Interstitial Lung Disease
- Comorbidity correction (COMO)
- Computing excess mortality
- DisMod-MR 2.1
- Inpatient hospital data
- Meta-analysis of mild, moderate, severe
- Severity splits
Interstitial Nephritis
- Centrally applied severity splits
- Age-sex splitting
- Comorbidity correction (COMO)
- Computing excess mortality from available incidence & CSMR data
- Dismod-MR 2.1
Invasive Non-typhoidal Salmonella (iNTS)
Iodine deficiency
- Age sex splitting
- Meta-analysis of % mild, moderate, severe
- Identify studies reporting cretinism & goiter
- Regress logit prevalence of cretinism on logit prevalence of goiter
- Predict cretinism prevalence among children < 5 years using goiter prevalence estimates from DisMod
- Drop countries with <20% goiter prevalence and >90% national household consumption of iodized salt
- Intellectual disability analysis
- Comorbidity correction (COMO)
- DisMod-MR 2.1
- Severity splits
Ischemic Heart Disease
- Claims data code adjustment
- Comorbidity correction (COMO)
- Age sex splitting
- Equation for calculating 30-day survivors
- Excess mortality transformed 30-day case fatality
- Multiply MI:IHD by post-CodCorrect proportion
- Proportion of pre-redistribution, pre-CoDCorrect IHD that is pre-redistribution AMI
- Remove to avoid double-counting
- Disability weights for each sequela
- DisMod-MR 2.1
- Meta-analysis of mild, moderate, severe
- Severity splits
Leprosy
- Comorbidity correction (COMO)
- 6 month duration
- Disfigurement regression
- ODE integration
- Scale disfigurement to WHO WER cases
- Scale to WHO WER cases
- DisMod-MR 2.1
Low back pain
- Comorbidity correction (COMO)
- DisMod-MR 2.1
- Age-sex splitting
- Proportion LBP cases with code for leg pain
- Map SF-12 to GBD disability weights
- Regression to estimate disability weight by cause in survey respondents controlling for comorbidity
- Severity splits
Lower Respiratory Infections
- Adjust for seasonality
- Severity splits
- Calculate PAF using LRI odds given etiology detection
- Adjust PCV vaccine efficacy
- Calculate attributable fraction for Hib
- Calculate attributable fraction for pneumonia among RCT studies and adjusting for hib PAF
- Adjust for vaccine coverage
- Comorbidity correction (COMO)
- Apply etiology-specific cause fractions to morbidity
- DisMod-MR proportion models
- Model incidence & prevalence in DisMod-MR
Lymphatic filariasis
- Comorbidity correction (COMO)
- Population at risk adjustment
- Sequela prevalence function
- Treatment effect
- DisMod-MR 2.1
Macular degeneration
- Comorbidity correction (COMO)
- Crosswalk data points that span multiple vision loss categories
- Split into moderate and severe vision loss
- Squeeze into severity-specific vision loss envelope
- Dismod-MR 2.1
Major depressive disorder
- Age-sex splitting
- Estimated suicide rates attributable to MDD
- Comorbidity correction (COMO)
- Dismod-MR 2.1
- Mapping of EQ5D to SF-12
- Mapping to SF-12 GBD disability weight
- Regression to estimate disability weights by cause in survey respondents controlling for comorbidity
Malaria
- Geospatial ITN coverage model (Africa)
- Geospatial effective treatment rate model (Africa)
- Diagnostic sensitivity model (baseline) (Africa)
- Age-prevalence model (baseline) (Africa)
- Diagnostic sensitivity model (post-baseline) (Africa)
- Age-prevalence model (post-baseline) (Africa)
- Intervention effects model (post-baseline) (Africa)
- PfPR\incidence conversation model (Africa)
- Conversion to prevalence (Africa)
- Short vs. long-term outcomes (Africa)
- National-level treatment-seeking model (outside of Africa)
- Adjustments for treatment seeking % and underreporting % (outside of Africa)
- Masking non-risk areas based on environmental factors (pixel) (outside of Africa)
- PfPR\incidence conversation model (outside of Africa)
- Diagnostic sensitivity model (polygon+point) (outside of Africa)
- Age-prevalence model (polygon+point) (outside of Africa)
- Conversion to prevalence (outside of Africa)
- Short vs. long-term outcomes (outside of Africa)
- Comorbidity correction (COMO) (Africa)
- Comorbidity correction (COMO) (outside of Africa)
- Disability weights
- Disability weights (Africa)
- DisMod-MR 2.1 (Africa)
- DisMod-MR 2.1 (outside of Africa)
- Severity splits
- Severity splits (Africa)
