "", "place": "", "date": "2012/11/16", "volume": "30", "issue": "4", "section": "", "partNumber": "", "partTitle": "", "pages": "604-622", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1108/07378831211285086", "citationKey": "", "url": "http://www.emeraldinsight.com/journals.htm?articleid=17065299&show=abstract", "accessDate": "2012-11-17T00:45:12Z", "PMID": "", "PMCID": "", "ISSN": "0737-8831", "archive": "", "archiveLocation": "", "shortTitle": "The rise of digital curation and cyberinfrastructure", "language": "", "libraryCatalog": "Emerald Publishing", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Academic libraries", "type": 1 }, { "tag": "Archives", "type": 1 }, { "tag": "cyberinfrastructure" }, { "tag": "digital curation" }, { "tag": "digital preservation", "type": 1 }, { "tag": "infrastructure", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": "2012-11-17T00:49:07Z", "dateModified": "2012-11-17T00:49:07Z" } }, { "key": "6A4VUH4R", "version": 6595, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/6A4VUH4R", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/6A4VUH4R", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Scaramozzino et al.", "parsedDate": "2012-07-01", "numChildren": 2 }, "data": { "key": "6A4VUH4R", "version": 6595, "itemType": "journalArticle", "title": "A Study of Faculty Data Curation Behaviors and Attitudes at a Teaching-Centered University", "creators": [ { "creatorType": "author", "firstName": "Jeanine Marie", "lastName": "Scaramozzino" }, { "creatorType": "author", "firstName": "Marisa L.", "lastName": "Ramírez" }, { "creatorType": "author", "firstName": "Karen J.", "lastName": "McGaughey" } ], "abstractNote": "Academic libraries need reliable information on researcher data needs, data curation practices, and attitudes to identify and craft appropriate services that support outreach and teaching. This paper describes information gathered from a survey distributed to the College of Science and Mathematics faculty at California Polytechnic State University, San Luis Obispo (Cal Poly), a master’s-granting, teaching-centered institution. There was a more than 60 percent response rate to the survey. The survey results provided insight into the science researchers’ data curation awareness, behaviors, and attitudes, as well as what needs they exhibited for services and education regarding maintenance and management of data. It is important that professional librarians understand what researchers both inside and outside their own institutions know so that they can collaborate with their university colleagues to examine data curation needs.", "publicationTitle": "College & Research Libraries", "publisher": "", "place": "", "date": "07/01/2012", "volume": "73", "issue": "4", "section": "", "partNumber": "", "partTitle": "", "pages": "349-365", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Coll. res. libr.", "DOI": "", "citationKey": "", "url": "http://crl.acrl.org/content/73/4/349", "accessDate": "2012-07-14T19:12:31Z", "PMID": "", "PMCID": "", "ISSN": "0010-0870, 2150-6701", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "crl.acrl.org", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "data curation" }, { "tag": "data libraries" }, { "tag": "data sharing" }, { "tag": "scientific data" }, { "tag": "survey" } ], "collections": [], "relations": {}, "dateAdded": "2012-07-14T19:14:04Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "X2KTDEV4", "version": 6595, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/X2KTDEV4", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/X2KTDEV4", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Vertesi and Dourish", "parsedDate": "2011", "numChildren": 1 }, "data": { "key": "X2KTDEV4", "version": 6595, "itemType": "conferencePaper", "title": "The value of data: considering the context of production in data economies", "creators": [ { "creatorType": "author", "firstName": "Janet", "lastName": "Vertesi" }, { "creatorType": "author", "firstName": "Paul", "lastName": "Dourish" } ], "abstractNote": "In this paper we argue that how scientific collaborations share data is bound up in the ways in which they produce and acquire that data. We draw on ethnographic work with two robotic space exploration teams to show how each community's norms of \"data-sharing\" are best understood as arising not from the context of the use or exchange of data, but from the context of data production. Shifting our perspective back to the point of production suggests that digital artifacts are embedded in a broader data economy. We present implications for analysis of data in interactional context, and for introducing systems or policies that conflict with the value of data in its context of production.", "proceedingsTitle": "Proceedings of the ACM 2011 conference on Computer supported cooperative work", "conferenceName": "", "publisher": "ACM", "place": "New York, NY, USA", "date": "2011", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "533–542", "series": "CSCW '11", "seriesNumber": "", "DOI": "10.1145/1958824.1958906", "ISBN": "978-1-4503-0556-3", "citationKey": "", "url": "http://doi.acm.org/10.1145/1958824.1958906", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "Hangzhou, China", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "data economy" }, { "tag": "data sharing" }, { "tag": "e-science" }, { "tag": "scientific collaboration" } ], "collections": [], "relations": {}, "dateAdded": "2012-04-01T16:50:28Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "86G4BMIM", "version": 5, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/86G4BMIM", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/86G4BMIM", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Messerschmitt and Strauch", "parsedDate": "2003-08", "numChildren": 1 }, "data": { "key": "86G4BMIM", "version": 5, "itemType": "report", "title": "Opportunities for Research Libraries in the NSF Cyberinfrastructure Program", "creators": [ { "creatorType": "author", "firstName": "David G.", "lastName": "Messerschmitt" }, { "creatorType": "author", "firstName": "Roger A.", "lastName": "Strauch" } ], "abstractNote": "", "reportNumber": "229", "reportType": "", "institution": "Association of Research Libraries", "place": "Washington, D.C", "date": "2003-08", "seriesTitle": "ARL a bimonthly report", "seriesNumber": "", "pages": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "http://www.arl.org/resources/pubs/br/br229/br229cyber~print.shtml", "accessDate": "2011-12-10T15:49:46Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Academic libraries" }, { "tag": "curation" }, { "tag": "cyberinfrastructure" }, { "tag": "digital preservation" }, { "tag": "e-science" } ], "collections": [], "relations": {}, "dateAdded": "2011-12-10T15:53:14Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "SERHDQST", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/SERHDQST", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/SERHDQST", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Giarlo", "parsedDate": "2012", "numChildren": 2 }, "data": { "key": "SERHDQST", "version": 2, "itemType": "webpage", "title": "Academic Libraries as Data Quality Hubs", "creators": [ { "creatorType": "author", "firstName": "Michael J.", "lastName": "Giarlo" } ], "abstractNote": "[NOTE: This is a pre-print, not final, copy.] Academic libraries have a critical role to play as data quality hubs\non campus, based on the need for increased data quality to sustain\n\"e-science,\" and on academic libraries' record of providing\ncuration and preservation services as part of their mission to\nprovide enduring access to cultural heritage and to support\nscholarly communication. Scientific data is shown to be\nsufficiently at risk to demonstrate a clear niche for such services\nto be provided. Data quality measurements are defined, and digital\ncuration processes are explained and mapped to these measurements in\norder to establish that academic libraries already have sufficient\ncompetencies \"in-house\" to provide data quality\nservices. Opportunities for improvement and challenges are\nidentified as areas that are fruitful for future research and\nexploration.\n\nPrepared for the NSF III #1247471 \"Curating for Quality: Ensuring\nData Quality to Enable New Science\" workshop in Arlington, VA, USA.", "websiteTitle": "", "websiteType": "", "date": "2012", "publisher": "", "place": "", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "shortTitle": "", "language": "English", "rights": "http://creativecommons.org/licenses/by-sa/3.0/us/", "extra": "", "tags": [ { "tag": "Academic libraries", "type": 1 }, { "tag": "Quality assurance", "type": 1 }, { "tag": "data libraries" }, { "tag": "e-science" } ], "collections": [], "relations": {}, "dateAdded": "2012-09-24T17:12:47Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "AK56WX8V", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/AK56WX8V", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/AK56WX8V", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Digital Curation Centre", "parsedDate": "2012", "numChildren": 1 }, "data": { "key": "AK56WX8V", "version": 2, "itemType": "report", "title": "5 Steps to Research Data Readiness: a guide for IT managers", "creators": [ { "creatorType": "author", "firstName": "", "lastName": "Digital Curation Centre" } ], "abstractNote": "This introductory guide to the tools and services available through the DCC will allow IT managers to begin identifying the support they need, not only from the DCC but also from other stakeholders at their institution. By working through the 5 steps IT managers will be able to establish the stengths and weaknesses of the services they currently offer and work towards offering the Research Data Management service increasingly demanded by institutions and researchers.", "reportNumber": "", "reportType": "", "institution": "Digital Curation Centre", "place": "Edinburgh, Scotland", "date": "2012", "seriesTitle": "", "seriesNumber": "", "pages": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "http://www.dcc.ac.uk/webfm_send/777", "accessDate": "2012-02-20", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "5 Steps to Research Data Readiness", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "IT" }, { "tag": "Research Data Curation" }, { "tag": "data curation" }, { "tag": "digital curation" } ], "collections": [], "relations": {}, "dateAdded": "2012-02-20T16:25:07Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "VIFDFJKQ", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/VIFDFJKQ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/VIFDFJKQ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Soehner et al.", "parsedDate": "2010-08", "numChildren": 1 }, "data": { "key": "VIFDFJKQ", "version": 2, "itemType": "report", "title": "E-Science and Data Support Services: A Study of ARL Member Institutions", "creators": [ { "creatorType": "author", "firstName": "Catherine", "lastName": "Soehner" }, { "creatorType": "author", "firstName": "Catherine", "lastName": "Steeves" }, { "creatorType": "author", "firstName": "Jennifer", "lastName": "Ward" } ], "abstractNote": "The Association of Research Libraries E-Science Working Group developed a survey to “build an understanding of how libraries can contribute to e-science activities in their institution” and “identify organizations and institutions that have similar interests in e-science to leverage research library interests.” The August 2009 survey gathered 57 responses to the survey from the 123 ARL member libraries in the United States and Canada. Twenty-one respondents report their institution provides infrastructure or support services for e- science, 23 institutions are in the planning stages, and 13 do not provide support for e-science.", "reportNumber": "", "reportType": "", "institution": "Association of Research Libraries", "place": "Washington, D.C", "date": "2010-08", "seriesTitle": "", "seriesNumber": "", "pages": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "http://www.arl.org/bm~doc/escience_report2010.pdf", "accessDate": "2011-12-10", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Academic libraries" }, { "tag": "data services" }, { "tag": "e-science" } ], "collections": [], "relations": {}, "dateAdded": "2011-12-10T15:45:24Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "U82JRRXZ", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/U82JRRXZ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/U82JRRXZ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Berman", "parsedDate": "2008", "numChildren": 2 }, "data": { "key": "U82JRRXZ", "version": 2, "itemType": "journalArticle", "title": "Got data?: a guide to data preservation in the information age", "creators": [ { "creatorType": "author", "firstName": "Francine", "lastName": "Berman" } ], "abstractNote": "Tools for surviving a data deluge to ensure your data will be there when you need it.", "publicationTitle": "Commun. ACM", "publisher": "", "place": "", "date": "2008", "volume": "51", "issue": "12", "section": "", "partNumber": "", "partTitle": "", "pages": "50-56", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1145/1409360.1409376", "citationKey": "", "url": "http://portal.acm.org/citation.cfm?id=1409360.1409376&coll=portal&dl=ACM&idx=J79&part=magazine&WantType=Magazines&title=Communications", "accessDate": "2008-12-14T02:25:36Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "Got data?", "language": "", "libraryCatalog": "ACM", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "data curation" }, { "tag": "data preservation" }, { "tag": "exaflood" }, { "tag": "how much data" }, { "tag": "role of libraries" } ], "collections": [], "relations": {}, "dateAdded": "2009-09-26T21:12:37Z", "dateModified": "2012-10-30T15:32:40Z" } }, { "key": "NW2MA6VC", "version": 2, "library": { "type": "group", "id": 5313, "name": "research data", "links": { "alternate": { "href": "https://www.zotero.org/groups/research_data", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/5313/items/NW2MA6VC", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/research_data/items/NW2MA6VC", "type": "text/html" } }, "meta": { "createdByUser": { "id": 50159, "username": "jajacobs", "name": "James A. Jacobs", "links": { "alternate": { "href": "https://www.zotero.org/jajacobs", "type": "text/html" } } }, "creatorSummary": "Higgins", "parsedDate": "2007", "numChildren": 2 }, "data": { "key": "NW2MA6VC", "version": 2, "itemType": "journalArticle", "title": "Draft DCC Curation Lifecycle Model", "creators": [ { "creatorType": "author", "firstName": "Sarah", "lastName": "Higgins" } ], "abstractNote": "Lifecycle management of digital materials can help conceptualisation of the stages required to successfully curate digital material. A number of discipline specific models, and more generally applicable standards, have been developed which can be used as a basis when planning and implementing organisational management of digital material. The generic Draft DCC Curation Lifecycle Model identifies curation actions applicable either across the whole digital lifecycle or sequentially throughout it. Domain specific models, with greater granularity, will be developed to ensure readily accessible advice.", "publicationTitle": "International Journal of Digital Curation", "publisher": "", "place": "", "date": "2007", "volume": "2", "issue": "2", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://www.ijdc.net/index.php/ijdc/article/view/46", "accessDate": "2009-03-24T19:14:20Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "data curation" }, { "tag": "data preservation" }, { "tag": "life cycle" } ], "collections": [], "relations": {}, "dateAdded": "2009-09-26T21:11:56Z", "dateModified": "2012-10-30T15:32:40Z" } } ]