Evidence map›Paper›PMID 39880433›Full record

ArticleBMJ open2025

Analytical approaches to evaluate risk factors of multimorbidity: a systematic scoping review protocol.

Wenbo Song, Nick Birk, Mika Matsuzaki, Judith Lieber, Hirotomo Yamanashi, Elliott Rogers, Chanchanok Aramrat, Nutchar Wiwatkunupakarn, Chaisiri Angkurawaranon, Alex Lewin and 2 more

Abstract read
In one paragraph

Article in BMJ open, 2025. 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
–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

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

12 authors.

Wenbo SongLondon School of Hygiene & Tropical Medicine, London, UK Wenbo.Song@lshtm.ac.uk.ORCID http://orcid.org/0000-0002-1588-8597
Nick BirkHarvard University, Cambridge, Massachusetts, USA.
Mika MatsuzakiJohns Hopkins University, Baltimore, Maryland, USA.
Judith LieberLondon School of Hygiene & Tropical Medicine, London, UK.ORCID http://orcid.org/0000-0002-8514-0381
Hirotomo YamanashiNagasaki University, Nagasaki, Japan.
Elliott RogersUniversity College London, London, UK.
Chanchanok AramratLondon School of Hygiene & Tropical Medicine, London, UK.
Nutchar WiwatkunupakarnLondon School of Hygiene & Tropical Medicine, London, UK.
Chaisiri AngkurawaranonChiang Mai University, Chiang Mai, Thailand.ORCID http://orcid.org/0000-0003-4206-9164
Alex LewinLondon School of Hygiene & Tropical Medicine, London, UK.
Sanjay KinraLondon School of Hygiene & Tropical Medicine, London, UK.
Poppy Alice Carson MallinsonLondon School of Hygiene & Tropical Medicine, London, UK.ORCID http://orcid.org/0000-0002-7591-8065

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionUnderstanding causal risk factors that contribute to the development of multimorbidity is essential for designing and targeting effective preventive strategies. Despite a large body of research in this field, there has been little critical discussion about the appropriateness of the various analytical approaches used. This proposed scoping review aims to summarise and appraise the analytical approaches used in the published literature that evaluated risk factors of multimorbidity and to provide guidance for researchers conducting analyses in this field. METHODS AND ANALYSIS: We will systematically search three electronic databases-Embase, Global Health and MEDLINE, as well as the reference lists of identified relevant review articles, from inception to September 2024. We will screen titles and abstracts using the artificial intelligence-aided software ASReview, followed by screening for eligible articles in full text and extracting data. We will then categorise the analytical approaches used across studies, provide a comprehensive overview of the methodology and discuss the potential strengths and limitations of each analytical approach. ETHICS AND DISSEMINATION: We will undertake a secondary analysis of published literature; therefore, ethical approval is not required. The results will be disseminated through an open-access, peer-reviewed publication. This systematic scoping review will serve as a guide for researchers in selecting analytical approaches for aetiological multimorbidity research, thereby improving the quality and comparability of research in this field.

Indexed as

MultimorbidityHumansResearch DesignRisk FactorsScoping Reviews as TopicChronic DiseaseGENERAL MEDICINE (see Internal Medicine)GERIATRIC MEDICINEMultimorbidityRisk Factors

Identifiers

PMID39880433
PMCPMC11781107

What OpenQuestion holds

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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.