Evidence map›Paper›PMID 40033458›Full record

ArticleImplementation science communications2025

Evaluation of a notes-based rapid qualitative analysis method to facilitate implementation.

Rachel Brown, Sofia Cigarroa Kennedy, Elena Carranco Chávez, Jeriel Dumeng-Rodriguez, Danielle Cullen

Registry-linked trialAbstract read
In one paragraph

Article in Implementation science communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05251311 (A Mixed-Method Evaluation of the Impact of Social Risk Screening on Uptake of Social Assistance), which is not on this map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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.

NCT05251311 nacompletednot on this map

A Mixed-Method Evaluation of the Impact of Social Risk Screening on Uptake of Social Assistance

TypeinterventionalSponsorChildren's Hospital of PhiladelphiaRan2022 to 2023Enrolled3,949ConditionsLow-income Populations, Social Determinants of HealthArmsSocial Risk Screening Tool, Electronic Resource Map, Resource Menu
3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Design and implementation of a stratified care model for refugee women's behavioral health in an obstetrical care setting.Families, systems & health : the journal of collaborative family healthcare · 2026
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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

5 authors.

Rachel BrownPolicylab and Clinical Futures, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA. BrownR19@chop.edu.ORCID http://orcid.org/0000-0002-2066-6331
Sofia Cigarroa KennedyPerelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA.
Elena Carranco ChávezUniversity of Pennsylvania School of Public Health, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA.
Jeriel Dumeng-RodriguezPolicylab and Clinical Futures, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA.
Danielle CullenPolicylab and Clinical Futures, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA.

Funding

William T. Grant Foundation MG-200834
6 · The paper itself

Abstract

backgroundQualitative methodologies offer a nuanced approach to understanding stakeholder perspectives, preferences, and context in implementation research. However, traditional qualitative data analysis can be time consuming and create barriers to responsive implementation of interventions. Rapid qualitative methods that yield timely, actionable results have emerged to expedite the evidence-to-practice gap, but often require all analysts to have implementation science expertise and resources for interview transcription. This study describes a novel rapid qualitative method to identify participant-driven social care recommendations in real time.

methodsCaregivers of pediatric patients were enrolled onsite at two primary care clinics and one emergency department affiliated with a large urban pediatric healthcare system. A semi-structured interview guide was developed using the Health Equity Implementation Framework and Integrated Behavioral Model in partnership with multidisciplinary implementation stakeholders. Telephone interviews explored 60 caregivers' experiences with and perceptions of receiving social resources from healthcare. For traditional analysis, NVivo12 was used to code the first 10 verbatim transcripts to generate themes in an integrated inductive/deductive approach. In the rapid approach, a summary notes template designed to capture implementation-related data was completed immediately following the same 10 interviews. A secondary analyst used the templates to create participant-level summaries and identify implementation-related themes. Themes found in each method were quantified and mapped onto each other using an analytic matrix to compare the number and consistency of themes.

resultsThemes generated in both methods mapped consistently onto each other; 92.8% of themes found in traditional analysis were accounted for within our rapid method. The quantity of themes was similar between the two methods: the traditional approach generated 69 themes and 22 subthemes, while our rapid approach generated 72 themes and 21 subthemes.

conclusionsOur interview notes-based rapid qualitative method was successful in producing themes consistent with the traditional approach in both content and quantity. This approach is also pragmatic, as it does not require analysts to have deep implementation science expertise and saves transcription costs. By balancing rigor with time to actionable results, this rapid method provides a tool for implementation researchers to generate qualitative findings on an accelerated timeline to inform policy and practice. CLINICAL

trial registrationThis study was registered at ClinicalTrials.gov, #NCT05251311, https://www. CLINICALTRIALS: gov/study/NCT05251311 , on September 30, 2021.

Indexed as

Health equityRapid qualitative analysisSocial care

Identifiers

PMID40033458
PMCPMC11877799

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.