ArticleJAMIA open2024
Developing personas to inform the design of digital interventions for perinatal mental health.
Article in JAMIA open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07458698 (Reaching Calm Pilot), which is not on this map. Cited by 5 papers.
What it found
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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.
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.
Reaching Calm Pilot (K23)
Who cites it
5 citing papers in PubMed.
- Awareness, Preferences, and Willingness to Download Pregnancy Health Management Apps Among Women in Louisiana: Cross-Sectional Survey.JMIR formative research · 2026Article
- Tailored Personas for Lung Transplant Recipients' Return-to-Work Experiences: A Secondary Analysis of Qualitative Data.Patient preference and adherence · 2026Article
- Tailored professional identity personas of male undergraduate nursing students: a secondary analysis of qualitative data.BMC nursing · 2025Article
- Influencing factors of pregnancy-related anxiety in advanced maternal age primigravidas and the development and evaluation of personalized psychological nursing interventions.Frontiers in psychiatry · 2025Article
- Empathy mapping and hybrid persona creation: Understanding older adults' needs in technology design for ageing in place.Computational and structural biotechnology journal · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
Objectives: Digital interventions are increasingly in demand to address mental health concerns, with significant potential to reach populations that disproportionately face barriers to accessing mental health care. Challenges with user engagement, however, persist. The goal of this study was to develop user personas to inform the development of a digital mental health intervention (DMHI) for a perinatal population. Materials and Methods: We used participatory User-Centered Design (UCD) methods to generate and validate personas (ie, representative profiles of potential users). We applied this methodology to a case example of an Anxiety Sensitivity Intervention. Phases included (1) Characteristic identification, (2) Persona generation, (3) Persona consolidation, (4) Persona validation, and (5) Persona refinement. Advisory Council members with lived expertise of perinatal mental health conditions generated 6 personas. We used cluster analysis and qualitative analysis to consolidate personas. We used participant interviews with perinatal individuals experiencing depression or anxiety and economic marginalization ( Results: We identified 4 user personas with potentially unique design needs that we characterized as being "Resilient," "Lonely," "Overwhelmed," and "Aware." Discussion: Personas generated through this process had distinct characteristics and design implications including the need to prioritize (1) content personalization, (2) additional content describing support options and resources (eg, doulas, midwives), (3) careful consideration of the type of information provided by users, and (4) transparent options for information and data sharing. Conclusion: DMHIs will need to be adapted for relevance for a perinatal population. The personas we developed are suggestive of the need for design considerations specific to distinct potential user groups within this population.
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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.