Evidence map›Paper›PMID 42381103›Full record

ArticleImplementation science communications2026

Implementing a multimodal lifestyle intervention for depression and overweight in primary and secondary care: protocol for an implementation study exploring what works, how, and under what conditions.

Sven J G Geelen, Nienke Paauwe, Sophie M van Zonneveld, Huibert Burger, Nicolette Moes, Maartje Hofman, Daniëlle C Cath, Nynke D Scherpbier, Anouk E M Willems

Abstract read
In one paragraph

Article in Implementation science communications, 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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0citing papers in PubMed
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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.

Sven J G GeelenDepartment of Primary and Long-Term Care, Cure and Care in the Community Context (FOUR-C)- Research Program, University of Groningen, University Medical Center Groningen, P.O. box 196, 9700 AD, Groningen, the Netherlands. s.j.g.geelen@umcg.nl.ORCID https://orcid.org/0000-0001-9443-8211
Nienke PaauweDepartment of Primary and Long-Term Care, Cure and Care in the Community Context (FOUR-C)- Research Program, University of Groningen, University Medical Center Groningen, P.O. box 196, 9700 AD, Groningen, the Netherlands.
Sophie M van ZonneveldDepartment of Clinical Neuroscience and Cognition, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Huibert BurgerDepartment of Primary and Long-Term Care, Cure and Care in the Community Context (FOUR-C)- Research Program, University of Groningen, University Medical Center Groningen, P.O. box 196, 9700 AD, Groningen, the Netherlands.
Nicolette MoesResearch Department Common Mental Disorders, Drenthe Mental Health Center, Assen, the Netherlands.
Maartje HofmanResearch Department Common Mental Disorders, Drenthe Mental Health Center, Assen, the Netherlands.
Daniëlle C CathResearch Department Common Mental Disorders, Drenthe Mental Health Center, Assen, the Netherlands.
Nynke D ScherpbierDepartment of Primary and Long-Term Care, Cure and Care in the Community Context (FOUR-C)- Research Program, University of Groningen, University Medical Center Groningen, P.O. box 196, 9700 AD, Groningen, the Netherlands.
Anouk E M WillemsDepartment of Primary and Long-Term Care, Cure and Care in the Community Context (FOUR-C)- Research Program, University of Groningen, University Medical Center Groningen, P.O. box 196, 9700 AD, Groningen, the Netherlands.

Funding

Netherlands Organization for Health Research and Development (ZonMW) 10930022410014
6 · The paper itself

Abstract

backgroundDepression is a common mental health disorder which frequently co-occurs with increased body mass index or increased waist circumference (hereafter 'overweight'), causing heightened cardiovascular risk. Unhealthy lifestyle behaviours underlie both conditions. The Multimodal Lifestyle Intervention (MLI) LEEF integrates physical activity, nutrition, and behavioural strategies, tailored to motivational challenges common in depression, offering a dual focus on mental and physical health. However, unpublished process data revealed very limited referral to MLI‑LEEF from both primary and secondary care, and consequently low initiation rates, signalling clear implementation challenges. This study addresses this gap by translating prioritised implementation determinants into conceptually and empirically grounded implementation strategies and examining what works, how, and under which conditions.

methodsThis quasi‑experimental, explanatory sequential mixed‑methods study will implement MLI‑LEEF across ten general practices and three secondary mental health care outpatient clinics in the Northern Netherlands. Implementation strategies will be developed and tailored using Causal Pathway Diagramming and applied over a six‑month period. Quantitative data will be collected before, during, and after implementation to assess proximal implementation outcomes (the immediate, observable effects of an implementation strategy), distal implementation outcomes (adoption and sustainability), service‑level penetration, and patient outcomes. Following the implementation period, semi‑structured interviews will be conducted with referrers from each participating organisation. Site‑specific topic guides, informed by each organisation's implementation plan, causal pathway diagrams, and quantitative implementation outcomes, will probe how strategies generate change (mechanisms), how they influence targeted determinants, and which contextual conditions (preconditions, moderators) shape implementation strategy functioning. DISCUSSION: This study will respond to fieldwide calls in implementation science for rigorous, transparent, and context-sensitive approaches to developing and evaluating implementation strategies. By examining how strategies shape referral and initiation in routine general practice and specialist mental health services, and by clarifying the mechanisms and contextual conditions under which they are effective, the study will generate actionable insight into why implementation succeeds or falters in real-world care. These insights will provide essential groundwork for strengthening the reach and adoption of MLI-LEEF and will offer transferable guidance for embedding multimodal lifestyle interventions into everyday care, while advancing generalizable knowledge of how implementation strategies produce change.

trial registration10.17605/OSF.IO/XJHCB.

Indexed as

Causal pathway diagramDepressionLifestyle interventionmental health careOverweightPrimary care

Identifiers

PMID42381103
PMCPMC13587504

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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.