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SCH: Real-Time Engagement of Children for Individualizing Behavior Management with Wearables

Award Number: R01MH143024
ORGANIZATION: NATIONAL INSTITUTE OF MENTAL HEALTH
OPDIV: NIH
AWARD CLASS: DISCRETIONARY
AWARD ACTIVITY TYPE: SCIENTIFIC/HEALTH RESEARCH (INCLUDES SURVEYS)
PERIOD OF PERFORMANCE START DATE: 05/01/2026
PERIOD OF PERFORMANCE END DATE: 02/28/2030

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SCH: Real-Time Engagement of Children for Individualizing Behavior Management with Wearables - Approximately 4.5 million children in the United States (US) display severe emotional and behavioral disturbance. While it is not unusual for preschoolers to have occasional temper tantrums, it is considered symptomatic when temper outbursts (characterized by sudden, violent expression of strong feeling, anger, and aggression) occur most days that are severe enough to impair their academic, social, and family functioning. Evidence-based therapies such as parent child interaction therapy (PCIT) reduce behavioral challenges in children by improving parent-child relationships through parenting practices taught over a multi-week period. Despite the widespread availability of behavioral interventions, there are significant challenges: (a) the effectiveness of interventions is contingent upon parents remembering parenting practices taught during weekly therapy sessions to engage with their children, (b) there is limited education for affected children and their parents to help preempt temper outbursts and regulate their emotion, and (c) families from rural areas and populations with limited specialized pediatric mental health providers are less likely to have access to and utilize evidence-based therapies when it is available. The overarching goal of this convergent research proposal is to investigate the development of generative methods with closed-loop feedback from parents to individualize real-time interventions for children when a temper outburst is predicted. The project will accomplish the goal through the following aims. Aim 1: This project will develop generative algorithms with closed-loop feedback using 5.4 million minutes of smartwatch data collected from 50 children (aged 3 – 7 years) and parent-provided timestamps (closed-loop feedback) of disruptive behavior (characterized by temper outbursts). Aim 2: The developed technology will then be evaluated in a cohort of 50 new children to assess if parenting practices combined with child-initiated mindfulness (i.e., new patient-education) upon a predicted temper outburst could improve behavioral outcomes. Aim 3: Elucidate the perspectives of stakeholders (e.g., parents, schoolteachers) on the use of continuous monitoring devices for adaptive generative intelligence algorithms.


Issue Date FY	Funding FY	Legal Entity Name	Legal Entity Address	Legal Entity City	Legal Entity State	Legal Entity Zip Code	Legal Entity COUNTY	Legal Entity COUNTRY	Assistance Listing	Award Code	Budget Year	Action Date	Action Type	Action Amount

Issue Date FY: 2026 ( Subtotal = $301,092 )
2026	2026	MAYO CLINIC	200 1ST ST SW	ROCHESTER	MN	55905	OLMSTED	USA	Mental Health Research Grants	000	1	5/18/2026	NEW	$301,092
														Subtotal = $301,092

Grand Total All Awards = $301,092

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SCH: Real-Time Engagement of Children for Individualizing Behavior Management with Wearables

Award Number: R01MH143024

ORGANIZATION: NATIONAL INSTITUTE OF MENTAL HEALTH

OPDIV: NIH

AWARD CLASS: DISCRETIONARY

AWARD ACTIVITY TYPE: SCIENTIFIC/HEALTH RESEARCH (INCLUDES SURVEYS)

PERIOD OF PERFORMANCE START DATE: 05/01/2026

PERIOD OF PERFORMANCE END DATE: 02/28/2030

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