Analysis for the development of the GBD 2021 cause of death database
- 01. Standardize Input Data
- 01.1 Disaggregation
- 01.2 State Splitting
- 01.4 Calculate non-maternal deaths
- 02. Map to GBD Cause list
- 02.1 India Urban/Rural splitting
- 02.2 State splitting
- 03. Age-sex splitting
- 03.1 Generate global age-sex weights by cause
- 04. Correction of miscoded causes
- 05. Redistribution
- 05.1 Redistribute HIV-related garbage
- 05.2 Regress garbage codes vs. non-garbage
- 05.3 VA anemia adjustment
- 06. HIV misclassification correction
- 07. Scale strata to province
- 08. Restrictions post-redistribution
- 09. Drop VR country-years or mark as non-representative
- 10. Cause aggregation
- 11. Remove shocks and HIV\AIDS maternal adjustments
- 11.1 Remove HIV\AIDS, shocks from denominator HIV\AIDS in cause list
- 11.2 Remove HIV\AIDS deaths from maternal mortality sources
- 11.3 HIV\AIDS correction of sibling history, census, and survey data
- 11.4 HIV\AIDS correction of other maternal mortality data
- 12. Noise reduction
- 12.1 VR and CR noise reduction
- 12.2 VA noise reduction
Acute Glomerulonephritis
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Acute Hep A
- ICD mapping
- Garbage code redistribution
- Noise reduction
- CODEm
- CoDCorrect
- Age sex splitting
- Standardize input data
Acute Hep B
- ICD mapping
- Garbage code redistribution
- Noise reduction
- CODEm
- CoDCorrect
- Age sex splitting
- Standardize input data
Acute Hep C
- ICD mapping
- Garbage code redistribution
- Noise reduction
- CODEm
- CoDCorrect
- Age sex splitting
- Standardize input data
Acute Hep E
- ICD mapping
- Garbage code redistribution
- Noise reduction
- CODEm
- CoDCorrect
- Age sex splitting
- Standardize input data
Alcohol use disorders
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Alcoholic Cardiomyopathy
- Age sex splitting
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
Alzheimer disease & other dementias
- Relative Risk models by cause (MR-BRT)
- Calculation of PAF of each cause for dementia
- Subtraction of dementia due to other GBD causes
- MR-BRT Sex Ratio Analysis
- Age-pattern analysis
- MR-BRT Bias Correction Analysis for Alternative Case Defintion / Method
- Age-sex splitting
- Dismod-MR 2.1 (model 1)
- MR-BRT attributable risk meta-analysis
- MR-BRT relative risk meta-analysis
- Calculate excess all-cause mortality due to dementia
- Calculate excess end-stage disease proportions in those with dementia
- Calculate excess end-stage disease proportions out of excess dementia deaths
- Calculate total excess dementia deaths with end stage disease markers as deaths due to dementia
- Interpolation to calculate deaths for all years
- CodCorrect
Amphetamine Dependence
- CodCorrect
- CODEm
- Garbage code redistribution
- ICD mapping
- Noise reduction
- Standardize input data
- Age sex splitting
Anorexia nervosa
