SynthesisBMC health services research2022
The effectiveness of ethno-specific and mainstream health services: an evidence gap map.
Synthesis in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Healthcare Service Utilisation Across Continuum of Care for Type 2 Diabetes Among Culturally and Linguistically Diverse Populations: A Systematic Review.International journal of environmental research and public health · 2025Pooled it
- Availability of Falls Prevention Programmes for Diverse Communities in Greater Sydney: A Gap Analysis.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026Article
- Crossing Borders: SRH Challenges Among Immigrant and Minority Adolescents.International journal of environmental research and public health · 2025Review
- Barriers and enablers to accessing child health resources and services: Findings from qualitative interviews with Arabic and Mongolian immigrant mothers in Australia.Women's health (London, England)Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPeople of culturally and linguistically diverse (CALD) background face significant barriers in accessing effective health services in multicultural countries such as the United States, Canada, Europe and Australia. To address these barriers, government and nongovernment organisations globally have taken the approach of creating ethno-specific services, which cater to the specific needs of CALD clients. These services are often complementary to mainstream services, which cater to the general population including CALD communities.
methodsThis systematic review uses the Evidence Gap Map (EGM) approach to map the available evidence on the effectiveness of ethno-specific and mainstream services in the Australian context. We reviewed Scopus, Web of Science and PubMed databases for articles published from 1996 to 2021 that assessed the impact of health services for Australian CALD communities. Two independent reviewers extracted and coded all the documents, and discussed discrepancies until reaching a 100% agreement. The main inclusion criteria were: 1) time (published after 1996); 2) geography (data collected in Australia); 3) document type (presents results of empirical research in a peer-reviewed outlet); 4) scope (assesses the effectiveness of a health service on CALD communities). We identified 97 articles relevant for review.
resultsNinety-six percent of ethno-specific services (i.e. specifically targeting CALD groups) were effective in achieving their aims across various outcomes. Eighteen percent of mainstream services (i.e. targeting the general population) were effective for CALD communities. When disaggregating our sample by outcomes (i.e. access, satisfaction with the service, health and literacy), we found that 50 % of studies looking at mainstream services' impact on CALD communities found that they were effective in achieving health outcomes. The use of sub-optimal methodologies that increase the risk of biased findings is widespread in the research field that we mapped.
conclusionsOur findings provide partial support to the claims of advocacy stakeholders that mainstream services have limitations in the provision of effective health services for CALD communities. Although focusing on the Australian case study, this review highlights an under-researched policy area, proposes a viable methodology to conduct further research on this topic, and points to the need to disaggregate the data by outcome (i.e. access, satisfaction with the service, health and literacy) when assessing the comparative effectiveness of ethno-specific and mainstream services for multicultural communities.
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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.