Evidence map›Paper›PMID 41566469›Full record

ArticleBMC health services research2026

Cost-effectiveness of a pictorial medication sheet for older adults with heart failure and cognitive impairment.

Kaylee B Vannoy, Lee Ann Hawkins, James G Kahn

Abstract read
In one paragraph

Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Kaylee B VannoyInstitute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, USA. kaylee.vannoy@ucsf.edu.ORCID http://orcid.org/0009-0004-9221-6892
Lee Ann HawkinsGraduate Nursing Division, Indiana Wesleyan University, Marion, IN, USA.ORCID http://orcid.org/0000-0002-4818-6217
James G KahnPhilip R Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-1259-7233

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOlder adults with chronic health conditions like heart failure (HF) and cognitive impairment face challenges managing complex medication regimens, leading to poor adherence, worsening clinical status, and increased healthcare costs. Many existing interventions to improve medication adherence depend on digital technologies that may be too complex or require consistent caregiver support limiting their effectiveness in this population. Prior research demonstrated the efficacy of a simple pictorial medication sheet intervention compared to usual care. This study evaluates the cost-effectiveness of a pictorial medication sheet compared to usual care for older adults with HF and cognitive impairment.

methodsWe developed a decision tree model with disease states in Microsoft Excel to evaluate changes in costs and quality-adjusted life years (QALYs) after implementing the intervention for older adults living with cognitive impairment and HF. The base case model used a one-year time horizon with adherence pathways and clinical outcomes, including decompensation, recovery, worsened or stable HF, and death. QALYs were calculated based on survival pathways and changes in health state utility. Costs included the intervention’s implementation and direct medical expenses related to HF care in the US. Sensitivity analyses (one-way, scenario, and Monte Carlo) explored how uncertainty in parameter inputs and time frame affects results.

resultsOver a one-year time horizon, our model showed individuals using the pictorial medication sheet intervention had a total cost of $22,557 and 0.691 QALYs. Compared to usual care, the intervention was dominant (less costly and more effective), with $1,949 lower cost and a gain of 0.0045 QALYs, thus implementation for 100 individuals would potentially yield 0.45 QALYs and save $195,000 annually. Sensitivity analyses found that the intervention remained dominant over one year across plausible parameter ranges. A two-year analysis found that the intervention remained dominant across all tested scenarios, with QALY gains increasing almost six times more than the one-year model and cost savings ranged from $2,279 to $4,497 per patient.

conclusionsThe pictorial medication sheet appeared to be cost saving and more effective than usual care for older adults living with cognitive impairment and HF in the United States. This finding supports evaluating strategies to implement the pictorial medication sheet at scale. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Cognitive DysfunctionHeart FailureAdherence InterventionsAgedAged, 80 and overCost-Benefit AnalysisCost-Effectiveness AnalysisDecision TreesFemaleHumansMaleMedication AdherenceQuality-Adjusted Life YearsCognitive impairmentCost-effectiveHeart failureMedication adherencePictorial medication sheet

Identifiers

PMID41566469
PMCPMC12905874

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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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.