Evidence map›Paper›PMID 41341420›Full record

ArticleJMIR neurotechnology2025

Adherence to Therapy Using Neurostimulation Devices in the Treatment of Pediatric Attention-Deficit/Hyperactivity Disorder: Extraclinical Study.

Allyson Calandro, Saurabh Biswas, Anthony Guiseppi-Elie

Abstract read
In one paragraph

Article in JMIR neurotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Allyson CalandroCenter for Bioelectronics, Biosensors and Biochips, Department of Biomedical Engineering, Texas A&M University, 400 Bizzell Street, College Station, TX, 77843, United States, 1 979-845-5532.ORCID https://orcid.org/0009-0000-7133-3003
Saurabh BiswasDepartment of Biomedical Engineering, Texas A&M University, College Station, TX, United States.ORCID https://orcid.org/0000-0002-2413-7170
Anthony Guiseppi-ElieCenter for Bioelectronics, Biosensors and Biochips, Department of Biomedical Engineering, Texas A&M University, 400 Bizzell Street, College Station, TX, 77843, United States, 1 979-845-5532.ORCID https://orcid.org/0000-0003-3218-9285

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Pediatric and adolescent patients with attention-deficit/hyperactivity disorder (ADHD) present unique challenges in adherence to device-based therapies outside the clinical environment. The development, approval, and availability of neurostimulation devices for the treatment of ADHD have prompted extraclinical research (ie, outside the sphere of the clinic) on the real-world implementation of such therapies in a population that has difficulty remembering tasks and staying attentive to therapy. Objective: This study aims to explore the extraclinical pediatric ADHD treatment environment to ensure that design considerations and stakeholder contributions to future innovations are effective. Methods: Using the Lean LaunchPad methodology with its emphasis on customer discovery and the business model canvas, qualitative analysis methods were applied to elicit the most pertinent themes regarding ADHD treatment in children and the general perception of a new device-based treatment regimen. Results: Stakeholders expressed a desire that, for innovative ADHD therapies to appeal to children, they include a remote adherence monitoring component and maintain strong evidence of efficacy. Conclusions: Such barriers to access and desired design features should be strongly considered in the development of neurostimulation therapies for pediatric patients with ADHD. Pediatric and adolescent patients with ADHD require attentive device design considerations to achieve therapeutic adherence in a real-world setting.

Indexed as

ADHDadherenceadolescentattention-deficit/hyperactivity disorderextraclinicalneurostimulationpediatricreal-worldtherapy

Identifiers

PMID41341420
PMCPMC12671317

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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.