ArticleJournal of general and family medicine2025
A process for conducting mixed methods data analysis.
Article in Journal of general and family medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07748221 (Healthcare Providers' Attitudes Toward Oncology Patients With Mental Disorders), which is not on this map. Cited by 24 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.
Healthcare Providers' Attitudes Toward Oncology Patients With Mental Disorders: A Multicentre Mixed-Method Design Study
Who cites it
24 citing papers in PubMed.
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- The Use of Speculative Fiction in Future-Focused Health Care Research.Journal of medical Internet research · 2026Article
- Children's diet quality: a mixed methods study on the role of domestic food environments in influencing food access during the COVID-19 lockdown in Chile.BMC public health · 2026Article
- Clinician Practices in Determining Expected Body Weights Across Eating Disorders: A Mixed Methods Study.European eating disorders review : the journal of the Eating Disorders Association · 2026Article
- Opportunities and challenges for integrating family planning and nutrition policies and programmes in Burkina Faso: a mixed-methods study.BMJ global health · 2026Article
- A Supportive Group Intervention for Caregivers to Patients Diagnosed With Glioblastoma: Protocol for the SUGRI Study.JMIR research protocols · 2026Article
- Patient and Clinician Perspectives on Expanding Telehealth Use for Older Adults Across the Cancer Control Continuum: Mixed Methods Study.JMIR cancer · 2026Article
- Fathers' and Mothers' support needs and support experiences after rapid genome sequencing.European journal of human genetics : EJHG · 2026Article
- Interpreting psychological resilience in young African American women: a multilevel socioecological framework.Frontiers in public health · 2026Article
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- Instrumental music teachers' perceptions and acceptance of Al integration in teaching: a mixed-methods study based on the UTAUT2 model.Frontiers in psychology · 2026Article
- Mindsets impact training adaptation and high-pressure performance: beliefs and perceptions of professionals working in elite sport and mission critical teams.Frontiers in sports and active living · 2026Article
- The associations among motivation, self-efficacy, and anxiety of writing skills in primary school students: a mixed-methods approach.Frontiers in psychology · 2026Article
- Supporting Canadian families of children with disabilities: unmet needs and service gaps.Frontiers in public health · 2026Article
- Strategies for Implementing Nursing Activities for Chronic Pain Management in Primary Care: Integrated Findings from a Sequential Mixed-Methods Study.Canadian journal of pain = Revue canadienne de la douleur · 2026Article
- The role and position of palliative care nurses within the Dutch healthcare system: a mixed-methods study.BMC nursing · 2025Article
- A process for conducting mixed methods data analysis.Journal of general and family medicine · 2025Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The process of mixed methods data analysis has long been understudied and needs clear guidance for researchers. This review article honors Michael D. Fetters' pioneering work on mixed methods data analysis, building on his concepts of integration, joint displays, and metainferences. This review summarizes existing mixed methods data analysis discussions and proposes advanced steps for the analysis process. Our approach involves identifying a research problem, collecting diverse data, selecting a mixed methods design, integrating the data within the design, using joint displays for analysis, and drawing metainferences. We illustrate our methods with a Japanese empirical research study from family medicine. This article contributes to the field of mixed methods research by detailing a practical process approach to mixed methods analysis combining recent procedures in the field of mixed methods research.
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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.