ReviewJournal of managed care & specialty pharmacy2020
Underestimating the Value of an Intervention: The Case for Including Productivity in Value Assessments and Formulary Design.
Review in Journal of managed care & specialty pharmacy, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 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
4 citing papers in PubMed, 4 citations in OpenAlex.
- Advancing Lost Productivity Measurement in Economic Evaluations: Evidence Priorities from a Targeted Literature Review and Expert Workshop.PharmacoEconomics - open · 2026Review
- What Is Important to Patients? A Mixed Methods Study to Understand Patient Experience Commonalities Across Three Conditions.The patient · 2026Article
- An Access-Focused Patient-Centric Value Assessment Framework for Medication Formulary Decision-Making in Immune-Mediated Inflammatory Diseases.Advances in therapy · 2025Article
- Estimating Productivity Loss from Breast and Non-Small-Cell Lung Cancer among Working-Age Patients and Unpaid Caregivers: A Survey Study Using the Multiplier Method.MDM policy & practiceArticle
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 at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundValue assessment reports are increasingly being considered in health care coverage decisions. The inputs included and analytic methodologies underlying these reports should include all components of value.
objectiveTo determine whether and how productivity was included in a value assessment, compare the incremental cost per quality-adjusted life-year (cost/QALY) estimates with and without productivity, assess if inclusion of productivity changed the value category and estimate the direction and magnitude of change.
methodsWe reviewed pharmaceutical value assessment reports published between March 2017 and July 2019 by the Institute for Clinical and Economic Review (ICER) to determine whether productivity was included and how it was reported (i.e., co-base case or scenario analysis). Within each report, we identified unique treatment comparisons for which modelers estimated an incremental cost/QALY. We categorized the incremental cost/QALY estimates using ICER's willingness-to-pay (WTP) categories and assessed if inclusion of productivity changed the value category (i.e., < $50,000/QALY). For reports that included 2 numerical estimates, we assessed the direction and magnitude of change when productivity was included.
resultsOf the 19 reports that evaluated pharmaceutical treatments, 18 (94.7%) included productivity. Two reports (11.1%) incorporated productivity in a co-base case analysis, and 16 included productivity in a scenario analysis. Across these 18 reports, there were 75 unique comparisons of pharmaceutical interventions. Across the 75 comparisons, 4 (5.3%), 3 (4.0%), 8 (10.6%), and 1 (1.3%) of the coverage decisions would change at the $50,000/QALY, $100,000/QALY, $150,000/QALY, and $500,000/QALY threshold, respectively. Sixty comparisons included 2 numerical cost/QALY estimates. The magnitude of change in the cost/QALY, after including productivity, ranged from -80.1% to 6.8%. The estimated value increased for 54 (72%), decreased for 5 (6.6%), and did not change for 1 (1.7%) of the comparisons.
conclusionsValue assessment should capture the range of costs and benefits of an intervention. The exclusion of productivity costs can alter, often underestimating, the assessment of value. This may affect coverage decisions-inclusion or exclusion from the insurance benefit-based on these assessments. Value assessment reports intended to be used for health care decision making should include productivity and elevate its visibility by using base-case analyses rather than scenario analyses. DISCLOSURES: This study was funded by the National Pharmaceutical Council. Karmarkar is currently a postdoctoral fellow at the National Pharmaceutical Council. Graff and Westrich are employees of the National Pharmaceutical Council, which provides unrestricted research grants to value assessment bodies including ICER and IVI.
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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.