Trial reportBMC health services research2018
Valuing injection frequency and other attributes of type 2 diabetes treatments in Australia: a discrete choice experiment.
Trial report in BMC health services research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
What it found
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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
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The Evolving Landscape of Discrete Choice Experiments in Health Economics: A Systematic Review.PharmacoEconomics · 2025Pooled it
- Use of Patient Preference Information in Benefit-Risk Assessment, Health Technology Assessment, and Pricing and Reimbursement Decisions: A Systematic Literature Review of Attempts and Initiatives.Frontiers in medicine · 2020Pooled it
- Health Utility Decrement of Injection Treatment-Related Attributes Using Time Trade-Off Among Type 2 Diabetes Patients: A Vignette-Based Study.PharmacoEconomics - open · 2026Article
- Quantifying Patient Preferences for Basal Insulin Treatments in Adults Living with Type 2 Diabetes: A Discrete Choice Experiment in Canada, Spain, France, and Japan.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Client preferences in noncommunicable diseases management in Australia: A scoping review.PLOS global public health · 2025Article
- Analysis of patients preferences in type 2 diabetes mellitus second-line drug treatment: A discrete choice experiment.PloS one · 2025Article
- Which antidiabetic drugs do patients of T2DM prefer in India and why? A discrete choice experiment.Journal of family medicine and primary care · 2024Article
- Evaluating the Preferences and Willingness-to-Pay for Oral Antidiabetic Drugs Among Patients with Type 2 Diabetes Mellitus in China: A Discrete Choice Experiment.The patient · 2024Article
- Understanding the experience, treatment preferences and goals of people living with chronic lymphocytic leukemia (CLL) in Australia.BMC cancer · 2024Article
- What Is the Role of Basal Weekly Insulin in Clinical Practice? The State of the Art.Biomedicines · 2024Review
- HTA community perspectives on the use of patient preference information: lessons learned from a survey with members of HTA bodies.International journal of technology assessment in health care · 2024Review
- Patient and Healthcare Professional Preferences for Prescription Weight Loss Medications in Australia: Two Discrete Choice Experiments.Patient preference and adherence · 2024Article
- Understanding patient cost-sharing thresholds for diabetes treatment attributes via a discrete choice experiment.Journal of managed care & specialty pharmacy · 2023Review
- Optimizing the pipeline of multipurpose prevention technologies: opportunities across women's reproductive lifespans.Frontiers in reproductive health · 2023Review
- Patient preferences for the treatment of type 2 diabetes in Australia: a discrete choice experiment.Journal of diabetes and metabolic disorders · 2022Article
- Understanding the Treatment Preferences of People Living with Schizophrenia in Australia; A Patient Value Mapping Study.Patient preference and adherence · 2022Article
- Enhancing Choices Regarding the Administration of Insulin Among Patients With Diabetes Requiring Insulin Across Countries and Implications for Future Care.Frontiers in pharmacology · 2021Article
- Article
- Exenatide once weekly combined with metformin reduced glycemic variability in type 2 diabetes by using flash glucose monitoring system.World journal of diabetes · 2020Article
- Understanding Reasons for Treatment Discontinuation, Attitudes and Education Needs Among People Who Discontinue Type 2 Diabetes Treatment: Results from an Online Patient Survey in the USA and UK.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMultiple pharmacotherapy options are available to control blood glucose in Type 2 Diabetes Mellitus (T2DM). Patients and prescribers may have different preferences for T2DM treatment attributes, such as mode and frequency of administration, based on their experiences and beliefs which may impact adherence. As adherence is a pivotal issue in diabetes therapy, it is important to understand what patients value and how they trade-off the risks and benefits of new treatments. This study aims to investigate the key drivers of choice for T2DM treatments, with a focus on injection frequency, and explore patients' associated willingness-to-pay.
methodsA discrete choice experiment (DCE) was used to present patients with a series of trade-offs between different treatment options, injectable and oral medicines that were made up of 10 differing levels of attributes (frequency and mode of administration, weight change, needle type, storage, nausea, injection site reactions, hypoglycaemic events, instructions with food and cost). A sample of 171 Australian consenting adult T2DM patients, of which 58 were receiving twice-daily injections of exenatide and 113 were on oral glucose-lowering treatments, completed the national online survey. An error components model was used to estimate the relative priority and key drivers of choice patients place on different attributes and to estimate their willingness to pay for new treatments.
resultsInjection frequency, weight change, and nausea were shown to be important attributes for patients receiving injections. Within this cohort, a once-weekly injection generated an additional benefit over a twice-daily injection, equivalent to a weighted total willingness to pay of AUD$22.35 per month.
conclusionsBased on the patient preferences, the importance of frequency of administration and other non-health benefits can be valued. Understanding patient preferences has an important role in health technology assessment, as the identification of the value as well as the importance weighting for each treatment attribute may assist with funding decisions beyond clinical trial outcomes.
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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.