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Privacy versus open science.

Simon Dennis1,2, Paul Garrett3, Hyungwook Yim4,5

  • 1University of Melbourne, Melbourne, Victoria, Australia. simon.dennis@unimelb.edu.au.

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New technologies offer valuable personal data for psychological science. Ceding data ownership to participants and using privacy-preserving platforms can resolve conflicts between data sharing and privacy concerns.

Keywords:
Differential privacyOpen repositoriesOpen sciencePrivacy

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Area of Science:

  • Psychological Science
  • Digital Health
  • Data Privacy

Background:

  • Pervasive internet and sensor technologies are transforming data collection in psychological science.
  • Collected data are often highly personal, creating tension with the push for open data sharing due to the replication crisis.

Purpose of the Study:

  • To propose a framework for reconciling the collection of personal data with open science principles.
  • To outline requirements for a privacy-preserving platform for psychological research.

Main Methods:

  • Advocating for ceding data ownership to research participants.
  • Recommending the use of researcher interfaces for experiments and analyses, rather than direct stimulus observation.
  • Developing desiderata for a privacy-preserving platform.

Main Results:

  • Ceding data ownership enhances participant privacy and trust.
  • Privacy-preserving platforms facilitate ethical data handling and analysis.
  • This approach potentially improves compliance with research best practices compared to open repositories.

Conclusions:

  • Researchers can navigate the conflict between personal data collection and open science by prioritizing participant data ownership.
  • Implementing privacy-preserving platforms is crucial for the future of ethical and robust psychological research.
  • This model offers a viable solution for leveraging digital data while safeguarding individual privacy.