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How to address data privacy concerns when using social media data in conservation science.

Enrico Di Minin1,2,3, Christoph Fink1,2, Anna Hausmann1,2

  • 1Helsinki Lab of Interdisciplinary Conservation Science, Department of Geosciences and Geography, University of Helsinki, Helsinki, FI-00014, Finland.

Conservation Biology : the Journal of the Society for Conservation Biology
|March 22, 2021
PubMed
Summary

Conservation scientists can responsibly use social media data by prioritizing data privacy and protection. Following strict data management and risk-based approaches ensures ethical research and safeguards user well-being.

Keywords:
base legalbig dataconservation culturomicsculturomia de la conservaciónethicsevaluación de riesgogeneral data protection regulationhuman-nature interactionsinteracciones humano-naturalezalegal basisregulación de la protección de datos generalesrisk assessmentética《通用数据保护条例》人与自然的互动伦理学保护文化组学大数据法律基础风险评估

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Area of Science:

  • Conservation science
  • Human-nature interactions
  • Digital data analysis

Background:

  • Social media data, including user-generated content and metadata, offers valuable insights into human-nature interactions.
  • Publicly available social media data necessitates adherence to stringent data privacy and protection standards in scientific research.
  • Misuse of social media data poses significant risks to individual privacy and well-being.

Purpose of the Study:

  • To investigate the legal framework for utilizing social media data in conservation science.
  • To ensure data subject rights are protected, using the European Union's General Data Protection Regulation as a case study.
  • To provide recommendations for the responsible collection, storage, protection, sharing, and management of social media data.

Main Methods:

  • Case study analysis based on the European Union's General Data Protection Regulation.
  • Identification of risks associated with social media data use, including misidentification and potential harm.
  • Development of data management strategies: data minimization, anonymization, and strict procedures.
  • Application of risk-based approaches like data privacy impact assessments.

Main Results:

  • Legal and ethical considerations are paramount when using social media data in research.
  • Potential risks include psychological or physical harm to individuals through misidentification.
  • Effective data management and privacy impact assessments are crucial for mitigating risks.
  • Compliance with data protection legislation is essential for accountability.

Conclusions:

  • Conservation scientists must carefully consider ethical implications and legal requirements before using social media data.
  • Implementing data minimization, anonymization, and robust data management procedures is vital.
  • Risk-based approaches enhance responsible data use and compliance with regulations.
  • Responsible social media data utilization can advance fields like conservation culturomics and illegal wildlife trade monitoring.