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Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges.

Publication ,  Journal Article
O'Leary, A; Lahey, T; Lovato, J; Loftness, B; Douglas, A; Skelton, J; Cohen, JG; Copeland, WE; McGinnis, RS; McGinnis, EW
Published in: Sensors (Basel)
May 18, 2024

In response to a burgeoning pediatric mental health epidemic, recent guidelines have instructed pediatricians to regularly screen their patients for mental health disorders with consistency and standardization. Yet, gold-standard screening surveys to evaluate mental health problems in children typically rely solely on reports given by caregivers, who tend to unintentionally under-report, and in some cases over-report, child symptomology. Digital phenotype screening tools (DPSTs), currently being developed in research settings, may help overcome reporting bias by providing objective measures of physiology and behavior to supplement child mental health screening. Prior to their implementation in pediatric practice, however, the ethical dimensions of DPSTs should be explored. Herein, we consider some promises and challenges of DPSTs under three broad categories: accuracy and bias, privacy, and accessibility and implementation. We find that DPSTs have demonstrated accuracy, may eliminate concerns regarding under- and over-reporting, and may be more accessible than gold-standard surveys. However, we also find that if DPSTs are not responsibly developed and deployed, they may be biased, raise privacy concerns, and be cost-prohibitive. To counteract these potential shortcomings, we identify ways to support the responsible and ethical development of DPSTs for clinical practice to improve mental health screening in children.

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Published In

Sensors (Basel)

DOI

EISSN

1424-8220

Publication Date

May 18, 2024

Volume

24

Issue

10

Location

Switzerland

Related Subject Headings

  • Wearable Electronic Devices
  • Privacy
  • Mental Health
  • Mental Disorders
  • Mass Screening
  • Humans
  • Child
  • Analytical Chemistry
  • 4606 Distributed computing and systems software
  • 4104 Environmental management
 

Citation

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O’Leary, A., Lahey, T., Lovato, J., Loftness, B., Douglas, A., Skelton, J., … McGinnis, E. W. (2024). Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors (Basel), 24(10). https://doi.org/10.3390/s24103214
O’Leary, Aisling, Timothy Lahey, Juniper Lovato, Bryn Loftness, Antranig Douglas, Joseph Skelton, Jenna G. Cohen, William E. Copeland, Ryan S. McGinnis, and Ellen W. McGinnis. “Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges.Sensors (Basel) 24, no. 10 (May 18, 2024). https://doi.org/10.3390/s24103214.
O’Leary A, Lahey T, Lovato J, Loftness B, Douglas A, Skelton J, et al. Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors (Basel). 2024 May 18;24(10).
O’Leary, Aisling, et al. “Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges.Sensors (Basel), vol. 24, no. 10, May 2024. Pubmed, doi:10.3390/s24103214.
O’Leary A, Lahey T, Lovato J, Loftness B, Douglas A, Skelton J, Cohen JG, Copeland WE, McGinnis RS, McGinnis EW. Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors (Basel). 2024 May 18;24(10).

Published In

Sensors (Basel)

DOI

EISSN

1424-8220

Publication Date

May 18, 2024

Volume

24

Issue

10

Location

Switzerland

Related Subject Headings

  • Wearable Electronic Devices
  • Privacy
  • Mental Health
  • Mental Disorders
  • Mass Screening
  • Humans
  • Child
  • Analytical Chemistry
  • 4606 Distributed computing and systems software
  • 4104 Environmental management