Global trends in cardiovascular disease - an update from the Global Burden of Disease Study Catherine O. Johnson, PhD MPH Lead Research Scientist, IHME Cardiovascular Group
Global Burden of Disease • Captures all forms of health loss (death, sickness, injury) • Covers all potential diseases, injuries, and impairments • Generates comprehensive and comparable estimates • Facilitates comparisons between different types of health loss
Over 20 years of innovation on GBD 2007: IHME 2018: IHME 1991: GBD 1993: Prelim. 2015: WHO 2016: IHME 1996-7: established and WHO originated results and IHME begins Final to catalyze sign new by the World published in sign MOU; annual results new era of MOU to Bank and World European updates to published GBD strengthen WHO Development BoD Network GBD as innovation GBD efforts Report formed global and uptake public good 1990 2000 2010 Today Publication of updated GBD results
GBD is a global effort 3,641 collaborators 143 countries 2 territories 4
Four “Building Blocks” of Estimation Causes of Death All-cause Mortality “How many people died?” “What do they die from?” YLLs, DALYs, YLDs, HALE Risk Factors Non-Fatal Outcomes “What’s causing this death and sickness?” “What makes people sick?”
Building Blocks : Cause of Death Causes of Death • Estimation of specific causes of death by All-cause Mortality age & sex . • Estimates then fit to all-cause mortality estimates. • Cause list is mutually exclusive and collectively exhaustive. • Important for informing health policy and interventions. YLLs, DALYs, YLDs, HALE Risk Factors Non-Fatal Outcomes
ICD: Cause Map • The cause list is mapped to ICD codes • Each cause is mapped to one or many ICD codes • Many iterations of ICD codes, such as ICD-9, ICD-9 BTL, ICD-10 o Causes mapped to each ICD iteration to capture all possible codes in available data for each cause 7
Redistribution of Garbage Codes
Unspecified Stroke
Heart Failure
Cardiovascular Deaths
Cardiovascular Deaths
Cardiovascular Deaths – 50 to 69 years
Cardiovascular Deaths – 70+ years
Risk Factors
Risk Factors – Systolic Blood Pressure Exposure
Risk Factors – LDL Cholesterol Exposure
Risk Factors - Smoking Exposure
Risk Factors – Fasting Plasma Glucose Exposure
Global Burden of Disease • Results visualization: o https://vizhub.healthdata.org/gbd-compare/ • Results query tool: o http://ghdx.healthdata.org/gbd-results-tool • Input data sources: o http://ghdx.healthdata.org/gbd-2017/data-input-sources
Global Burden of Disease
Global Burden of Disease • Results visualization: o https://vizhub.healthdata.org/gbd-compare/ • Results query tool: o http://ghdx.healthdata.org/gbd-results-tool • Input data sources: o http://ghdx.healthdata.org/gbd-2017/data-input-sources
Thank you
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