[ { "key": "4U7Z9X77", "version": 3218, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/4U7Z9X77", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/4U7Z9X77", "type": "text/html" } }, "meta": { "createdByUser": { "id": 41016, "username": "lkurtz", "name": "Lester Kurtz", "links": { "alternate": { "href": "https://www.zotero.org/lkurtz", "type": "text/html" } } }, "creatorSummary": "Evans", "parsedDate": "2000", "numChildren": 0 }, "data": { "key": "4U7Z9X77", "version": 3218, "itemType": "journalArticle", "title": "Fighting Marginalization with Transnational Networks: Counter-Hegemonic Globalization", "creators": [ { "creatorType": "author", "firstName": "Peter", "lastName": "Evans" } ], "abstractNote": "Evans explore transnationally organized political, economic, and cultural networks that are emerging alongside the reorganization of global finance and production. These transnational networks are also a kind of \"globalization from below,\" but the emphasis is more on challenge than adaptation.", "publicationTitle": "Contemporary sociology (Washington)", "publisher": "American Sociological Association", "place": "Washington", "date": "2000", "volume": "29", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "230–241", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.2307/2654947", "citationKey": "", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "0094-3061", "archive": "", "archiveLocation": "", "shortTitle": "Fighting Marginalization with Transnational Networks", "language": "eng", "libraryCatalog": "wrlc-gm.primo.exlibrisgroup.com", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Advocacy", "type": 1 }, { "tag": "Balance of power", "type": 1 }, { "tag": "Communication", "type": 1 }, { "tag": "Consumerism", "type": 1 }, { "tag": "Countermovements", "type": 1 }, { "tag": "Developing countries", "type": 1 }, { "tag": "Finance", "type": 1 }, { "tag": "Globalization", "type": 1 }, { "tag": "Governance", "type": 1 }, { "tag": "Hegemony", "type": 1 }, { "tag": "Human rights", "type": 1 }, { "tag": "International finance", "type": 1 }, { "tag": "International relations", "type": 1 }, { "tag": "International trade", "type": 1 }, { "tag": "LDCs", "type": 1 }, { "tag": "Labor", "type": 1 }, { "tag": "Labor Movements", "type": 1 }, { "tag": "Labor standards", "type": 1 }, { "tag": "Liberalism", "type": 1 }, { "tag": "Marginality", "type": 1 }, { "tag": "Norms", "type": 1 }, { "tag": "Political activism", "type": 1 }, { "tag": "Resistance", "type": 1 }, { "tag": "Social Action", "type": 1 }, { "tag": "Social Networks", "type": 1 }, { "tag": "Social exclusion", "type": 1 }, { "tag": "Social psychology", "type": 1 }, { "tag": "Sociology", "type": 1 }, { "tag": "Third World", "type": 1 }, { "tag": "Transnationalism", "type": 1 }, { "tag": "Utopian Visions: Engaged Sociologies for the 21st Century: Expanding Democratic Choices", "type": 1 }, { "tag": "Womens rights", "type": 1 }, { "tag": "Working conditions", "type": 1 } ], "collections": [ "LCJW4GX5" ], "relations": {}, "dateAdded": "2026-04-06T01:16:14Z", "dateModified": "2026-04-06T01:16:14Z" } }, { "key": "I88DJCKC", "version": 3216, "library": { "type": "group", "id": 164927, "name": "Social Thought - 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2016 - Autoethnography as method.pdf", "md5": "226b1ae60d71cfd8ac51f6dbd16cb84c", "mtime": 1775227318020, "tags": [], "relations": {}, "dateAdded": "2026-04-03T14:41:58Z", "dateModified": "2026-04-03T14:41:58Z" } }, { "key": "2GTKNN5D", "version": 3214, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/2GTKNN5D", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/2GTKNN5D", "type": "text/html" } }, "meta": { "createdByUser": { "id": 41016, "username": "lkurtz", "name": "Lester Kurtz", "links": { "alternate": { "href": "https://www.zotero.org/lkurtz", "type": "text/html" } } }, "creatorSummary": "Chang", "parsedDate": "2016", "numChildren": 1 }, "data": { "key": "2GTKNN5D", "version": 3214, "itemType": "book", "title": "Autoethnography as method", "creators": [ { "creatorType": "author", "firstName": "Heewon", "lastName": "Chang" } ], "abstractNote": "", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2016", "publisher": "Routledge", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "numPages": "", "ISBN": "", "DOI": "", "citationKey": "", "url": "https://api.taylorfrancis.com/content/books/mono/download?identifierName=doi&identifierValue=10.4324/9781315433370&type=googlepdf", "accessDate": "2026-04-03T14:41:56Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "Google Scholar", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "LCJW4GX5" ], "relations": {}, "dateAdded": "2026-04-03T14:41:56Z", "dateModified": "2026-04-03T14:41:56Z" } }, { "key": "GJV7QU9R", "version": 3213, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/GJV7QU9R", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/GJV7QU9R", "type": "text/html" } }, "meta": { "createdByUser": { "id": 41016, "username": "lkurtz", "name": "Lester Kurtz", "links": { "alternate": { "href": "https://www.zotero.org/lkurtz", "type": "text/html" } } }, "creatorSummary": "Dompere", "parsedDate": "2022", "numChildren": 0 }, "data": { "key": "GJV7QU9R", "version": 3213, "itemType": "bookSection", "title": "The Theory of Epistemic Spaces for the Diversity and the Unity of Knowing and Science", "creators": [ { "creatorType": "author", "firstName": "Kofi Kissi", "lastName": "Dompere" }, { "creatorType": "editor", "firstName": "Kofi Kissi", "lastName": "Dompere" } ], "abstractNote": "In this chapter, the concept of epistemic space is advanced, defined and explicated for the understanding of fuzzy spaces in the development of the theory of knowing as the theory of intellectual investment flows and the theory of information-knowledge systemInformation-knowledge system as the theory of intellectual capital stocks. In this framework, the theory of intellectual investment-capital process is seen as the theory of intellectual stock-flow dynamics, where the intellectual information-capital stocks provide capital-service input flows into the general neuro-decision-choice space and the intellectual investment flows provide continual updating of intellectual stocks in the space of quality-quantity dualities. The relevant spaces and sub-spaces are introduced leading to the definition and explication of the epistemic space and the development of theory of epistemic space for the understanding of both the theories of knowing and knowledge seen in terms of neuro-decision-choice activitiesNeuro-decision-choice activities over the space of problem–solution dualitiesProblem-solution duality.", "bookTitle": "The Theory of Problem-Solution Dualities and Polarities: Information-Decision-Choice Foundations of the Unity of Knowing and the Unity of Science", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2022", "publisher": "Springer International Publishing", "place": "Cham", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "43-73", "ISBN": "978-3-030-90279-7", "DOI": "10.1007/978-3-030-90279-7_3", "citationKey": "", "url": "https://doi.org/10.1007/978-3-030-90279-7_3", "accessDate": "2026-04-03T12:06:02Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "Springer Link", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "LCJW4GX5" ], "relations": {}, "dateAdded": "2026-04-03T12:06:02Z", "dateModified": "2026-04-03T12:09:52Z" } }, { "key": "S92XN4QG", "version": 3112, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/S92XN4QG", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/S92XN4QG", "type": "text/html" } }, "meta": { "createdByUser": { "id": 18718585, "username": "trisha_r", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/trisha_r", "type": "text/html" } } }, "lastModifiedByUser": { "id": 2822486, "username": "Charlotte Becker", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/charlotte_becker", "type": "text/html" } } }, "creatorSummary": "Fraser and Turcan", "parsedDate": "2025-06", "numChildren": 1 }, "data": { "key": "S92XN4QG", "version": 3112, "itemType": "journalArticle", "title": "Reconstructing the Social Construction of Reality", "creators": [ { "creatorType": "author", "firstName": "Norman M.", "lastName": "Fraser" }, { "creatorType": "author", "firstName": "Romeo V.", "lastName": "Turcan" } ], "abstractNote": "What is the relationship between legitimation and institutionalization? We take a fresh look at a more complex and nuanced landscape than has previously been documented. Our approach is to view legitimation and institutionalization as separate, though related, processes. We engage in theory building to develop a typology suggesting four different ways in which the social construction of reality can be achieved: instantiating (mutual causal emergence, coming into being), realizing (legitimating toward institutionalization), aspiring (legitimating from institutionalization) and missing (mutual causal suppression, unrealized potential). Our typology contributes a new foundational framework for the sociology of knowledge for better explicating socially constructed reality, not only in periods of stability but also in the uncertainty of liquid times and states.", "publicationTitle": "The British Journal of Sociology", "publisher": "", "place": "", "date": "2025-6", "volume": "76", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "657-662", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Br J Sociol", "DOI": "10.1111/1468-4446.13190", "citationKey": "", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12163552/", "accessDate": "2025-12-17T14:33:41Z", "PMID": "39865622", "PMCID": "PMC12163552", "ISSN": "0007-1315", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "0 citations (Semantic Scholar/DOI) [2025-12-17]\nRead_Status: Not Reading\nRead_Status_Date: 2025-12-17T15:22:08.070Z\nCitations: 0 (Crossref) [2025-12-17]\nCitations: 0 (SemanticScholar) [2025-12-17]", "tags": [], "collections": [], "relations": {}, "dateAdded": "2025-12-17T14:33:41Z", "dateModified": "2025-12-17T15:22:32Z" } }, { "key": "NPVG9CPW", "version": 3112, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/NPVG9CPW", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/NPVG9CPW", "type": "text/html" } }, "meta": { "createdByUser": { "id": 18718585, "username": "trisha_r", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/trisha_r", "type": "text/html" } } }, "lastModifiedByUser": { "id": 2822486, "username": "Charlotte Becker", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/charlotte_becker", "type": "text/html" } } }, "creatorSummary": "Day and Rennie", "parsedDate": "2023", "numChildren": 2 }, "data": { "key": "NPVG9CPW", "version": 3112, "itemType": "journalArticle", "title": "Data science research in sub-Saharan Africa: Ethical considerations in crowdsourcing for community engagement", "creators": [ { "creatorType": "author", "firstName": "Suzanne", "lastName": "Day" }, { "creatorType": "author", "firstName": "Stuart", "lastName": "Rennie" } ], "abstractNote": "The growth in data science research in sub-Saharan Africa raises important ethical questions for the collection and use of ‘big data’ in this context, with particularly disparate implications for the most vulnerable and marginalised populations. While enhanced public involvement may be able to mitigate some of these risks, data science presents some unique barriers to community engagement efforts, including limited data literacy, lack of transparency in data collection and use, and little opportunity to ‘opt out’ from participation. The participatory approach of crowdsourcing offers a promising solution to address the critical need for community engagement. Crowdsourcing involves inviting a group to contribute solutions to a problem, and then publicly sharing the results for implementation. By crowdsourcing stakeholder ideas for innovative ways to enhance public involvement in data science research, the Research for Ethical Data Science in Southern Africa (REDSSA) project is leading the efforts to close the community engagement gap. Promising strategies that emerge from these efforts will ultimately help to shape more ethical and equitable data science research in Africa as this field continues to grow.", "publicationTitle": "South African journal of science", "publisher": "", "place": "", "date": "2023", "volume": "119", "issue": "5-6", "section": "", "partNumber": "", "partTitle": "", "pages": "14911", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "S Afr J Sci", "DOI": "10.17159/sajs.2023/14911", "citationKey": "", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11426195/", "accessDate": "2025-12-17T14:34:03Z", "PMID": "39328371", "PMCID": "PMC11426195", "ISSN": "0038-2353", "archive": "", "archiveLocation": "", "shortTitle": "Data science research in sub-Saharan Africa", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "Read_Status: Not Reading\nRead_Status_Date: 2025-12-17T15:21:46.191Z\nCitations: 1 (Crossref) [2025-12-17]\nCitations: 2 (SemanticScholar) [2025-12-17]", "tags": [], "collections": [], "relations": {}, "dateAdded": "2025-12-17T14:34:03Z", "dateModified": "2025-12-17T15:22:08Z" } }, { "key": "TGGAZ8YY", "version": 3055, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/TGGAZ8YY", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/TGGAZ8YY", "type": "text/html" } }, "meta": { "createdByUser": { "id": 18718585, "username": "trisha_r", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/trisha_r", "type": "text/html" } } }, "lastModifiedByUser": { "id": 9958632, "username": "xiongliff", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/xiongliff", "type": "text/html" } } }, "creatorSummary": "Rimban", "parsedDate": "2024", "numChildren": 1 }, "data": { "key": "TGGAZ8YY", "version": 3055, "itemType": "journalArticle", "title": "Data Sovereignty and the Myth of the Universal Dataset: A Critical Review of Benchmarking in Machine Learning", "creators": [ { "creatorType": "author", "firstName": "Erwin L", "lastName": "Rimban" } ], "abstractNote": "This paper presents a critical review of the concept of universal benchmark datasets in machine learning through the lens of data sovereignty and decolonial theory. While benchmark datasets like Image Net, COCO and GLUE have become standard tools for evaluating model performance, they often reflect Western cultural norms, linguistic biases, and geopolitical priorities. Drawing on theoretical frameworks from Walter Mignolo's epistemic disobedience, Boaventura de Sousa Santos's epistemologies of the South, Miranda Fricker's epistemic injustice and Philip Alston's digital colonialism, this paper critically examines the historical development, construction politics and universality claims of benchmark datasets. The analysis reveals how these datasets marginalize non‐Western knowledge systems and perpetuate colonial power dynamics in data practices. As alternatives, this paper proposes data pluriverses, co‐design frameworks for localized benchmarking, decentralized dataset stewardship and integration of Indigenous data governance principles like CARE (Collective Benefit, Authority to Control, Responsibility, Ethics). The paper concludes by emphasizing the urgent need to dismantle universalist assumptions in AI development and calls for more ethical and pluralistic data practices in machine learning research.", "publicationTitle": "Int. J. Soft Comput.", "publisher": "", "place": "", "date": "2024", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "Zotero", "callNumber": "", "rights": "", "extra": "Read_Status: Not Reading\nRead_Status_Date: 2025-12-17T15:22:07.620Z", "tags": [ { "tag": "⛔ No DOI found", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": "2025-12-17T14:33:51Z", "dateModified": "2025-12-17T15:22:08Z" } }, { "key": "SK58QBW9", "version": 3055, "library": { "type": "group", "id": 164927, "name": "Social Thought - Global", "links": { "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/164927/items/SK58QBW9", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/social_thought_-_global/items/SK58QBW9", "type": "text/html" } }, "meta": { "createdByUser": { "id": 18718585, "username": "trisha_r", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/trisha_r", "type": "text/html" } } }, "lastModifiedByUser": { "id": 9958632, "username": "xiongliff", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/xiongliff", "type": "text/html" } } }, "creatorSummary": "Barrett et al.", "parsedDate": "2025-06-23", "numChildren": 0 }, "data": { "key": "SK58QBW9", "version": 3055, "itemType": "conferencePaper", "title": "African Data Ethics: A Discursive Framework for Black Decolonial AI", "creators": [ { "creatorType": "author", "firstName": "Teanna", "lastName": "Barrett" }, { "creatorType": "author", "firstName": "Chinasa T.", "lastName": "Okolo" }, { "creatorType": "author", "firstName": "B.", "lastName": "Biira" }, { "creatorType": "author", "firstName": "Eman", "lastName": "Sherif" }, { "creatorType": "author", "firstName": "Amy", "lastName": "Zhang" }, { "creatorType": "author", "firstName": "Leilani", "lastName": "Battle" } ], "abstractNote": "The shift towards pluralism in global data ethics acknowledges the importance of including perspectives from the Global Majority to develop responsible data science practices that mitigate systemic harms in the current data science ecosystem. Sub-Saharan African (SSA) practitioners, in particular, are disseminating progressive data ethics principles and best practices for identifying and navigating anti-blackness and data colonialism. To center SSA voices in the global data ethics discourse, we present a framework for African data ethics informed by the thematic analysis of an interdisciplinary corpus of 47 documents. Our framework features six major principles: 1) Challenge Power Asymmetries, 2) Assert Data Self-Determination, 3) Invest in Local Data Institutions & Infrastructures, 4) Utilize Communalist Practices, 5) Center Communities on the Margins, and 6) Uphold Common Good. We compare our framework to seven particularist data ethics frameworks to find similar conceptual coverage but diverging interpretations of shared values. Finally, we discuss how African data ethics demonstrates the operational value of data ethics frameworks. 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