Global Burden of Disease Study 2017 (GBD 2017) - Sustainable Development Goals 1

SDG Index

• Projections
• Extraction and publication prep and index construction

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Adolescent Fertility

• Split SBH Data Using First Loop
• Split to Single Year ASFR
• Fit 10-14 zand 50-54 age groups using 15-49 model
• Data Processing and Bias Adjustment
• ST-GPR for 15-49
• Run SDG indicator compilation code.

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Air Pollution Mortality

• Compile intermediate results from GBD. See risk factor code for ambient air pollution and household air pollution.
• Run SDG indicator compilation code.

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Alcohol Use

• Compile intermediate results from GBD. See risk factor code for alcohol use.
• Run SDG indicator compilation code.

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Antenatal Care Coverage

• ST-GPR
• Age splitting
• Bias adjustment of administrative data
• Divide standard estimates of ANC4 by ANC1
• Multiply ANC4\ANC1 coverage ratio by ANC1 estimates

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Antiretroviral Therapy (ART) Coverage for People Living with HIV

• Project HIV and ART coverage
• Run SDG indicator compilation code.

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Child Overweight

• Compile intermediate results from GBD. See risk factor code for child overweight.
• Run SDG indicator compilation code.

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Child Sex Abuse

• DisMod-MR 2.1

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Child Stunting

• Compile intermediate results from GBD. See risk factor code for child stunting.
• Run SDG indicator compilation code.

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Child Wasting

• Compile intermediate results from GBD. See nonfatal code for child wasting.
• Run SDG indicator compilation code.

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Conflict Mortality

• Compile intermediate results from GBD. See cause-specific mortality code for fatal discontinuities (military operations and terrorism component).
• Run SDG indicator compilation code.

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Death Registration

• Run SDG indicator compilation code.
• Compile intermediate results from GBD.

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Disaster Mortality

• Compile intermediate results from GBD. See cause-specific mortality code for fatal discontinuities (exposure to forces of nature component).
• Run SDG indicator compilation code.

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Hepatitis B Incidence

• Compile intermediate results from GBD. See nonfatal code for hepatitis B.
• Run SDG indicator compilation code.

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HIV Incidence

• Compile intermediate results from GBD. See nonfatal code for HIV.
• Run SDG indicator compilation code.

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Homicide

• Run SDG indicator compilation code.
• Compile intermediate results from GBD. See cause-specific mortality code for interpersonal violence. (causes of death/ injuries)

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Household Air Pollution

• Compile intermediate results from GBD. See risk factor code for household air pollution.
• Run SDG indicator compilation code.

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HRH

• ST-GPR
• Extract microdata and verify ISCO coding when relevant
• Map cadres onto occupation microdata
• Prepare employment envelope
• Split 3-digit ISCO data using intermediate model results
• Squeeze final estimates to total HRH envelope and to employment envelope

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Hygiene

• Compile intermediate results from GBD. See risk factor code for no access to handwashing facility.
• Run SDG indicator compilation code.

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Immunization Coverage

• ST-GPR
• Age splitting
• Bias adjustment of administrative data
• Geometric mean of DPT3, polio, and measles draws
• Run SDG indicator compilation code.

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In-facility Delivery Rate

• ST-GPR
• Age splitting
• Bias adjustment of administrative data

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Int Partner Viol

• DisMod-MR 2.1

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Malaria Incidence

• Run SDG indicator compilation code.
• Compile intermediate results from GBD. See nonfatal code for malaria.

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Maternal Mortality

• Run SDG indicator compilation code.
• Compile intermediate results from GBD. See cause-specific mortality code for maternal mortality ratio.

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Mean PM2.5

• Compile intermediate results from GBD. See risk factor code for mean PM2.5.
• Run SDG indicator compilation code.

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Met Need for Family Planning with Modern Methods

• ST-GPR
• Extract modern contraceptive prevalence and met need from microdata
• Counterfactual survey re-extraction
• Add report data
• Crosswalks and predictions
• Run SDG indicator compilation code.

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Neonatal Mortality

• Compile intermediate results from GBD. See all-cause mortality code for neonatal mortality rate.
• Run SDG indicator compilation code.

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Non-Int Partner Sex Viol

• Crosswalk lifetime data to 12-month exposure data
• DisMod-MR 2.1

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NTD Prevalence

• Compile intermediate results from GBD. See nonfatal code for human African trypanosomiasis, chagas disease, cystic echinococcosis, cysticercosis, dengue, food-borne trematodiases, guinea worm, intestinal nematode infections, leishmaniasis, leprosy, lymphatic filariasis, onchocerciasis, rabies, schistosomiasis, trachoma.
• Run SDG indicator compilation code.

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Occupational Burden

• Compile intermediate results from GBD. See risk factor code for occupational risks.
• Run SDG indicator compilation code.

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Physical Violence

• DisMod-MR 2.1

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Poisons Mortality

• Run SDG indicator compilation code.
• Compile intermediate results from GBD. See cause-specific mortality code for unintentional poisonings. (causes of death/ injuries)

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Premature NCD Mortality

• Run SDG indicator compilation code.
• Compile intermediate results from GBD. See cause-specific mortality code for cardiovascular disease, chronic respiratory disease, cancer, and diabetes.

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Road Injuries Mortality

• Run SDG indicator compilation code.
• Compile intermediate results from GBD. See cause-specific mortality code for road injuries (causes of death/ injuries)

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Sanitation

• Compile intermediate results from GBD. See risk factor code for unsafe sanitation.
• Run SDG indicator compilation code.

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Sexual Violence

• DisMod-MR 2.1

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