ArticlePharmacoEconomics2012
Patient preferences for community pharmacy asthma services: a discrete choice experiment.
Article in PharmacoEconomics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 6 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
18 citing papers in PubMed, 6 syntheses or guidelines pooled it, 32 citations in OpenAlex.
- Patient Preferences for Pharmacy Services: A Systematic Review of Studies Based on Discrete Choice Experiments.The patient · 2024Pooled it
- A Systematic and Critical Review of Discrete Choice Experiments in Asthma and Chronic Obstructive Pulmonary Disease.The patient · 2022Pooled it
- Using Latent Class Analysis to Model Preference Heterogeneity in Health: A Systematic Review.PharmacoEconomics · 2018Pooled it
- Application of discrete choice experiments to enhance stakeholder engagement as a strategy for advancing implementation: a systematic review.Implementation science : IS · 2017Pooled it
- Discrete choice experiments of pharmacy services: a systematic review.International journal of clinical pharmacy · 2016Pooled it
- Discrete choice experiments in health economics: a review of the literature.PharmacoEconomics · 2014Pooled it
- Trial
- Attributes and levels in discrete choice experiments for pharmacy services: A systematic review to inform asthma intervention design.Exploratory research in clinical and social pharmacy · 2026Review
- Ethnic differences in maternal health care preferences in rural Yunnan, China: a discrete choice experiment.BMC health services research · 2026Article
- Article
- Pharmacists' preferences for the provision of services to improve medication adherence among patients with diabetes in Indonesia: Results of a discrete choice experiment.Health & social care in the community · 2022Article
- Article
- A Study of Patient Preferences for the Treatment of Non-small Cell Lung Cancer in Western China: A Discrete-Choice Experiment.Frontiers in public health · 2021Article
- Engaging patients and caregivers in prioritizing symptoms impacting quality of life for Duchenne and Becker muscular dystrophy.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2018Article
- Variation in Treatment Priorities for Chronic Hepatitis C: A Latent Class Analysis.The patient · 2016Article
- Australian mental health consumers' and carers' experiences of community pharmacy service.Health expectations : an international journal of public participation in health care and health policy · 2015Article
- Article
- Valuing benefits to inform a clinical trial in pharmacy : do differences in utility measures at baseline affect the effectiveness of the intervention?PharmacoEconomics · 2013Article
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 at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSpecialized community pharmacy services, involving the provision of disease state management and care by pharmacists, have been developed and trialled and have demonstrated very good health outcomes. Most of these services have been developed from a healthcare professional perspective. However, for the future uptake and long-term sustainability of these services as well as for better and sustained health outcomes for patients, it is vital to gain an understanding of patients' preferences. We can then structure healthcare services to match these preferences and needs rather than around clinical viewpoints alone.
objectiveThe aim of this study was to elicit patient preferences for pharmacy-based specialized asthma services using a discrete choice experiment and to explore the value/importance that patients place on the different attributes of the asthma service. The existence of preference heterogeneity in the population was also investigated.
methodsThe study was conducted with asthma patients who had recently experienced a specialized asthma management service at their pharmacy in New South Wales, Australia. Pharmacists delivering the asthma service mailed out the discrete choice questionnaires to participating patients at the end of 6 months of service provision. A latent class (LC) model was used to investigate each patient's strength of preference and preference heterogeneity for several key attributes related to asthma service provision: frequency of visits, access to pharmacist, interaction with pharmacy staff, availability of a private area for consultation, provision of lung function testing, type and depth of advice provision, number of days with asthma symptoms and cost of service.
resultsEighty useable questionnaires (of 170 questionnaires sent out) were received (response rate 47.1%). The study identified various key elements of asthma services important to patients. Further, the LC analysis revealed three classes with differing patient preferences for levels of asthma service provision. Patients in the Minimalistic Model class valued provision of lung function testing and preferred more frequent service visits. Cost of service had a negative effect on service preference for patients in this class. Patients in the Partial Model class mainly derived utility from the provision of lung function testing and comprehensive advice at the pharmacy and also wanted more frequent service visits. The Holistic Model class patients considered all attributes of the service to be important when making a choice. While the majority of the service attributes had a positive effect on preference for patients in this class, cost of service and days with symptoms of asthma had a negative effect on service preference. These patients also preferred fewer service visits.
conclusionThe study identified various key attributes that are important to patients with respect to community pharmacy-based asthma services. The results also demonstrate the existence of preference heterogeneity in the population. Asthma service providers need to take these findings into consideration in the design and development of future service models so as to increase their uptake and ensure their long-term sustainability.
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.