Evidence map›Paper›PMID 42344318›Full record

ArticleVeterinary world2026

Integrating health literacy, health promotion, and digital health in tuberculosis prevention: An ecosystemic competency framework and CIMO-based systematic review.

Sri Sugiarsi, Endang Sutisna Sulaeman, Sapja Anantanyu, Anik Lestari

Abstract read
In one paragraph

Article in Veterinary world, 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
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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

4 authors.

Sri SugiarsiDoctoral Program of Development Extension and Community Empowerment, Universitas Sebelas Maret, Surakarta, Indonesia.
Endang Sutisna SulaemanMaster's Program in Public Health, Graduate School, Universitas Sebelas Maret, Surakarta, Indonesia.
Sapja AnantanyuDoctoral Program of Development Extension and Community Empowerment, Universitas Sebelas Maret, Surakarta, Indonesia.
Anik LestariFaculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aim: Tuberculosis (TB) continues to pose a major global public health burden, particularly in low- and middle-income countries. Although biomedical interventions have advanced, prevention remains strongly influenced by behavioral, sociocultural, and systemic determinants. Health literacy, health promotion, and digital health innovations have demonstrated potential in improving TB-related outcomes; however, their integration within a unified theoretical framework remains limited. This study aimed to synthesize evidence on TB prevention strategies by integrating health literacy, health promotion, and digital health using the Ecosystemic Health Promotion Competency Framework (EHPCF) and the Context-Intervention-Mechanism-Outcome (CIMO) approach. Materials and Methods: A systematic review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) 2020 guidelines. Literature published between 2015 and 2025 was retrieved from the Scopus database using structured keywords related to TB prevention, health literacy, health promotion, and digital health. Of 417 identified records, 49 studies met the inclusion criteria after screening and eligibility assessment. Data extraction was performed using a structured matrix, and thematic synthesis was applied. Study quality was assessed using the Mixed-Methods Appraisal Tool, while the CIMO framework guided analytical interpretation. Results: Health literacy consistently emerged as a significant predictor of preventive behaviors, with 34% of studies focusing on behavior relationships, 32% on determinants, and 28% on interventions. Community-based health promotion interventions improved self-efficacy, awareness, and health-seeking behavior, though long-term sustainability remained insufficiently evaluated. Digital health interventions, including mHealth and eHealth platforms, enhanced awareness and adherence but were constrained by inequitable access and digital divides. Structural and cultural determinants, such as poverty, stigma, and migration, significantly influenced TB prevention outcomes; however, these factors were rarely integrated into intervention models. The CIMO synthesis highlighted that context-specific mechanisms, including trust, social support, and stigma reduction, mediated improvements in preventive behaviors and adherence. Conclusion: This systematic review provides an integrative perspective linking health literacy, health promotion, digital health, and socio-structural determinants in TB prevention. The EHPCF offers a multidimensional competency-based framework, while the CIMO approach enhances understanding of intervention mechanisms across contexts. Future research should prioritize longitudinal and mixed-methods designs, address digital inequities, and validate integrative frameworks to support sustainable TB prevention strategies.

Indexed as

behavioral determinantsdigital healthecosystemic frameworkhealth literacyhealth promotionpublic health interventionssystematic reviewtuberculosis prevention

Identifiers

PMID42344318
PMCPMC13290329

What OpenQuestion holds

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LicenceCC BY
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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.