ArticlePharmacoEconomics2008
Subgroups and heterogeneity in cost-effectiveness analysis.
Article in PharmacoEconomics, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 5 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
59 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The Cost-Effectiveness of Kidney Replacement Therapy Modalities: A Systematic Review of Full Economic Evaluations.Applied health economics and health policy · 2021Pooled it
- Generating evidence to inform health technology assessment of treatments for SLE: a systematic review of decision-analytic model-based economic evaluations.Lupus science & medicine · 2020Pooled it
- Influence of pharmacogenomic profiling prior to pharmaceutical treatment in metastatic colorectal cancer on cost effectiveness : a systematic review.PharmacoEconomics · 2013Pooled it
- Acknowledging patient heterogeneity in economic evaluation : a systematic literature review.PharmacoEconomics · 2013Pooled it
- Pooled it
- Stratified treatment recommendation or one-size-fits-all? A health economic insight based on graphical exploration.The European journal of health economics : HEPAC : health economics in prevention and care · 2019Trial
- Cost-effectiveness of a national exercise referral programme for primary care patients in Wales: results of a randomised controlled trial.BMC public health · 2013Trial
- Cost-effectiveness of early empagliflozin initiation after acute myocardial infarction: a German statutory health insurance perspective.Cost effectiveness and resource allocation : C/E · 2026Article
- Cost-effectiveness of optical coherence tomography-guided percutaneous coronary intervention for patients with complex coronary artery lesions in China: a markov model-based study.Cost effectiveness and resource allocation : C/E · 2026Article
- Comparing the Influence of Heterogeneity on Model Outcomes in Individual-Level and Cohort Simulations: An Exploratory Simulation Study.PharmacoEconomics · 2026Article
- COVID-19 as a natural experiment intervention to reduce new HIV infections among Australian MSM.AIDS (London, England) · 2025Article
- A Review of Heterogeneity in Comparative Economic Analysis, with Specific Considerations for the Decentralized US Setting and Patient-Centered Care.PharmacoEconomics · 2025Review
- A Framework for Using Cost-effectiveness Analysis to Support Pricing and Reimbursement Decisions for New Pharmaceuticals in a Context of Evolving Treatments, Prices, and Evidence.PharmacoEconomics · 2025Article
- Observational
- Advances in Addressing Patient Heterogeneity in Economic Evaluation: A Review of the Methods Literature.PharmacoEconomics · 2024Review
- Article
- Systematic review and critical methodological appraisal of community-based falls prevention economic models.Cost effectiveness and resource allocation : C/E · 2022Review
- Prioritizing Research in an Era of Personalized Medicine: The Potential Value of Unexplained Heterogeneity.Medical decision making : an international journal of the Society for Medical Decision Making · 2022Article
- Systematic review of the evidence sources applied to cost-effectiveness analyses for older women with primary breast cancer.Cost effectiveness and resource allocation : C/E · 2022Review
- Factors Limiting Subgroup Analysis in Cost-Effectiveness Analysis and a Call for Transparency.PharmacoEconomics · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
The National Institute for Health and Clinical Excellence (NICE) is required to consider cost effectiveness when issuing guidance about the use of health technologies within the UK NHS. Cost effectiveness is a means of supporting a system objective of maximizing population health gain from the available budget. There is a range of sources of variation between individuals in disease prognosis, and in the costs and effects of health technologies. It is often possible to explain some of this variation on the basis of the clinical and sociodemographic characteristics of patients. This facilitates subgroup-specific estimates of parameters in decision analytic models and provides a means of assessing heterogeneity in cost effectiveness between different types of patient. Given the objective of the NHS, there is a clear need for NICE, and similar decision makers in other systems, to reflect this heterogeneity by being as specific as possible about the characteristics of the recipients of new treatments. The use of subgroup analysis in cost-effectiveness analysis raises a number of methodological questions that have been given little consideration in the literature. They include a need to define the possible sources of heterogeneity that exist, which extends beyond relative treatment effect (which is the focus of clinical trial analysis) to include, for example, sources relating to baseline event rates. There is also the issue of how heterogeneity in model parameters should be estimated and how uncertainty should be appropriately quantified. A major issue also exists concerning the appropriateness, in terms of equity, of using all or some of the subgroup analyses as a basis of decision making. NICE needed to consider these and other issues when updating its methods guidance.
Indexed as
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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.