[ { "key": "ZWN9H87F", "version": 10729, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/ZWN9H87F", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/ZWN9H87F", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2433, "username": "adamsmith", "name": "Sebastian Karcher", "links": { "alternate": { "href": "https://www.zotero.org/adamsmith", "type": "text/html" } } }, "creatorSummary": "Davis and Wilfahrt", "parsedDate": "2024-03", "numChildren": 0 }, "data": { "key": "ZWN9H87F", "version": 10729, "itemType": "journalArticle", "title": "Enumerator experiences in violent research environments", "creators": [ { "creatorType": "author", "firstName": "Justine M.", "lastName": "Davis" }, { "creatorType": "author", "firstName": "Martha", "lastName": "Wilfahrt" } ], "abstractNote": "Understanding political and social effects of violence in local populations through public opinion surveys has become increasingly common internationally. Yet while researchers are attuned to possible challenges induced during survey implementation, this work focuses almost uniformly on respondents. This paper considers survey enumerators as critical actors for data collection in violent research settings. We present survey results from 245 enumerators in Côte d’Ivoire to show that their personal feelings of insecurity and exposure to violence while conducting surveys may condition challenges faced and compromises made to gathering data. We shed light on how academic research in violent political settings poses unique security concerns for enumerators, with ramifications for data integrity.", "publicationTitle": "Comparative Political Studies", "publisher": "", "place": "", "date": "2024-03", "volume": "57", "issue": "4", "section": "", "partNumber": "", "partTitle": "", "pages": "675-709", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Comparative Political Studies", "DOI": "10.1177/00104140231178735", "citationKey": "", "url": "http://journals.sagepub.com/doi/10.1177/00104140231178735", "accessDate": "2026-04-02T19:02:03Z", "PMID": "", "PMCID": "", "ISSN": "0010-4140, 1552-3829", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "CADJ8MZV" ], "relations": {}, "dateAdded": "2026-04-02T19:02:03Z", "dateModified": "2026-04-02T19:02:04Z" } }, { "key": "CXGB6I22", "version": 10727, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/CXGB6I22", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/CXGB6I22", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/487712/items/DMAJNCHF", "type": "application/json" } }, "meta": { "createdByUser": { "id": 2433, "username": "adamsmith", "name": "Sebastian Karcher", "links": { "alternate": { "href": "https://www.zotero.org/adamsmith", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "CXGB6I22", "version": 10727, "parentItem": "DMAJNCHF", "itemType": "attachment", "linkMode": "imported_url", "title": "Full Text", "accessDate": "2026-04-02T19:00:35Z", "url": "https://journals.sagepub.com/doi/pdf/10.1177/00223433241249352", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Tapscott and Machón - 2025 - Procedural ethics for social science research introducing the research ethics governance dataset.pdf", "md5": "f40af2dfa03e51b50e005edadad9fb6c", "mtime": 1775156435529, "tags": [], "relations": {}, "dateAdded": "2026-04-02T19:00:35Z", "dateModified": "2026-04-02T19:00:35Z" } }, { "key": "DMAJNCHF", "version": 10725, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/DMAJNCHF", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/DMAJNCHF", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2433, "username": "adamsmith", "name": "Sebastian Karcher", "links": { "alternate": { "href": "https://www.zotero.org/adamsmith", "type": "text/html" } } }, "creatorSummary": "Tapscott and Machón", "parsedDate": "2025-05-01", "numChildren": 1 }, "data": { "key": "DMAJNCHF", "version": 10725, "itemType": "journalArticle", "title": "Procedural ethics for social science research: introducing the research ethics governance dataset", "creators": [ { "creatorType": "author", "firstName": "Rebecca", "lastName": "Tapscott" }, { "creatorType": "author", "firstName": "Daniel Rincón", "lastName": "Machón" } ], "abstractNote": "Abstract\n Conflict research is rife with ethical issues, and the field is increasingly reflecting on how to best address these. Recent debates in political science have mainly focused on ethics in practice, leaving questions of procedural ethics to the side. But procedural ethics are important: they are increasingly required across all areas of research, they are the bedrock of institutional approaches to regulating ethics, and they shape ideas about what constitutes ethical research practice. This article introduces the Research Ethics Governance dataset, the first globally comprehensive dataset of national-level ethics regulations. The dataset provides a picture of the status of research ethics regulations and how they pertain to conflict research. While 87% of countries have requirements for ethical review, only 25% extend those regulations to the social sciences. Of countries with no evidence of requirements, nearly half are classed as fragile or conflict-affected states. The data will be useful for scholars concerned with questions of research ethics, as well as those seeking to study the politics of this regulatory structure and its implications for knowledge production.", "publicationTitle": "Journal of Peace Research", "publisher": "", "place": "", "date": "2025-05-01", "volume": "62", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "789-798", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1177/00223433241249352", "citationKey": "", "url": "https://academic.oup.com/jpr/article/62/3/789/8324786", "accessDate": "2026-04-02T19:00:34Z", "PMID": "", "PMCID": "", "ISSN": "0022-3433, 1460-3578", "archive": "", "archiveLocation": "", "shortTitle": "Procedural ethics for social science research", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "https://creativecommons.org/licenses/by-nc/4.0/", "extra": "", "tags": [], "collections": [ "CADJ8MZV" ], "relations": {}, "dateAdded": "2026-04-02T19:00:34Z", "dateModified": "2026-04-02T19:00:35Z" } }, { "key": "HAV5TNW6", "version": 10724, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/HAV5TNW6", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/HAV5TNW6", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Xafis and Labude", "parsedDate": "2019-09-01", "numChildren": 0 }, "data": { "key": "HAV5TNW6", "version": 10724, "itemType": "journalArticle", "title": "Openness in Big Data and Data Repositories", "creators": [ { "creatorType": "author", "firstName": "Vicki", "lastName": "Xafis" }, { "creatorType": "author", "firstName": "Markus K.", "lastName": "Labude" } ], "abstractNote": "There is a growing expectation, or even requirement, for researchers to deposit a variety of research data in data repositories as a condition of funding or publication. This expectation recognizes the enormous benefits of data collected and created for research purposes being made available for secondary uses, as open science gains increasing support. This is particularly so in the context of big data, especially where health data is involved. There are, however, also challenges relating to the collection, storage, and re-use of research data. This paper gives a brief overview of the landscape of data sharing via data repositories and discusses some of the key ethical issues raised by the sharing of health-related research data, including expectations of privacy and confidentiality, the transparency of repository governance structures, access restrictions, as well as data ownership and the fair attribution of credit. To consider these issues and the values that are pertinent, the paper applies the deliberative balancing approach articulated in the Ethics Framework for Big Data in Health and Research (Xafis et al. 2019) to the domain of Openness in Big Data and Data Repositories. Please refer to that article for more information on how this framework is to be used, including a full explanation of the key values involved and the balancing approach used in the case study at the end.", "publicationTitle": "Asian Bioethics Review", "publisher": "", "place": "", "date": "2019-09-01", "volume": "11", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "255-273", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "ABR", "DOI": "10.1007/s41649-019-00097-z", "citationKey": "", "url": "https://doi.org/10.1007/s41649-019-00097-z", "accessDate": "2026-03-25T19:12:39Z", "PMID": "", "PMCID": "", "ISSN": "1793-9453", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "Springer Link", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Big data", "type": 1 }, { "tag": "Data repository", "type": 1 }, { "tag": "Decision-making framework", "type": 1 }, { "tag": "Health data", "type": 1 }, { "tag": "Open data", "type": 1 }, { "tag": "Open science", "type": 1 } ], "collections": [ "CADJ8MZV" ], "relations": {}, "dateAdded": "2026-03-25T19:12:51Z", "dateModified": "2026-03-25T19:12:51Z" } }, { "key": "E7B7EI8S", "version": 10723, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/E7B7EI8S", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/E7B7EI8S", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2954277, "username": "qdrGA", "name": "QDR Graduate Assistant", "links": { "alternate": { "href": "https://www.zotero.org/qdrga", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "E7B7EI8S", "version": 10723, "itemType": "webpage", "title": "Amazon.com", "creators": [], "abstractNote": "", "websiteTitle": "", "websiteType": "", "date": "", "publisher": "", "place": "", "DOI": "", "citationKey": "", "url": "https://www.amazon.com/True-Tracks-Respecting-Indigenous-knowledge/dp/1742236812", "accessDate": "2026-03-24T12:13:24Z", "shortTitle": "", "language": "", "rights": "", "extra": "", "tags": [], "collections": [ "FSLVISBG" ], "relations": {}, "dateAdded": "2026-03-24T12:13:27Z", "dateModified": "2026-03-24T12:13:27Z" } }, { "key": "CL4HGMYR", "version": 10722, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/CL4HGMYR", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/CL4HGMYR", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2954277, "username": "qdrGA", "name": "QDR Graduate Assistant", "links": { "alternate": { "href": "https://www.zotero.org/qdrga", "type": "text/html" } } }, "creatorSummary": "TJC", "parsedDate": "2026-02-25", "numChildren": 0 }, "data": { "key": "CL4HGMYR", "version": 10722, "itemType": "webpage", "title": "Libraries and Indigenous Cultural Protocols: Insights from the UQ Library ICIP Framework Project", "creators": [ { "creatorType": "author", "name": "TJC" } ], "abstractNote": "Libraries hold some of the most significant collections of Indigenous Cultural and Intellectual Property (ICIP) in the country. From manuscripts and artworks to recordings, photographs, and Indigenous data, these collections preserve knowledge that is deeply connected to culture, Country, and community. As libraries digitise more of their holdings and make them accessible online, their responsibilities around cultural safety, lawful access, and Indigenous authority grow more complex.To support t", "websiteTitle": "terri-janke", "websiteType": "", "date": "2026-02-25T02:19:36.024Z", "publisher": "", "place": "", "DOI": "", "citationKey": "", "url": "https://www.terrijanke.com.au/post/libraries-and-indigenous-cultural-protocols-insights-from-the-uq-library-icip-framework-project", "accessDate": "2026-03-24T12:06:15Z", "shortTitle": "Libraries and Indigenous Cultural Protocols", "language": "en", "rights": "", "extra": "", "tags": [], "collections": [ "FSLVISBG" ], "relations": {}, "dateAdded": "2026-03-24T12:06:18Z", "dateModified": "2026-03-24T12:06:18Z" } }, { "key": "PWDEYNRG", "version": 10721, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/PWDEYNRG", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/PWDEYNRG", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2954277, "username": "qdrGA", "name": "QDR Graduate Assistant", "links": { "alternate": { "href": "https://www.zotero.org/qdrga", "type": "text/html" } } }, "creatorSummary": "Shaw", "parsedDate": "2025-10-21", "numChildren": 0 }, "data": { "key": "PWDEYNRG", "version": 10721, "itemType": "journalArticle", "title": "What it Means to be a Repository: Real, Trustworthy, or Mature?", "creators": [ { "creatorType": "author", "firstName": "Seth", "lastName": "Shaw" } ], "abstractNote": "Archivists occasionally describe digital repositories as being “not real,” suggesting that their technical digital preservation infrastructure is inadequate to the task of digital preservation. This article discusses the concept of digital repositories, highlighting the distinction between digital repository technical infrastructure and institutions collecting digital materials, and what it means to be a “real” digital repository. It argues that the Open Archival Information System Reference Model and notions of Trustworthy Digital Repositories are inadequate for determining the “realness” of a digital repository and advocates using maturity models as a framework for discussing repository capability.", "publicationTitle": "The Code4Lib Journal", "publisher": "", "place": "", "date": "2025-10-21", "volume": "", "issue": "61", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "https://journal.code4lib.org/articles/18541", "accessDate": "2026-03-24T11:54:58Z", "PMID": "", "PMCID": "", "ISSN": "1940-5758", "archive": "", "archiveLocation": "", "shortTitle": "What it Means to be a Repository", "language": "", "libraryCatalog": "Code4Lib Journal", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "D866INN7" ], "relations": {}, "dateAdded": "2026-03-24T11:55:10Z", "dateModified": "2026-03-24T11:55:10Z" } }, { "key": "M43RIW73", "version": 10720, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/M43RIW73", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/M43RIW73", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2954277, "username": "qdrGA", "name": "QDR Graduate Assistant", "links": { "alternate": { "href": "https://www.zotero.org/qdrga", "type": "text/html" } } }, "creatorSummary": "Pearson et al.", "parsedDate": "2019-01-01", "numChildren": 0 }, "data": { "key": "M43RIW73", "version": 10720, "itemType": "journalArticle", "title": "A culturally tailored research ethics training curriculum for American Indian and Alaska Native communities: a randomized comparison trial", "creators": [ { "creatorType": "author", "firstName": "C. R.", "lastName": "Pearson" }, { "creatorType": "author", "firstName": "M.", "lastName": "Parker" }, { "creatorType": "author", "firstName": "C.", "lastName": "Zhou" }, { "creatorType": "author", "firstName": "C.", "lastName": "Donald" }, { "creatorType": "author", "firstName": "C. B.", "lastName": "Fisher" } ], "abstractNote": "rETHICS - Research Ethics Training for Health in Indigenous Communities\nDr. Cynthia Pearson and colleagues have produce the rETHICS curriculum and a compete trainers toolkit for researchers and community members who are engaged in research conducted with Indigenous communities.\n\nrETHICS training toolkit\n\nThe toolkit consists of the rETHICS curriculum, facilitator guides, PowerPoint presentations, and case studies presented in six modules. Also included are quiz questions, an answer key, and a certificate of completion. Each PowerPoint presentation is matched with a step-by-step facilitator guide that includes in-depth information of each human subjects training content area and a scripted guide. As part of the training, there are interactive exercises that discuss different case studies, such as the 1979 Barrow Alcohol Study and the 1989 Havasupai case. The toolkit provides approximately 6 hours of training.\n\nAt the conclusion of the course, participants will have completed the following required training for the conduct with human subjects:\n\nResearch with AIAN Communities\nThe History of Ethical Regulations\nWhat is Human Subjects Research?\nInstitutional Review Board (IRB)\nRisks and Benefits from Research\nEnsuring Confidentiality and Managing Risk\nInformed Consent\nVulnerability\nChildren in Research\n Unanticipated Problems and Reporting Requirements in Research", "publicationTitle": "Critical Public Health", "publisher": "", "place": "", "date": "2019-01-01", "volume": "29", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "27-39", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Critical Public Health", "DOI": "10.1080/09581596.2018.1434482", "citationKey": "", "url": "https://www.tandfonline.com/doi/full/10.1080/09581596.2018.1434482", "accessDate": "2026-03-18T21:00:42Z", "PMID": "", "PMCID": "", "ISSN": "0958-1596, 1469-3682", "archive": "", "archiveLocation": "", "shortTitle": "A culturally tailored research ethics training curriculum for American Indian and Alaska Native communities", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "XSI6X46Y" ], "relations": {}, "dateAdded": "2026-03-18T21:00:42Z", "dateModified": "2026-03-18T21:01:18Z" } }, { "key": "VZDSQR4P", "version": 10718, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/VZDSQR4P", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/VZDSQR4P", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2954277, "username": "qdrGA", "name": "QDR Graduate Assistant", "links": { "alternate": { "href": "https://www.zotero.org/qdrga", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "VZDSQR4P", "version": 10718, "itemType": "report", "title": "", "creators": [], "abstractNote": "", "reportNumber": "", "reportType": "", "institution": "", "place": "", "date": "", "seriesTitle": "", "seriesNumber": "", "pages": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "XSI6X46Y" ], "relations": {}, "dateAdded": "2026-03-18T21:00:08Z", "dateModified": "2026-03-18T21:00:08Z" } }, { "key": "DD23VD5N", "version": 10717, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/DD23VD5N", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/DD23VD5N", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Hrynaszkiewicz et al.", "parsedDate": "2020-02-21", "numChildren": 0 }, "data": { "key": "DD23VD5N", "version": 10717, "itemType": "journalArticle", "title": "Developing a Research Data Policy Framework for All Journals and Publishers", "creators": [ { "creatorType": "author", "firstName": "Iain", "lastName": "Hrynaszkiewicz" }, { "creatorType": "author", "firstName": "Natasha", "lastName": "Simons" }, { "creatorType": "author", "firstName": "Azhar", "lastName": "Hussain" }, { "creatorType": "author", "firstName": "Rebecca", "lastName": "Grant" }, { "creatorType": "author", "firstName": "Simon", "lastName": "Goudie" } ], "abstractNote": "", "publicationTitle": "Data Science Journal", "publisher": "", "place": "", "date": "2020-02-21", "volume": "19", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "5", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "CODATA", "DOI": "10.5334/dsj-2020-005", "citationKey": "", "url": "https://datascience.codata.org/article/10.5334/dsj-2020-005/", "accessDate": "2026-03-17T14:05:07Z", "PMID": "", "PMCID": "", "ISSN": "1683-1470", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "http://creativecommons.org/licenses/by/4.0", "extra": "", "tags": [], "collections": [ "T8RQ3ZF4" ], "relations": {}, "dateAdded": "2026-03-17T14:05:07Z", "dateModified": "2026-03-17T14:05:07Z" } }, { "key": "UJ7G54WA", "version": 10716, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/UJ7G54WA", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/UJ7G54WA", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Hrynaszkiewicz et al.", "parsedDate": "2020-04-22", "numChildren": 0 }, "data": { "key": "UJ7G54WA", "version": 10716, "itemType": "journalArticle", "title": "Correction: ‘Developing a Research Data Policy Framework for All Journals and Publishers", "creators": [ { "creatorType": "author", "firstName": "Iain", "lastName": "Hrynaszkiewicz" }, { "creatorType": "author", "firstName": "Natasha", "lastName": "Simons" }, { "creatorType": "author", "firstName": "Azhar", "lastName": "Hussain" }, { "creatorType": "author", "firstName": "Rebecca", "lastName": "Grant" }, { "creatorType": "author", "firstName": "Simon", "lastName": "Goudie" } ], "abstractNote": "This article details a correction to the article: Hrynaszkiewicz, I., Simons, N., Hussain, A., Grant, R. and Goudie, S., 2020. Developing a Research Data Policy Framework for All Journals and Publishers. Data Science Journal, 19(1), p. 5. DOI: http://doi.org/10.5334/dsj-2020-005", "publicationTitle": "Data Science Journal", "publisher": "", "place": "", "date": "2020-04-22T10:04:14+00:00", "volume": "19", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.5334/dsj-2020-017", "citationKey": "", "url": "https://datascience.codata.org/articles/dsj-2020-017", "accessDate": "2026-03-17T14:04:32Z", "PMID": "", "PMCID": "", "ISSN": "1683-1470", "archive": "", "archiveLocation": "", "shortTitle": "Correction", "language": "en", "libraryCatalog": "datascience.codata.org", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "T8RQ3ZF4" ], "relations": {}, "dateAdded": "2026-03-17T14:04:35Z", "dateModified": "2026-03-17T14:04:35Z" } }, { "key": "8BYS7SVA", "version": 10715, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/8BYS7SVA", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/8BYS7SVA", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "8BYS7SVA", "version": 10715, "itemType": "blogPost", "title": "Publisher Data Availability Policies Index", "creators": [], "abstractNote": "Over the last few years, publishers have been making their Data Availability Policies known either at the publisher level or at the journal level. These policies range in their mandate, but most require authors to make all data necessary to replicate their study’s findings publicly available without restriction at the time of publication. When specific legal […]", "blogTitle": "CHORUS", "websiteType": "", "date": "", "DOI": "", "citationKey": "", "url": "https://www.chorusaccess.org/resources/chorus-for-publishers/publisher-data-availability-policies-index/", "accessDate": "2026-03-17T14:02:42Z", "ISSN": "", "shortTitle": "", "language": "en-US", "rights": "", "extra": "", "tags": [], "collections": [ "T8RQ3ZF4" ], "relations": {}, "dateAdded": "2026-03-17T14:02:44Z", "dateModified": "2026-03-17T14:02:44Z" } }, { "key": "VPZI5MDA", "version": 10714, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/VPZI5MDA", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/VPZI5MDA", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Huvila and Sinnamon", "parsedDate": "2024-12-15", "numChildren": 0 }, "data": { "key": "VPZI5MDA", "version": 10714, "itemType": "journalArticle", "title": "When data sharing is an answer and when (often) it is not: Acknowledging data‐driven, non‐data, and data‐decentered cultures", "creators": [ { "creatorType": "author", "firstName": "Isto", "lastName": "Huvila" }, { "creatorType": "author", "firstName": "Luanne S.", "lastName": "Sinnamon" } ], "abstractNote": "Abstract \n \n Contemporary research and innovation policies and advocates of data‐intensive research paradigms continue to urge increased sharing of research data. Such paradigms are underpinned by a pro‐data, normative data culture that has become dominant in the contemporary discourse. Earlier research on research data sharing has directed little attention to its alternatives as more than a deficit. The present study aims to provide insights into researchers' perspectives, rationales and practices of (non‐)sharing of research data in relation to their research practices. We address two research questions, (RQ1) what underpinning patterns can be identified in researchers' (non‐)sharing of research data, and (RQ2) how are attitudes and data‐sharing linked to researchers' general practices of conducting their research. We identify and describe \n data‐decentered culture \n and \n non‐data culture \n as alternatives and parallels to the \n data‐driven culture \n , and describe researchers de‐inscriptions of how they resist and appropriate predominant notions of data in their data practices by problematizing the notion of data, asserting exceptions to the general case of data sharing, and resisting or opting out from data sharing.", "publicationTitle": "Journal of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "2024-12-15", "volume": "75", "issue": "13", "section": "", "partNumber": "", "partTitle": "", "pages": "1515-1530", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Asso for Info Science & Tech", "DOI": "10.1002/asi.24957", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24957", "accessDate": "2026-03-17T13:49:18Z", "PMID": "", "PMCID": "", "ISSN": "2330-1635, 2330-1643", "archive": "", "archiveLocation": "", "shortTitle": "When data sharing is an answer and when (often) it is not", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2026-03-17T13:49:33Z", "dateModified": "2026-03-17T13:49:33Z" } }, { "key": "PU389CBS", "version": 10712, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/PU389CBS", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/PU389CBS", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Huvila and Sinnamon", "parsedDate": "2024-12-15", "numChildren": 0 }, "data": { "key": "PU389CBS", "version": 10712, "itemType": "journalArticle", "title": "When data sharing is an answer and when (often) it is not: Acknowledging data‐driven, non‐data, and data‐decentered cultures", "creators": [ { "creatorType": "author", "firstName": "Isto", "lastName": "Huvila" }, { "creatorType": "author", "firstName": "Luanne S.", "lastName": "Sinnamon" } ], "abstractNote": "Abstract \n \n Contemporary research and innovation policies and advocates of data‐intensive research paradigms continue to urge increased sharing of research data. Such paradigms are underpinned by a pro‐data, normative data culture that has become dominant in the contemporary discourse. Earlier research on research data sharing has directed little attention to its alternatives as more than a deficit. The present study aims to provide insights into researchers' perspectives, rationales and practices of (non‐)sharing of research data in relation to their research practices. We address two research questions, (RQ1) what underpinning patterns can be identified in researchers' (non‐)sharing of research data, and (RQ2) how are attitudes and data‐sharing linked to researchers' general practices of conducting their research. We identify and describe \n data‐decentered culture \n and \n non‐data culture \n as alternatives and parallels to the \n data‐driven culture \n , and describe researchers de‐inscriptions of how they resist and appropriate predominant notions of data in their data practices by problematizing the notion of data, asserting exceptions to the general case of data sharing, and resisting or opting out from data sharing.", "publicationTitle": "Journal of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "2024-12-15", "volume": "75", "issue": "13", "section": "", "partNumber": "", "partTitle": "", "pages": "1515-1530", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Asso for Info Science & Tech", "DOI": "10.1002/asi.24957", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24957", "accessDate": "2026-03-17T13:49:18Z", "PMID": "", "PMCID": "", "ISSN": "2330-1635, 2330-1643", "archive": "", "archiveLocation": "", "shortTitle": "When data sharing is an answer and when (often) it is not", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "8B4WHJM3" ], "relations": {}, "dateAdded": "2026-03-17T13:49:18Z", "dateModified": "2026-03-17T13:49:18Z" } }, { "key": "VZXSMAHB", "version": 10709, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/VZXSMAHB", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/VZXSMAHB", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Curty et al.", "parsedDate": "2016", "numChildren": 0 }, "data": { "key": "VZXSMAHB", "version": 10709, "itemType": "journalArticle", "title": "Untangling data sharing and reuse in social sciences", "creators": [ { "creatorType": "author", "firstName": "Renata", "lastName": "Curty" }, { "creatorType": "author", "firstName": "Ayoung", "lastName": "Yoon" }, { "creatorType": "author", "firstName": "Wei", "lastName": "Jeng" }, { "creatorType": "author", "firstName": "Jian", "lastName": "Qin" } ], "abstractNote": "ABSTRACT \n The discipline of social science has unique research norms and cultures regarding data sharing and reuse that can be affected by complex factors related to context, time and dependence on human subjects. Compared with STEM disciplines, social sciences emphasize the protection of study participants and observees. Extra effort is required from reusers to preserve data interconnectedness in order to guarantee the data's understandability and informative value. In this panel, the panelists will present their research findings and provide perspective on social science data sharing and reuse, including factors that may influence data reuse behavior, researchers' trust judgment in data for data reuse, and infrastructural barriers and incentives for data sharing among social scientists. This panel aims to provide an overview of the current state of social science data reuse and sharing, and, in collaboration with panel participants, elicit topics for future research. It also proposes a practical agenda to develop alternative incentives for individual researchers, and potential ways in which data sharing and reuse can be improved, coordinated, and encouraged among social scientists.", "publicationTitle": "Proceedings of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "01/2016", "volume": "53", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "1-5", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Proc. Assoc. Info. Sci. Tech.", "DOI": "10.1002/pra2.2016.14505301025", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/pra2.2016.14505301025", "accessDate": "2026-03-17T13:45:42Z", "PMID": "", "PMCID": "", "ISSN": "2373-9231, 2373-9231", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "8B4WHJM3" ], "relations": {}, "dateAdded": "2026-03-17T13:45:42Z", "dateModified": "2026-03-17T13:45:42Z" } }, { "key": "EAY64E4N", "version": 10708, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/EAY64E4N", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/EAY64E4N", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Frank et al.", "parsedDate": "2017", "numChildren": 0 }, "data": { "key": "EAY64E4N", "version": 10708, "itemType": "journalArticle", "title": "Trust in qualitative data repositories", "creators": [ { "creatorType": "author", "firstName": "Rebecca D.", "lastName": "Frank" }, { "creatorType": "author", "firstName": "Zui", "lastName": "Chen" }, { "creatorType": "author", "firstName": "Erica", "lastName": "Crawford" }, { "creatorType": "author", "firstName": "Kara", "lastName": "Suzuka" }, { "creatorType": "author", "firstName": "Elizabeth", "lastName": "Yakel" } ], "abstractNote": "ABSTRACT \n This paper applies Pirson and Malhotra's (2011) framework for organizational trust to data reuse in an educational context. Their framework delineates stakeholders along two axes: depth of the interactions (e.g., shallow or deep) and the locus of the relationship (e.g., internal or external). We analyzed 139 survey responses and 44 in‐depth interviews with users of repositories holding video records of practice. We found that factors such as data quality, co‐production of data between the repository and data producer, responsiveness of staff, and transparency of curation processes influenced trust, and that responsiveness and transparency were of particular importance for trust development for users with deeper interactions and a more internal loci of relationships to repositories.", "publicationTitle": "Proceedings of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "01/2017", "volume": "54", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "102-111", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Proc. Assoc. Info. Sci. Tech.", "DOI": "10.1002/pra2.2017.14505401012", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/pra2.2017.14505401012", "accessDate": "2026-03-17T13:45:10Z", "PMID": "", "PMCID": "", "ISSN": "2373-9231, 2373-9231", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "8B4WHJM3" ], "relations": {}, "dateAdded": "2026-03-17T13:45:10Z", "dateModified": "2026-03-17T13:45:10Z" } }, { "key": "PBIA3J99", "version": 10707, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/PBIA3J99", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/PBIA3J99", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Yakel et al.", "parsedDate": "2024", "numChildren": 0 }, "data": { "key": "PBIA3J99", "version": 10707, "itemType": "journalArticle", "title": "An empirical examination of data reuser trust in a digital repository", "creators": [ { "creatorType": "author", "firstName": "Elizabeth", "lastName": "Yakel" }, { "creatorType": "author", "firstName": "Ixchel M.", "lastName": "Faniel" }, { "creatorType": "author", "firstName": "Lionel P.", "lastName": "Robert" } ], "abstractNote": "Abstract \n Most studies of trusted digital repositories have focused on the internal factors delineated in the Open Archival Information System (OAIS) Reference Model—organizational structure, technical infrastructure, and policies, procedures, and processes. Typically, these factors are used during an audit and certification process to demonstrate a repository can be trusted. The factors influencing a repository's designated community of users to trust it remains largely unexplored. This article proposes and tests a model of trust in a data repository and the influence trust has on users' intention to continue using it. Based on analysis of 245 surveys from quantitative social scientists who published research based on the holdings of one data repository, findings show three factors are positively related to data reuser trust—integrity, identification, and structural assurance. In turn, trust and performance expectancy are positively related to data reusers' intentions to return to the repository for more data. As one of the first studies of its kind, it shows the conceptualization of trusted digital repositories needs to go beyond high‐level definitions and simple application of the OAIS standard. Trust needs to encompass the complex trust relationship between designated communities of users that the repositories are being built to serve.", "publicationTitle": "Journal of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "08/2024", "volume": "75", "issue": "8", "section": "", "partNumber": "", "partTitle": "", "pages": "898-915", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Asso for Info Science & Tech", "DOI": "10.1002/asi.24933", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24933", "accessDate": "2026-03-17T13:43:51Z", "PMID": "", "PMCID": "", "ISSN": "2330-1635, 2330-1643", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "8B4WHJM3" ], "relations": {}, "dateAdded": "2026-03-17T13:43:51Z", "dateModified": "2026-03-17T13:43:51Z" } }, { "key": "RW6BFAWC", "version": 10706, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/RW6BFAWC", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/RW6BFAWC", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Mattern et al.", "parsedDate": "2024", "numChildren": 0 }, "data": { "key": "RW6BFAWC", "version": 10706, "itemType": "journalArticle", "title": "Why academics under‐share research data: A social relational theory", "creators": [ { "creatorType": "author", "firstName": "Janice Bially", "lastName": "Mattern" }, { "creatorType": "author", "firstName": "Joseph", "lastName": "Kohlburn" }, { "creatorType": "author", "firstName": "Heather", "lastName": "Moulaison‐Sandy" } ], "abstractNote": "Abstract \n Despite their professed enthusiasm for open science, faculty researchers have been documented as not freely sharing their data; instead, if sharing data at all, they take a minimal approach. A robust research agenda in LIS has documented the data under‐sharing practices in which they engage, and the motivations they profess. Using theoretical frameworks from sociology to complement research in LIS, this article examines the broader context in which researchers are situated, theorizing the social relational dynamics in academia that influence faculty decisions and practices relating to data sharing. We advance a theory that suggests that the academy has entered a period of transition, and faculty resistance to data sharing through foot‐dragging is one response to shifting power dynamics. If the theory is borne out empirically, proponents of open access will need to find a way to encourage open academic research practices without undermining the social value of academic researchers.", "publicationTitle": "Journal of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "09/2024", "volume": "75", "issue": "9", "section": "", "partNumber": "", "partTitle": "", "pages": "988-1001", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Asso for Info Science & Tech", "DOI": "10.1002/asi.24938", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24938", "accessDate": "2026-03-17T13:43:31Z", "PMID": "", "PMCID": "", "ISSN": "2330-1635, 2330-1643", "archive": "", "archiveLocation": "", "shortTitle": "Why academics under‐share research data", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "8B4WHJM3" ], "relations": {}, "dateAdded": "2026-03-17T13:43:31Z", "dateModified": "2026-03-17T13:43:31Z" } }, { "key": "7HIY2SFC", "version": 10704, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/7HIY2SFC", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/7HIY2SFC", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Boyd", "parsedDate": "2021", "numChildren": 0 }, "data": { "key": "7HIY2SFC", "version": 10704, "itemType": "journalArticle", "title": "Understanding Research Data Repositories as Infrastructures", "creators": [ { "creatorType": "author", "firstName": "Ceilyn", "lastName": "Boyd" } ], "abstractNote": "Abstract \n \n This study discusses the properties of research data repositories and explores metadata about 2,646 entries in the Registry of Research Data Repositories ( \n re3data.org \n ) to identify the characteristics attributed to infrastructures they exhibit. The results reveal how research data repositories function as information infrastructure for scientific community members and contribute to the small body of literature that examines data repositories through a socio‐technical lens.", "publicationTitle": "Proceedings of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "10/2021", "volume": "58", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "25-35", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Proceedings of the Association for Information Science and Technology", "DOI": "10.1002/pra2.433", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/pra2.433", "accessDate": "2026-03-17T13:38:08Z", "PMID": "", "PMCID": "", "ISSN": "2373-9231, 2373-9231", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "8B4WHJM3" ], "relations": {}, "dateAdded": "2026-03-17T13:38:08Z", "dateModified": "2026-03-17T13:38:08Z" } }, { "key": "P6P7UCWZ", "version": 10701, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/P6P7UCWZ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/P6P7UCWZ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Stvilia et al.", "parsedDate": "2025", "numChildren": 0 }, "data": { "key": "P6P7UCWZ", "version": 10701, "itemType": "journalArticle", "title": "Data quality assurance practices in research data repositories—A systematic literature review. An Annual Review of Information Science and Technology (ARIST) paper", "creators": [ { "creatorType": "author", "firstName": "Besiki", "lastName": "Stvilia" }, { "creatorType": "author", "firstName": "Yuanying", "lastName": "Pang" }, { "creatorType": "author", "firstName": "Dong Joon", "lastName": "Lee" }, { "creatorType": "author", "firstName": "Fatih", "lastName": "Gunaydin" } ], "abstractNote": "Abstract \n Data quality issues can significantly hinder research reproducibility, data sharing, and reuse. At the forefront of addressing data quality issues are research data repositories (RDRs). This study conducted a systematic analysis of data quality assurance (DQA) practices in RDRs, guided by activity theory and data quality literature, resulting in conceptualizing a data quality assurance model (DQAM) for RDRs. DQAM outlines a DQA process comprising evaluation, intervention, and communication activities and categorizes 17 quality dimensions into intrinsic and product‐level data quality. It also details specific improvement actions for data products and identifies the essential roles, skills, standards, and tools for DQA in RDRs. By comparing DQAM with existing DQA models, the study highlights its potential to improve these models by adding a specific DQA activity structure. The theoretical implication of the study is a systematic conceptualization of DQA work in RDRs that is grounded in a comprehensive analysis of the literature and offers a refined conceptualization of DQA integration into broader frameworks of RDR evaluation. In practice, DQAM can inform the design and development of DQA workflows and tools. As a future research direction, the study suggests applying and evaluating DQAM across various domains to validate and refine this model further.", "publicationTitle": "Journal of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "01/2025", "volume": "76", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "238-261", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Asso for Info Science & Tech", "DOI": "10.1002/asi.24948", "citationKey": "", "url": "https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24948", "accessDate": "2026-03-17T13:35:38Z", "PMID": "", "PMCID": "", "ISSN": "2330-1635, 2330-1643", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "D866INN7" ], "relations": {}, "dateAdded": "2026-03-17T13:35:39Z", "dateModified": "2026-03-17T13:35:39Z" } }, { "key": "3D8VBFNA", "version": 10700, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/3D8VBFNA", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/3D8VBFNA", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Lee et al.", "parsedDate": "2025-12-15", "numChildren": 0 }, "data": { "key": "3D8VBFNA", "version": 10700, "itemType": "journalArticle", "title": "Developing a data quality assurance ontology for research data repositories", "creators": [ { "creatorType": "author", "firstName": "Dong Joon", "lastName": "Lee" }, { "creatorType": "author", "firstName": "Besiki", "lastName": "Stvilia" }, { "creatorType": "author", "firstName": "Fatih", "lastName": "Gunaydin" }, { "creatorType": "author", "firstName": "Yuanying", "lastName": "Pang" } ], "abstractNote": "Purpose \n Data quality assurance (DQA) is essential for enabling the sharing and reuse of research data, especially given the increasing focus on data transparency, reproducibility, credibility and validity in research. Although the literature on research data curation is vast, there remains a lack of theory-guided exploration of DQA modeling in research data repositories (RDRs). \n \n \n Design/methodology/approach \n This study addresses this gap by examining 12 distinct cases of DQA-related knowledge organization tools, including four metadata vocabularies, three metadata schemas, one ontology and four standards used to guide DQA work in RDRs. \n \n \n Findings \n The study analyzed the cases utilizing a theoretical framework based on activity theory and data quality literature and synthesized a model and a knowledge artifact, a DQA ontology (DQAO, Lee et al., 2024), that encodes a DQA theory for RDRs. The ontology includes 127 classes, 44 object properties, 7 data properties and 18 instances. The article also uses problem scenarios to illustrate how the DQAO can be integrated into the FAIR ecosystem. \n \n \n Originality/value \n The study provides valuable insights into DQA theory and practice in RDRs and offers a DQA ontology for designing, evaluating and integrating DQA workflows within RDRs.", "publicationTitle": "Journal of Documentation", "publisher": "", "place": "", "date": "2025-12-15", "volume": "81", "issue": "7", "section": "", "partNumber": "", "partTitle": "", "pages": "63-84", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1108/JD-09-2024-0212", "citationKey": "", "url": "https://www.emerald.com/jd/article/81/7/63/1267418/Developing-a-data-quality-assurance-ontology-for", "accessDate": "2026-03-17T13:32:35Z", "PMID": "", "PMCID": "", "ISSN": "0022-0418, 1758-7379", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "D866INN7" ], "relations": {}, "dateAdded": "2026-03-17T13:32:35Z", "dateModified": "2026-03-17T13:32:35Z" } }, { "key": "UTJULG4G", "version": 10699, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/UTJULG4G", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/UTJULG4G", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Lee and Stvilia", "parsedDate": "2017-03-16", "numChildren": 0 }, "data": { "key": "UTJULG4G", "version": 10699, "itemType": "journalArticle", "title": "Practices of research data curation in institutional repositories: A qualitative view from repository staff", "creators": [ { "creatorType": "author", "firstName": "Dong Joon", "lastName": "Lee" }, { "creatorType": "author", "firstName": "Besiki", "lastName": "Stvilia" }, { "creatorType": "editor", "firstName": "Hussein", "lastName": "Suleman" } ], "abstractNote": "", "publicationTitle": "PLOS ONE", "publisher": "", "place": "", "date": "2017-3-16", "volume": "12", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "e0173987", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "PLoS ONE", "DOI": "10.1371/journal.pone.0173987", "citationKey": "", "url": "https://dx.plos.org/10.1371/journal.pone.0173987", "accessDate": "2026-03-17T13:31:15Z", "PMID": "", "PMCID": "", "ISSN": "1932-6203", "archive": "", "archiveLocation": "", "shortTitle": "Practices of research data curation in institutional repositories", "language": "en", "libraryCatalog": "DOI.org (Crossref)", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "D866INN7" ], "relations": {}, "dateAdded": "2026-03-17T13:31:15Z", "dateModified": "2026-03-17T13:31:15Z" } }, { "key": "UYBCMEKE", "version": 10698, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/UYBCMEKE", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/UYBCMEKE", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/487712/items/AL3ZJ7PA", "type": "application/json" } }, "meta": { "createdByUser": { "id": 2433, "username": "adamsmith", "name": "Sebastian Karcher", "links": { "alternate": { "href": "https://www.zotero.org/adamsmith", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "UYBCMEKE", "version": 10698, "parentItem": "AL3ZJ7PA", "itemType": "attachment", "linkMode": "imported_url", "title": "Jacobs et al. - The qualitative transparency deliberations insigh.pdf", "accessDate": "2022-06-17T13:34:09Z", "url": "https://eprints.whiterose.ac.uk/176340/1/QTD-Symposium_OverviewEssay-SSRN-final-Feb_2020.pdf", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Jacobs et al. - The qualitative transparency deliberations insigh.pdf", "md5": "287623e0cd7391fada1613f0c7790c5e", "mtime": 1655472849514, "tags": [], "relations": {}, "dateAdded": "2022-06-17T13:34:09Z", "dateModified": "2026-02-16T21:35:54Z" } }, { "key": "SXRK9B65", "version": 10697, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/SXRK9B65", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/SXRK9B65", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2954277, "username": "qdrGA", "name": "QDR Graduate Assistant", "links": { "alternate": { "href": "https://www.zotero.org/qdrga", "type": "text/html" } } }, "lastModifiedByUser": { "id": 2433, "username": "adamsmith", "name": "Sebastian Karcher", "links": { "alternate": { "href": "https://www.zotero.org/adamsmith", "type": "text/html" } } }, "creatorSummary": "APSA", "parsedDate": "2012", "numChildren": 2 }, "data": { "key": "SXRK9B65", "version": 10697, "itemType": "book", "title": "A Guide to professional ethics in political science", "creators": [ { "creatorType": "author", "name": "APSA" } ], "abstractNote": "", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "2nd ed", "date": "2012", "publisher": "American Political Science Association", "place": "Washington, D.C", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "numPages": "35", "ISBN": "978-1-878147-05-9", "DOI": "", "citationKey": "", "url": "https://www.apsanet.org/Portals/54/APSA%20Files/publications/ethicsguideweb.pdf", "accessDate": "2026-02-16", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "Library of Congress ISBN", "callNumber": "JA79 .G85 1991", "rights": "", "extra": "", "tags": [ { "tag": "Political scientists", "type": 1 }, { "tag": "Professional ethics", "type": 1 }, { "tag": "United States", "type": 1 }, { "tag": "ethics" } ], "collections": [ "6NY6NGFX", "SUS9M64U" ], "relations": {}, "dateAdded": "2018-09-27T19:10:25Z", "dateModified": "2026-02-16T21:03:35Z" } }, { "key": "MKWBGP9Z", "version": 10695, "library": { "type": "group", "id": 487712, "name": "QDR Resources", "links": { "alternate": { "href": "https://www.zotero.org/groups/qdr_resources", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/487712/items/MKWBGP9Z", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/qdr_resources/items/MKWBGP9Z", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2956508, "username": "qdr", "name": "Qualitative Data Repository", "links": { "alternate": { "href": "https://www.zotero.org/qdr", "type": "text/html" } } }, "creatorSummary": "Cole et al.", "parsedDate": "2024-12-23", "numChildren": 0 }, "data": { "key": "MKWBGP9Z", "version": 10695, "itemType": "preprint", "title": "Reproducibility and replicability of qualitative research: an integrative review of concepts, barriers and enablers", "creators": [ { "creatorType": "author", "firstName": "Nicki Lisa", "lastName": "Cole" }, { "creatorType": "author", "firstName": "Sven", "lastName": "Ulpts" }, { "creatorType": "author", "firstName": "Agata", "lastName": "Bochynska" }, { "creatorType": "author", "firstName": "Eva", "lastName": "Kormann" }, { "creatorType": "author", "firstName": "Matthew", "lastName": "Good" }, { "creatorType": "author", "firstName": "Barbara", "lastName": "Leitner" }, { "creatorType": "author", "firstName": "Tony", "lastName": "Ross-Hellauer" } ], "abstractNote": "The integrative review presented here examines how reproducibility and replicability are conceptualized and discussed in relation to qualitative research, and which factors and practices enable or undermine them. Both peer-reviewed and grey English-language literature that address reproducibility and/or Open Science in relation to qualitative research were eligible for inclusion. Initial searches were conducted in Scopus, Web of Science, Dimensions, PubMed, APA PsychInfo, and JSTOR, and followed with snowball sampling from included literature. Studies were screened and both quantitative and qualitative data were extracted using the SyRF online platform, with 248 papers included. We found that conceptualizations that stem from quantitative standpoints are overwhelmingly framed as inappropriate practices and epistemic criteria for (most) qualitative research. When conceptualized in alternative ways that are adapted to the epistemic conditions, aims and practices of qualitative research, they can be both applicable and appropriate. Key barriers include the ontological and epistemological misalignment of reproducibility, replicability and Open Science and qualitative research, and ethical and practical concerns surrounding data sharing and reuse. Key enablers include practices that respond to ethical and practical concerns around data sharing and reuse (anonymization, ethical consent practices, context documentation, and ethical access management), adapting expectations and norms of openness, and established qualitative practices including documentation, reflexivity, and considering positionality. We conclude that reproducibility, replicability and Open Science practices must be adapted to the aims and epistemic conditions of qualitative research for them to be applicable and feasible, and that they will not always be both for all qualitative research.", "genre": "", "repository": "", "archiveID": "", "place": "", "date": "2024-12-23", "series": "", "seriesNumber": "", "DOI": "10.31222/osf.io/n5zkw_v1", "citationKey": "", "url": "https://osf.io/n5zkw_v1", "accessDate": "2026-02-10T16:57:27Z", "archive": "", "archiveLocation": "", "shortTitle": "Reproducibility and replicability of qualitative research", "language": "", "libraryCatalog": "MetaArXiv", "callNumber": "", "rights": "https://creativecommons.org/licenses/by/4.0/legalcode", "extra": "", "tags": [], "collections": [ "RA7H7BXD" ], "relations": {}, "dateAdded": "2026-02-10T16:57:27Z", "dateModified": "2026-02-10T16:57:27Z" } } ]