Evidence map›Paper›PMID 37347529›Full record

ArticleJMIR public health and surveillance2023

Evaluation of Diabetes Care Performance in Cambodia Through the Cascade-of-Care Framework: Cross-Sectional Study.

Vannarath Te, Srean Chhim, Veerle Buffel, Wim Van Damme, Josefien van Olmen, Por Ir, Edwin Wouters

Abstract read
In one paragraph

Article in JMIR public health and surveillance, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

7 authors.

Vannarath TeSchool of Public Health, National Institute of Public Health, Phnom Penh, Cambodia.ORCID 0000-0002-2059-3283
Srean ChhimSchool of Public Health, National Institute of Public Health, Phnom Penh, Cambodia.ORCID 0000-0003-1558-1875
Veerle BuffelCentre for Population, Family & Health, Department of Sociology, University of Antwerp, Antwerp, Belgium.ORCID 0000-0001-6602-9525
Wim Van DammeHealth Policy Unit, Department of Public Health, Institute of Tropical Medicine (Antwerp), Antwerp, Belgium.ORCID 0000-0002-6344-3007
Josefien van OlmenDepartment of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium.ORCID 0000-0001-9724-1887
Por IrSchool of Public Health, National Institute of Public Health, Phnom Penh, Cambodia.ORCID 0000-0003-3493-2749
Edwin WoutersCentre for Population, Family & Health, Department of Sociology, University of Antwerp, Antwerp, Belgium.ORCID 0000-0003-2268-3829

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCambodia has seen an increase in the prevalence of type 2 diabetes (T2D) over the last 10 years. Three main care initiatives for T2D are being scaled up in the public health care system across the country: hospital-based care, health center-based care, and community-based care. To date, no empirical study has systematically assessed the performance of these care initiatives across the T2D care continuum in Cambodia.

objectiveThis study aimed to assess the performance of the 3 care initiatives-individually or in coexistence-and determine the factors associated with the failure to diagnose T2D in Cambodia.

methodsWe used a cascade-of-care framework to assess the T2D care continuum. The cascades were generated using primary data from a cross-sectional population-based survey conducted in 2020 with 5072 individuals aged ≥40 years. The survey was conducted in 5 operational districts (ODs) selected based on the availability of the care initiatives. Multiple logistic regression analysis was used to identify the factors associated with the failure to diagnose T2D. The significance level of P<.05 was used as a cutoff point.

resultsOf the 5072 individuals, 560 (11.04%) met the definition of a T2D diagnosis (fasting blood glucose level ≥126 mg/dL and glycated hemoglobin level ≥6.5%). Using the 560 individuals as the fixed denominator, the cascade displayed substantial drops at the testing and control stages. Only 63% (353/560) of the participants had ever tested their blood glucose level in the last 3 years, and only 10.7% (60/560) achieved blood glucose level control with the cutoff point of glycated hemoglobin level <8%. The OD hosting the coexistence of care displayed the worst cascade across all bars, whereas the OD with hospital-based care had the best cascade among the 5 ODs. Being aged 40 to 49 years, male, and in the poorest category of the wealth quintile were factors associated with the undiagnosed status.

conclusionsThe unmet needs for T2D care in Cambodia were large, particularly in the testing and control stages, indicating the need to substantially improve early detection and management of T2D in the country. Rapid scale-up of T2D care components at public health facilities to increase the chances of the population with T2D of being tested, diagnosed, retained in care, and treated, as well as of achieving blood glucose level control, is vital in the health system. Specific population groups susceptible to being undiagnosed should be especially targeted for screening through active community outreach activities. Future research should incorporate digital health interventions to evaluate the effectiveness of the T2D care initiatives longitudinally with more diverse population groups from various settings based on routine data vital for integrated care.

trial registrationInternational Standard Randomized Controlled Trials Number (ISRCTN) ISRCTN41932064; https://www.isrctn.com/ISRCTN41932064. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/36747.

Indexed as

Diabetes Mellitus, Type 2Blood GlucoseCambodiaCross-Sectional StudiesGlycated HemoglobinHumansMaleBlood GlucoseGlycated Hemoglobincare continuumcascade of carediabetesimplementation researchmobile phonepopulation-based survey

Identifiers

PMID37347529
PMCPMC10337437

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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.