Evidence map›Paper›PMID 42564923›Full record

ArticleHealth psychology and behavioral medicine2026

Longitudinal associations of depressive and burnout symptoms with eating behavior and physical activity in occupational health clients with obesity.

Siniriikka A Männistö, Joona Muotka, Laura-Unnukka Suojanen, Raimo Lappalainen, Kirsi H Pietiläinen, Riitta Korpela

Registry-linked trialAbstract read
In one paragraph

Article in Health psychology and behavioral medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04785586 (Effective Weight Maintenance for the Working Age - the Effectivity and Adherence of Three Web-based Weight Maintenance Interventions), which is not on this map. Not yet cited 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.

NCT04785586 naunknown statusnot on this map

Effective Weight Maintenance for the Working Age - the Effectivity and Adherence of Three Web-based Weight Maintenance Interventions

TypeinterventionalSponsorHelsinki University Central HospitalRan2021 to 2025Enrolled120ConditionsObesityArmsHealthy Weight Coaching, Individual meetings, Group meetings
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

6 authors.

Siniriikka A MännistöObesity Research Unit, Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0001-5359-2714
Joona MuotkaDepartment of Psychology, University of Jyväskylä, Jyväskylä, Finland.ORCID https://orcid.org/0000-0002-7113-903X
Laura-Unnukka SuojanenHealthy Weight Hub, Abdominal Centre, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0003-0771-8026
Raimo LappalainenDepartment of Psychology, University of Jyväskylä, Jyväskylä, Finland.ORCID https://orcid.org/0000-0001-6683-134X
Kirsi H PietiläinenObesity Research Unit, Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0002-8522-1288
Riitta KorpelaDepartment of Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0003-0337-9186

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Depression and occupational burnout are prevalent mental health challenges in working-age populations and are linked to adverse health behaviors, with these concerns particularly relevant among individuals with obesity. Although prior research suggests associations with eating behaviors and physical activity, most studies rely on cross-sectional designs, leaving the temporal and potentially bidirectional relationships between mental health and health behaviors unclear. Methods: This longitudinal study examined bidirectional associations between depressive and burnout symptoms, eating behavior, and physical activity among occupational health clients with obesity ( Results: Higher depressive symptoms predicted subsequent decreases in eating competence and increases in emotional eating, although the depression-emotional eating association was derived from a traditional CLPM rather than an RI-CLPM model due to convergence issues. Elevated burnout symptoms predicted subsequent increases in emotional eating and decreases in physical activity. In addition, emotional eating predicted later burnout symptoms. No longitudinal associations were observed between depression and physical activity, or between depression or burnout and uncontrolled eating. Discussion: Elevated depressive and burnout symptoms may predispose individuals to less healthy behaviors, potentially limiting the effectiveness of health interventions. These findings highlight the interplay between mental health, eating, and physical activity, suggesting that addressing psychological distress in behavior change programs may improve outcomes for individuals with elevated depression and burnout. Clinical trials: gov NCT04785586; RR2-10.1016/j.conctc.2020.100638.

Indexed as

Depressioneating competenceemotional eatingoccupational burnoutphysical activity

Identifiers

PMID42564923
PMCPMC13446057

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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 OpenQuestion graph.