Evidence map›Paper›PMID 34677129›Full record

ArticleJMIR research protocols2021

Understanding Adolescent and Young Adult 6-Mercaptopurine Adherence and mHealth Engagement During Cancer Treatment: Protocol for Ecological Momentary Assessment.

Alexandra M Psihogios, Mashfiqui Rabbi, Annisa Ahmed, Elise R McKelvey, Yimei Li, Jean-Philippe Laurenceau, Stephen P Hunger, Linda Fleisher, Ahna Lh Pai, Lisa A Schwartz and 2 more

Abstract read
In one paragraph

Article in JMIR research protocols, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Reinforcement Learning on Dyads to Enhance Medication Adherence.Artificial intelligence in medicine. Conference on Artificial Intelligence in Medicine (2005- ) · 2025
    Article
  4. Article
  5. Article
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

12 authors.

Alexandra M PsihogiosChildren's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-4111-1191
Mashfiqui RabbiDepartment of Statistics, Harvard University, Boston, MA, United States.ORCID https://orcid.org/0000-0003-4928-553X
Annisa AhmedDivision of Oncology, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-8994-7935
Elise R McKelveyChildren's Hospital of Philadelphia, La Salle University, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-9334-3453
Yimei LiChildren's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0001-9067-6992
Jean-Philippe LaurenceauDepartment of Psychology, University of Delaware, Newark, DE, United States.ORCID https://orcid.org/0000-0001-8069-867X
Stephen P HungerChildren's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-5492-3957
Linda FleisherHealth Communications and Health Disparities, Fox Chase Cancer Center, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-6911-0756
Ahna Lh PaiCincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, United States.ORCID https://orcid.org/0000-0002-5958-4157
Lisa A SchwartzChildren's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-7034-9553
Susan A MurphyDepartment of Statistics, Harvard University, Boston, MA, United States.ORCID https://orcid.org/0000-0002-2032-4286
Lamia P BarakatChildren's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, United States.ORCID https://orcid.org/0000-0002-0938-4712

Funding

Pilot and Mentoring CoreP50DA054039 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LINDA M COLLINS, SUSAN A MURPHY · 2021 to 2026
$18.2M
TR&D3 - Rapid Translation of AI-powered Temporally Precise mHealth Interventions via Efficient and Embeddable Trustworthy Biomarker ImplementationsP41EB028242 · NIBIB · UNIVERSITY OF MEMPHIS · PI VIVEK SHETTY · 2020 to 2026
$9.5M
Novel use of mHealth data to identify states of vulnerability and receptivity to JITAIs SupplementU01CA229437 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NAHUM-SHANI, INBAL BILLIE, WETTER, DAVID W · 2018 to 2022
$2.8M
Data-Based Methods for Just-In-Time Adaptive Interventions in Alcohol UseR01AA023187 · NIAAA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MURPHY, SUSAN A · 2015 to 2019
$2.6M
Using Real Time Mobile Health Approaches to Understand and Promote Oral Chemotherapy Adherence in Adolescents and Young Adults with LeukemiaK08CA241335 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI PSIHOGIOS, ALEXANDRA · 2019 to 2024
$737k
NCI NIH HHS K08 CA241335NCI NIH HHS U01 CA229437NIAAA NIH HHS R01 AA023187NIBIB NIH HHS P41 EB028242NIDA NIH HHS P50 DA054039
6 · The paper itself

Abstract

backgroundAdolescents and young adults (AYAs) with cancer demonstrate suboptimal oral chemotherapy adherence, increasing their risk of cancer relapse. It is unclear how everyday time-varying contextual factors (eg, mood) affect their adherence, stalling the development of personalized mobile health (mHealth) interventions. Poor engagement is also a challenge across mHealth trials; an effective adherence intervention must be engaging to promote uptake.

objectiveThis protocol aims to determine the temporal associations between daily contextual factors and 6-mercaptopurine (6-MP) adherence and explore the proximal impact of various engagement strategies on ecological momentary assessment survey completion.

methodsAt the Children's Hospital of Philadelphia, AYAs with acute lymphoblastic leukemia or lymphoma who are prescribed prolonged maintenance chemotherapy that includes daily oral 6-MP are eligible, along with their matched caregivers. Participants will use an ecological momentary assessment app called ADAPTS (Adherence Assessments and Personalized Timely Support)-a version of an open-source app that was modified for AYAs with cancer through a user-centered process-and complete surveys in bursts over 6 months. Theory-informed engagement strategies will be microrandomized to estimate the causal effects on proximal survey completion.

resultsWith funding from the National Cancer Institute and institutional review board approval, of the proposed 30 AYA-caregiver dyads, 60% (18/30) have been enrolled; of the 18 enrolled, 15 (83%) have completed the study so far.

conclusionsThis protocol represents an important first step toward prescreening tailoring variables and engagement components for a just-in-time adaptive intervention designed to promote both 6-MP adherence and mHealth engagement. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/32789.

Indexed as

adolescentscancerecological momentary assessmentmHealthmobile phoneoncologyself-managementyoung adults

Identifiers

PMID34677129
PMCPMC8571686

What OpenQuestion holds

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Registered trials

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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.