Evidence map›Paper›PMID 37358908›Full record

ArticleJMIR research protocols2023

A Digital Mental Health App Incorporating Wearable Biosensing for Teachers of Children on the Autism Spectrum to Support Emotion Regulation: Protocol for a Pilot Randomized Controlled Trial.

Emma H Palermo, Amanda V Young, Sky Deswert, Alyssa Brown, Miranda Goldberg, Evan Sultanik, Jessica Tan, Carla A Mazefsky, Lauren Brookman-Frazee, James C McPartland and 6 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05277194 (Investigating the Impact of an Emotional Stress Alarm App), which is not on this map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.6field-weighted citation impact, top 18% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05277194 nacompletednot on this map

Investigating the Impact of an Emotional Stress Alarm App (KeepCalm) on Managing Stress and Preventing Challenging Behaviors in Children With Autism

TypeinterventionalSponsorUniversity of PennsylvaniaRan2023 to 2025Enrolled87ConditionsAutism Spectrum DisorderArmsKeepCalm app
3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 9 citations in OpenAlex.

  1. Beyond the Outburst: Charting a New Frontier for Understanding and Treating Irritability in Autistic Adults.Autism research : official journal of the International Society for Autism Research · 2026
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 7 institutions in 1 country.

Emma H Palermo *Penn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0003-0982-3575
Amanda V YoungPenn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0009-0009-3746-251X
Sky DeswertPenn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0009-0007-7390-4245
Alyssa BrownPenn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0009-0007-1071-9704
Miranda GoldbergPenn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0009-0009-1081-0705
Evan SultanikAlevio LLC, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-6246-1422
Jessica TanSchool of Dental Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0009-0009-5803-1137
Carla A MazefskyDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0001-7467-0902
Lauren Brookman-FrazeeDepartment of Psychiatry, University of California San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0001-7582-7529
James C McPartlandYale Child Study Center, Yale University, New Haven, CT, United States.ORCID https://orcid.org/0000-0002-2570-0746
Matthew S GoodwinBouvé College of Health Sciences, Northeastern University, Boston, MA, United States.ORCID https://orcid.org/0000-0002-4237-601X
Jeffrey PenningtonChildren's Hospital of Philadelphia Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID https://orcid.org/0009-0009-4170-3099
Steven C MarcusSchool of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-7819-3824
Rinad S BeidasDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID https://orcid.org/0000-0001-6056-6071
David S MandellPenn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-8240-820X
Heather J Nuske *Penn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-6618-3768
University of Pennsylvania · USChildren's Hospital of Philadelphia · USNortheastern University · USNorthwestern University · USUniversity of California San Diego · USUniversity of Pittsburgh · USYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Reducing Challenging Behaviors In Children With Autism Through Digital HealthK01MH120509 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI NUSKE, HEATHER J · 2020 to 2024
$773k
NEUROBIOLOGY OF ANXIETY IN 5HT1A KNOCKOUT MICEF31MH012050 · NIMH · WEILL MEDICAL COLLEGE OF CORNELL UNIV · PI SIBILLE, ETIENNE L · 1998 to 1998
–
NCATS NIH HHS UL1 TR001863NIMH NIH HHS K01 MH120509NIMH NIH HHS N43 MH012050
6 · The paper itself

Abstract

backgroundAs much as 80% of children on the autism spectrum exhibit challenging behaviors (ie, behaviors dangerous to the self or others, behaviors that interfere with learning and development, and behaviors that interfere with socialization) that can have a devastating impact on personal and family well-being, contribute to teacher burnout, and even require hospitalization. Evidence-based practices to reduce these behaviors emphasize identifying triggers (events or antecedents that lead to challenging behaviors); however, parents and teachers often report that challenging behaviors surface with little warning. Exciting recent advances in biometric sensing and mobile computing technology allow the measurement of momentary emotion dysregulation using physiological indexes.

objectiveWe present the framework and protocol for a pilot trial that will test a mobile digital mental health app, the KeepCalm app. School-based approaches to managing challenging behaviors in children on the autism spectrum are limited by 3 key factors: children on the autism spectrum often have difficulties in communicating their emotions; it is challenging to implement evidence-based, personalized strategies for individual children in group settings; and it is difficult for teachers to track which strategies are successful for each child. KeepCalm aims to address those barriers by communicating children's stress to their teachers using physiological signaling (emotion dysregulation detection), supporting the implementation of emotion regulation strategies via smartphone pop-up notifications of top strategies for each child according to their behavior (emotion regulation strategy implementation), and easing the task of tracking outcomes by providing the child's educational team with a tool to track the most effective emotion regulation strategies for that child based on physiological stress reduction data (emotion regulation strategy evaluation).

methodsWe will test KeepCalm with 20 educational teams of students on the autism spectrum with challenging behaviors (no exclusion based on IQ or speaking ability) in a pilot randomized waitlist-controlled field trial over a 3-month period. We will examine the usability, acceptability, feasibility, and appropriateness of KeepCalm as primary outcomes. Secondary preliminary efficacy outcomes include clinical decision support success, false positives or false negatives of stress alerts, and the reduction of challenging behaviors and emotion dysregulation. We will also examine technical outcomes, including the number of artifacts and the proportion of time children are engaged in high physical movement based on accelerometry data; test the feasibility of our recruitment strategies; and test the response rate and sensitivity to change of our measures, in preparation for a future fully powered large-scale randomized controlled trial.

resultsThe pilot trial will begin by September 2023.

conclusionsResults will provide key data about important aspects of implementing KeepCalm in preschools and elementary schools and will provide preliminary data about its efficacy to reduce challenging behaviors and support emotion regulation in children on the autism spectrum.

trial registrationClinicalTrials.gov NCT05277194; https://www.clinicaltrials.gov/ct2/show/NCT05277194. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/45852.

Indexed as

autismchallenging behaviordigital mental healthemotion dysregulationevidence-based strategiesheart rate trackingJITAIjust-in-time adaptive intervention augmentationmobile phonestudent progress monitoring

Identifiers

PMID37358908
PMCPMC10337316
OpenAlexW4361852959

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.