Evidence map›Paper›PMID 42473582›Full record

ArticleInternational journal of cardiology. Cardiovascular risk and prevention2026

Healthcare utilization patterns prior to a first heart failure diagnosis in a 90 day mortality cohort: A retrospective cohort study.

Ellinore Nilsson, Louise Pettersson, Björn Agvall

Abstract read
In one paragraph

Article in International journal of cardiology. Cardiovascular risk and prevention, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Ellinore NilssonHalland Hospital Halmstad, Region Halland, Halmstad, Sweden.
Louise PetterssonDepartment of Research and Development, Region Halland, Halmstad, Sweden.
Björn AgvallDepartment of Research and Development, Region Halland, Halmstad, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Early recognition of emerging heart failure prior to diagnosis could offer an opportunity for prevention-focused care, but it remains unclear whether healthcare seeking patterns before diagnosis indicate an earlier window for intervention. The objective was to determine if changes in utilization appeared during the 12-week pre-diagnosis period preceding a first diagnosis of heart failure with poor short-term prognosis. Methods: A retrospective population-based study in Region Halland, Sweden, used the Regional Healthcare Information Platform to identify persons aged 40-90 years with incident heart failure during 2013 to 2019 who had died within 90 days. Encounters across inpatient and outpatient care settings, estimated glomerular filtration rate, N-terminal pro B type natriuretic peptide (NT-proBNP), echocardiography status and comorbidities were retrieved. Repeated measures analysis assessed trends in weekly visits during the 12-week lookback, with covariance analysis adjusted for age, sex, hypertension, ischemic heart disease and diabetes. Results: The cohort included 902 individuals, mean age 85 years, 52% women. Echocardiography was not registered in 65%. Mean NT-proBNP measured 11,210 ng/L. The total average number of visits per week increased from 0.42 at week minus 12 to 1.77 at week 0 (p < 0.001). Primary care visits had increased from 0.30 to 0.72 (p < 0.001). Adjustments did not alter the pattern. No consistent early rise in visits appeared before the final two weeks. Conclusions: In this high-mortality population, healthcare utilization remained low and unchanged until a sharp rise immediately before diagnosis, indicating a narrow and late window for preventive action, which limits the feasibility of preventive intervention in routine care.

Indexed as

Healthcare-seeking behaviorHealthcare utilizationHeart failureMortalityPrimary care

Identifiers

PMID42473582
PMCPMC13380770

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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 Socratic graph.