Evidence map›Paper›PMID 36921978›Full record

ArticleBMJ health & care informatics2023

Survival and health economic outcomes in heart failure diagnosed at hospital admission versus community settings: a propensity-matched analysis.

Patrik Bachtiger, Mihir A Kelshiker, Camille F Petri, Manisha Gandhi, Moulesh Shah, Tahereh Kamalati, Samir Ali Khan, Gareth Hooper, Jon Stephens, Abdullah Alrumayh and 4 more

3 registry-linked trialsFull text read
In one paragraph

Article in BMJ health & care informatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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.

NCT05987670 naunknown statusnot on this map

Triple Cardiovascular Disease Detection With an Artificial Intelligence-enabled Stethoscope

TypeinterventionalSponsorImperial College LondonRan2023 to 2025Enrolled200ConditionsHeart Failure, Heart Valve Diseases, Atrial Fibrillation, Heart MurmursArmsAI-stethoscope
NCT07339007 enrolling by invitationnot on this map

Observational Study to Validate a Family Physician Echocardiography Training Programme

Typeobservational_patient_registrySponsorSocietat Catalana de Medicina Familiar i Comunitària, Assoc. (CAMFiC)Ran2023 to 2027Enrolled500ConditionsHeart Failure, Valvular Heart Diseases, Atrial Fibrillation (AF), Arterial HypertensionArmsCohort of GPs: Training program, Cohort of patients
NCT07498868 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Detecting the Undetected: an Observational Cohort Study Evaluating the Health Economics, Clinical Utility, and Patient and Staff Experiences of Innovative Peptide Testing to Screen for Heart Failure in Lymphoedema Clinics

TypeobservationalSponsorSwansea Bay University Health BoardRan2026 to 2028Enrolled618ConditionsLymphedema, Lower Limb, Lymphedema, Heart Failure, Heart Failure (for Example, Fluid Overload)
3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. Conceptualising diagnostic liminality: a qualitative exploration of the journey to heart failure diagnosis.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026
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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

14 authors.

Patrik Bachtiger *National Heart and Lung Institue, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-3502-8869
Mihir A Kelshiker *National Heart and Lung Institue, Imperial College London, London, UK.
Camille F PetriNational Heart and Lung Institue, Imperial College London, London, UK.
Manisha GandhiNational Heart and Lung Institue, Imperial College London, London, UK.
Moulesh ShahImperial College Health Partners, London, UK.
Tahereh KamalatiImperial College Health Partners, London, UK.
Samir Ali KhanLighthouse Innovations Limited, London, UK.
Gareth HooperUpstart Breakthrough Strategy Limited, London, UK.
Jon StephensUpstart Breakthrough Strategy Limited, London, UK.
Abdullah AlrumayhNational Heart and Lung Institue, Imperial College London, London, UK.
Carys BartonImperial College Healthcare NHS Trust, London, UK.
Daniel B KramerNational Heart and Lung Institue, Imperial College London, London, UK.
Carla M PlymenImperial College Healthcare NHS Trust, London, UK.
Nicholas S PetersNational Heart and Lung Institue, Imperial College London, London, UK n.peters@imperial.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsMost patients with heart failure (HF) are diagnosed following a hospital admission. The clinical and health economic impacts of index HF diagnosis made on admission to hospital versus community settings are not known.

methodsWe used the North West London Discover database to examine 34 208 patients receiving an index diagnosis of HF between January 2015 and December 2020. A propensity score-matched (PSM) cohort was identified to adjust for differences in socioeconomic status, cardiovascular risk and pre-diagnosis health resource utilisation cost. Outcomes were stratified by two pathways to index HF diagnosis: a 'hospital pathway' was defined by diagnosis following hospital admission; and a 'community pathway' by diagnosis via a general practitioner or outpatient services. The primary clinical and health economic endpoints were all-cause mortality and cost-consequence differential, respectively.

resultsThe diagnosis of HF was via hospital pathway in 68% (23 273) of patients. The PSM cohort included 17 174 patients (8582 per group) and was matched across all selected confounders (p>0.05). The ratio of deaths per person-months at 24 months comparing community versus hospital diagnosis was 0.780 (95% CI 0.722 to 0.841, p<0.0001). By 72 months, the ratio of deaths was 0.960 (0.905 to 1.020, p=0.18). Diagnosis via hospital pathway incurred an overall extra longitudinal cost of £2485 per patient.

conclusionsIndex diagnosis of HF through hospital admission continues to dominate and is associated with a significantly greater short-term risk of mortality and substantially increased long-term costs than if first diagnosed in the community. This study highlights the potential for community diagnosis-early, before symptoms necessitate hospitalisation-to improve both clinical and health economic outcomes.

Indexed as

Heart FailureHospitalizationHospitalsHumansLondonMedical Record LinkageOutcome and Process Assessment, Health CarePatient Outcome AssessmentPrimary Health CarePublic Health

Identifiers

PMID36921978
PMCPMC10030479

What Socratic holds

Textfull text, public
LicenceCC BY
measurements read27
identifiers read1
Read underepoch 390

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 Socratic graph.