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. 2025;21(8):e260424229413.
doi: 10.2174/0115733998288125240402052930.

A Scoping Review of GIS Mapping of Type 1 Diabetes in Children: Identifying Current Gaps and Future Research Directions Using PRISMA-ScR

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A Scoping Review of GIS Mapping of Type 1 Diabetes in Children: Identifying Current Gaps and Future Research Directions Using PRISMA-ScR

Demi Miriam et al. Curr Diabetes Rev. 2025.

Abstract

Background: Type 1 Diabetes poses a significant public health threat, especially in low-and-middle countries, where resources are limited. The use of geographical information systems in diabetes research has shown the potential to reveal several epidemiological risk factors.

Aims: This scoping review aimed to identify the scope and extent of the current literature and explore its limitations on the geographical mapping of children with type 1 diabetes.

Methods: A scoping review was conducted using five electronic databases and included studies published between the years 2000 and 2023. The search terms included: "Type 1 Diabetes Mellitus", "GIS mapping", "Juvenile Onset Diabetes Mellitus", "Spatial Epidemiology", "Spatial Clustering", "Spatial analysis", and "Geographic information system". Relevant full-text articles that met the inclusion criteria were selected for review.

Results: The search identified 17 studies that met the criteria for inclusion in the review. More than half the studies were conducted before 2015 (n=11; 61%). All studies were conducted in High-Income Countries. More than 10 articles studied environmental factors, 3 of them focused on the environment, 6 of them included sociodemographic factors, and 1 study incorporated nutrition (as a variable) in environmental factors. 2 studies focused on the accessibility of health services by pediatric patients.

Conclusion: Studies on type 1 diabetes highlight the complex relationship between incidence and risk, suggesting comprehensive prevention and treatment. Geographical mapping has potential in low- and middle-income nations, but further research is needed to develop innovative strategies. The importance of geomappping in understanding the risk factors for Type 1 Diabetes is highlighted in this scoping review, which also suggests a possible direction for focused interventions, particularly in settings with low resources.

Keywords: GIS; LMICs.; PRISMA-ScR; Type 1 diabetes; spatial clustering; spatial epidemiology.

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References

    1. Centers for disease control and prevention. what is type 1 diabetes? centers for disease control and prevention Available from: https://www.cdc.gov/diabetes/basics/what-is-type-1-diabetes.html2021
    1. National institute of diabetes and digestive and kidney diseases. symptoms and causes of diabetes | niddk. national institute of diabetes and digestive and kidney diseases Available from: https://www.niddk.nih.gov/health-information/diabetes/overview/symptoms-...
    1. Ogle G D.; Wang F.; Gregory G A.; Maniam J.; Type 1 diabetes estimates in children and adults 2022
    1. Beran D.; Lazo-Porras M.; Mba C.M.; Mbanya J.C.; A global perspective on the issue of access to insulin. Diabetologia 2021,64(5),954-962 - DOI - PubMed
    1. Australian Institute of Health and Welfare Diabetes and disability: impairments, activity limitations, participation restrictions and comorbidities 2013

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