Evidence map›Paper›PMID 38772581›Full record

ArticleBMJ open2024

Evaluating a novel online behavioural intervention to encourage cost-conscious strategies among US adults with chronic conditions who are enrolled in a high-deductible health plan: a proof-of-concept pilot study.

Alexandra Peirce, Ying-Jen Lin, Angela Fagerlin, Michele Heisler, Helen Levy, Jeffrey Kullgren

Abstract read
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Alexandra PeirceDepartment of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA ampeirce@umich.edu.ORCID 0000-0002-4809-1541
Ying-Jen LinCenter for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, Michigan, USA.
Angela FagerlinDepartment of Population Health Sciences, The University of Utah School of Medicine, Salt Lake City, Utah, USA.ORCID 0000-0002-9192-2777
Michele HeislerDepartment of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Helen LevyInstitute for Social Research, University of Michigan, Ann Arbor, Michigan, USA.
Jeffrey KullgrenDepartment of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.

Funding

Michigan Institute for Clinical and Health Research (MICHR)UM1TR004404 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Julie C Lumeng · 2023 to 2026
$39.8M
Research BaseP30DK092926 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MARY ELLEN MICHELE HEISLER, ADESUWA B OLOMU · 2011 to 2026
$10.0M
SHORT-TERM TRAINING IN HEALTH PROF SCHOOLST35HL007690 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI FLAHERTY, KEVIN R · 1990 to 2024
$3.3M
NCATS NIH HHS UM1 TR004404NHLBI NIH HHS T35 HL007690NIDDK NIH HHS P30 DK092926
6 · The paper itself

Abstract

objectivesPatients with chronic conditions enrolled in high-deductible health plans (HDHPs) face cost-related access barriers and high out-of-pocket spending. Our objectives were to develop a novel behavioural intervention to help HDHP enrollees with chronic conditions use cost-conscious strategies and evaluate the intervention's preliminary effectiveness, acceptability and feasibility.

designProspective.

settingOnline (USA).

participants36 US adults enrolled in an HDHP through their employer or an exchange with diabetes, hypertension, asthma, coronary artery disease and/or chronic obstructive pulmonary disease. 31/36 participants completed the study.

interventionWe developed a 5-week intervention consisting of a website with educational modules on discussing costs with clinicians, saving for future healthcare costs, comparing healthcare prices and quality, preparing for appointments, following up after appointments and planning for future healthcare needs; and emails encouraging participants to access each module. OUTCOMES: We conducted a single-arm proof-of-concept pilot study of the intervention. Baseline and postintervention surveys measured primary outcomes of health insurance literacy and confidence in using cost-conscious strategies. 10 participants completed postintervention interviews.

results31 (86%) participants completed a baseline and postintervention survey. Mean health insurance literacy scores (20-80 scale) improved from 56.5 to 67.1 (p

conclusionsOur novel behavioural intervention was acceptable to HDHP enrollees with chronic conditions, feasible to deliver and associated with increased health insurance literacy and confidence in using cost-conscious strategies. This intervention should be tested in a definitive randomised controlled trial that is fully powered to evaluate its effects on cost-related access barriers, out-of-pocket spending and health outcomes in this growing patient population.

Indexed as

Deductibles and CoinsuranceAdultAgedBehavior TherapyChronic DiseaseFemaleHealth ExpendituresHumansInternet-Based InterventionMaleMiddle AgedPilot ProjectsProof of Concept StudyProspective StudiesUnited StatesHealth economicsHealth EducationPrimary Care

Identifiers

PMID38772581
PMCPMC11110595

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.