Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Can rapid approaches to qualitative analysis deliver timely, valid findings to clinical leaders? A mixed methods study comparing rapid and thematic analysis

Bibliographic Data

ID23339324
AuthorsBeck Taylor (0000-0002-3559-7922, University of Birmingham), Catherine Henshall (0000-0001-5659-3296, University of Birmingham), Simone Kenyon (0000-0002-0756-9617, University of Birmingham), Sara Kenyon (University of Birmingham), Ian Litchfield (0000-0002-1169-5392, University of Birmingham, corresponding author), Sheila Greenfield (0000-0002-8796-4114, University of Birmingham)
Year2018
Volume8
Issue10
Pagese019993
Publication date2018-10-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueBMJ Open (JOURNAL)
Journal identifiersISSN: 2044-6055 • E-ISSN: 2044-6055
PublisherBMJ (PUBLISHER • GB)
DOI10.1136/bmjopen-2017-019993
PMID30297341
OpenAlexW2896391874
LanguageEN
Citations received104
References cited24

OBJECTIVES: This study compares rapid and traditional analyses of a UK health service evaluation dataset to explore differences in researcher time and consistency of outputs. DESIGN: Mixed methods study, quantitatively and qualitatively comparing qualitative methods. SETTING: Data from a home birth service evaluation study in a hospital in the English National Health Service, which took place between October and December 2014. Two research teams independently analysed focus group and interview transcript data: one team used a thematic analysis approach using the framework method, and the second used rapid analysis. PARTICIPANTS: Home birth midwives (6), midwifery support workers (4), commissioners (4), managers (6), and community midwives (12) and a patient representative (1) participated in the original study. PRIMARY OUTCOME MEASURES: Time taken to complete analysis in person hours; analysis findings and recommendations matched, partially matched or not matched across the two teams. RESULTS: Rapid analysis data management took less time than thematic analysis (43 hours vs 116.5 hours). Rapid analysis took 100 hours, and thematic analysis took 126.5 hours in total, with interpretation and write up taking much longer in the rapid analysis (52 hours vs 8 hours). Rapid analysis findings overlapped with 79% of thematic analysis findings, and thematic analysis overlapped with 63% of the rapid analysis findings. Rapid analysis recommendations overlapped with 55% of those from the thematic analysis, and thematic analysis overlapped with 59% of the rapid analysis recommendations. CONCLUSIONS: Rapid analysis delivered a modest time saving. Excessive time to interpret data in rapid analysis in this study may be due to differences between research teams. There was overlap in outputs between approaches, more in findings than recommendations. Rapid analysis may have the potential to deliver valid, timely findings while taking less time. We recommend further comparisons using additional data sets with more similar research teams.

Data science · Management science · Medical education · Multimethodology · Qualitative analysis · Qualitative research · Social science · Thematic analysis · Health Policy Implementation Science · Health Sciences Research and Education · Medicine · Qualitative Research Methods and Ethics

  • Implementing Remote Blood Pressure Monitoring as a Tool for Advancing Maternal Health Equity

    Open Access•Jasmine A Abrams, Idalis A Chestnut et al.•Health Equity•2026

  • Feasibility and acceptability of a compassion-focused program to support staff, improve workflows and enhance the clinic environment in South African primary health clinics with low ART retention

    Open Access•Allison J Ober, Donald H Skinner et al.•AIDS Care•2026

  • “It Would Be a Program That is Made for Me and Sees Me”

    Open Access•K E Kabel, A J Barnett et al.•The Journal of Sex Research•2026

  • Rapid Ethnographies

    Open Access•Cecilia Vindrola-Padros•Rapid Ethnographies•2020

  • University students’ views on the impact of Instagram on mental wellbeing

    Open Access•Laura Moreton, Sheila Greenfield•BMC Psychology•2022

  • Implementation of US Post-Acute Care Payment Reform and Covid-19 Policies

    Open Access•Natalie E Leland, Stephanie Rouch et al.•International Journal of…•2023

  • Moving beyond barriers

    Open Access•Eva Boomstra, Iris Walraven et al.•Quality of Life Research•2024

  • Remaking critical care

    Open Access•Catherine M Montgomery, Annemarie B Docherty et al.•Sociology of Health & Illness•2024

  • Experience of a National Cancer Institute-Designated Community Outreach and Engagement Program in Supporting Communities During the Covid-19 Pandemic

    Open Access•Jessica D Austin, Kimberly Burke et al.•Journal of Community Health•2022

  • Community members have more impact on their neighbors than celebrities”

    Open Access•Maria Tjilos, Autumn L Tamlyn et al.•BMC Public Health•2023

  • Comparing Skype (video calling) and in-person qualitative interview modes in a study of people with irritable bowel syndrome – an exploratory comparative analysis

    Open Access•Matthew Krouwel, Kate Jolly et al.•BMC Medical Research Methodology•2019

  • Rapid versus traditional qualitative analysis using the Consolidated Framework for Implementation Research (CFIR)

    Open Access•Andrea Nevedal, Caitlin M Reardon et al.•Implementation Science•2021

  • Qualitative methods in implementation research

    Open Access•Alison B Hamilton, Alison Brown et al.•Psychiatry Research•2019

  • Physician Education and Peer Comparisons to Reduce Cardiovascular Risk Among People Living with HIV

    Open Access•Joseph A Ladapo, Allison J Ober et al.•AIDS and Behavior•2026

  • Theater testing a sexual and reproductive health program for Latina teens and their female caregivers

    Open Access•Katherine G Merrill, Jacqueline Silva et al.•BMC Public Health•2025

  • Developing strategies for integrating Hepatitis B Virus infection testing and treatment into routine PMTCT services in Ghana’s Upper West Region

    Open Access•Munawar Harun Koray, Augustine Adomah-Afari et al.•BMC Public Health•2025

  • A Confidence and Preparedness Survey

    Open Access•Joanne Roman Jones, Jennifer Morgan et al.•Global Qualitative Nursing Research•2025

  • Pediatric Primary Care Physicians’ Perceptions of, and Processes for, Pediatric Blood Pressure Screening, Follow-Up, and Hypertension Management

    Open Access•Melissa Goulding, Grace Ryan et al.•Children•2025

  • Reimagining the Role of Health Departments and Their Partners in Addressing Climate Change

    Open Access•Stephenie C Lemon, Heather A Joseph et al.•International Journal of…•2023

  • How do we engage people in testing for Covid-19? A rapid qualitative evaluation of a testing programme in schools, GP surgeries and a university

    Open Access•Daniella Watson, Natalia Laverty Baralle et al.•BMC Public Health•2022

  • “Everything…Fell Apart Once Covid-19 Hit”—Leveraging the Covid-19 Response to Strengthen Public Health Activities toward Ending the HIV Epidemic

    Open Access•Samantha A Devlin, Moctezuma Garcia et al.•International Journal of…•2022

  • Covid-19 vaccine adoption and hesitancy among older Veterans

    Open Access•Tamar Wyte‐Lake, Cari Levy et al.•BMC Public Health•2022

  • An uneven playing field

    Open Access•Blair Biggar, Christopher Bunn et al.•BMC Public Health•2026

  • Utilizing Multilingual Methods and Rapid Analysis for Global Qualitative Research During a Pandemic

    Open Access•Dylan E Graetz, Elizabeth Sniderman et al.•Global Qualitative Nursing Research•2022

  • Artificial intelligence conversational agents in mental health

    Open Access•Hye Sun Lee, Hyein S Lee et al.•Frontiers in Psychiatry•2025

  • Further Inspection

    Open Access•Katharine Robb, Ashley Marcoux et al.•International Journal of…•2021

  • Qualitative Message Development to Motivate Quitting Smoking in Older Adults

    Open Access•Adrienne L Johnson, Sara Doyle et al.•INQUIRY The Journal of Health…•2024

  • Covid-19 Vaccine Hesitancy among U.S. Veterans Experiencing Homelessness in Transitional Housing

    Open Access•June L Gin, Michelle D Balut et al.•International Journal of…•2022

  • Citizens’ perspectives on healthy weight approaches in low SEP neighborhoods

    Open Access•Maud J J ter Bogt, Yentl Z Te Riele et al.•BMC Public Health•2024

  • Assessing Barriers and Facilitators to Participation in a Nurse-Driven, Opt-Out HIV Screening Program in the Emergency Department

    Open Access•Jackson Montgomery, Jackson M C Montgomery et al.•Global Qualitative Nursing Research•2024

  • If people are hesitant at all, you just want a really big front door”

    Open Access•Martin Logue, Catherine Haylock et al.•BMC Public Health•2023

  • Using a Syringe Service Program-Based Community Advisory Board to Expand HIV Testing, Overdose Prevention, and PrEP Linkage in a Southern Black Neighborhood

    Open Access•Mary A Hatch, Tanja C Laschober et al.•Journal of Racial and Ethnic…•2026

  • Tangible, Timely, and Thorough

    Open Access•Abigail Higgins, Lara Balian et al.•International Journal of…•2026

  • Local Media and Stigmatizing Narratives

    Open Access•Kristina Medero, J’Mag Karbeah et al.•Journal of Racial and Ethnic…•2026

  • Community perspectives on awareness, care-seeking, and implementation of a corneal ulcer prevention program in Nepal

    Open Access•Kelly C Nguyen, Puspa Giri et al.•Global Health Action•2026

  • Understanding Drivers of Prostate Cancer Screening in Mexican-Origin Men Along the U.S./Mexico Border Region

    Open Access•Adriana Maldonado, Julio Loya et al.•American Journal of Men s Health•2025

  • Employment as HIV Prevention

    Open Access•Jahn Jaramillo, Felicia Casanova et al.•Sexuality Research and Social…•2026

  • “New Normal

    Elizabeth J Austin, Elsa S Briggs et al.•Substance Use & Misuse•2025

  • Community-Based Treatment of Families with Adolescents with an Autism Spectrum Disorder (Level 1)

    Open Access•Annemarieke Blankestein, A M M M Blankestein et al.•Child & Youth Care Forum•2026

  • Funding Learning Health System Research

    Open Access•Michael I Harrison, Amanda E Borsky•Academic Medicine•2024

  • Rejecting Reforms, Yet Calling for Change

    Open Access•Michael Dacre, Jeremy Branzetti et al.•Academic Medicine•2023

  • Community members as design partners

    Open Access•Claire A Rosenberger, Cezanne Elias et al.•Family Relations•2024

  • Analyzing free-text survey responses

    Open Access•Tara H Abraham, Traci H Abraham et al.•Evaluation and Program Planning•2020

  • Improving Confidence in Clinical Assessment Skills Through Service-Learning Experiences Among Nursing Students

    Mercy Ngosa Mumba, Sara K Kaylor et al.•Journal of Nursing Education•2022

  • Twelve tips for using rapid research methods in health professions education

    Open Access•John Sandars, Jeremy Brown•Medical Teacher•2024

  • Preliminary Outcomes from PrEP Well

    Open Access•Erik D Storholm, Carrie L Nacht et al.•Journal of Community Health•2025

  • Vaccinating Veterans Experiencing Homelessness for Covid-19

    Open Access•Michelle D Balut, June L Gin et al.•Journal of Community Health•2022

  • Advancing mental health screening in schools

    Open Access•Elizabeth H Connors, Kathryn Moffa et al.•Psychology in the Schools•2022

  • Analyzing fast and slow

    Open Access•Lauren Suchman, Elizabeth Omoluabi et al.•Frontiers in Sociology•2023

  • The experience of conducting collaborative and intensive pragmatic qualitative (CLIP-Q) research to support rapid public health and healthcare innovation

    Open Access•Jeremy Horwood, Christalla Pithara et al.•Frontiers in Sociology•2022

  • Very rapid insight generation to support UK health and care systems

    Open Access•Jackie Chandler, Philippa Darnton et al.•Frontiers in Sociology•2023

  • How to improve collaboration across government departments to achieve healthy urban environments

    Open Access•Rachael McClatchey, Jack Newman et al.•Contemporary Social Science•2026

  • Exploring Motivations, Benefits and Barriers for Women with Disabilities in Sport Practices

    Open Access•Sheila Romero Da Cruz, Aurora Madariaga Ortúzar et al.•Physical Culture and Sport…•2025

  • Accelerating Mixed Methods Research With Natural Language Processing of Big Text Data

    Open Access•Tammy Chang, Melissa Dejonckheere et al.•Journal of Mixed Methods Research•2021

  • A Novel Mixed Methods Approach Combining Geospatial Mapping and Qualitative Inquiry to Identify Multilevel Policy Targets

    Open Access•Autumn Kieber-Emmons, William L Miller et al.•Journal of Mixed Methods Research•2021

  • Navigating norms and expectations

    Gabriella Sanabria, Melody Chavez et al.•Ethnicity and Health•2023

  • A Method for Developing Trustworthiness and Preserving Richness of Qualitative Data During Team-Based Analysis of Large Data Sets

    Open Access•Tara H Abraham, Erin P Finley et al.•American Journal of Evaluation•2020

  • Implementing health‐related social needs screening in western Colorado primary care practices

    Open Access•Elena Broaddus, Kelsey Fife Duarte et al.•Health & Social Care in the…•2022

  • Understanding changes to perceived socioeconomic and psychosocial adversities during Covid-19 for UK freelance cultural workers

    Open Access•Katey Warran, Tom May et al.•Cultural Trends•2022

  • Toward a More Gender-Inclusive Sexual Experiences Survey

    Open Access•Sarah M Peitzmeier, Kieran P Todd et al.•Psychology of Women Quarterly•2024

  • “It was a force for good but…”

    Open Access•Alice R Kininmonth, Rebecca Ann Stone et al.•Food Policy•2026

  • Latino sexual minority men’s intersectional minority stress, general stress, and coping during Covid-19

    Audrey Harkne, Eliana R Weinstein et al.•Journal of Gay & Lesbian Mental…•2022

  • Integrating mental health and psychosocial support into economic inclusion programming for displaced families in Ecuador

    Open Access•Arianna Moyano, Daniela Vergara et al.•Conflict and Health•2024

  • Community-Identified Implementation Strategies for Promoting the Adoption of HIV Self-Testing in a Southern California American Indian community

    Open Access•Maximo Prescott, Jessica L Montoya et al.•AIDS and Behavior•2024

  • I Thought Cancer was a Tobacco Issue”

    Open Access•Elsa S Briggs, Rachel Thomas et al.•AIDS and Behavior•2024

  • Program Adaptations to Provide Harm Reduction Services During the Covid-19 Pandemic

    Open Access•Madeline C Frost, Elsa W Sweek et al.•AIDS and Behavior•2021

  • Fertility Desire and Associations with Condomless Sex, Antiretroviral Adherence, and Transmission Potential in a Cohort of Kenyan Women Living with HIV in Sero-discordant Relationships

    Open Access•McKenna C Eastment, John Kinuthia et al.•AIDS and Behavior•2023

  • Building an HIV Learning Health Care Community for Youth in Florida

    Open Access•Iván C Balán, Andrea Cheshure et al.•AIDS and Behavior•2023

  • Acceptability of an Integrated Model of Mental Health and PrEP Service Delivery for South African Adolescent Girls

    Open Access•Lisa Mills, Sinead Delany-Moretlwe et al.•AIDS and Behavior•2026

  • HIV Care Experiences During the Covid-19 Pandemic

    Open Access•Sebastian Linnemayr, Larissa Jennings Mayo-Wilson et al.•AIDS and Behavior•2020

  • Veteran Caretaker Perspectives of the Need for Childcare Assistance During Health Care Appointments

    Open Access•Megan Shepherd-Banigan, Shay Cannedy et al.•Women s Health Issues•2023

  • Exploring Black civil society perspectives of drug decriminalization reforms in the Baltimore context

    Open Access•Natalie Flath, Lawrence Grandpre et al.•Critical Public Health•2025

  • Feasibility, acceptability and preliminary outcomes of the Parents Under Pressure program

    Open Access•Charlene Attard, Vanessa De Rubeis et al.•Children and Youth Services Review•2025

  • Undervalued, misled, & isolated

    Open Access•Bridget Grady Couture, Bridget Couture et al.•Children and Youth Services Review•2025

  • Using Human‐Centred Design to Codesign Patient Engagement Tools With a Patient Advisory Council

    Open Access•Madelyn Knaub, Santiago Leon et al.•Health Expectations•2025

  • Comparing Rapid Qualitative Analysis With Thematic Analysis in a School-Based Mental Health Outcome Evaluation

    Open Access•Natalie Brousseau, Emily Graybill et al.•American Journal of Evaluation•2026

  • An Examination of Perceptions and Usage of Dried Blood Spot Biosampling Technology for HIV Viral Load Collection Among Youth with HIV

    Open Access•Sitaji Gurung, Karen MacDonell et al.•AIDS and Behavior•2026

  • Multi-method Analysis of Implementation Determinants and Strategies to Support the Implementation of Contingency Management for Methamphetamine Use in an HIV Care Setting

    Open Access•Maximo Prescott, Victoria Chentsova et al.•AIDS and Behavior•2026

  • Reflections on Methodological Approaches to Dyad Interviews With Patients With Cognitive Impairment and Their Care Partners

    Open Access•Laura J Zibley, Maren Henderson et al.•Qualitative Health Research•2026

  • What makes peers credible? A qualitative analysis to operationalize peer credibility in HIV-prevention and treatment programs for Latino MSM

    Jahn Jaramillo, Daniel H A Maya et al.•AIDS Care•2025

  • Human-centered design of an adapted differentiated service delivery model for pregnant and postpartum women living with HIV in Kenya

    John Humphrey, Bett Kipchumba et al.•AIDS Care•2025

  • Acceptability of an automated directly observed therapy (DOT) application for PrEP adherence support among young men who have sex with men

    Open Access•Jennifer Velloza, Albert Y Liu et al.•AIDS Care•2024

  • Peer ambassador stories

    Jahn Jaramillo, Nequiel Reyes et al.•AIDS Care•2024

  • Factors Affecting Adoption of Coordinated Anxiety Learning and Management (Calm) in Veterans’ Affairs Community‐Based Outpatient Clinics

    Open Access•Anthony H Ecker, Tara H Abraham et al.•The Journal of Rural Health•2021

  • Let’s Hook Up When the Pandemic is Over

    Audrey Harkne, Eliana R Weinstein et al.•The Journal of Sex Research•2021

  • Rapid, Responsive, and Relevant

    Open Access•Cecilia Vindrola-Padros, Eugenia Brage et al.•American Journal of Evaluation•2021

  • Rapid Techniques in Qualitative Research

    Open Access•Cecilia Vindrola-Padros, G Ampah Johnson•Qualitative Health Research•2020

  • Barriers to engaging people who use drugs in harm reduction services during the Covid-19 pandemic

    Open Access•Elizabeth J Austin, Maria A Corcorran et al.•International Journal of Drug…•2022

  • Barriers and facilitators to implementing a Pharmacist, Physician, and Patient Navigator-Collaborative Care Model (PPP-CCM) to treat hepatitis C among people who inject drugs

    Open Access•Elizabeth J Austin, Alexander J Gojic et al.•International Journal of Drug…•2023

  • Tackling Persistent, Boundary-Spanning Problems Through Collaborative Innovation

    Open Access•Katharine Robb, Ashley Marcoux et al.•Administration & Society•2024

  • Understanding Provider Treatment Approaches for the Provision of Gender-Affirming Hormones in the Current US Political Climate

    Nichole E Stetten, Patrick J A Kelly et al.•American Journal of Public Health•2025

  • Partnering With Churches to Address Covid-19 Vaccine Hesitancy and Uptake in Trustworthy Contexts

    Lori Brand Bateman, Allyson G Hall et al.•American Journal of Public Health•2024

  • Recommendations for Improving EHR Transitions

    Julian A Brunner, Alexis Amano et al.•Medical Care•2026

  • Applied Rapid Qualitative Analysis to Develop a Contextually Appropriate Intervention and Increase the Likelihood of Uptake

    Open Access•Allison A Lewinski, Matthew J Crowley et al.•Medical Care•2021

  • Understanding and Navigating the Unique Barriers Rural Primary Care Settings Face when Implementing Collaborative Care for Mental Health

    Open Access•Elizabeth J Austin, Elsa S Briggs et al.•Community Mental Health Journal•2024

  • Implementing Point-of-Care Fingerstick Testing for Clozapine Safety Monitoring in Outpatient Psychiatry

    Open Access•Cheryl Y S Foo, Carol Lim et al.•Community Mental Health Journal•2026

  • It’s Killed My Sex Life”

    Open Access•Alexandra B Caloudas, Trenton M Haltom et al.•Archives of Sexual Behavior•2026

  • Methodological Insights From a Virtual, Team-Based Rapid Qualitative Method Applied to a Study of Providers' Perspectives of the Covid-19 Pandemic Impact on Hospital-To-Home Transitions

    Open Access•Hardeep Singh, Terence Tang et al.•International Journal of…•2022

  • Rapid Group Analysis Process (Rap-GAP)

    Open Access•Clarissa Hsu, Jessica Mogk et al.•International Journal of…•2024

  • Applying Rapid Qualitative Analysis for Health Equity

    Open Access•Sara M St George, Audrey R Harkne et al.•International Journal of…•2023

  • Qualitative Research

    Open Access•Nicholas Mays, Catherine Pope•BMJ•1995

  • Using mixed methods in health research

    Open Access•Shema Tariq, Justin Woodman et al.•JRSM Short Reports•2013

  • Making sense of qualitative data analysis

    Open Access•Sue Ziebland, Ann Mcpherson•Medical Education•2006

  • Combining the Power of Stories and the Power of Numbers

    Pierre Pluye, Quan Nha Hong•Annual Review of Public Health•2014

  • Quick and dirty? A systematic review of the use of rapid ethnographies in healthcare organisation and delivery

    Cecilia Vindrola-Padros, Bruno Vindrola-Padrós•BMJ Quality & Safety•2018

  • Using the framework method for the analysis of qualitative data in multi-disciplinary health research

    Open Access•Nicola Gale, Nicola K Gale et al.•BMC Medical Research Methodology•2013

  • Using mind mapping techniques for rapid qualitative data analysis in public participation processes

    Open Access•Jilla Burgess‐Allen, V Owen-Smith et al.•Health Expectations•2010

  • Untold stories of the field and beyond

    Open Access•Paul Donnelly, Yannis Gabriel et al.•Qualitative Research in…•2013

  • How do public health professionals view and engage with research? A qualitative interview study and stakeholder workshop engaging public health professionals and researchers

    Open Access•Peter van der Graaf, Lynne F Forrest et al.•BMC Public Health•2017

  • Rapid qualitative research methods during complex health emergencies

    Open Access•Ginger A Johnson, Cecilia Vindrola-Padros•Social Science & Medicine•2017

  • Expediting the Analysis of Qualitative Data in Evaluation

    Open Access•J W Neal, Z P Neal et al.•American Journal of Evaluation•2014

  • Using thematic analysis in psychology

    Open Access•Braun, Virginia Braun et al.•Qualitative Research in Psychology•2006

  • Using Mixed Methods to Identify and Answer Clinically Relevant Research Questions

    Open Access•Catherine L Shneerson, Catherine Shneerson et al.•Qualitative Health Research•2015

  • Interviews and Internet Forums

    Open Access•Clive Seale, Jonathan Charteris-Black et al.•Qualitative Health Research•2010

  • Carnivalesque collaborations

    Open Access•Keith Spiller, Karly Ball et al.•Qualitative Research•2015

  • Reconceptualizing Bias in Teaching Qualitative Research Methods

    Open Access•K Roulston, A Shelton et al.•Qualitative Inquiry•2015

Unique citing works104
Citations per year14,86
Citation span2019 - 2026 (8)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 95
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae