ArticleBMC health services research2026
Community based interventions for the primary prevention of cardiovascular disease in women living in rural, regional and remote areas: a scoping review.
Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
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Who cites it
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCardiovascular disease (CVD) is the leading cause of death among women worldwide, yet prevention has historically centered on male risk profiles. For women living in rural, regional and remote settings, compared with metro settings, cardiovascular risk is higher because of the intersectionality between gender and geographical determinants such as limited access to timely care. Community-based and primary-care interventions show promise in addressing modifiable risk factors, but consolidated, gender-specific evidence for non-metropolitan contexts remains limited.
objectiveThis scoping review synthesises community-based interventions for primary CVD prevention among rural and regional women, mapping current approaches and gaps to inform future practice and policy toward equitable cardiovascular outcomes.
methodsA scoping review was conducted on both quantitative and qualitative publications in Medline Complete, Embase, CINAHL Complete, APA PsychINFO and AMED databases.
conclusionThis review of community-based interventions for primary CVD prevention in rural, regional and remote women found multicomponent programs (education plus coaching, goal-setting and self-monitoring) delivered in-person and in groups were more effective than single-component approaches. However, most interventions were not gender-specific, rarely co-designed, and seldom included gender-based analyses, reflecting persistent gender bias. Future research should embed co-design initiatives with women living in rural, regional and remote communities to address cardiometabolic risks and rural access barriers. Gender-disaggregated outcomes and implementation measures should also be routinely reported.
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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 Socratic graph.