Published November 13, 2024 | Version 1.0
Journal article Open

Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants.

Creators

Description

NCD Risk Factor Collaboration (NCD-RisC) Code and Data Sharing
 
This repository contains code and data for generating estimates of diabetes prevalence and treatment coverage amongst adults, in 200 countries and territories from 1990 to 2022, as reported in the publication "Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants." [1].
 
Contents Guide
  • data/ The list of data sources used in the study, together with input data used in the model from publicly available sources and contact information for other data sources.
  • model/ R code for the Bayesian hierarchical model used to analyse the data to estimate diabetes prevalence and treatment coverage by country, year, and age for adults. See methods section and online appendix of publication [1] for details of the statistical methods. These codes were tested in R version 4.3.1, and details of the R environment used for modelling can be found here: https://hub.docker.com/r/ncdrisc/ncdrisc_hpc_docker/tags?name=0.2
  • utils/ Essential covariate files.
Contact

Other Materials

  • Most users will prefer to access and use the complete NCD-RisC estimates of diabetes prevalence and treatment coverage, which are available here: www.ncdrisc.org/data-downloads.html.

Acknowledgements

  • Population data used in this analysis were obtained from the 2024 revision to the United Nations' World Population Prospects [2].
  • Data on percent national population living in urban areas were obtained from the 2018 revision to the United Nations' World Urbanization Prospects [3].

References

  1. NCD Risk Factor Collaboration (NCD-RisC). Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants. Lancet. 2024.
  2. United Nations, Department of Economic and Social Affairs, Population Division (2024). World Population Prospects 2024, Online Edition.
  3. United Nations, Department of Economic and Social Affairs, Population Division (2018). World Urbanization Prospects: The 2018 Revision, Online Edition.

Files

2024-NCD-RisC-diabetes-1.0.zip

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Additional details

Funding

Worldwide phenotypes and transitions in obesity-related multimorbidity MR/V034057/1
UK Research and Innovation
Research England Policy Support Fund N/A
UK Research and Innovation
Global Variation and Trends in the Cascade of Diabetes Preventive Care Services, from Diagnosis to Control N/A
Centers for Disease Control and Prevention