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Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges
Aisling O'Leary1, Timothy Lahey2, Juniper Lovato3
1Department of Philosophy, Virginia Polytechnic Institute and State University, Blacksburg, VA 24060, USA.
Insights
Digital phenotype screening tools (DPSTs) offer objective measures to improve pediatric mental health screening by reducing caregiver reporting bias. Responsible development is key to ensure accuracy, privacy, and accessibility for ethical clinical implementation.
Area of Science:
- Pediatric mental health
- Digital health technologies
- Clinical ethics
Background:
- A growing pediatric mental health crisis necessitates standardized screening.
- Current screening tools rely on caregiver reports, which can be biased (under- or over-reporting).
- Digital phenotype screening tools (DPSTs) are emerging to provide objective data.
Purpose of the Study:
- To explore the ethical considerations of implementing DPSTs in pediatric mental health screening.
- To evaluate the potential benefits and challenges of DPSTs.
Main Methods:
- Review of current literature on DPSTs in pediatric mental health.
- Analysis of DPSTs through the lenses of accuracy, bias, privacy, and accessibility.
- Identification of strategies for responsible development and deployment.
Main Results:
- DPSTs show promise in accuracy and may reduce caregiver reporting bias.
- DPSTs could potentially be more accessible than traditional surveys.
- Risks include bias, privacy violations, and cost if not developed responsibly.
Conclusions:
- DPSTs offer a novel approach to supplement pediatric mental health screening.
- Ethical guidelines and responsible development are crucial for successful clinical integration.
- Addressing potential biases, privacy concerns, and accessibility is vital for equitable implementation.
Abstract:
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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