Oil, light, gift, and trust: a comparative analysis of metaphor relating to human biomedical data

Abstract: This article analyzes four prevailing metaphors-”oil,” “light,” “gift,” and “trust”-that shape how human biomedical data are ethically and conceptually understood. Each metaphor reflects competing views on ownership, access, and responsibility. By comparing their strengths and limitations, the paper proposes a new “trust-gift” model that integrates altruistic donation with institutional accountability. This hybrid metaphor offers a normative foundation for balancing individual rights with collective benefit and provides practical guidance for building more ethical and inclusive global data governance frameworks.

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Scientific Electronic Library Online (Scientific Electronic Library Online)
Published
2026-10-01
Primary Topic
Ethics and Social Impacts of AI
Type
article
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article

Oil, light, gift, and trust: a comparative analysis of metaphor relating to human biomedical data

Yifan Peng
Scientific Electronic Library Online (Scientific Electronic Library Online)
Ethics and Social Impacts of AI
article

Oil, light, gift, and trust: a comparative analysis of metaphor relating to human biomedical data

Yifan Peng
article en

Abstract

Abstract: This article analyzes four prevailing metaphors-”oil,” “light,” “gift,” and “trust”-that shape how human biomedical data are ethically and conceptually understood. Each metaphor reflects competing views on ownership, access, and responsibility. By comparing their strengths and limitations, the paper proposes a new “trust-gift” model that integrates altruistic donation with institutional accountability. This hybrid metaphor offers a normative foundation for balancing individual rights with collective benefit and provides practical guidance for building more ethical and inclusive global data governance frameworks.

Scientific Electronic Library Online (Scientific Electronic Library Online)
Hubei Polytechnic University (CN)
Openalex Percentile: Top 25%
Ethics and Social Impacts of AI
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