Childhood Sexual Abuse
- Exposure
- Relative Risks
Dietary Risks
- Meta-analysis of RR
- Estimating Missing Country-Years of FAO & Sales Data (ST-GPR)
- Age Splitting of FAO & Sales Data
- Adjustment to Optimal Assessment Method (Mixed Effects Regression)
- Estimating missing country year data (ST-GPR)
- Age pattern estimation based on metabolic indicators
- Global Age Pattern of Consumption (DisMod)
- TMREL
- SBP-CVD RR by age
- Ensemble Distribution Fitting
- Estimating Mean-SD relationship
- PAF Calculation
Impaired kidney function
High fasting plasma glucose
- Risk factor estimation
- Directly calculated population attributable fractions
Unsafe Sex
- Dismod-MR 2.1
- Adjust three DisMod models to sum to 100% at 1,000 draw level
- Extract proportion of HIV cases attributable to IDU, sex, CSW, and "other"
- age-split data
Unsafe Handwashing
High LDL Cholesterol
- Age-sex splitting
- Calculate PAFs
- BRFSS crosswalk
- LDL crosswalk
- Standard deviation model
- Covariate selection process
- Meta-analysis of relative risks
- ST-GPR
- TMREL
Unsafe Sanitation
- Calculate PAFs
- Meta-analysis of relative risks
- Sanitation estimates generated: improved and sewer connection
- Sanitation categories generated and rescaled to 1
- ST-GPR
Unsafe Drinking Water
- Calculate PAFs
- Prep model of proportion of piped water with fecal contamination
- Household water treatment proportions generated and rescaled
- Water source estimates generated: improved and piped
- Remaining water categories calculated and rescaled to 1
- Meta-analysis of relative risks
- ST-GPR
High systolic blood pressure
- Age-sex splitting
- Calculate PAFs
- BRFSS crosswalk
- Standard deviation model
- Covariate selection process
- Usual blood pressure adjustment
- ST-GPR
- RR
- TMREL
Household Air Pollution from Solid Fuels
- Exposure
- Mapping
- Subtract off estimated ambient PM2.5 exposure by location year
- Run a mixed effects regression to estimate country-, year-specific PM2.5 concentration for females and living areas
- Calculate the ratio of personal exposure to female exposure for both men and children
- Scale female PM2.5 exposure for male and child exposures
- Cataract
- Relative risk
- PAF
Intimate Partner Violence
- Directly calculated population attributable fractions
- Exposure
- Risk Factor Estimation
- Cumulative risk approach of HIV\AIDS due to IPV
- Relative Risks
Physical Inactivity
- 6 Separate Exposure Models (DisMod)
- Ensemble Distribution Fitting
- PAF Calculation
- Convert Frequency, Duration, and Intensity to METs
- Machine Learning GPAQ/IPAQ
- Calculate Proportion of Activity Level
- Scale for consistency
- Predict Mean Total MET-mins/week from Categorical Prevalence
- Mean to Standard Deviation Regression
Iron deficiency
