Evidence map›Paper›PMID 42909154›Full record

ArticleFrontiers in public health2026

Implementation of a workplace healthy lifestyle education intervention for metabolic syndrome risk reduction in Ethiopia: a mixed-methods process evaluation.

Sitotaw Kerie Bogale, Haribondhu Sarma, Uday Narayan Yadav, Matthew Kelly

Abstract read
In one paragraph

Article in Frontiers in 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.

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Sitotaw Kerie BogaleNational Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia.
Haribondhu SarmaNational Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia.
Uday Narayan YadavNational Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia.
Matthew KellyNational Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The prevalence of metabolic syndrome among office workers is markedly high, highlighting an urgent need for effective workplace interventions. In response to this need, a theory-informed healthy lifestyle education intervention was developed and implemented among office workers in Ethiopia, resulting in significant reductions in key metabolic risk factors and improvements in health-related behaviours. However, understanding the implementation process, how the intervention worked in practice, under what conditions, and why is critical to inform scale-up, adaptation, and sustainability. This study aimed to evaluate the implementation process of a nine-month workplace-based healthy lifestyle education intervention, using the Programme Integrity Framework to assess implementation fidelity and the Consolidated Framework for Implementation Research to identify the barriers and facilitators influencing implementation. Methods: A convergent parallel mixed-methods process evaluation was conducted to assess the implementation process of a 9 month workplace intervention aimed to reduce risk for metabolic syndrome and improve knowledge, attitudes, and healthy lifestyle practices. A total of 226 employees were screened based on waist circumference and blood pressure and allocated to intervention and control groups using cluster randomisation. The intervention group received a personalised lifestyle education programme delivered by trained health promotion experts, while the control group received general health advice on non-communicable disease prevention. Implementation fidelity was assessed across the five domains of the Programme Integrity Framework: adherence, exposure, quality of delivery, participant responsiveness, and programme differentiation, using educator self-reports and direct observations conducted by the principal investigator. Contextual factors influencing implementation were examined using the five domains of the Consolidated Framework for Implementation Research (CFIR): intervention characteristics, outer setting, inner setting, characteristics of individuals, and process. These were assessed through participant self-reports, field notes from review meetings conducted at the third and sixth months, and open-ended questionnaire responses collected from 13 participants. Results: Implementation fidelity was high across adherence, exposure, quality of delivery, and participant responsiveness domains, indicating that the intervention was delivered as intended and well-received by participants. However, CFIR-informed contextual analysis identified several barriers to effective implementation, including unsupportive organisational cultures, limited leadership support, weak external policy backing, resource constraints, and community norms that were not always aligned with healthy lifestyle change. Conclusion: This study shows that a theory-informed lifestyle education intervention can be delivered with high fidelity and strong engagement among office workers, supporting workplaces as a promising NCD prevention setting. Sustainable scale-up will likely depend on task-sharing with trained non-specialist personnel and embedding workplace health promotion within organisational and policy systems. Future research should work on policy integration, scalability, long-term sustainability, equity, and cost-effectiveness. Clinical trial registration: https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=385666&isClinicalTrial=False, identifier ACTRN12623000409673p.

Indexed as

Health EducationHealth PromotionHealthy LifestyleMetabolic SyndromeRisk Reduction BehaviorWorkplaceAdultEthiopiaFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedProgram EvaluationEthiopiafidelityimplementationlifestyle interventionmetabolic syndromeoffice workersrisk factorsworkplace

Identifiers

PMID42909154
PMCPMC13683782

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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.