Evidence map›Paper›PMID 36759915›Full record

ArticlePilot and feasibility studies2023

PISTACHIo (PreemptIon of diSrupTive behAvior in CHIldren): real-time monitoring of sleep and behavior of children 3-7 years old receiving parent-child interaction therapy augment with artificial intelligence - the study protocol, pilot study.

Maria Saliba, Noelle Drapeau, Michelle Skime, Xin Hu, Carolyn Jonas Accardi, Arjun P Athreya, Jacek Kolacz, Julia Shekunov, Dean P Jones, Paul E Croarkin and 1 more

Registry-linked trialAbstract read
In one paragraph

Article in Pilot and feasibility studies, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05077722 (PISTACHIO), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
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.

NCT05077722 nacompletednot on this map

PISTACHIO (Preemption Of Disruptive Behavior In Children) Real-Time Monitoring Of Sleep And Behavior Of Children 3-7-Year-Old Receiving Parent Child Interaction Therapy Augmented With Artificial Intelligence Randomized Controlled Trial

TypeinterventionalSponsorMayo ClinicRan2022 to 2023Enrolled100ConditionsDisruptive Behavior, Attention-deficit Hyperactivity, Oppositional Defiant DisorderArmsGarmin
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Trial
  2. Review
  3. Article
  4. Review
  5. Article
  6. Review
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

11 authors.

Maria SalibaDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA.
Noelle DrapeauDepartment of Pediatrics, Mayo Clinic, Rochester, MN, 55905, USA.
Michelle SkimeDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA.
Xin HuClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA.
Carolyn Jonas AccardiClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA.
Arjun P AthreyaDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA.
Jacek KolaczDepartment of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, OH, 43210, USA.
Julia ShekunovDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA.
Dean P JonesClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA.
Paul E CroarkinDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA.
Magdalena RomanowiczDepartment of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA. Romanowicz.magdalena@mayo.edu.ORCID http://orcid.org/0000-0002-4916-0625

Funding

Pilot Project ProgramP30ES019776 · NIEHS · EMORY UNIVERSITY · PI William Michael Caudle · 2013 to 2026
$22.6M
NIEHS NIH HHS P30 ES019776
6 · The paper itself

Abstract

backgroundEmotional behavior problems (EBP) are the most common and persistent mental health issues in early childhood. Early intervention programs are crucial in helping children with EBP. Parent-child interaction therapy (PCIT) is an evidence-based therapy designed to address personal difficulties of parent-child dyads as well as reduce externalizing behaviors. In clinical practice, parents consistently struggle to provide accurate characterizations of EBP symptoms (number, timing of tantrums, precipitating events) even from the week before in their young children. The main aim of the study is to evaluate feasibility of the use of smartwatches in children aged 3-7 years with EBP.

methodsThis randomized double-blind controlled study aims to recruit a total of 100 participants, consisting of 50 children aged 3-7 years with an EBP measure rated above the clinically significant range (T-score ≥ 60) (Eyberg Child Behavior Inventory-ECBI; Eyberg & Pincus, 1999) and their parents who are at least 18 years old. Participants are randomly assigned to the artificial intelligence-PCIT group (AI-PCIT) or the PCIT-sham biometric group. Outcome parameters include weekly ECBI and Pediatric Sleep Questionnaire (PSQ) as well as Child Behavior Checklist (CBCL) obtained weeks 1, 6, and 12 of the study. Two smartphone applications (Garmin connect and mEMA) and a wearable Garmin smartwatch are used collect the data to monitor step count, sleep, heart rate, and activity intensity. In the AI-PCIT group, the mEMA application will allow for the ecological momentary assessment (EMA) and will send behavioral alerts to the parent. DISCUSSION: Real-time predictive technologies to engage patients rely on daily commitment on behalf of the participant and recurrent frequent smartphone notifications. Ecological momentary assessment (EMA) provides a way to digitally phenotype in-the-moment behavior and functioning of the parent-child dyad. One of the study's goals is to determine if AI-PCIT outcomes are superior in comparison with standard PCIT. Overall, we believe that the PISTACHIo study will also be able to determine tolerability of smartwatches in children aged 3-7 with EBP and could participate in a fundamental shift from the traditional way of assessing and treating EBP to a more individualized treatment plan based on real-time information about the child's behavior.

trial registrationThe ongoing clinical trial study protocol conforms to the international Consolidated Standards of Reporting Trials (CONSORT) guidelines and is registered in clinicaltrials.gov (ID: NCT05077722), an international clinical trial registry.

Indexed as

Artificial intelligenceDisruptive behaviorsParent–child interaction therapy

Identifiers

PMID36759915
PMCPMC9909978

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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.