GuidelineImplementation science : IS2024
Planning for and Assessing Rigor in Rapid Qualitative Analysis (PARRQA): a consensus-based framework for designing, conducting, and reporting.
Guideline in Implementation science : IS, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07356843 (Implementing Community Palliative Care for People With Heart Failure), which is not on this map. Cited by 104 papers.
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.
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.
Implementing Community Palliative Care for People With Heart Failure
Who cites it
104 citing papers in PubMed.
- Comparing two strategies to support the implementation of evidence-based practices for substance use disorders in VA's permanent supportive housing program: a protocol for a type 3 hybrid cluster-randomized controlled trial.Implementation science : IS · 2026Trial
- Integrating patient education on deprescribing into care delivery: Learnings from the Optimize pragmatic trial.Patient education and counseling · 2026Trial
- Feasibility and acceptability of an implementation strategy to enhance use of classroom-based physical activity approaches in elementary schools: a mixed methods study.BMC public health · 2025Trial
- Leadership Perspectives on Hospital at Home and Equity: Broadening Access, Removing Enrollment Barriers, and Adding Value by Addressing Disparities.Journal of general internal medicine · 2026Article
- Streamlining Qualitative Research: Rapid Analysis Innovations in Expanding the Crisis Care Continuum Through Community-Based Implementation Science.Journal of community health · 2026Article
- "It Would be a Burden off My Back": Veterans' Perceptions of Social Risk and Needs Screening Acceptability.Journal of general internal medicine · 2026Article
- Informing the cultural adaptation of a lung cancer screening shared decision-making and navigation intervention for Hispanic adults: a qualitative study.Cancer causes & control : CCC · 2026Article
- Assessment of Physical Activity Engagement and Promotion Among Cancer Survivors in Cardio-Oncology Care: Qualitative Study.JMIR cancer · 2026Article
- Pilot Test of the Forming Love around Autistic people to Prevent Suicide Program.Autism in adulthood · 2026Article
- Localizing Prevention: Insights from Youth Voices on Culturally Grounded Substance Use Prevention Implementation in Windward O'ahu.Translational issues in psychological science · 2026Article
- "I feel like so much more of myself": The experience of modifying appearance in borderline personality disorder.Personality disorders · 2026Article
- Evaluating the implementation of a clinical decision support system for substance use disorder screening in maternal healthcare.Drug and alcohol dependence reports · 2026Article
- Identifying Barriers and Strategies to Support a Community Navigator-Driven Approach for Lung Cancer Screening.Current oncology (Toronto, Ont.) · 2026Article
- Perceptions of a Culturally Tailored Narrative Video for Skin Cancer Prevention Among Spanish-Speaking Hispanic Outdoor Workers: Exploratory Study.JMIR dermatology · 2026Article
- Article
- Perspectives on increasing corporate ownership and unionization in hospital medicine: An exploratory mixed methods study.Journal of hospital medicine · 2026Article
- Health Without Barriers: Community-Engaged Adaptation of a Whole Family-Inclusive Intensive Health Behavior and Lifestyle Program in Rural Colorado.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Perceptions on design, operability and impact of a power-assist, novel caregiver assist transport chair: a mixed methods study.Disability and rehabilitation. Assistive technology · 2026Article
- Provider Perspectives on a Tobacco-Free Workplace Program in Healthcare Settings Serving Rural and Medically Underserved Areas of Texas: A Mixed Methods Study on Perceived Resource Availability and Value.International journal of environmental research and public health · 2026Article
- Enhancing mental and physical health of women through engagement and retention (EMPOWER) 3.0 QUERI: study protocol for a cluster-randomized hybrid type 3 implementation-effectiveness trial.Implementation science : IS · 2026Article
44 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
backgroundThe use of rapid qualitative methods has increased substantially over the past decade in quality improvement and health services research. These methods have gained traction in implementation research and practice, wherein real-time adjustments are often made to optimize processes and outcomes. This brisk increase begs the questions: what does rigor entail in projects that use rapid qualitative analysis (RQA)? How do we define a pragmatic framework to help research teams design and conduct rigorous and valid rapid qualitative projects? How can authors articulate rigor in their methods descriptions? Lastly, how can reviewers evaluate the rigor of rapid qualitative projects?.
methodsA team of seven interdisciplinary qualitative methods experts developed a framework for ensuring rigor and validity in RQA and methods suitable for this analytic approach. We conducted a qualitative evidence synthesis to identify gaps in the literature and then drew upon literature, standard procedures within our teams, and a repository of rapid qualitative training materials to create a planning and reporting framework. We iteratively refined this framework through 11 group working meetings (60-90 minutes each) over the course of one year and invited feedback on items to ensure their completeness, clarity, and comprehensibility.
resultsThe Planning for and Assessing Rigor in Rapid Qualitative Analysis (PARRQA) framework is organized progressively across phases from design to dissemination, as follows: 1) rigorous design (rationale and staffing), 2) semi-structured data collection (pilot and planning), 3) RQA: summary template development (accuracy and calibration), 4) RQA: matrix analysis (matrices), and 5) rapid qualitative data synthesis. Eighteen recommendations across these sections specify best practices for rigor and validity.
conclusionsRapid qualitative methods play a central role in implementation evaluations, with the potential to yield prompt information and insights about context, processes, and relationships. However, guidance on how to assess rigor is nascent. The PARRQA framework enhances the literature by offering criteria to ensure appropriate planning for and assessment of rigor in projects that involve RQA. This framework provides a consensus-based resource to support high-level qualitative methodological rigor in implementation science.
Indexed as
Identifiers
What OpenQuestion holds
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.