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September 24, 2025

Ethical Considerations in Data Analysis for Non-Profit Organizations

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AKAnna Neya Kazanskaia

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Overview

This article reveals the impact of informed consent and bias mitigation in non-profit data analysis, highlighting GDPR and privacy protections.

Key Points

  • Ethical data analysis enhances the credibility of non-profit organizations by ensuring privacy and informed consent.
  • Legal frameworks like GDPR and CCPA provide crucial guidelines for safeguarding data amidst analysis processes.
  • Practical strategies including anonymization and access control help mitigate bias, fostering trust in non-profit organizations.
  • Institutional training and transparent reporting are essential for embedding ethical considerations into organizational culture.

Cite This Study

Anna Neya Kazanskaia (2025) studied this question.

synapsesocial.com/papers/68d6d8ba8b2b6861e4c3f044https://doi.org/10.64357/neya-gjnps-ecda-2025
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