Evidence map›Paper›PMID 42727933›Full record

ArticleJMIR research protocols2026

Improving Digital Measurement-Based Care Within Emerging Adult Mental Health Care Pathways: Protocol for a Co-Design Phase Embedded in a Multimethod Rapid Learning Health System Study.

Geneca Henry, Courtney Habina, Leanne Stamp, Melanie Fersovitch, Karen Moskovic, Lia Norman, Karina Pintson, Melissa Potestio, Julia Hews-Girard, Haley M LaMonica and 3 more

Abstract read
In one paragraph

Article in JMIR research protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

13 authors.

Geneca Henry *Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0007-6472-113X
Courtney Habina *Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0004-2740-2349
Leanne StampDepartment of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0007-9105-7190
Melanie FersovitchDepartment of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0006-9581-653X
Karen MoskovicDepartment of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0004-5269-1517
Lia NormanDepartment of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0003-3056-4720
Karina PintsonDepartment of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0006-6080-5291
Melissa PotestioRecovery Alberta, Calgary, AB, Canada.ORCID 0000-0002-0768-309X
Julia Hews-GirardMathison Centre for Mental Health Research and Education, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-4949-1459
Haley M LaMonicaBrain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia.ORCID 0000-0002-6563-5467
Frank IorfinoBrain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia.ORCID 0000-0003-1109-0972
Paul D ArnoldDepartment of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0003-2496-4624
Gina Dimitropoulos *Mathison Centre for Mental Health Research and Education, University of Calgary, Calgary, AB, Canada.ORCID 0000-0001-9487-0290

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmerging adults (EAs), typically ranging from 18 to 29 years, navigate a transitional period marked by rapid developmental, social, and psychological change. Despite heightened vulnerability to mental health (MH) concerns during this stage, service systems are often fragmented, with gaps between adolescent and adult care streams that leave many EAs without developmentally appropriate support. In response, developing approaches such as transdiagnostic stratification, which structures care around shared symptom processes and informs treatment intensity, and digital measurement-based care (dMBC), based on routine patient-reported outcome measures (PROMs), have gained traction but remain challenging to implement consistently. This reinforces the need for rapid learning health system (RLHS) approaches that leverage continuous data and feedback for ongoing improvement, as well as co-design (CD) methods that meaningfully integrate EA perspectives into service improvement.

objectiveThis research protocol describes a CD phase of an implementation study integrated into an RLHS, aimed at developing implementation resources to support the ongoing use of dMBC within EA MH services. Anticipated resources include clinician-facing workflow supports, guidance for using client-reported data in clinical decision-making, EA-oriented materials to support engagement with measures, and implementation planning resources to support uptake across the care pathway. Each co-designed resource will be developed to function across core stages of care, including intake, therapy, and treatment discharge.

methodsWe used a concurrent multimethods design, integrating quantitative and qualitative approaches within a dual methodological framework combining user-centered design with participatory design to structure the CD process. EAs, clinicians, and clinical service leaders participated in a series of semistructured CD sessions to identify implementation needs and inform the development and refinement of implementation resources. Data collection and analysis began in January 2026 and are anticipated to conclude in November 2026.

resultsAs of August 24, 2026, 17 emerging adults and 20 clinical staff participants remained enrolled in the co-design phase. Both emerging adult cohorts had completed 6 co-design sessions, while clinical staff groups had completed 5 sessions, with final resource review ongoing. Data analysis and implementation resource finalization are expected to be completed by November 2026, with findings anticipated for publication in 2027.

conclusionsThis study phase is expected to demonstrate the value of integrating CD within an RLHS to advance more responsive, contextually grounded dMBC implementation in EA MH care, while also contributing insights that can strengthen future CD efforts with this population. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/93038.

Indexed as

Learning Health SystemMental Health ServicesAdolescentAdultDigital HealthHumansPatient Reported Outcome MeasuresResearch DesignYoung Adultco-designdBMCdigital measurement-based careemerging adultsmental healthparticipatory designpatient-reported outcome measuresPROMsrapid learning health systemRLHStransdiagnostic stratificationuser-centered design

Identifiers

PMID42727933
PMCPMC13615379

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.