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DLS-2026-05-ugc-NAVY.pdf
Data Literacy Series Search
Key Considerations in User-Generated Content Research
Publicly available user-generated content (UGC), such as social media posts, comments, and forum threads, is often assumed to be freely accessible and reusable, but that assumption warrants closer scrutiny. Although UGC-based research is frequently exempt from Institutional Review Board (IRB) review, important gray areas remain regarding data handling, reuse, and redistribution, which require careful ethical and legal considerations.
Key Considerations in User-Generated Content Research PDF - ALTTAGS: Research Ethics, Human Subjects, Social Media, User-Generated Content
DATE: 05-2026
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DLS-202403-ManagingHS-QualData-navy.pdf
The Intricacies of Managing Qualitative Data from Human Subject Research
Qualitative data is inherently nuanced and deeply contextual. While it offers rich interpretive possibilities, its analysis and presentation often demand considerable resources. Moreover, due to its sensitivity, managing qualitative research data obtained from human subjects—such as interviews and observations— poses distinct ethical challenges. This handout delineates key considerations, practical tips, and available resources for effectively handling this data type across its lifecycle.
The Intricacies of Managing Qualitative Data from Human Subject Research PDF - ALTTAGS: Data Management, Data Sharing, Data Ethics, Qualitative Data, Human Subjects, Sensitive Data
DATE: 03-2024
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dls_n3_dataprivacy_navy_0.pdf
The Spectrum of Human Subjects' Privacy
There are different levels of data protection and different strategies for stripping out identifiers that could directly or indirectly re-identify subjects and produce inadvertent harm to them.
The Spectrum of Human Subjects' Privacy PDF - ALT