ArticleJournal of personalized medicine2022
Conjoint Analysis: A Research Method to Study Patients' Preferences and Personalize Care.
Article in Journal of personalized medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed.
- Treatment Priorities in Patients With a History of Laryngeal Cancer: A Conjoint Analysis.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026Article
- Timeliness, continuity or travel time: results of a choice-based analysis exploring public preferences for access to primary care in Canada.BMC primary care · 2026Article
- Prioritization and heterogeneity in information disclosure: a conjoint and cluster analysis on Chinese medical students' decision-making.BMC medical ethics · 2026Observational
- Identifying Key Intervention Attributes Driving Acceptability of Spouse/Partner-Centered HIV Interventions in Vietnam Using Conjoint Analysis.Patient preference and adherence · 2026Article
- Treatment Preferences of Neurologists in Generalized Myasthenia Gravis: A Conjoint Analysis Study.Neurology and therapy · 2025Article
- Preferences of Hospital Pharmacists for the Different Attributes of Intravitreal Treatments for Neovascular Age-Related Macular Degeneration and Diabetic Macular Edema in Spain: The SEEKING Study.Pharmacy (Basel, Switzerland) · 2025Article
- A choice based conjoint analysis of mobile healthcare application preferences among physicians, patients, and individuals.NPJ digital medicine · 2025Article
- Using Adaptive Choice-Based Conjoint Approach to Facilitate Shared Decision-Making in Osteoarthritis Management: A Patient Perception Study.Arthritis care & research · 2025Article
- Article
- Care complexity, perceptions of complexity and preferences for interprofessional collaboration: an analysis of relationships and social networks in paediatrics.BMC medical education · 2024Article
- Is This Safe? Examining Safety Assessments of Illicit Drug Purchasing on Social Media Using Conjoint Analysis.Substance use & misuse · 2024Article
- Understanding decision making for the use of atraumatic restorative approach based on non-clinical factors by Indian pedodontists - a conjoint analysis.F1000Research · 2024Article
- Decision tool of medical endoscope maintenance service in Chinese hospitals: a conjoint analysis.BMC health services research · 2023Article
- Thresholds for surgical referral in primary hyperparathyroidism: A conjoint analysis.American journal of surgery · 2023Article
- The Role of Web-Based Adaptive Choice-Based Conjoint Analysis Technology in Eliciting Patients' Preferences for Osteoarthritis Treatment.International journal of environmental research and public health · 2023Article
- Impact of Health and Health-Related Domains on Professionals' Perceptions of Care Complexity, Their Preferences for Integrated Care Planning and Interprofessional Collaboration.International journal of integrated careArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
This article aims to describe the conjoint analysis (CA) method and its application in healthcare settings, and to provide researchers with a brief guide to conduct a conjoint study. CA is a method for eliciting patients' preferences that offers choices similar to those in the real world and allows researchers to quantify these preferences. To identify literature related to conjoint analysis, a comprehensive search of PubMed (MEDLINE), EMBASE, Web of Science, and Google Scholar was conducted without language or date restrictions. To identify the trend of publications and citations in conjoint analysis, an online search of all databases indexed in the Web of Science Core Collection was conducted on the 8th of December 2021 without time restriction. Searching key terms covered a wide range of synonyms related to conjoint analysis. The search field was limited to the title, and no language or date limitations were applied. The number of published documents related to CA was nearly 900 during the year 2021 and the total number of citations for CA documents was approximately 20,000 citations, which certainly shows that the popularity of CA is increasing, especially in the healthcare sciences services discipline, which is in the top five fields publishing CA documents. However, there are some limitations regarding the appropriate sample size, quality assessment tool, and external validity of CA.
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.