Young people’s data governance preferences for their mental health data: MindKind Study findings from India, South Africa, and the United Kingdom
PLOS ONE
RESEARCH ARTICLE
Young people’s data governance preferences
for their mental health data: MindKind Study
findings from India, South Africa, and the
United Kingdom
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OPEN ACCESS
Citation: Sieberts SK, Marten C, Bampton E,
Björling EA, Burn A-M, Carey EG, et al. (2023)
Young people’s data governance preferences for
their mental health data: MindKind Study findings
from India, South Africa, and the United Kingdom.
PLoS ONE 18(4): e0279857. https://doi.org/
10.1371/journal.pone.0279857
Editor: André Ramalho, FMUP: Universidade do
Porto Faculdade de Medicina, PORTUGAL
Received: December 16, 2022
Solveig K. Sieberts1‡, Carly Marten ID1‡, Emily Bampton2, Elin A. Björling3, AnneMarie Burn ID4, Emma Grace Carey ID4, Sonia Carlson ID1, Blossom Fernandes2,
Jasmine Kalha5, Simthembile Lindani6, Hedwick Masomera6,7, Lakshmi Neelakantan2,
Lisa Pasquale1, Swetha Ranganathan5, Erin Joy Scanlan1, Himani Shah5, Refiloe Sibisi8,9,
Sushmita Sumant5, Christine Suver1, Yanga Thungana ID6, Meghasyam Tummalacherla1,
Jennifer Velloza ID10,11, Pamela Y. Collins11,12, Mina Fazel2, Tamsin Ford4,13,
Melvyn Freeman14,15, Soumitra Pathare5, Zukiswa Zingela7, The MindKind Consortium¶,
Megan Doerr ID1*
1 Sage Bionetworks, Seattle, Washington, United States of America, 2 Department of Psychiatry, University
of Oxford, Oxford, Oxfordshire, United Kingdom, 3 Human Centered Design and Engineering, University of
Washington, Seattle, Washington, United States of America, 4 Department of Psychiatry, University of
Cambridge, Cambridge, Cambridgeshire, United Kingdom, 5 Centre for Mental Health Law & Policy, Indian
Law Society, Pune, Maharashtra, India, 6 Department of Psychiatry, Walter Sisulu University, Eastern Cape,
South Africa, 7 Nelson Mandela University, Gqeberha, Eastern Cape, South Africa, 8 Activate Change
Drivers ZA, Johannesburg, Gauteng, South Africa, 9 University of Johannesburg, Johannesburg, Gauteng,
South Africa, 10 Department of Epidemiology & Biostatistics, University of California San Francisco, San
Francisco, California, United States of America, 11 Department of Global Health, University of Washington,
Seattle, Washington, United States of America, 12 Department of Psychiatry and Behavioral Sciences,
University of Washington, Seattle, Washington, United States of America, 13 Cambridgeshire and
Peterborough Foundation NHS Trust, Fulbourn, Cambridgeshire, United Kingdom, 14 University of
Stellenbosch, Stellenbosch, Western Cape, South Africa, 15 Higher Health, Centurion, Gauteng, South
Africa
‡ SKS and CM are joint first authors on this work.
¶ Membership of the MindKind Consortium is provided in the Acknowledgments.
*
Accepted: April 3, 2023
Published: April 19, 2023
Peer Review History: PLOS recognizes the
benefits of transparency in the peer review
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editorial history of this article is available here:
https://doi.org/10.1371/journal.pone.0279857
Copyright: © 2023 Sieberts et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: Data from the
quantitative arm are available through Synapse
(www.synapse.org/MindKind). This includes the
Abstract
Mobile devices offer a scalable opportunity to collect longitudinal data that facilitate advances
in mental health treatment to address the burden of mental health conditions in young people.
Sharing these data with the research community is critical to gaining maximal value from rich
data of this nature. However, the highly personal nature of the data necessitates understanding the conditions under which young people are willing to share them. To answer this question, we developed the MindKind Study, a multinational, mixed methods study that solicits
young people’s preferences for how their data are governed and quantifies potential participants’ willingness to join under different conditions. We employed a community-based participatory approach, involving young people as stakeholders and co-researchers. At sites in
India, South Africa, and the UK, we enrolled 3575 participants ages 16–24 in the mobile appmediated quantitative study and 143 participants in the public deliberation-based qualitative
study. We found that while youth participants have strong preferences for data governance,
PLOS ONE | https://doi.org/10.1371/journal.pone.0279857 April 19, 2023
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PLOS ONE
Participant preferences (https://doi.org/10.7303/
syn51225257), Participant acceptability (https://
doi.org/10.7303/syn51225253) and Participant
votes (https://doi.org/10.7303/syn51225260) data.
Code for the enrollment website is available
through Github (https://github.com/SageBionetworks/GlobalMentalHealthDatabank).
Extended quotes from the qualitative arm are
available in the Supporting Results. The materials
used to inform participants prior to public
deliberation sessions are available at https://doi.
org/10.7303/syn35371551.
Funding: The MindKind Study was commissioned
by the Mental Health Priority Area at Wellcome
Trust (https://wellcome.org/) from Sage
Bionetworks (LMM and MD). The funders had no
role in study design, data collection and analysis,
decision to publish, or preparation of the
manuscript.
Competing interests: The authors have declared
that no competing interests exist except for author
Tamsin Ford. Tamsin Ford declares: I have read the
journal’s policy and have the following competing
interests: I consult to Place2Be, a third sector
organization providing mental health support to
children, parents and staff in Schools, and am the
Vice Chair of the Association of Child and
Adolescent Mental Health.
Global youth’s data governance preferences for their mental health data
these preferences did not translate into (un)willingness to join the smartphone-based study.
Participants grappled with the risks and benefits of participation as well as their desire that
the “right people” access their data. Throughout the study, we recognized young people’s
commitment to finding solutions and co-producing research architectures to allow for more
open sharing of mental health data to accelerate and derive maximal benefit from research.
Introduction
Unprecedented opportunities to better understand behavioral and emotional trajectories are
now available to researchers from the sheer quantity of data that can be collected through
mobile devices. Unlike in-person clinical data collection, remote research through smartphone
apps on mobile devices can collect frequent, longitudinal data about lived experience directly
from young people, given how readily this generation has embraced the use of smartphone
devices [1, 2]. Three quarters of people af (...truncated)