Evidence map›Paper›PMID 42832686›Full record

ArticleJMIR public health and surveillance2026

Mapping Movement Behaviors and Mental Health Among Frontline Workers: Scoping Review.

Amalie Skovgaard, Alison Kirk, Ellie Campbell, Gabrielle Horan-Buchanan, Nicola Cogan

Abstract readScoping Review
In one paragraph

Article in JMIR public health and surveillance, 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

5 authors.

Amalie SkovgaardDepartment of Psychological Sciences and Health, University of Strathclyde, 40 George Street, Glasgow, Scotland, G1 1QE, United Kingdom, 44 0141 552 440.ORCID http://orcid.org/0009-0003-9753-7874
Alison KirkDepartment of Psychological Sciences and Health, University of Strathclyde, 40 George Street, Glasgow, Scotland, G1 1QE, United Kingdom, 44 0141 552 440.ORCID http://orcid.org/0000-0002-6534-3763
Ellie CampbellDepartment of Psychological Sciences and Health, University of Strathclyde, 40 George Street, Glasgow, Scotland, G1 1QE, United Kingdom, 44 0141 552 440.ORCID http://orcid.org/0009-0009-9648-951X
Gabrielle Horan-BuchananDepartment of Psychological Sciences and Health, University of Strathclyde, 40 George Street, Glasgow, Scotland, G1 1QE, United Kingdom, 44 0141 552 440.ORCID http://orcid.org/0009-0005-5573-8904
Nicola CoganDepartment of Psychological Sciences and Health, University of Strathclyde, 40 George Street, Glasgow, Scotland, G1 1QE, United Kingdom, 44 0141 552 440.ORCID http://orcid.org/0000-0003-0861-5133

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Frontline workers experience substantial occupational demands that may affect sleep, physical activity, sedentary behavior, recovery, and mental health. Although 24-hour movement behavior (24hrMB) frameworks conceptualize these behaviors as interdependent components of a finite day, it remains unclear how extensively frontline research has adopted integrated approaches, or how evidence is distributed across behaviors, mental health domains, occupations, and measurement methods. Objective: This study aimed to map evidence examining movement behaviors and mental health among adult frontline workers; characterize its distribution and overlap across movement and mental health domains, occupational groups, methods, and contexts; and identify gaps for future research and intervention development. Methods: Following Joanna Briggs Institute methodology and PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidance, 6 databases (PsycINFO, CINAHL, MEDLINE, SPORTDiscus, Scopus, and PubMed) were searched for peer-reviewed studies published from 2000 to 2026. The search was updated on July 30, 2026. Eligible studies included adult civilian frontline workers and examined at least 1 movement behavior in relation to at least 1 mental health domain. One reviewer (AS) screened and charted all studies, while 2 additional reviewers (GH-B and EC) independently screened and charted random subsets to assess reliability. Movement behaviors and mental health domains were coded as non-mutually exclusive. Findings were synthesized using descriptive statistics, narrative synthesis, and evidence mapping. Results: Across the original and updated searches, 613 studies were included. Research was concentrated among health care populations (n=468, 76.3%), with studies predominantly using cross-sectional (n=451, 73.6%), association-focused (n=526, 85.8%), and self-report movement measurement approaches (n=533, 86.9%). Sleep was assessed in 538 (87.8%) studies, physical activity in 177 (28.9%) studies, and sedentary behavior in 24 (3.9%) studies. Most studies assessed 1 movement behavior (n=500, 81.6%), and only 13 (2.1%) assessed all 3 behaviors. Stress was the most frequently assessed mental health domain (n=285, 46.5%), followed by depression (n=243, 39.6%), anxiety (n=224, 36.5%), burnout (n=154, 25.1%), and well-being (n=129, 21.0%). Evidence concentrated on sleep in relation to stress (n=248, 40.5%), depression (n=226, 36.9%), and anxiety (n=208, 33.9%), while comparatively little examined mental health alongside sedentary behavior. Only 9 (1.5%) studies used objective-only movement measurement. Conclusions: Despite a large and rapidly expanding literature, evidence remains dominated by sleep-focused, health care-based, cross-sectional, association-focused, and self-report research. Sedentary behavior, integrated 24hrMB approaches, non-health care frontline occupations, and longitudinal and objective methodologies remain underrepresented. By mapping movement and mental health domains as overlapping rather than mutually exclusive categories, this review identifies both major concentrations and substantive gaps in evidence. Future research should broaden occupational representation, use longitudinal and repeated-measures designs, and examine integrated 24hrMBs using complementary objective and subjective measures. In practice, current evidence can inform priorities for occupational monitoring and intervention development but is insufficient to support specific behavioral prescriptions.

Indexed as

ExerciseFrontline WorkersMental HealthAdultHumansMovementSedentary Behavior24-hour movement behaviorsfrontline workersmental healthoccupational healthphysical activitysedentary behaviorsleep

Identifiers

PMID42832686
PMCPMC13637985

What OpenQuestion holds

Textmetadata
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.