Evidence map›Paper›PMID 41710071›Full record

ArticleBMJ public health2026

Reaching consensus on the definition of modifiable determinants of health: a Delphi study.

Sebastian Stannard, Kim Alipio, Ann Berrington, Shantini Paranjothy, Rebecca B Hoyle, Rhiannon K Owen, Simon Ds Fraser, Emilia Holland, Nisreen A Alwan

Abstract read
In one paragraph

Article in BMJ public health, 2026. 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

9 authors.

Sebastian StannardNIHR Applied Research Collaboration Wessex, Southampton, UK.ORCID https://orcid.org/0000-0002-6139-1020
Kim AlipioSchool of Primary Care, Population Sciences and Medical Education, University of Southampton, Southampton, UK.
Ann BerringtonDepartment of Social Statistics and Demography, University of Southampton, Southampton, UK.
Shantini ParanjothyNHS Grampian Health Board, Aberdeen, UK.
Rebecca B HoyleSchool of Mathematical Sciences, University of Southampton, Southampton, UK.ORCID https://orcid.org/0000-0002-1645-1071
Rhiannon K OwenSwansea University Medical School, Swansea University, Swansea, UK.
Simon Ds FraserNIHR Applied Research Collaboration Wessex, Southampton, UK.
Emilia HollandSchool of Primary Care, Population Sciences and Medical Education, University of Southampton, Southampton, UK.
Nisreen A AlwanNIHR Applied Research Collaboration Wessex, Southampton, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The term 'modifiable risk factor' and similar variations of the expression are common across health literature. Despite this, there is no universal definition for what would be modifiable when considering the factors that increase risk of ill health or enable good health and well-being. We conducted a Delphi study aiming to reach consensus among interdisciplinary experts on the definition and conceptualisation of what would be considered 'modifiable' as health determinants. Methods: The Delphi statements were based on initial criteria conceptualised by the research team and published in an opinion article. 103 experts from a range of interdisciplinary backgrounds were invited to participate in the Delphi. The statements were adjusted based on the results of the first round and circulated to participants in a second round. Results: 33 experts completed the first round. 4 out of 10 statements achieved consensus (≥70%). 30/33 (90%) of experts completed the second round, and a further one out of three statements achieved consensus. Combining results from both rounds, we have reached this definition: 'A modifiable health determinant must be potentially changeable through direct and/or indirect interventions at the individual or population levels, and it must be possible to quantify or describe such change in some way. Whether a health determinant is modifiable is context- and system-dependent (including the social, economic, political, commercial and environmental contexts); therefore, transparent consideration of a context-dependent definition is recommended in research design and reporting'. Conclusions: This study offers a consensus-based view on what can be considered 'modifiable'. Having a common understanding of the term facilitates interdisciplinary collaboration in health research and translation of findings to policy and practice.

Indexed as

Epidemiologic MethodsEpidemiologyPublic Health

Identifiers

PMID41710071
PMCPMC12911794

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.