ArticleBMC medical research methodology2021
A scoping review of Q-methodology in healthcare research.
Article in BMC medical research methodology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers, 2 of them syntheses that pooled 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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
67 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prioritization Patterns of Nurses in the Management of a Patient With Delirium: Results of a Q-Methodology Study.Research in nursing & health · 2025Pooled it
- Establishing the content validity of a new emergency department patient-reported experience measure (ED PREM): a Delphi study.BMC emergency medicine · 2022Pooled it
- Types of menopausal experiences and perceptions of menopause-related health care among multicultural women: a Q methodology study.Women's health nursing (Seoul, Korea) · 2026Article
- Protecting public health in mining: a Q-methodology examination of policy space and reform pathways in Tanzania.BMC public health · 2026Article
- Using Q-Methodology to Identify Core Illness Experience Dimensions in Treated Lymphoma Patients.Current oncology (Toronto, Ont.) · 2026Article
- Exploring the Priorities for Home Self-Management Among Patients with Interstitial Lung Disease: A Mixed-Methods Approach Using Q-Methodology.Healthcare (Basel, Switzerland) · 2026Article
- Application of Q-methodology in chronic disease research: a scoping review.BMC medical research methodology · 2026Article
- Conceptualisation of Empathy in Interactions Between Healthcare Professionals and People With Fibromyalgia Syndrome: A Mixed-Methods Study.Journal of clinical psychology in medical settings · 2026Article
- Decision-making driving factors in breast reconstruction among premenopausal breast cancer patients in China: a Q-methodology study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Key factors associated with nurse retention and how they work: A mixed-methods study.International journal of nursing studies advances · 2026Article
- Towards responsible genome-wide screening: normative and stakeholder considerations.European journal of human genetics : EJHG · 2026Article
- Perspectives of maternal and child health care providers on their relationship with fathers during the first 1000 days of life: a Q-study methodology.BMC pregnancy and childbirth · 2026Article
- Understanding cognitive errors in clinical decision-making: a Q methodology approach.BMC medical education · 2026Article
- To Choose a Band-Aid"Children's Preferences for Participation in Health Care Situations: Q Methodology Study.JMIR human factors · 2026Article
- Perspectives on innovation of the diagnostic process in general practice: Q-methodological study.BMC primary care · 2026Article
- Applying Q-methodology to understand how young adult males in Jordan view their tobacco use.BMC public health · 2026Article
- Understanding diverse subjectivities of medical students in seeking composite role models: A Q-methodology study.PloS one · 2026Article
- Exploring the causes of learning burnout in online learning among master's students: a Q-methodology study.Frontiers in psychology · 2026Article
- How to design a Q-sample: A seven-step approach based on interview data.GMS journal for medical education · 2026Article
- Viewpoints of community committee workers on public health emergency management in urban communities: a Q methodology study.Frontiers in public health · 2026Article
7 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
No grant is acknowledged in the PubMed record.
Abstract
backgroundQ-methodology is an approach to studying complex issues of human 'subjectivity'. Although this approach was developed in the early twentieth century, the value of Q-methodology in healthcare was not recognised until relatively recently. The aim of this review was to scope the empirical healthcare literature to examine the extent to which Q-methodology has been utilised in healthcare over time, including how it has been used and for what purposes.
methodsA search of three electronic databases (Scopus, EBSCO-CINAHL Complete, Medline) was conducted. No date restriction was applied. A title and abstract review, followed by a full-text review, was conducted by a team of five reviewers. Included articles were English-language, peer-reviewed journal articles that used Q-methodology (both Q-sorting and inverted factor analysis) in healthcare settings. The following data items were extracted into a purpose-designed Excel spreadsheet: study details (e.g., setting, country, year), reasons for using Q-methodology, healthcare topic area, participants (type and number), materials (e.g., ranking anchors and Q-set), methods (e.g., development of the Q-set, analysis), study results, and study implications. Data synthesis was descriptive in nature and involved frequency counting, open coding and the organisation by data items.
resultsOf the 2,302 articles identified by the search, 289 studies were included in this review. We found evidence of increased use of Q-methodology in healthcare, particularly over the last 5 years. However, this research remains diffuse, spread across a large number of journals and topic areas. In a number of studies, we identified limitations in the reporting of methods, such as insufficient information on how authors derived their Q-set, what types of analyses they performed, and the amount of variance explained.
conclusionsAlthough Q-methodology is increasingly being adopted in healthcare research, it still appears to be relatively novel. This review highlight commonalities in how the method has been used, areas of application, and the potential value of the approach. To facilitate reporting of Q-methodological studies, we present a checklist of details that should be included for publication.
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.