Key result
Scoping review identifies 58 non-invasive, primarily questionnaire-based screening tools for early T2D risk detection.
This scoping review maps 58 non-invasive screening tools for early identification of adults at high risk of type 2 diabetes, highlighting their potential for integration into public health and digital platforms.
Background/Objectives: Global estimates suggest that approximately 43% of individuals living with diabetes remain undiagnosed, underscoring the need for early identification of adults at high risk of type 2 diabetes mellitus (T2DM) to support timely preventive interventions. This scoping review aimed to map and summarize existing non-invasive screening tools for identifying adults at high risk of T2DM. Methods: PubMed (MEDLINE), Web of Science, ScienceDirect, and Scopus were searched in accordance with the PRISMA extension for Scoping Reviews (PRISMA-ScR). Studies published between 1995 and 2026 that described screening tools for adult populations were included. Results: A total of 58 studies describing screening tools were identified. The tools were developed and applied across diverse populations and ethnic groups. Most were questionnaire-based, easy to administer, and low cost. Commonly included variables comprised demographic characteristics, anthropometric measures, lifestyle factors, and clinical indicators associated with increased T2DM risk. Substantial heterogeneity was observed in tool structure and reported predictive components. Conclusions: This scoping review provides an overview of available screening tools for the early identification of adults at high risk of T2DM. The mapped evidence may inform future validation studies and support context-specific implementation in public health and clinical practice settings, including integration into digital platforms.
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Christakis et al. (2026) conducted a review in Type 2 diabetes mellitus (n=58). Non-invasive screening tools was evaluated on Identification of screening tools. A scoping review identified 58 studies describing non-invasive, mostly questionnaire-based screening tools for early identification of adults at high risk of type 2 diabetes.
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