The T1D Index: Implications of Initial Results, Data Limitations, and Future Development.
Graham David OgleGabriel A GregoryFei WangThomas Ig RobinsonJayanthi ManiamDianna J MaglianoTrevor John OrchardPublished in: Current diabetes reports (2023)
Global prevalence was estimated at 8.4 million in 2021, with 1.5 million <20 years (y). T1D prevalence varied from 1.5 to 534 per 100,000, with T1D accounting for <0.1-17.8% of all diabetes in different countries. A total of 35,000 young people <25 y are estimated to have died at clinical onset of T1D from non-diagnosis. An estimated 435,000 people <25 y were receiving "minimal care." Health-adjusted life years (HALYs) lost for individuals diagnosed with T1D at age 10 y in 2021 ranged from 14 to 55 y. These results show that interventions to reduce deaths from non-diagnosis, and improve access to at least an intermediate care level, are needed to reduce projected life years lost. The results have significant uncertainties due to incomplete data across the required inputs. Obtaining recent incidence, prevalence, and mortality data, as well as addressing data quality issues, misdiagnoses, and the lack of adult data, is essential for maintaining and improving accuracy. The index will be updated regularly as new data become available.
Keyphrases
- electronic health record
- risk factors
- healthcare
- big data
- palliative care
- cardiovascular disease
- public health
- quality improvement
- mental health
- data analysis
- metabolic syndrome
- pain management
- coronary artery disease
- cardiovascular events
- artificial intelligence
- skeletal muscle
- social media
- current status
- health information
- affordable care act
- health insurance