The global burden of injury: incidence, mortality, disability-adjusted life years and time trends from the Global Burden of Disease study 2013
Open accessAbstract
Background: The Global Burden of Diseases (GBD), Injuries, and Risk Factors study used the disability-adjusted life year (DALY) to quantify the burden of diseases, injuries, and risk factors. This paper provides an overview of injury estimates from the 2013 update of GBD, with detailed information on incidence, mortality, DALYs and rates of change from 1990 to 2013 for 26 causes of injury, globally, by region and by country. Methods: Injury mortality was estimated using the extensive GBD mortality database, corrections for ill-defined cause of death and the cause of death ensemble modelling tool. Morbidity estimation was based on inpatient and outpatient data sets, 26 cause-of-injury and 47 nature-of-injury categories, and seven follow-up studies with patient-reported long-term outcome measures. Results: In 2013, 973 million (uncertainty interval (UI) 942 to 993) people sustained injuries that warranted some type of healthcare and 4.8 million (UI 4.5 to 5.1) people died from injuries. Between 1990 and 2013 the global age-standardised injury DALY rate decreased by 31% (UI 26% to 35%). The rate of decline in DALY rates was significant for 22 cause-of-injury categories, including all the major injuries. Conclusions: Injuries continue to be an important cause of morbidity and mortality in the developed and developing world. The decline in rates for almost all injuries is so prominent that it warrants a general statement that the world is becoming a safer place to live in. However, the patterns vary widely by cause, age, sex, region and time and there are still large improvements that need to be made.
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TL;DR
In 2013, an estimated 973 million people sustained injuries warranting healthcare and 4.8 million died from injuries, while the global age-standardised injury DALY rate fell by 31% between 1990 and 2013. The decline was significant for 22 of 26 cause-of-injury categories, but patterns varied widely by cause, age, sex, region, and time.
Key findings
- In 2013, 973 million (UI 942 to 993) people had injuries warranting some healthcare and 4.8 million (UI 4.5 to 5.1) died from injuries. Major causes of injury death were road injury (29.1%), self-harm (17.6%), falls (11.6%), and interpersonal violence (8.5%).
- Injuries accounted for 10.1% (UI 9.5 to 10.8) of the global burden of disease; YLLs made up 85.2% (UI 81.2 to 88.7) of injury DALYs. Main DALY contributors were road injuries (29.3%), self-harm (14.0%), falls (12.0%), drowning (8.7%), and interpersonal violence (8.4%).
- Global age-standardised injury DALY rates declined by 30.9% (UI 26.1 to 34.7) from 1990 to 2013, an annualised decline of 1.6%. YLD rates fell by 37.0%, YLL rates by 29.6%, and incidence rates by 19.5%.
- Regional changes varied: Andean Latin America had a 54.8% decline in injury DALY rates, while Oceania had a non-significant 6.4% increase. Road injury DALY rates fell 15.7% globally, with large declines in high-income Asia Pacific (−66.9%) and western Europe (−61.1%), but non-significant increases in South Asia (6.5%), West sub-Saharan Africa (13.1%), and South sub-Saharan Africa (35.2%).
Methods
- GBD 2013 estimated injury mortality using the GBD mortality database, corrections for ill-defined cause of death, and the cause of death ensemble modelling (CODEm) tool. Morbidity estimation used inpatient and outpatient datasets, 26 cause-of-injury and 47 nature-of-injury categories, and seven follow-up studies with patient-reported long-term outcome measures.
- DALYs were calculated as YLLs plus YLDs; YLLs multiplied deaths by remaining life expectancy, and YLDs multiplied prevalent cases by disability weights. Incidence was estimated with DisMod-MR 2.0, cause-nature-of-injury matrices were applied, short- and long-term disability were modelled, uncertainty was propagated through 1000 draws, and rates were age-standardised to the GBD 2013 standard population.
- Data sources included vital registration, verbal autopsy, mortality surveillance, censuses, surveys, hospitals, police records, and mortuaries; police and crime reports were uniquely used for road injury, self-harm, and interpersonal violence deaths.
Limitations
- The paper states that vital registration coverage is low or absent in large parts of the world, requiring model-based prediction from covariates and verbal autopsy; police records tend to underestimate deaths; estimates for sparse data are less precise; and 95% UIs may not capture all uncertainty.
- The paper states that probabilities of long-term health loss relied on follow-up studies from only China, the Netherlands, and the USA; rare nature-of-injury codes had limited cases; different injury classifications and patient-reported outcome measures required mapping, adding uncertainty and potential bias; and some outpatient cases may have been misclassified.
- The paper states that short-term duration estimates were based on a limited sample from the Netherlands only and may be affected by recall bias, while untreated-injury durations relied on expert opinion; the health-system access proxy mainly reflects maternal and child health indicators and may not reflect trauma services. The text also makes evident that DisMod-MR’s steady-state assumption may be inaccurate if incidence or mortality trends are large, and that hospital data inclusion allowed a low bar of at least 45% cause-of-injury coding, which may not be representative.
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Claims the paper makes
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- Findingnone given
Fire injuries and drowning are sizeable causes in sub-Saharan Africa, eastern Europe and South Asia.
“Fire injuries and drowning are sizeable causes in sub-Saharan Africa, eastern Europe and South Asia.”
Quote in the paperNot a substantial claim - Findingown data
In 2013, 973 million (UI 942 to 993) people sustained injuries that warranted some type of healthcare.
“In 2013, 973 million (uncertainty interval (UI) 942 to 993) people sustained injuries that warranted some type of healthcare and 4.8 million (UI 4.5 to 5.1) people died from injuries.”
- Also stated in: § Incidence, mortality and burden of disease of injuries in 2013 · hedged
“In 2013, we estimated that 973 million (uncertainty interval (UI) 942 to 993) people sustained injuries that warranted some type of healthcare and 4.8 million (UI 4.5 to 5.1) people died from injuries.”
Quote in the paperNot a substantial claim - Also stated in: § Incidence, mortality and burden of disease of injuries in 2013 · hedged
- Findingnone given
Falls are the dominant cause of injury DALY rates in the elderly.
“Falls are the dominant cause of injury DALY rates in the elderly.”
Quote in the paperNot a substantial claim - Findingown data
East Asia had a decline in drowning DALY rates of 71.0% (UI −75.2 to −29.4).
“The greatest declines in drowning DALY rates occurred in East Asia (−71.0%; UI −75.2 to −29.4) and southern sub-Saharan Africa (−62.3%; UI −73.2 to −26.4).”
Quote in the paperNot a substantial claim - Findingown data
Among high-income regions, western Europe and Australasia showed the largest declines in injury DALY rates.
“Among high-income regions, western Europe and Australasia showed the largest declines.”
Quote in the paperNot a substantial claim
- Findingown data
East Asia, North Africa and the Middle East, Central Europe and Southeast Asia ranked second to fifth in terms of largest decrease in injury DALY rates.
“East Asia, North Africa and the Middle East, Central Europe and Southeast Asia ranked second to fifth in terms of largest decrease in injury DALY rates.”
Quote in the paperNot a substantial claim - Findingown data
Of those who warranted inpatient care, 38.5% (21.7 million; UI 21.3 to 22.0) sustained fractures.
“Of the people who sustained injuries that warranted some type of healthcare, 5.8% (56.2 million; UI 55.6 to 57.3) warranted inpatient care, of whom 38.5% (21.7 million; UI 21.3 to 22.0) sustained fractures (see online supplementary annex table 5.1).”
Quote in the paperNot a substantial claim - Findingown data
The distribution of nature-of-injury YLDs by cause-of-injury category differs by sex, age category, inpatient versus outpatient care, and high/low income countries.
“The distribution of nature-of-injury YLDs by cause-of-injury category also differs by sex, age category, injuries warranting inpatient versus outpatient care and high/low income countries.”
Quote in the paperNot a substantial claim - Findingown data
Between 1990 and 2013, the global burden of disease due to falls decreased by 20.8% (UI −32.6 to −13.5).
“Over the period 1990 to 2013 the burden of disease due to falls decreased −20.8% (UI −32.6 to −13.5).”
Quote in the paperNot a substantial claim - Findingown data
The decrease in falls DALY rates was significant in 13 of 21 GBD world regions.
“The decrease was significant in 13 out of 21 GBD world regions.”
Quote in the paperNot a substantial claim - Findingown data
Patterns of injury burden vary widely by cause, age, sex, region and time.
“However, the patterns vary widely by cause, age, sex, region and time and there are still large improvements that need to be made.”
- Also stated in: § Incidence, mortality and burden of disease of injuries in 2013 · plain
“The contribution of cause-of-injury category DALY rates to the total injury DALY rates differ by year, age category, sex and region.”
Quote in the paperSubstantial claim - Also stated in: § Incidence, mortality and burden of disease of injuries in 2013 · plain
- Findingown data
Southern sub-Saharan Africa had a decline in drowning DALY rates of 62.3% (UI −73.2 to −26.4).
“The greatest declines in drowning DALY rates occurred in East Asia (−71.0%; UI −75.2 to −29.4) and southern sub-Saharan Africa (−62.3%; UI −73.2 to −26.4).”
Quote in the paperNot a substantial claim - Findingown data
YLLs were responsible for 85.2% (UI 81.2 to 88.7) of injury DALYs.
“YLLs were responsible for 85.2% (UI 81.2 to 88.7) of injury DALYs.”
Quote in the paperNot a substantial claim - Findingown data
Injuries accounted for 10.1% (UI 9.5 to 10.8) of the global burden of disease in 2013.
“Injuries accounted for 10.1% (UI 9.5 to 10.8) of the global burden of disease in 2013.”
Quote in the paperNot a substantial claim - Findingown data
In 2013, fracture of patella, tibia, fibula or ankle (26.6%; UI 26.0 to 27.1) and multiple significant injuries (11.1%; UI 10.8 to 11.4) contributed most to the global YLDs of injuries.
“With regards to YLDs, the disability component of the DALY, in 2013, nature-of-injury categories fracture of patella, tibia, fibula or ankle (26.6%; UI 26.0 to 27.1) and multiple significant injuries (11.1%; UI 10.8 to 11.4) contributed most to the global YLDs of injuries.”
Quote in the paperNot a substantial claim - Findingown data
The road injury DALY rate is 9.7 times higher in boys and 9.1 times higher in girls in central sub-Saharan Africa compared with high-income Asia Pacific.
“The DALY rate for road injuries is 9.7 times higher in boys and 9.1 times higher in girls in central sub-Saharan Africa compared with high-income Asia Pacific.”
Quote in the paperNot a substantial claim - Findingown data
In younger adults aged 15 to 49 years, DALY rates in men vary from 2651 per 100 000 (UI 2427 to 2904) in western Europe to 10 780 (UI 10 157 to 11 390) in eastern Europe.
“In younger adults aged 15 years to 49 years, DALY rates in men vary from a low of 2651 per 100 000 population (UI 2427 to 2904) in western Europe to a high of 10 780 (UI 10 157 to 11 390) in eastern Europe.”
Quote in the paperNot a substantial claim - Findingown data
Of people who sustained injuries that warranted some type of healthcare, 5.8% (56.2 million; UI 55.6 to 57.3) warranted inpatient care.
“Of the people who sustained injuries that warranted some type of healthcare, 5.8% (56.2 million; UI 55.6 to 57.3) warranted inpatient care, of whom 38.5% (21.7 million; UI 21.3 to 22.0) sustained fractures (see online supplementary annex table 5.1).”
Quote in the paperNot a substantial claim - Findingown data
The change in falls DALY rates in the other eight GBD world regions was not significant.
“The change in DALY rates due to falls in the other eight regions was not significant (figure 8).”
Quote in the paperNot a substantial claim - Findingown data
The rate of incidence of all injuries declined by 19.5% (UI −14.7 to −23.9) over 1990-2013.
“The rate of incidence of all injuries declined at a slower pace of −19.5% (UI −14.7 to −23.9) over the same period.”
Quote in the paperNot a substantial claim - Findingnone given
The change in incidence rates for all causes of injury has been smaller than the change in YLD or YLL rates.
“The change in incidence rates for all causes of injury has been smaller than the change in YLD or YLL rates.”
Quote in the paperNot a substantial claim - Findingown data
Globally, drowning DALY rates declined by 52.2% (UI −59.1 to −12.1) between 1990 and 2013.
“Drowning showed a pronounced decline globally by −52.2% (UI −59.1 to −12.1).”
Quote in the paperNot a substantial claim - Findingown data
The decline in injury DALY rates was significant for all unintentional injuries, with the exception of the smaller categories of unintentional suffocation, adverse effects of medical treatment, non-venomous animal contact and foreign body in other body part.
“The decline in injury DALY rates was significant for all unintentional injuries, with the exception of the smaller categories of unintentional suffocation, adverse effects of medical treatment, non-venomous animal contact and foreign body in other body part.”
Quote in the paperNot a substantial claim - Findingown data
Over 1990 to 2013 global road injury DALY rates decreased by 15.7% (UI −23.2 to −10.4).
“Over the period 1990 to 2013 global road injury DALY rates decreased by 15.7% (UI −23.2 to −10.4).”
Quote in the paperNot a substantial claim - Findingown data
Eastern Europe and Central Asia have particularly high rates of drowning and self-harm.
“Eastern Europe and Central Asia have particularly high rates of drowning and self-harm (figure 3).”
Quote in the paperNot a substantial claim - Findingown data
Of patients who warranted outpatient care, 75.2% sustained minor injuries (689 million; UI 672.0 to 712.8).
“Of the patients who warranted outpatient care 75.2% sustained minor injuries (689 million; UI 672.0 to 712.8).”
Quote in the paperNot a substantial claim - Findingown data
The rate of decline in DALY rates was significant for 22 cause-of-injury categories, including all the major injuries.
“The rate of decline in DALY rates was significant for 22 cause-of-injury categories, including all the major injuries.”
Quote in the paperNot a substantial claim - Findingown data
The relative contribution of nature-of-injury YLDs to cause-of-injury YLDs differs for each cause of injury.
“The relative contribution of nature-of-injury YLDs to cause-of-injury YLDs differs for each cause of injury.”
Quote in the paperNot a substantial claim - Findingown data
Rates of change for injury DALY rates vary widely across regions, ranging from a decrease of 54.8% (UI −64.2 to −44.1) in Andean Latin America to an increase of 6.4% (UI −24.1 to 48.3) in Oceania.
“Rates of change for injury DALY rates vary widely across regions ranging from a decrease of 54.8% (UI −64.2 to −44.1) in Andean Latin America to an increase of 6.4% in Oceania (UI −24.1 to 48.3) (figure 6).”
Quote in the paperNot a substantial claim - Findingown data
Even in children, high rates of homicide in Latin America, particularly tropical and central Latin America, stand out.
“Even in children, the high rates of homicide in Latin America and, particularly, in tropical and central Latin America stand out.”
Quote in the paperNot a substantial claim - Findingown data
The per cent change of self-harm DALY rates was −24.3% (UI −32.7 to −14.5) globally.
“The per cent change of self-harm was −24.3% (UI −32.7 to −14.5).”
Quote in the paperNot a substantial claim - Findingown data
The largest decline in self-harm DALY rates occurred in East Asia (−68.3%; UI −73.0 to −46.8).
“The largest decline occurred in East Asia (−68.3%; UI −73.0 to −46.8), while rates in South-East Asia, the Caribbean, western Europe, and tropical and southern Latin America dropped by about a third.”
Quote in the paperNot a substantial claim - Findingown data
Brazil, Russia, India, China and South Africa have relatively high road injury mortality and DALY rates.
“Our study shows that these countries have relatively high road injury mortality and DALY rates, but that DALY rates have significantly decreased in Brazil and Russia over the period 1990–2013 while rates for South Africa, India and China showed insignificant changes.”
Quote in the paperSubstantial claim - Findingown data
DALY rates from fire injuries declined significantly in 16 out of 21 world regions, with central and southern sub-Saharan Africa, Oceania, eastern Europe and the Caribbean as the exceptions.
“DALY rates from fire injuries declined significantly in 16 out 21 world regions, with central and southern sub-Saharan Africa, Oceania, eastern Europe and the Caribbean as the exceptions (figures 9 and 10).”
Quote in the paperNot a substantial claim - Findingcitation
GBD 2013 shows that deaths due to collective violence and legal intervention continued to decline over the 1990-2013 period.
“GBD 2013 shows that deaths due to collective violence and legal intervention continued to decline over the 1990–2013 period.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [15] source
Not checked in the free run.
- Findingown data
Self-harm DALY rates increased by more than a quarter in South Asia, high-income Asia Pacific, North Africa and the Middle East, and southern sub-Saharan Africa.
“At the other end of the spectrum rates increased by more than a quarter in South Asia, high-income Asia Pacific, North Africa and the Middle East, and southern sub-Saharan Africa (figure 12).”
Quote in the paperNot a substantial claim - Findingown data
South Africa, India and China showed insignificant changes in road injury DALY rates over 1990-2013.
“Our study shows that these countries have relatively high road injury mortality and DALY rates, but that DALY rates have significantly decreased in Brazil and Russia over the period 1990–2013 while rates for South Africa, India and China showed insignificant changes.”
Quote in the paperSubstantial claim - Findingown data
Self-harm DALY rates in South-East Asia, the Caribbean, western Europe, and tropical and southern Latin America dropped by about a third.
“The largest decline occurred in East Asia (−68.3%; UI −73.0 to −46.8), while rates in South-East Asia, the Caribbean, western Europe, and tropical and southern Latin America dropped by about a third.”
Quote in the paperNot a substantial claim - Findingown data
South Asia is the only region which did not see a decline in poisoning DALY rates (−0.7%; −50.3 to −33.1).
“South Asia is the only region which did not see a decline in poisoning DALY rates (−0.7%; −50.3 to −33.1).”
Quote in the paperNot a substantial claim - Findingown data
Since 1990, age-standardised rates of DALYs due to injuries have significantly decreased in all major injury categories.
“Since 1990 age-standardised rates of DALYs due to injuries have significantly decreased in all major injury categories.”
- Also stated in: § Conclusions · plain
“Globally, since 1990, there is a remarkable declining trend in the rates of DALYs due to injury.”
Quote in the paperSubstantial claim - Also stated in: § Conclusions · plain
- Findingown data
Poisonings and fire, heat and hot substances showed a decrease in burden of injury for most regions, with a few exceptions.
“Poisonings and fire, heat and hot substances showed a decrease in burden of injury for most regions, with a few exceptions.”
Quote in the paperNot a substantial claim - Findingown data
Poisoning DALY rates declined by 43.8% (UI −64.7 to −35.3) globally.
“Other unintentional causes of injury that showed marked decreases in DALY rates were fire, heat and hot substances (−46.8%; UI −54.9 to −33.2) and poisoning (−43.8%; UI −64.7 to −35.3).”
Quote in the paperNot a substantial claim - Findingown data
The decline in DALY rates for interpersonal violence was 19.1% (UI −24.2% to −11.5%) globally.
“The decline in DALY rates for interpersonal violence was −19.1% (UI −24.2% to −11.5%), with significant decreases in 11 of 21 world regions with non-significant changes in the other regions.”
Quote in the paperNot a substantial claim - Findingown data
In South Asia, self-harm increased more rapidly in men than in women.
“The decline in East Asia was greater in women than in men while in South Asia self-harm increased more rapidly in men than in women.”
Quote in the paperNot a substantial claim - Findingnone given
Two-thirds of DALYs from collective violence are from long-term disability of past wars, the long tail of long-lasting disabilities such as amputations.
“Deaths do not represent the total impact of injuries and this is particularly relevant to collective violence as two-thirds of DALYs are from long-term disability of past wars, the long tail of long-lasting disabilities such as amputations.”
Quote in the paperNot a substantial claim - Findingown data
Fire, heat and hot substances DALY rates declined by 46.8% (UI −54.9 to −33.2) globally.
“Other unintentional causes of injury that showed marked decreases in DALY rates were fire, heat and hot substances (−46.8%; UI −54.9 to −33.2) and poisoning (−43.8%; UI −64.7 to −35.3).”
Quote in the paperNot a substantial claim - Findingcitation
Low-income and middle-income regions that had lesser declines or an increase in traffic injury DALY rates often do not have comprehensive urban speed limit laws, seat belt laws, motorcycle helmet and/or drink-drive laws, or poor enforcement if the laws exist.
“Low-income and middle-income regions that had lesser declines or an increase in traffic injury DALY rates often do not have comprehensive urban speed limit laws, seat belt laws, motorcycle helmet and/or drink-drive laws, or poor enforcement if the laws exist.”
Quote in the paperNot a substantial claim - Findingown data
The decline in self-harm rates in East Asia was greater in women than in men.
“The decline in East Asia was greater in women than in men while in South Asia self-harm increased more rapidly in men than in women.”
Quote in the paperNot a substantial claim - Findingnone given
More than half of all self-harm DALYs occur in East and South Asia.
“More than half of all self-harm DALYs occur in East and South Asia.”
Quote in the paperNot a substantial claim - Findingown data
We do not see a change in the decline of self-harm rates coinciding with the recent economic downturn.
“We found a significant decrease of the self-harm rates between 1990 and 2013 in all European and American regions (except central Latin America) but do not see a change in this decline coinciding with the recent economic downturn.”
Quote in the paperNot a substantial claim - Findingown data
We found a significant decrease of self-harm rates between 1990 and 2013 in all European and American regions (except central Latin America).
“We found a significant decrease of the self-harm rates between 1990 and 2013 in all European and American regions (except central Latin America) but do not see a change in this decline coinciding with the recent economic downturn.”
Quote in the paperSubstantial claim - Findingnone given
The decline in disability (YLDs) from collective violence has kept pace with the decline in mortality (YLLs).
“The decline in disability (YLDs) from collective violence has kept pace with the decline in mortality (YLLs).”
Quote in the paperNot a substantial claim - Findingreasoning
The decline in rates for almost all injuries is widespread.
“The decline in rates for almost all injuries is widespread.”
Quote in the paperSubstantial claim - Interpretationown data
High injury DALY rates in Latin America and sub-Saharan Africa are driven by road injuries and interpersonal violence.
“High rates in Latin America and sub-Saharan Africa are driven by road injuries and interpersonal violence.”
Quote in the paperNot a substantial claim - Interpretationown data
The decline in rates for almost all injuries is prominent enough to warrant a general statement that the world is becoming a safer place to live in.
“The decline in rates for almost all injuries is so prominent that it warrants a general statement that the world is becoming a safer place to live in.”
Quote in the paperSubstantial claim - Interpretationown data
Injuries continue to be an important cause of morbidity and mortality in the developed and developing world.
“Injuries continue to be an important cause of morbidity and mortality in the developed and developing world.”
- Also stated in: § Conclusions · plain
“Injuries continue to be an important cause of morbidity and mortality in the developed and developing world.”
Quote in the paperSubstantial claim - Also stated in: § Conclusions · plain
- Study design and conductreasoning
For regions with low or absent vital registration, it was necessary to predict estimates using models, relying on covariates and verbal autopsy.
“For these regions, it was necessary to predict estimates using models, relying on covariates and verbal autopsy.”
Quote in the paperSubstantial claim0 of 2 sources checked - Study design and conductreasoning
Although these data inform our estimates of cause patterns that are scaled up to the total 'all injury' incidence, we cannot be sure that the patterns in these small sample sizes are representative of those at the country level.
“Although these data inform our estimates of cause patterns that are scaled up to the total ‘all injury’ incidence, we cannot be sure that the patterns in these small sample sizes are representative of those at the country level.”
Quote in the paperNot a substantial claim - Interpretationreasoning
GBD 2013 estimates a long tail of disability arising from collective violence and forces of nature for many decades to come.
“What is of interest is that we estimate a long tail of disability arising from such events for many decades to come.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The burden of disease of self-harm may still be under-reported and captured as unintentional injuries.
“Nonetheless, the burden of disease of self-harm may still be under-reported and captured as unintentional injuries.”
Quote in the paperNot a substantial claim - Interpretationreasoning
These reported homicide trends correspond to the continuing high levels of DALY rates from interpersonal violence in parts of Latin America and sub-Saharan Africa.
“These reported homicide trends correspond to the continuing high levels of DALY rates from interpersonal violence in parts of Latin America and sub-Saharan Africa.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The slower decline in incidence rates compared with YLL and YLD rates suggests that the observed changes are driven by multiple mechanisms.
“The slower decline in incidence rates compared with YLL and YLD rates, GBD's measures of premature mortality and disability, suggests that the observed changes are driven by multiple mechanisms.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Estimates for populations and time periods with sparse or absent data are inherently less precise.
“Although this ensures an estimate for all causes and all countries, estimates for populations and time periods with sparse or absent data are inherently less precise.”
Quote in the paperNot a substantial claim - Premisecitation
For reasons related to social and religious attitudes, self-harm may be under-reported or misclassified.
“For reasons related to social and religious attitudes, self-harm may be under-reported or misclassified.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Preventing suicide: a global imperative. World Health Organization, 2014.
Not checked in the free run.
- Study design and conductnone given
Many countries record injury hospital admissions or ED encounters as a haphazard mix of cause and nature-of-injury codes.
“Many countries unfortunately record injury hospital admissions or ED encounters as a haphazard mix of cause and nature-of-injury codes.”
Quote in the paperSubstantial claim - Interpretationcitation
Regional interpersonal violence death and burden of disease rates may disguise large variations in trends between countries and within countries.
“Important to note is that regional interpersonal violence death and burden of disease rates may disguise large variations in trends between countries and within countries.”
Quote in the paperNot a substantial claim - Study design and conductown data
We developed a nature-of-injuries severity hierarchy to establish a one-to-one relationship between cause-of-injury category and nature-of-injury category in an individual.
“To assess issues of correlation between severe natures-of-injury categories and particular mild nature-of-injury categories, we developed a nature-of-injuries severity hierarchy. This hierarchy was used to establish a one-to-one relationship between cause-of-injury category and nature-of-injury category in an individual.”
Quote in the paperSubstantial claim - Study design and conductnone given
For GBD 2013, we used patient-reported data for the majority of nature-of-injury categories to provide a more empirical basis for these estimates.
“For GBD 2013, we used patient-reported data for the majority of nature-of-injury categories to provide a more empirical basis for these estimates.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
This steady state assumption may lead to inaccurate estimates of prevalence of long-term disability if there are large trends in incidence rates or mortality.
“This steady state assumption may lead to inaccurate estimates of prevalence of long-term disability if there are large trends in incidence rates or mortality.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The DisMod-MR process assumes a steady state where rates are not changing over time.
- Study design and conductnone given
To determine the proportion of untreated cases for each country-year we used a proxy covariate that defines health system access that is largely based on maternal and child health indicators.
“To determine the proportion of untreated cases for each country-year we used a proxy covariate that defines health system access that is largely based on maternal and child health indicators.”
Quote in the paperNot a substantial claim - Study design and conductown data
In a person with multiple injuries we selected the nature-of-injury category that was likely to be responsible for the largest burden based on a regression analysis of seven follow-up studies.
“This means that in a person with multiple injuries we selected the nature-of-injury category that was likely to be responsible for the largest burden based on a regression analysis of seven follow-up studies.”
Quote in the paperSubstantial claim - Study design and conductown data
In the GBD 2013 study the probability of long-term injury was based on patient-reported outcome data from follow-up studies in just three countries (China, Netherlands and the USA).
“First, in the GBD 2013 study the probability of long-term injury was based on patient-reported outcome data from follow-up studies in just three countries (China, Netherlands and the USA).”
Quote in the paperNot a substantial claim - Study design and conductreasoning
Because this ratio incorporates the disability weights assigned to each nature-of-injury category, the probabilities of long-term outcomes depend strongly on the value of these disability weights.
“Because this ratio incorporates the disability weights assigned to each nature-of-injury category, the probabilities of long-term outcomes depend strongly on the value of these disability weights.”
Quote in the paperNot a substantial claim - Study design and conductcitation
War and disaster and their after-effects may severely disrupt the infrastructure of vital and health registration systems, complicating collection of data on morbidity and mortality.
“Problematic, however, is that war and disaster and their after-effects may severely disrupt the infrastructure of vital and health registration systems, complicating collection of data on morbidity and mortality.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [55] source
Not checked in the free run.
- Study design and conductown data
Even though the total number of cases of the pooled data set was high, for rare nature of injury codes there were limited cases.
“Second, even though the total number of cases of the pooled data set was high, for rare nature of injury codes there were limited cases.”
Quote in the paperNot a substantial claim - Study design and conductcitation
In GBD 2010, the estimates of short-term duration were based on limited expert opinion.
“In GBD 2010, the estimates of short-term duration were based on limited expert opinion.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] source
Not checked in the free run.
- Study design and conductreasoning
Ignoring the injuries with smaller burden sustained by such individuals may have led to a shift in estimates from milder to more severe injury categories.
“Ignoring the injuries with smaller burden sustained by such individuals may have led to a shift in estimates from milder to more severe injury categories.”
Quote in the paperNot a substantial claim
- May combine two claims. 53
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 35
May combine two claims.
Findingown dataDrowning shows large variations, with highest rates in sub-Saharan African and Asian regions.
“Drowning shows large variations with highest rates in sub-Saharan African and Asian regions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe global decline in drowning DALY rates was apparent in all age categories, but largest for age category 1-4 years (by 64.4%).
“The global decline in DALY rates of drowning was apparent in all age categories, but largest for age category 1–4 years (by 64.4%).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe proportion of DALYs due to disability (YLD) is much higher for collective violence (69.1%; UI 54.3 to 81.8), falls (46.4%; UI 38.3 to 54.1) and forces of nature (43.0%; UI 26.0 to 56.7).
“The proportion of DALYs due to disability (YLD) is much higher for collective violence (69.1%; UI 54.3 to 81.8), falls (46.4%; UI 38.3 to 54.1) and forces of nature (43.0%; UI 26.0 to 56.7).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOver 1990-2013 the rate of YLDs from injuries decreased by 37.0% (UI −30.0 to −45.4) while YLLs due to injuries decreased by 29.6% (UI −24.1 to −33.6).
“Over the period 1990–2013 the rate of YLDs from injuries decreased by −37.0% (UI −30.0 to −45.4) while YLLs due to injuries decreased only by −29.6% (UI −24.1 to −33.6).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPatterns of injury DALY rates in the 50 to 79 years age group follow similar patterns as younger adults, but differences between regions and between men and women are less pronounced.
“Patterns of injury DALY rates in the age group 50–79 years follow similar patterns as those in the younger adult age group but the differences between regions and between men and women are less pronounced: DALY rates in high income regions are higher and those in other regions are lower.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenIn the 50 to 79 years age group, falls become a more prominent cause of DALYs and self-harm becomes a greater cause than violence in most regions.
“Falls become a more prominent cause of DALYs in this age group and self-harm becomes a greater cause than violence in most regions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll but four regions showed a significant decline in injury DALY rates, with Oceania and West, central and southern sub-Saharan Africa the exceptions.
“All but four regions showed a significant decline with Oceania, and West, central and southern sub-Saharan Africa the exceptions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor transport injuries and intentional injuries the change in YLD rates has been greater than the change in YLL rates, but the opposite is the case for unintentional non-transport injuries.
“For transport injuries and intentional injuries the change in YLD rates has been greater than the change in YLL rates but the opposite is the case for unintentional non-transport injuries.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Findingown dataBetween 1990 and 2013 the global age-standardised injury DALY rate decreased by about 31% (30.9%; UI 26.1% to 34.7%), an annualised rate of decline of 1.6%.
“Between 1990 and 2013 the global age-standardised injury DALY rate decreased by 31% (UI 26% to 35%).”
- Also stated in: § Changes between 1990 and 2013—all injury · plain
“Between 1990 and 2013 injury DALY rates have declined by 30.9%, an annualised rate of decline of 1.6% (table 3).”
Quote in the paperNot a substantial claim- Also stated in: § Changes between 1990 and 2013—all injury · plain
May combine two claims.
Findingown dataThe main contributors to injury DALYs are road injuries (29.3%; UI 26.4 to 32.2), self-harm (14.0%; UI 11.8 to 16.2), falls (12.0%; UI 9.8 to 14.1), drowning (8.7%; UI 6.3 to 11.2) and interpersonal violence (8.4%; UI 6.5 to 10.4).
“The main contributors to injury DALYs are road injuries (29.3%; UI 26.4 to 32.2), self-harm (14.0%; UI 11.8 to 16.2), falls (12.0%; UI 9.8 to 14.1), drowning (8.7%; UI 6.3 to 11.2) and interpersonal violence (8.4%; UI 6.5 to 10.4).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn women aged 15 to 49 years, DALY rates range from 798 (UI 712 to 907) in Australasia to 3268 (UI 2608 to 3985) in South Asia.
“In women, rates range from a low of 798 (UI 712 to 907) in Australasia to a high of 3268 (UI 2608 to 3985) in South Asia.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenAt older ages the share of road injuries in pedestrians increases.
“At older ages the share of road injuries in pedestrians increases.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDecreases in road injury DALY rates were mainly apparent in high-income Asia Pacific (−66.9%; UI −69.8 to −63.9), followed by western Europe (−61.1%; UI −63.1 to −58.9), Australasia (−57.0%; UI −60.1 to −53.8), central Europe (−50.6%; UI −55.8 to −47.1) and eastern Europe (−38.3%; UI −42.9 to 33.5).
“Decreases were mainly apparent in high-income Asia Pacific (−66.9%; UI −69.8 to −63.9), followed by western Europe (−61.1%; UI −63.1 to −58.9), Australasia (−57.0%; UI −60.1 to −53.8) central Europe (−50.6%; UI −55.8 to −47.1) and eastern Europe (−38.3%, UI −42.9 to 33.5).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFour-wheeled motor vehicle injuries significantly increased in South Asia (21.7%; UI 1.8 to 44.6) and sub-Saharan Africa (19.8%; UI 6.6 to 35.0).
“Four-wheeled motor vehicle injuries significantly increased in South Asia (21.7%; UI 1.8 to 44.6) and sub-Saharan Africa (19.8%; UI 6.6 to 35.0).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn 2013, 4.8 million (UI 4.5 to 5.1) people died from injuries.
“In 2013, 973 million (uncertainty interval (UI) 942 to 993) people sustained injuries that warranted some type of healthcare and 4.8 million (UI 4.5 to 5.1) people died from injuries.”
- Also stated in: § Incidence, mortality and burden of disease of injuries in 2013 · hedged
“In 2013, we estimated that 973 million (uncertainty interval (UI) 942 to 993) people sustained injuries that warranted some type of healthcare and 4.8 million (UI 4.5 to 5.1) people died from injuries.”
Quote in the paperNot a substantial claim- Also stated in: § Incidence, mortality and burden of disease of injuries in 2013 · hedged
May combine two claims.
Findingown dataRates in high-income North America are around 70% higher than in western Europe, Australasia and high-income Asia Pacific, with generally higher rates for most injuries, particularly interpersonal violence.
“Rates in high-income North America are around 70% higher than in western Europe, Australasia and high-income Asia Pacific with generally higher rates for most injuries, but particularly so for interpersonal violence.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMajor causes of injury death were road injury (29.1%), self-harm (17.6%), falls (11.6%) and interpersonal violence (8.5%).
“Major causes of injury death were road injury (29.1%), self-harm (17.6%), falls (11.6%) and interpersonal violence (8.5%).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenPatterns of change in injury DALY rates were similar between men and women.
“The patterns of change in injury DALY rates were similar between men and women.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the 50 to 79 years age group, the lowest DALY rates for men and women are seen in Australasia, while South Asia has the highest rates in men and women.
“The lowest DALY rates per 100 000 for men (2873; UI 2668 to 3070) and women (1574.2; UI 1429 to 1720) are seen in Australasia while South Asia has the highest rates in men (7525; UI 6880 to 8172) and in women (4798; UI 4421 to 5173).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOceania was the only region recording an increase in drowning DALY rate, a non-significant change of 14.9% (UI −38.6 to 72.7).
“Oceania was the only region recording an increase in drowning DALY rate, a non-significant change with large uncertainty (14.9%; UI −38.6 to 72.7).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn boys under 15 years, DALY rates per 100 000 vary from 468.4 (UI 427.7 to 509.7) in western Europe to 6471.4 (UI 4197.1 to 8680.9) in central sub-Saharan Africa.
“In boys under the age of 15 years, DALY rates per 100 000 vary from a low of 468.4 (UI 427.7 to 509.7) in western Europe to a high of 6471.4 (UI 4197.1 to 8680.9) in central sub-Saharan Africa.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn girls under 15 years, DALY rates vary from 307.4 (UI 277.9 to 336.8) in western Europe to 4788.1 (UI 3260.4 to 6354.7) in central sub-Saharan Africa.
“In girls under the age of 15 years DALY rates vary from a low of 307.4 (UI 277.9 to 336.8) in western Europe to a high of 4788.1 (UI 3260.4 to 6354.7) in central sub-Saharan Africa.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenAn ageing cohort of people with long-term disabilities from past wars and disasters is prominent in Andean Latin America, South-East Asia, North Africa, the Middle East and sub-Saharan African regions.
“An ageing cohort of people with long-term disabilities from past wars and disasters is quite prominent in Andean Latin America, South-East Asia, North Africa and the Middle East and sub-Saharan African regions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRoad injury DALY rates increased in South Asia (6.5%; UI −11.2 to 26.1), West sub-Saharan Africa (13.1%; UI −0.5 to 28.6) and South sub-Saharan Africa (35.2%; UI −14.1 to 60.6) but not significantly.
“Rates increased in South Asia (6.5%; UI −11.2 to 26.1) and West (13.1%; UI −0.5 to 28.6) and South sub-Saharan Africa (35.2%; UI −14.1 to 60.6) but not significantly.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor communicable, maternal, neonatal and nutritional disorders and non-communicable disease, DALY rates declined by 42.2% (UI −45.0 to −40) and 14.5% (UI −17.3 to −11.6), respectively, between 1990 and 2013.
“For communicable, maternal, neonatal and nutritional disorders and non-communicable disease DALY rates declined by 42.2% (UI −45.0 to −40) and 14.5% (UI −17.3 and −11.6), respectively.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn all regions injury rates are much higher in men than in women, except in the 80 years and older age group where the sex differential largely disappears.
“In all regions injury rates are much higher in men than in women with the exception of the 80 years and older age group where the sex differential largely disappears.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor some cause-of-injury categories one or two nature-of-injury categories are responsible for the majority of YLDs, whereas for others a variety of nature-of-injury categories contribute.
“For some cause-of-injury categories one or two nature-of-injury categories are responsible for the majority of YLDs (eg, fire, heat and hot substances, and burns), whereas for others a variety of nature-of-injury categories contribute to the cause-of-injury categories.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe 15 to 49 years age category is the peak age category for road injuries in all regions, with an eightfold difference in rates between high-income Asia Pacific and western sub-Saharan Africa.
“This is the peak age category for road injuries in all regions but with an eightfold difference in rates between high-income Asia Pacific and western sub-Saharan Africa.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe high rate of fire injuries in South Asian women stands out.
“The high rate of fire injuries in South Asian women stands out.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe decline in road injury DALY rates in Oceania (−16.9%; UI −41.4 to 22.1), East Asia (−14.1%; UI −33.9 to 2.7) and central sub-Saharan Africa (−9.9%; UI −22.5 to 5.5) were not significant.
“The decline in rates in Oceania (−16.9%; UI −41.4 to 22.1), East Asia (−14.1%; UI −33.9 to 2.7) and central sub-Saharan Africa (−9.9%; UI −22.5 to 5.5) were not significant.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataBrazil and Russia had significant decreases in road injury DALY rates over 1990-2013.
“Our study shows that these countries have relatively high road injury mortality and DALY rates, but that DALY rates have significantly decreased in Brazil and Russia over the period 1990–2013 while rates for South Africa, India and China showed insignificant changes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSelf-harm DALY rates in South Asia rose, though not significantly, between 1990 and 2013.
“The trends in these regions are in opposite directions, decreasing significantly and by a great margin in East Asia but rising, though not significantly, in South Asia between 1990 and 2013.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationGlobally, the burden of disease due to road injury has decreased significantly since 1990, but this decrease is largely in high-income regions, with the reverse trend occurring in low-income and middle-income countries.
“Globally, the burden of disease due to road injury has decreased significantly since 1990, but this decrease is largely in high-income regions, with the reverse trend occurring in low-income and middle-income countries.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThere was an increase by around 50% in interpersonal violence DALY rates in South sub-Saharan Africa and Oceania, with large uncertainty intervals crossing zero.
“However, the increase by around 50% in the rates of interpersonal violence DALYs in South sub-Saharan Africa and Oceania are reason for concern even though the large UI crosses zero (figure 11).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataInterpersonal violence DALY rates decreased significantly in 11 of 21 world regions, with non-significant changes in the other regions.
“The decline in DALY rates for interpersonal violence was −19.1% (UI −24.2% to −11.5%), with significant decreases in 11 of 21 world regions with non-significant changes in the other regions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenSelf-harm is the second leading cause of death from injury and it is a main contributor to injury DALYs.
“Self-harm is the second leading cause of death from injury and it is a main contributor to injury DALYs.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe rate of decline was significant for 22 of our 26 cause-of-injury categories, including all the major ones.
“The rate of decline was significant for 22 of our 26 cause-of-injury categories, including all the major ones.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe results vary by cause, age group, sex, geography and over time.
“However, the results vary by cause, age group, sex, geography and over time.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataUncertainty was propagated from all sources using standard GBD methods of repeating all calculations 1000 times, drawing from distributions rather than point estimates for all relevant parameters.
“We have propagated uncertainty from all these sources using standard GBD methods of repeating all calculations 1000 times, each time drawing from distributions rather than point estimates for all the relevant parameters in our models.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationAll rates of deaths and DALYs presented are age-standardised using the revised GBD 2013 standard population.
“All rates of deaths and DALYs we present are age-standardised using the revised GBD 2013 standard population.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationFor injury mortality estimates, estimation of model uncertainty is inherent to the ensemble modelling method.
“For the injury mortality estimates the estimation of model uncertainty is inherent to the ensemble modelling method.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Study design and conductreasoningThe lack of nationally representative mortality data in many low-income and middle-income countries emphasises the need for investment in vital registration and standardised cause of death certification.
“The lack of nationally representative mortality data in many low-income and middle-income countries emphasises the need for investment in vital registration and standardised cause of death certification.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThese findings correspond to the GBD 2013 changes in burden of disease rates due to collective violence.
“These findings correspond to the GBD 2013 changes in burden of disease rates due to collective violence.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationFor forces of nature and collective violence we retrieved data from vital registrations as well as data sets that were set up particularly for the collection of data from armed conflicts and/or disaster.
“For forces of nature and collective violence we retrieved data from vital registrations as well as data sets that were set up particularly for the collection of data from armed conflicts and/or disaster.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [53] International Institute for Strategic Studies. Armed Conflict Database. London, UK: International Institute for Strategic Studies. https://acd.iiss.org/https://acd.iiss.org/
Not checked in the free run.
- cites [54] source
Not checked in the free run.
May combine two claims.
PremisecitationThe overall trend in the global homicide rate is decreasing, but regional trends are diverse: in Asia and Europe overall homicide rates are decreasing but other regions have continuing high levels of homicide.
“Our findings on interpersonal violence tally with findings from the United Nations Office on Drugs and Crime (UNODC) Homicide Statistics and WHO which show that the overall trend in the global homicide rate is decreasing, but that regional trends are diverse:26 27 in Asia and Europe overall homicide rates are decreasing but other regions have continuing high levels of homicide.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [26] UNODC global study on Homicide 2013. United Nations Publication, 2014.
Not checked in the free run.
- cites [27] Global status report on violence prevention 2014. World Health Organization, 2014.
Not checked in the free run.
- cites [28] Injuries in the European Union, Report on injury statistics 2008–2010. Amsterdam: EuroSafe, 2013.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMore recently, studies found evidence that there was an upturn in suicide rates during the financial crisis of 2007/2008 set against an overall decline.
“More recently, studies found evidence that there was an upturn in suicide rates during the financial crisis of 2007/2008 set against this overall decline.”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
Study design and conductreasoningRather than discarding these data sets we set a low bar for inclusion if at least 45% of cases had a cause-of-injury code.
“Rather than discarding these data sets we set a low bar for inclusion if at least 45% of cases had a cause-of-injury code.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Interpretationnone givenGBD 2013 provides a systematic quantification of mortality, incidence and disability over 1990 to 2013, allowing analyses of time trends and comparison between regions.
“GBD 2013 provides a systematic quantification of mortality, incidence and disability over the time period 1990 to 2013, allowing analyses of time trends and comparison between regions.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationUrban speed limit laws, seat belt laws, motorcycle helmet laws and drink-drive laws have shown to substantially reduce road injury mortality.
“These laws have shown to substantially reduce road injury mortality, underlining the importance of implementing these strategies to reduce road traffic injury.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious studies have reported similar trends in the most populated countries in these regions, India and China.
“Previous studies have reported similar trends in the most populated countries in these regions, India and China.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningReduction in incidence would be the effect of measures preventing the occurrence of injuries (eg, road safety measures, gun control or safer tools).
“Reduction in incidence would be the effect of measures preventing the occurrence of injuries (eg, road safety measures, gun control or safer tools).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe Human Security Report showed that in Africa conflicts and battle deaths have become more numerous in recent years and often are high-intensity conflicts, causing more than 10 000 battle deaths a year.
“However, the Human Security Report showed that in Africa conflicts and battle deaths have become more numerous in recent years and often are high-intensity conflicts, causing more than 10 000 battle deaths a year.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43] Human Security Report Project. Human security report 2013: the decline in global violence: evidence, explanation, and contestation. Vancouver, 2013.
Not checked in the free run.
May combine two claims.
Study design and conductcitationCoverage of vital registration is low or absent in large parts of the world and there are issues of incompleteness and differences in death certification systems, definitions of variables and methods of data collection.
“Coverage of vital registration is low or absent in large parts of the world and there are issues of incompleteness and differences in death certification systems, definitions of variables and methods of data collection.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [44] source
Not checked in the free run.
- cites [45] Joubert, 2012, Characteristics, availability and uses of vital registration and other mortality data sources in post-democracy South Africa, Glob Health Action source
Not checked in the free run.
- cites [46] source
Not checked in the free run.
- cites [47] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe latter is problematic for injuries as our analyses make a strict distinction between cause and nature of injury and therefore requires dual coding of injuries.
“The latter is problematic for injuries as our analyses make a strict distinction between cause and nature of injury and therefore requires dual coding of injuries.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationGlobally, battle deaths have declined since 1945 and the number of interstate conflicts has decreased since 1990, while the peak of interstate conflicts with more than 1000 battle deaths per year was in the 1970s with a rapid decline thereafter.
“Globally, battle deaths have declined since 1945 and the number of interstate conflicts has decreased since 1990 while the peak of interstate conflicts with more than 1000 battle deaths per year was in the 1970s with a rapid decline thereafter.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [34] Pinker S . The better angels of our nature. New York: Viking, 2011.
Not checked in the free run.
- cites [42] source
Not checked in the free run.
- cites [43] Human Security Report Project. Human security report 2013: the decline in global violence: evidence, explanation, and contestation. Vancouver, 2013.
Not checked in the free run.
May combine two claims.
Study design and conductreasoningGBD uses the largest collection of data on causes of death in the world, allowing statistical models that can borrow strength over time and geography.
“GBD uses the largest collection of data on causes of death in the world, allowing us to use statistical models that can borrow strength over time and geography.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenFor many countries hospital data collection systems with national coverage exist but, due to country-specific privacy regulations, the data are not made available or made available in summary tabulations only.
“For many countries hospital data collection systems with national coverage exist but, due to country-specific privacy regulations, the data are not made available or made available in summary tabulations only.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenIn GBD 2013 several steps have been taken to enhance data quality of morbidity and mortality data and adjust for misclassification.
“In the GBD 2013 several steps have been taken to enhance data quality of morbidity and mortality data and adjust for misclassification.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationUNODC and WHO report that homicide levels have remained high in the Americas and in Eastern and Southern Africa, and in some countries levels increased.
“UNODC and WHO report that this is particularly the case for the Americas and in Eastern and Southern Africa, where homicide levels have remained high, and in some countries levels increased.”
Quote in the paperNot a substantial claim0 of 5 sources checked- cites [29] source
Not checked in the free run.
- cites [30] Krug EG , Dahlberg LL , Mercy JA , et al . World report on violence and health. World Health Organization, 2002. source
Not checked in the free run.
- cites [31] source
Not checked in the free run.
- cites [32] source
Not checked in the free run.
- cites [33] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Study design and conductnone givenData protection regulations and legislation are becoming more important, and because of that there may be more countries for which hospital data or other data sources are not made available.
“Data protection regulations and legislation are becoming more important, and because of that there may be more countries for which hospital data or other data sources are not made available.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThis increase also resulted in an increase in battle deaths in certain African countries.
“This increase also resulted in an increase in battle deaths in certain African countries.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43] Human Security Report Project. Human security report 2013: the decline in global violence: evidence, explanation, and contestation. Vancouver, 2013.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningThe greater declines in YLL and YLD rates could be brought about by injury prevention measures reducing the severity of the injury sustained (eg, seat belts and helmets) or by improved access to better quality care after an injury (eg, trauma systems).
“The greater declines in YLL and YLD rates could be brought about by injury prevention measures reducing the severity of the injury sustained (eg, seat belts and helmets) or by improved access to better quality care after an injury (eg, trauma systems).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationWhile we attempt to capture all sources of uncertainty from sampling error, non-sampling error and model specifications in the 95% UIs, we cannot guarantee that we have captured all uncertainty.
“While we attempt to capture all sources of uncertainty from sampling error, non-sampling error and model specifications in the 95% UIs, we cannot guarantee that we have captured all uncertainty.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [48] Mathers CD , Salomon JA , Ezzati M , et al . Sensitivity and uncertainty analyses for burden of disease and risk factor estimates. In: Lopez AD , Mathers CD , Ezzati M , et al , eds. Global burden of disease and risk factors. Oxford press, New York, 2006:399–426.
Not checked in the free run.
- cites [49] source
Not checked in the free run.
May combine two claims.
Study design and conductreasoningPolice and mortuary data were added for road injuries, self-harm, and interpersonal violence to help predict level and age patterns in countries with sparse or absent cause of death data, even though police records tend to underestimate the true level of deaths.
“We added police and mortuary data for road injuries, self-harm, and interpersonal violence to help predict level and age patterns in countries with sparse or absent cause of death data even though we know from countries with near-complete vital registration data that police records tend to underestimate the true level of deaths.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenTo estimate the burden of injury we used a methodology similar to GBD 2010 but with several significant changes, including changes with respect to the injury classification.
“To estimate the burden of injury we used a methodology similar to GBD 2010 but with several significant changes, including changes with respect to the injury classification.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThese decreases in DALY rates for almost all cause-of-injury categories warrant a general statement that the world is becoming a safer place to live in, although the injury burden remains high in some parts of the world.
“These decreases in DALY rates for almost all cause-of-injury categories warrant a general statement that the world is becoming a safer place to live in, although the injury burden remains high in some parts of the world.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenThe estimation of the probability of long-term health loss due to a particular nature of injury is a key step in our analysis that drives the estimation of YLDs from long-term outcomes.
“The estimation of the probability of long-term health loss due to a particular nature of injury is a key step in our analysis that drives the estimation of YLDs from long-term outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductreasoningOverall YLDs will only be affected in cases where we observed 100% probability of long-term outcomes; in other cases, higher probability of long-term results in a higher prevalence of cases with long-term consequences, but combined with lower disability weights this will result in the same overall YLDs.
“Overall YLDs will only be affected in cases where we observed 100% probability of long-term outcomes. In other cases, higher probability of long-term results in a higher prevalence of cases with long-term consequences, but combined with lower disability weights this will result in the same overall YLDs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe probability of treated long-term outcomes is estimated via the ratio of the average level of disability 1 year after an injury relative to the long-term disability weight for each nature of injury category.
“The probability of treated long-term outcomes is estimated via the ratio of the average level of disability 1 year after an injury relative to the long-term disability weight for each nature of injury category.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningThe follow-up studies used different injury classifications that needed to be mapped into the GBD cause and nature-of-injury categories and the follow-up studies used different patient-reported outcome measures, introducing greater uncertainty and potential bias in our estimation of disability.
“Third, the follow-up studies used different injury classifications that needed to be mapped into the GBD cause and nature-of-injury categories and the follow-up studies used different patient-reported outcome measures, introducing greater uncertainty and potential bias in our estimation of disability.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe duration of short-term injury in case of untreated injuries was based on the opinion of GBD injury collaborators.
“The duration of short-term injury in case of untreated injuries was based on the opinion of GBD injury collaborators.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningFor certain outpatient nature-of-injury categories high probabilities of permanent health loss were observed; an explanation for this may be that cases were misclassified as outpatients whereas in fact they were treated in an inpatient setting.
“Fourth, for certain outpatient nature-of-injury categories high probabilities of permanent health loss were observed. An explanation for this may be that cases were misclassified as outpatients whereas in fact they were treated in an inpatient setting.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningPostdisaster and war surveys have been carried out to assess related mortality and injury, yet recall bias related to acute postdisaster experiences and postdisaster or postwar migration may hamper the data collection and interpretation of these studies.
“Postdisaster and war surveys have been carried out to assess related mortality and injury, yet recall bias related to acute postdisaster experiences and postdisaster or postwar migration may hamper the data collection and interpretation of these studies.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe patient-reported data were from the Netherlands only, a high-income country with a high access to quality healthcare and these durations may not apply to settings with lower-quality care.
“Second, the patient-reported data were from the Netherlands only, a high-income country with a high access to quality healthcare and these durations may not apply to settings with lower-quality care.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningThis proxy mostly reflects access to primary care services and may not reflect access to trauma services that are required for injuries.
“It therefore mostly reflects access to primary care services and may not reflect access to trauma services that are required for injuries.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThese estimated durations are based on a very limited sample size and the validity and reliability of these estimated durations may be affected by response and recall bias.
“However, these estimated durations are based on a very limited sample size and the validity and reliability of these estimated durations may be affected by response and recall bias.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningFor GBD 2013 disability weights have changed, including all injury disability weights; this means that the probability of long-term outcomes of injuries has changed.
“For GBD 2013 disability weights have changed, including all injury disability weights. This means that the probability of long-term outcomes of injuries has changed.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenVariables such as hospital beds per 1000 or physician density may serve as proxy for the proportion of untreated injury per country-year, but these have been found to vary wildly over time and between countries without face validity as an indicator of access to trauma services.
“There are variables, such as hospital beds per 1000 or physician density that may serve as proxy for the proportion of untreated injury per country-year, but these have been found to vary wildly over time and between countries without face validity as an indicator of access to trauma services.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenWe used DisMod-MR to stream out prevalence from incidence and this process assumes a steady state where rates are not changing over time.
“Furthermore, we used DisMod-MR to stream out prevalence from incidence and this process assumes a steady state where rates are not changing over time.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The DisMod-MR process assumes a steady state where rates are not changing over time.
The paper relies on this without support.
A detailed description of the GBD injury methods and results has not yet been published.
“However, a detailed description of the GBD injury methods and results has not yet been published.”
The authors state this as an assumption.
The DisMod-MR process assumes a steady state where rates are not changing over time.
“this process assumes a steady state where rates are not changing over time”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The last estimation, as part of the larger study for the WHO European Region estimating alcohol-attributable mortality in more than 50 countries for 25 years, revealed that alcohol-attributable injury rates did not decrease in the time-period in the same way as injuries in general.
“The last estimation, as part of the larger study for the WHO European Region estimating alcohol‐attributable mortality in more than 50 countries for 25 years, revealed 178 that alcohol‐attributable injury rates did not decrease in the time‐period in the same way as injuries in general 323.”
From The relationship between different dimensions of alcohol use and the burden of disease—an update (2017) · cites this paper as [323]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
South Asia poisoning estimate lies outside its uncertainty interval
MajorThe stated estimate is a 0.7% decrease, while both stated uncertainty-interval endpoints indicate decreases exceeding 33%. The interval therefore excludes the estimate and conflicts with the claim that this region did not see a decline.
“South Asia is the only region which did not see a decline in poisoning DALY rates (−0.7%; −50.3 to −33.1).”
“−50.3 to −33.1”
Falls' stated share of injury DALYs is too high
MajorTable 2 reports 27.5 million DALYs for falls and 247.6 million for all injuries. That makes falls' share approximately 11.1%, not the stated 12.0%; rounding of the tabulated figures cannot account for the difference.
Reported 12 · recomputed 11.106624
“falls (12.0%; UI 9.8 to 14.1)”
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- Authors
- Haagsma, J. A., Graetz, N., Bolliger, I., Naghavi, M., Higashi, H., Mullany, E. C., Abera, S. F., Abraham, J. P., Adofo, K., Alsharif, U., Ameh, E. A., Ammar, W., Antonio, C. A. T., Barrero, L. H., Bekele, T., Bose, D., Brazinova, A., Catalá-López, F., Dandona, L., Dandona, R., Dargan, P. I., De Leo, D., Degenhardt, L., Derrett, S., Dharmaratne, S. D., Driscoll, T. R., Duan, L., Petrovich Ermakov, S., Farzadfar, F., Feigin, V. L., Franklin, R. C., Gabbe, B., Gosselin, R. A., Hafezi-Nejad, N., Hamadeh, R. R., Hijar, M., Hu, G., Jayaraman, S. P., Jiang, G., Khader, Y. S., Khan, E. A., Krishnaswami, S., Kulkarni, C., Lecky, F. E., Leung, R., Lunevicius, R., Lyons, R. A., Majdan, M., Mason-Jones, A. J., Matzopoulos, R., Meaney, P. A., Mekonnen, W., Miller, T. R., Mock, C. N., Norman, R. E., Orozco, R., Polinder, S., Pourmalek, F., Rahimi-Movaghar, V., Refaat, A., Rojas-Rueda, D., Roy, N., Schwebel, D. C., Shaheen, A., Shahraz, S., Skirbekk, V., Søreide, K., Soshnikov, S., Stein, D. J., Sykes, B. L., Tabb, K. M., Temesgen, A. M., Tenkorang, E. Y., Theadom, A. M., Tran, B. X., Vasankari, T. J., Vavilala, M. S., Vlassov, V. V., Woldeyohannes, S. M., Yip, P., Yonemoto, N., Younis, M. Z., Yu, C., Murray, C. J. L., Vos, T., Balalla, S., & Phillips, M. R.
- Affiliations
- University of Washington (US)
- Institute for Health Metrics and Evaluation (US)
- Mekelle University (ET)
- University of Southern California (US)
- Kwame Nkrumah University of Science and Technology, Kumasi, Ashanti, Ghana
- Charité – Universitätsmedizin Berlin (DE)
- Ahmadu Bello University (NG)
- Ministry of Public Health (LB)
- University of the Philippines Manila (PH)
- Pontificia Universidad Javeriana (CO)
- Madda Walabu University (ET)
- World Bank (US)
- Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
- Ministry of Health (ES)
- Public Health Foundation of India (IN)
- Guy's and St Thomas' NHS Foundation Trust (GB)
- Griffith University, Brisbane, Queensland, Australia
- UNSW Sydney (AU)
- Massey University (NZ)
- University of Peradeniya (LK)
- The University of Sydney (AU)
- Chinese Center For Disease Control and Prevention (CN)
- The Institute of Social and Economic Studies of Population at the Russian Academy of Sciences, Moscow, Russia
- Non-Communicable Diseases Research Center (IR)
- Auckland University of Technology (NZ)
- James Cook University (AU)
- Monash University (AU)
- University of California, San Francisco (US)
- Endocrinology and Metabolism Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Arabian Gulf University (BH)
- Fundacion Entornos AC, Cuernavaca, Morelos, Mexico
- Central South University (CN)
- Virginia Commonwealth University (US)
- Tianjin Centers for Disease Control and Prevention (CN)
- Jordan University of Science and Technology (JO)
- Health Services Academy (PK)
- Oregon Health & Science University (US)
- Rajarajeswari Medical College and Hospital (IN)
- University of Sheffield (GB)
- University at Albany, State University of New York (US)
- Aintree University Hospital NHS Foundation Trust, Liverpool, UK
- Swansea University (GB)
- Faculty of Health Sciences and Social Work, Department of Public Health, Trnava University, Trnava, Slovakia
- University of York, York, UK
- South African Medical Research Council (ZA)
- Children's Hospital of Philadelphia (US)
- Addis Ababa University (ET)
- Curtin University (AU)
- Queensland University of Technology (AU)
- Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz (MX)
- Erasmus MC (NL)
- University of British Columbia (CA)
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Suez Canal University (EG)
- Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Catalonia, Spain
- Bhabha Atomic Research Centre (IN)
- University of Alabama at Birmingham (US)
- An-Najah National University (PS)
- Tufts Medical Center (US)
- Norwegian Institute of Public Health (NO)
- Stavanger University Hospital (NO)
- Federal Research Institute for Health Organization and Informatics (RU)
- University of Cape Town (ZA)
- University of California, Irvine (US)
- University of Illinois Urbana-Champaign (US)
- Memorial University of Newfoundland (CA)
- Johns Hopkins University (US)
- Urho Kaleva Kekkonen Institute (FI)
- Higher School of Economics, Moscow, Russia
- University of Gondar (ET)
- University of Hong Kong (HK)
- National Center of Neurology and Psychiatry (JP)
- Jackson State University (US)
- Wuhan University (CN)
- Emory University (US)
- Corresponding author
- Haagsma, Juanita A
- ORCID
- Haagsma, Juanita A
- Graetz, Nicholas
- Bolliger, Ian
- Naghavi, Mohsen
- Higashi, Hideki
- Abera, Semaw Ferede
- Abraham, Jerry Puthenpurakal
- Alsharif, Ubai
- Ammar, Walid
- Antonio, Carl Abelardo T
- Barrero, Lope H
- Catalá-López, Ferrán
- Dandona, Lalit
- Dandona, Rakhi
- Dargan, Paul I
- Degenhardt, Louisa
- Derrett, Sarah
- Dharmaratne, Samath D
- Driscoll, Tim R
- Farzadfar, Farshad
- Feigin, Valery L
- Franklin, Richard C
- Gabbe, Belinda
- Gosselin, Richard A
- Hamadeh, Randah Ribhi
- Hu, Guoqing
- Jayaraman, Sudha P
- Khader, Yousef Saleh
- Khan, Ejaz Ahmad
- Krishnaswami, Sanjay
- Lecky, Fiona E
- Leung, Ricky
- Lyons, Ronan Anthony
- Matzopoulos, Richard
- Meaney, Peter A
- Mekonnen, Wubegzier
- Miller, Ted R
- Mock, Charles N
- Orozco, Ricardo
- Polinder, Suzanne
- Pourmalek, Farshad
- Refaat, Amany
- Roy, Nobhojit
- Schwebel, David C
- Shaheen, Amira
- Skirbekk, Vegard
- Søreide, Kjetil
- Soshnikov, Sergey
- Stein, Dan J
- Sykes, Bryan L
- Tabb, Karen M
- Temesgen, Awoke Misganaw
- Tenkorang, Eric Yeboah
- Theadom, Alice M
- Tran, Bach Xuan
- Vasankari, Tommi J
- Vavilala, Monica S
- Woldeyohannes, Solomon Meseret
- Yip, Paul
- Yonemoto, Naohiro
- Younis, Mustafa Z
- Yu, Chuanhua
- Murray, Christopher J L
- Vos, Theo
- Balalla, Shivanthi
- Venue
- Injury Prevention
- Publisher
- BMJ
- Published
- 2015-12-03
- Volume
- 22
- Issue
- 1
- Pages
- 3-18
- ISSN
- 1353-8047 (ISSN-L)
- 1475-5785
- PMC
- PMC4752630
- OpenAlex
- W2221016424
- Semantic Scholar
- 7b054b6fe038b1079414621775f25da85c65dc46
- Cited by
- 1,302
- References
- 50
- Citations by year
- 2026: 67 · 2025: 87 · 2024: 128 · 2023: 124 · 2022: 149 · 2021: 165 · 2020: 172 · 2019: 151 · 2018: 120 · 2017: 94 · 2016: 42 · 2015: 1 · 2012: 1
- FWCI
- 91.87
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc
- Locations
- Injury Prevention (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- QUT ePrints (Queensland University of Technology) (submittedVersion, cc-by-nc)
- ResearchOnline - JCU (James Cook University) (submittedVersion, cc-by-nc)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, cc-by-nc)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, other-oa)
- RePub (Erasmus University Rotterdam) (submittedVersion, other-oa)
- BIBSYS Brage (BIBSYS (Norway)) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- eSpace (Curtin University) (submittedVersion)
- NORA - Norwegian Open Research Archives (submittedVersion, other-oa)
- HighWire Press Open Archive (submittedVersion)
- RePub (Erasmus University Rotterdam) (submittedVersion)
- Griffith Research Online (submittedVersion, cc-by-nc)
- Funders
- Bill and Melinda Gates Foundation
- Medical Research Council (MR/K006525/1)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Injury Epidemiology and Prevention
- Health Sciences › Medicine › Emergency Medicine › Trauma and Emergency Care Studies
- Health Sciences › Health Professions › General Health Professions › Health and Conflict Studies
- Keywords
- injury burden, trauma mortality, injury incidence, disability-adjusted life years, temporal trends, global burden of disease, trauma morbidity, global health trends
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Cause of Death, Child, Child, Preschool, Female, Disabled Persons, Persons with Disabilities, Humans, Infant, Male, Middle Aged, Mortality, Risk Factors, Global Health, Wounds and Injuries, Incidence, Cost of Illness, Quality-Adjusted Life Years, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.
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