ArticlePharmacoEconomics2013
Patient preferences for the treatment of type 2 diabetes: a scoping review.
Article in PharmacoEconomics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 31 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
72 citing papers in PubMed, 31 syntheses or guidelines pooled it, 124 citations in OpenAlex.
- Understanding Patient Preferences for Medication Process Attributes: A Systematic Literature Review.The patient · 2026Pooled it
- Pooled it
- Stated preferences of adolescents and young adults for sexual and reproductive health services in Africa: a systematic review.Sexual and reproductive health matters · 2025Pooled it
- Summary of present design of discrete choice experiments for patient preferences in lung cancer based on the ISPOR ESTIMATE checklist.BMC cancer · 2025Pooled it
- Factors influencing adherence to oral nutritional supplementation in patients with gastrointestinal neoplasms: a mixed methods systematic review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Pooled it
- The Impact of Menthol Cigarette Bans: A Systematic Review and Meta-Analysis.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025Pooled it
- Preferences of cancer survivors for follow-up care: a systematic review of discrete choice experiments.BMC health services research · 2024Pooled it
- Stated Preferences of At-Risk Populations for the Treatment of Osteoporosis: A Systematic Review.The patient · 2024Pooled it
- Using best-worst scaling to inform policy decisions in Africa: a literature review.BMC public health · 2024Pooled it
- Treatment Preference Research in Atopic Dermatitis: A Systematic Review of Quantitative Studies.The patient · 2024Pooled it
- Preferences for COVID-19 Vaccines: Systematic Literature Review of Discrete Choice Experiments.JMIR public health and surveillance · 2024Pooled it
- Differences in Preferences for Drug Therapy Between Patients with Metastatic Versus Early-Stage Breast Cancer: A Systematic Literature Review.The patient · 2024Pooled it
- Eliciting preferences in glaucoma management-a systematic review of stated-preference studies.Eye (London, England) · 2023Pooled it
- Patient Preferences in Targeted Pharmacotherapy for Cancers: A Systematic Review of Discrete Choice Experiments.PharmacoEconomics · 2023Pooled it
- Pooled it
- Best-Worst Scaling and the Prioritization of Objects in Health: A Systematic Review.PharmacoEconomics · 2022Pooled it
- Stated Preference Research in Reproductive and Maternal Healthcare Services in Sub-Saharan Africa: A Systematic Review.The patient · 2022Pooled it
- Systematic review of quantitative preference studies of treatments for rheumatoid arthritis among patients and at-risk populations.Arthritis research & therapy · 2022Pooled it
- A Systematic and Critical Review of Discrete Choice Experiments in Asthma and Chronic Obstructive Pulmonary Disease.The patient · 2022Pooled it
- Pooled it
12 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
5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundAs more studies report on patient preferences, techniques are needed to identify, assess and, eventually, synthesize results from a diverse set of methodologies. Data on patient preferences are valuable to decision makers in a variety of ways. Preferences for outcomes can be used to inform decision and cost-effectiveness models, while preferences for treatments can inform patient-centered outcomes research (PCOR) and patient-centered care.
objectivesThis project sought to identify and assess the literature reporting on the treatment preferences of adult patients with type 2 diabetes. In addition to cataloging the preference elicitation methods used, we developed and assessed a novel quality assessment checklist for preference-based studies. DATA SOURCES: PubMed, EMBASE, CINAHL, and EconLit databases were searched to identify studies examining patient preferences for medications for type 2 diabetes studies published since inception of each database. STUDY ELIGIBILITY CRITERIA, PARTICIPANTS, AND
interventionsThe review protocol specified inclusion of studies reporting diabetes-treatment preferences among adults with type 2 diabetes, using a range of preference measurement methods. Studies were excluded if participants were not patients with type 2 diabetes and if treatments were not pharmacological therapies targeting glycemic control, or if no primary preference information was collected. Two investigators independently reviewed titles, abstracts, and articles sequentially to select studies for data abstraction based on the inclusion and exclusion criteria. Disagreements were resolved by consensus. STUDY APPRAISAL AND SYNTHESIS
methodsData on study country, year, number of respondents, preference elicitation method, number of attributes, subgroup analyses, and funding source were abstracted into standardized tables. A novel checklist (PREFS) was used to assess the data quality and validity across different types of preference studies by assessing the following: purpose of the study; respondent sampling; explanation of preference assessment methods; findings reported for total sample; and significance testing. Each item was scored, and an aggregate score was then calculated (ranging from 0 to 5).
resultsOf the 2,100 unique citations, 61 met the inclusion criteria. The studies used conjoint analysis (n = 10), time trade-off (n = 6), standard gamble (n = 2), contingent valuation (n = 1), other stated preference methods (n = 39), and revealed preferences (n = 5). Sample sizes ranged from 27 to 14,033, with an average of 562 respondents, and two-thirds included a subgroup analysis. Most studies were conducted in one country, predominantly the USA (n = 27), UK (n = 14), Canada (n = 10), and Germany (n = 7), while 14 were conducted in multiple (2-18) countries across two or more countries. There was an increase in the annual rate of studies published over time from the time of the first publication in 1985 (p = < 0.01). Most (n = 52) studies were funded by pharmaceutical or device companies, with government, academic, association, and hospital sources also funding studies. One study met all five of the PREFS criteria and 12 met four; yet four studies met none of the criteria. The average was 27. LIMITATIONS: Currently, preferences reviews are limited by the mixed quality in the reporting of studies, the publication bias inherent in the literature, a lack of guidelines to conduct various methods, and the difficulty of synthesizing results from different studies. Our study is also limited by its focus on English language articles. CONCLUSIONS AND IMPLICATIONS OF KEY
findingsThis study provides the first systematic evaluation of the methods used in the broad existing body of research into patient preferences for type 2 diabetes medications and can serve as a primary source of information for decision makers. Future work is necessary to assess the utility of the results of reviews of preference information and to develop best-practice guidelines for the reporting of, and methods of conducting, preference studies and systematic reviews of such studies. REGISTRATION: This systematic review was registered with PROSPERO (registration number CRD42012002285).
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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.