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Population Heterogeneity of Diabetes in Indigenous Peoples of the Americas: A Systematic Scoping Review of Existing Literature

2025· preprint· en· W7117237474 on OpenAlexaboutno aff
Alberto Barcelo, Roy Wong‐McClure, Felicia Cañete, Ethel Santacruz, Noelia Cañete, Arise Garcia-Galil

Bibliographic record

VenuePreprints.org · 2025
Typepreprint
Languageen
FieldHealth Professions
TopicIndigenous Health and Education
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousDiabetes mellitusPopulationPublic healthEpidemiologyScopusEthnic group

Abstract

fetched live from OpenAlex

Background: Diabetes is a growing public health concern worldwide, with an estimated 537 million people affected in 2021. This number is projected to increase by 46% over the next 25 years. In the Americas, the prevalence of diabetes is expected to rise from 84 million in 2021 to 112 million by 2045. Indigenous populations may face unique risk factors, yet there is limited consolidated data on diabetes prevalence within these communities. This systematic review examines the prevalence of diabetes among Indigenous populations in the Americas. Methods: Following PRISMA-ScR guidelines, a systematic search was conducted in Scopus and PubMed. Studies were included if they reported population-based surveys on diabetes prevalence among Indigenous and mestizo adults in the Americas. Data extraction focused on study location, population characteristics, diagnostic criteria, and reported prevalence. Results: A total of 60 documents, representing 73 studies, met the inclusion criteria and covered 45,503 individuals from 16 countries between 1975 and 2025. Mexico contributed the largest number of studies (17), followed by the United States (15), Brazil (10), Canada (7), Chile (6), and Guatemala (5). Most participants were from North America (29,093), followed by Central America (8,144) and South America (6,911). No eligible reports were identified from Caribbean nations, Peru, or Guyana. In total, 111 Indigenous groups were represented. The most frequently used diagnostic method was fasting blood glucose (FBG), applied in 50 studies (75%), followed by the oral glucose tolerance test (OGTT) in 41 studies (61%). The combined prevalence of diabetes among Indigenous and mestizo populations was 12% overall (17% among women and 14% among men). Mean diabetes prevalence was highest in North America (17%), followed by Central America (8.9%) and South America (4.9%). Notably, five studies—from Brazil, Chile, Colombia, Mexico, and Paraguay—reported no cases of diabetes. Conclusions: The prevalence of diabetes among Indigenous populations in the Americas is highly heterogeneous, with considerably higher rates reported in North America compared with Central and South America. Although genetic predisposition may play an important role, environmental and lifestyle factors likely contribute substantially to these differences. The decline in published studies in recent years suggests a reduction in research focus on this topic. Further investigation into modifiable risk factors—such as diet, physical activity, and socioeconomic conditions—is essential to better understand the epidemiology of diabetes, clarify how these determinants interact, and support the development of targeted interventions to reduce risk and address health disparities among Indigenous populations across the region. Keywords: Diabetes, Indigenous populations, Americas, epidemiology, public health, prevalence, systematic review.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.140
Threshold uncertainty score0.878

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.201
GPT teacher head0.496
Teacher spread0.295 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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