Evidence map›Paper›PMID 38243764›Full record

ArticleEuropean journal of public health2024

Preferences for innovations in healthcare delivery models in the Swiss elderly population: a latent class, choice modelling study.

Anna Nicolet, Clémence Perraudin, Nicolas Krucien, Joël Wagner, Isabelle Peytremann-Bridevaux, Joachim Marti

Open access · goldAbstract read
In one paragraph

Article in European journal of public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact, top 99% of its field
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

2 citing papers in PubMed, 0 citations in OpenAlex.

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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

6 authors at 2 institutions in 1 country.

Anna NicoletCenter for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.ORCID 0000-0001-9125-1697
Clémence PerraudinCenter for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.
Nicolas KrucienPatient-Centered Research, Evidera, London, UK.
Joël WagnerDepartment of Actuarial Science, Faculty of Business and Economics (HEC), and Swiss Finance Institute, University of Lausanne, Lausanne, Switzerland.
Isabelle Peytremann-BridevauxCenter for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.
Joachim MartiCenter for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.
Centre universitaire de médecine générale et santé publique, Lausanne · CHSwiss Finance Institute · CH

Funding

Swiss National Science Foundation 407440_183447
6 · The paper itself

Abstract

backgroundWith the increasing number of people affected by multiple chronic conditions, it is essential for public-health professionals to promote strategies addressing patient needs for coordinated care. We aim to explore preference heterogeneity for better-coordinated care delivery models in Swiss older adults, and identify profiles of individuals more open to healthcare reforms.

methodsA DCE (discrete choice experiment) survey was developed online and on paper for the Swiss adults aged 50+, following best practice. To elicit preferences, we estimated a latent class model allowing grouping individuals with similar preferences into distinct classes, and examined what background characteristics contributed to specific class membership.

resultsThe optimal model identified three classes with different openness to reforms. Class 1 (49%) members were concerned with premium increases and were in favour of integrated care structures with care managed by interprofessional teams. Individuals in class 2 (19%) were younger, open to reforms, and expressed the needs for radical changes within the Swiss healthcare system. Class 3 respondents (32%) were strongly reluctant to changes.

conclusionsOur study goes beyond average preferences and identifies three distinct population profiles, a majority open to reforms on specific aspects of care delivery, a smallest group in favour radical changes, and a third strongly against changes. Therefore, tailored approaches around healthcare reforms are needed, e.g. explaining the role of interprofessional teams in coordinating care, electronic health records and insurance premium variation.

Indexed as

Delivery of Health CareHealth Care ReformAgedChoice BehaviorHumansPatient PreferenceSurveys and QuestionnairesSwitzerland

Identifiers

PMID38243764
PMCPMC10990495
OpenAlexW4391051818

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.