Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017
Abstract
progress. To meet this need, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2016 estimated
global, regional, national, and, for selected locations, subnational cause-specific mortality beginning in the year
1980. Here we report an update to that study, making use of newly available data and improved methods. GBD 2017
provides a comprehensive assessment of cause-specific mortality for 282 causes in 195 countries and territories from
1980 to 2017.
Methods The causes of death database is composed of vital registration (VR), verbal autopsy (VA), registry, survey,
police, and surveillance data. GBD 2017 added ten VA studies, 127 country-years of VR data, 502 cancer-registry
country-years, and an additional surveillance country-year. Expansions of the GBD cause of death hierarchy resulted
in 18 additional causes estimated for GBD 2017. Newly available data led to subnational estimates for five additional
countries—Ethiopia, Iran, New Zealand, Norway, and Russia. Deaths assigned International Classification of Diseases
(ICD) codes for non-specific, implausible, or intermediate causes of death were reassigned to underlying causes by
redistribution algorithms that were incorporated into uncertainty estimation. We used statistical modelling tools
developed for GBD, including the Cause of Death Ensemble model (CODEm), to generate cause fractions and causespecific
death rates for each location, year, age, and sex. Instead of using UN estimates as in previous versions,
GBD 2017 independently estimated population size and fertility rate for all locations. Years of life lost (YLLs) were
then calculated as the sum of each death multiplied by the standard life expectancy at each age. All rates reported here
are age-standardised.
Findings At the broadest grouping of causes of death (Level 1), non-communicable diseases (NCDs) comprised the
greatest fraction of deaths, contributing to 73·4% (95% uncertainty interval [UI] 72·5–74·1) of total deaths in
2017, while communicable, maternal, neonatal, and nutritional (CMNN) causes accounted for 18·6% (17·9–19·6),
and injuries 8·0% (7·7–8·2). Total numbers of deaths from NCD causes increased from 2007 to 2017 by 22·7%
(21·5–23·9), representing an additional 7·61 million (7·20–8·01) deaths estimated in 2017 versus 2007. The death
rate from NCDs decreased globally by 7·9% (7·0–8·8). The number of deaths for CMNN causes decreased by
22·2% (20·0–24·0) and the death rate by 31·8% (30·1–33·3). Total deaths from injuries increased by 2·3%
(0·5–4·0) between 2007 and 2017, and the death rate from injuries decreased by 13·7% (12·2–15·1) to
57·9 deaths (55·9–59·2) per 100 000 in 2017. Deaths from substance use disorders also increased, rising from
284 000 deaths (268 000–289 000) globally in 2007 to 352 000 (334 000–363 000) in 2017. Between 2007 and 2017,
total deaths from conflict and terrorism increased by 118·0% (88·8–148·6). A greater reduction in total deaths and
death rates was observed for some CMNN causes among children younger than 5 years than for older adults,
such as a 36·4% (32·2–40·6) reduction in deaths from lower respiratory infections for children younger than
5 years compared with a 33·6% (31·2–36·1) increase in adults older than 70 years. Globally, the number of
deaths was greater for men than for women at most ages in 2017, except at ages older than 85 years. Trends in
global YLLs reflect an epidemiological transition, with decreases in total YLLs from enteric infections, respiratory
infections and tuberculosis, and maternal and neonatal disorders between 1990 and 2017; these were generally
greater in magnitude at the lowest levels of the Socio-demographic Index (SDI). At the same time, there
were large increases in YLLs from neoplasms and cardiovascular diseases. YLL rates decreased across
the five leading Level 2 causes in all SDI quintiles. The leading causes of YLLs in 1990—neonatal disorders,
lower respiratory infections, and diarrhoeal diseases—were ranked second, fourth, and fifth, in 2017. Meanwhile,
estimated YLLs increased for ischaemic heart disease (ranked first in 2017) and stroke (ranked third), even
though YLL rates decreased. Population growth contributed to increased total deaths across the 20 leading
Level 2 causes of mortality between 2007 and 2017. Decreases in the cause-specific mortality rate reduced the effect
of population growth for all but three causes: substance use disorders, neurological disorders, and skin and
subcutaneous diseases.
Interpretation Improvements in global health have been unevenly distributed among populations. Deaths due to
injuries, substance use disorders, armed conflict and terrorism, neoplasms, and cardiovascular disease are expanding
threats to global health. For causes of death such as lower respiratory and enteric infections, more rapid progress
occurred for children than for the oldest adults, and there is continuing disparity in mortality rates by sex across age
groups. Reductions in the death rate of some common diseases are themselves slowing or have ceased, primarily for
NCDs, and the death rate for selected causes has increased in the past decade.