Concept
privacy
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Privacy Studies
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Confidentiality and Data Governance
1971 - 1979
The period centers on statistical confidentiality and the governance of computerized databanks, framing privacy as a function of data sharing, access, and control within growing data systems. Researchers introduced a 56-item Privacy Preference Scale and an interpersonal boundary-control perspective, enabling early empirical work and theory-informed policy discussion. Methodologically, the period blends theoretical analysis with nascent measurement to link privacy to data architectures and governance. Historical Significance: The era's breakthroughs include clarifying statistical confidentiality and inadvertent disclosures, analyzing databanks in a free society, and proposing a boundary-control theory of privacy. It also produced a comprehensive privacy preference measurement instrument that informed later research across demographics and contexts. Together, these contributions created a lasting framework for balancing data accessibility with privacy protections, shaping subsequent data governance and privacy research.
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Privacy as Information Control
1980 - 1998
Anonymization-Driven Privacy
1999 - 2005
Diversity-Driven Privacy Modeling
2006 - 2012
Privacy-Preserving Federated Learning
2013 - 2019
Privacy-Preserving Federated Learning
2020 - 2024