Abstract
Background: Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have been the only studies to quantify non-fatal health outcomes across an exhaustive set of disorders at the global and regional level. Neither eff ort quantified uncertainty in prevalence or years lived with disability (YLDs). Methods: Of the 291 diseases and injuries in the GBD cause list, 289 cause disability. For 1160 sequelae of the 289 diseases and injuries, we undertook a systematic analysis of prevalence, incidence, remission, duration, and excess mortality. Sources included published studies, case notification, population-based cancer registries, other disease registries, antenatal clinic serosurveillance, hospital discharge data, ambulatory care data, household surveys, other surveys, and cohort studies. For most sequelae, we used a Bayesian meta-regression method, DisMod-MR, designed to address key limitations in descriptive epidemiological data, including missing data, inconsistency, and large methodological variation between data sources. For some disorders, we used natural history models, geospatial models, back-calculation models (models calculating incidence from population mortality rates and case fatality), or registration completeness models (models adjusting for incomplete registration with health-system access and other covariates). Disability weights for 220 unique health states were used to capture the severity of health loss. YLDs by cause at age, sex, country, and year levels were adjusted for comorbidity with simulation methods. We included uncertainty estimates at all stages of the analysis. Findings: Global prevalence for all ages combined in 2010 across the 1160 sequelae ranged from fewer than one case per 1 million people to 350 000 cases per 1 million people. Prevalence and severity of health loss were weakly correlated (correlation coefficient -0·37). In 2010, there were 777 million YLDs from all causes, up from 583 million in 1990. The main contributors to global YLDs were mental and behavioural disorders, musculoskeletal disorders, and diabetes or endocrine diseases. The leading specific causes of YLDs were much the same in 2010 as they were in 1990: low back pain, major depressive disorder, iron-deficiency anaemia, neck pain, chronic obstructive pulmonary disease, anxiety disorders, migraine, diabetes, and falls. Age-specific prevalence of YLDs increased with age in all regions and has decreased slightly from 1990 to 2010. Regional patterns of the leading causes of YLDs were more similar compared with years of life lost due to premature mortality. Neglected tropical diseases, HIV/AIDS, tuberculosis, malaria, and anaemia were important causes of YLDs in sub-Saharan Africa. Interpretation: Rates of YLDs per 100 000 people have remained largely constant over time but rise steadily with age. Population growth and ageing have increased YLD numbers and crude rates over the past two decades. Prevalences of the most common causes of YLDs, such as mental and behavioural disorders and musculoskeletal disorders, have not decreased. Health systems will need to address the needs of the rising numbers of individuals with a range of disorders that largely cause disability but not mortality. Quantification of the burden of non-fatal health outcomes will be crucial to understand how well health systems are responding to these challenges. Eff ective and aff ordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world.
Original language | English |
---|---|
Pages (from-to) | 2163-2196 |
Number of pages | 34 |
Journal | The Lancet |
Volume | 380 |
Issue number | 9859 |
DOIs | |
Publication status | Published - 2012 |
Externally published | Yes |
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In: The Lancet, Vol. 380, No. 9859, 2012, p. 2163-2196.
Research output: Contribution to journal › Article › peer-review
TY - JOUR
T1 - Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010
T2 - A systematic analysis for the Global Burden of Disease Study 2010
AU - Vos, Theo
AU - Flaxman, Abraham D.
AU - Naghavi, Mohsen
AU - Lozano, Rafael
AU - Michaud, Catherine
AU - Ezzati, Majid
AU - Shibuya, Kenji
AU - Salomon, Joshua A.
AU - Abdalla, Safa
AU - Aboyans, Victor
AU - Abraham, Jerry
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AU - Aggarwal, Rakesh
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AU - Ali, Mohammed K.
AU - Almazroa, Mohammad A.
AU - Alvarado, Miriam
AU - Anderson, H. Ross
AU - Anderson, Laurie M.
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AU - Atkinson, Charles
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AU - Bahalim, Adil N.
AU - Barker-Collo, Suzanne
AU - Barrero, Lope H.
AU - Bartels, David H.
AU - Basáñez, Maria Gloria
AU - Baxter, Amanda
AU - Bell, Michelle L.
AU - Benjamin, Emelia J.
AU - Bennett, Derrick
AU - Bernabé, Eduardo
AU - Bhalla, Kavi
AU - Bhandari, Bishal
AU - Bikbov, Boris
AU - Abdulhak, Aref Bin
AU - Birbeck, Gretchen
AU - Black, James A.
AU - Blencowe, Hannah
AU - Blore, Jed D.
AU - Blyth, Fiona
AU - Bolliger, Ian
AU - Bonaventure, Audrey
AU - Boufous, Soufiane
AU - Bourne, Rupert
AU - Boussinesq, Michel
AU - Braithwaite, Tasanee
AU - Brayne, Carol
AU - Bridgett, Lisa
AU - Brooker, Simon
AU - Brooks, Peter
AU - Brugha, Traolach S.
AU - Bryan-Hancock, Claire
AU - Bucello, Chiara
AU - Buchbinder, Rachelle
AU - Buckle, Geoffrey
AU - Budke, Christine M.
AU - Burch, Michael
AU - Burney, Peter
AU - Burstein, Roy
AU - Calabria, Bianca
AU - Campbell, Benjamin
AU - Canter, Charles E.
AU - Carabin, Hélène
AU - Carapetis, Jonathan
AU - Carmona, Loreto
AU - Cella, Claudia
AU - Charlson, Fiona
AU - Chen, Honglei
AU - Cheng, Andrew Tai Ann
AU - Chou, David
AU - Chugh, Sumeet S.
AU - Coffeng, Luc E.
AU - Colan, Steven D.
AU - Colquhoun, Samantha
AU - Colson, K. Ellicott
AU - Condon, John
AU - Connor, Myles D.
AU - Cooper, Leslie T.
AU - Corriere, Matthew
AU - Cortinovis, Monica
AU - De Vaccaro, Karen Courville
AU - Couser, William
AU - Cowie, Benjamin C.
AU - Criqui, Michael H.
AU - Cross, Marita
AU - Dabhadkar, Kaustubh C.
AU - Dahiya, Manu
AU - Dahodwala, Nabila
AU - Damsere-Derry, James
AU - Danaei, Goodarz
AU - Davis, Adrian
AU - De Leo, Diego
AU - Degenhardt, Louisa
AU - Dellavalle, Robert
AU - Delossantos, Allyne
AU - Denenberg, Julie
AU - Derrett, Sarah
AU - Des Jarlais, Don C.
AU - Dharmaratne, Samath D.
AU - Dherani, Mukesh
AU - Diaz-Torne, Cesar
AU - Dolk, Helen
AU - Dorsey, E. Ray
AU - Driscoll, Tim
AU - Duber, Herbert
AU - Ebel, Beth
AU - Edmond, Karen
AU - Elbaz, Alexis
AU - Ali, Suad Eltahir
AU - Erskine, Holly
AU - Erwin, Patricia J.
AU - Espindola, Patricia
AU - Ewoigbokhan, Stalin E.
AU - Farzadfar, Farshad
AU - Feigin, Valery
AU - Felson, David T.
AU - Ferrari, Alize
AU - Ferri, Cleusa P.
AU - Fèvre, Eric M.
AU - Finucane, Mariel M.
AU - Flaxman, Seth
AU - Flood, Louise
AU - Foreman, Kyle
AU - Forouzanfar, Mohammad H.
AU - Fowkes, Francis Gerry R.
AU - Franklin, Richard
AU - Fransen, Marlene
AU - Freeman, Michael K.
AU - Gabbe, Belinda J.
AU - Gabriel, Sherine E.
AU - Gakidou, Emmanuela
AU - Ganatra, Hammad A.
AU - Garcia, Bianca
AU - Gaspari, Flavio
AU - Gillum, Richard F.
AU - Gmel, Gerhard
AU - Gosselin, Richard
AU - Grainger, Rebecca
AU - Groeger, Justina
AU - Guillemin, Francis
AU - Gunnell, David
AU - Gupta, Ramyani
AU - Haagsma, Juanita
AU - Hagan, Holly
AU - Halasa, Yara A.
AU - Hall, Wayne
AU - Haring, Diana
AU - Haro, Josep Maria
AU - Harrison, James E.
AU - Havmoeller, Rasmus
AU - Hay, Roderick J.
AU - Higashi, Hideki
AU - Hill, Catherine
AU - Hoen, Bruno
AU - Hoffman, Howard
AU - Hotez, Peter J.
AU - Hoy, Damian
AU - Huang, John J.
AU - Ibeanusi, Sydney E.
AU - Jacobsen, Kathryn H.
AU - James, Spencer L.
AU - Jarvis, Deborah
AU - Jasrasaria, Rashmi
AU - Jayaraman, Sudha
AU - Johns, Nicole
AU - Jonas, Jost B.
AU - Karthikeyan, Ganesan
AU - Kassebaum, Nicholas
AU - Kawakami, Norito
AU - Keren, Andre
AU - Khoo, Jon Paul
AU - King, Charles H.
AU - Knowlton, Lisa Marie
AU - Kobusingye, Olive
AU - Koranteng, Adofo
AU - Krishnamurthi, Rita
AU - Lalloo, Ratilal
AU - Laslett, Laura L.
AU - Lathlean, Tim
AU - Leasher, Janet L.
AU - Lee, Yong Yi
AU - Leigh, James
AU - Lim, Stephen S.
AU - Limb, Elizabeth
AU - Lin, John Kent
AU - Lipnick, Michael
AU - Lipshultz, Steven E.
AU - Liu, Wei
AU - Loane, Maria
AU - Ohno, Summer Lockett
AU - Lyons, Ronan
AU - Ma, Jixiang
AU - Mabweijano, Jacqueline
AU - MacIntyre, Michael F.
AU - Malekzadeh, Reza
AU - Mallinger, Leslie
AU - Manivannan, Sivabalan
AU - Marcenes, Wagner
AU - March, Lyn
AU - Margolis, David J.
AU - Marks, Guy B.
AU - Marks, Robin
AU - Matsumori, Akira
AU - Matzopoulos, Richard
AU - Mayosi, Bongani M.
AU - McAnulty, John H.
AU - McDermott, Mary M.
AU - McGill, Neil
AU - McGrath, John
AU - Medina-Mora, Maria Elena
AU - Meltzer, Michele
AU - Memish, Ziad A.
AU - Mensah, George A.
AU - Merriman, Tony R.
AU - Meyer, Ana Claire
AU - Miglioli, Valeria
AU - Miller, Matthew
AU - Miller, Ted R.
AU - Mitchell, Philip B.
AU - Mocumbi, Ana Olga
AU - Moffitt, Terrie E.
AU - Mokdad, Ali A.
AU - Monasta, Lorenzo
AU - Montico, Marcella
AU - Moradi-Lakeh, Maziar
AU - Moran, Andrew
AU - Morawska, Lidia
AU - Mori, Rintaro
AU - Murdoch, Michele E.
AU - Mwaniki, Michael K.
AU - Naidoo, Kovin
AU - Nair, M. Nathan
AU - Naldi, Luigi
AU - Narayan, K. M.Venkat
AU - Nelson, Paul K.
AU - Nelson, Robert G.
AU - Nevitt, Michael C.
AU - Newton, Charles R.
AU - Nolte, Sandra
AU - Norman, Paul
AU - Norman, Rosana
AU - O'Donnell, Martin
AU - O'Hanlon, Simon
AU - Olives, Casey
AU - Omer, Saad B.
AU - Ortblad, Katrina
AU - Osborne, Richard
AU - Ozgediz, Doruk
AU - Page, Andrew
AU - Pahari, Bishnu
AU - Pandian, Jeyaraj Durai
AU - Rivero, Andrea Panozo
AU - Patten, Scott B.
AU - Pearce, Neil
AU - Padilla, Rogelio Perez
AU - Perez-Ruiz, Fernando
AU - Perico, Norberto
AU - Pesudovs, Konrad
AU - Phillips, David
AU - Phillips, Michael R.
AU - Pierce, Kelsey
AU - Pion, Sébastien
AU - Polanczyk, Guilherme V.
AU - Polinder, Suzanne
AU - Pope, C. Arden
AU - Popova, Svetlana
AU - Porrini, Esteban
AU - Pourmalek, Farshad
AU - Prince, Martin
AU - Pullan, Rachel L.
AU - Ramaiah, Kapa D.
AU - Ranganathan, Dharani
AU - Razavi, Homie
AU - Regan, Mathilda
AU - Rehm, Jürgen T.
AU - Rein, David B.
AU - Remuzzi, Guiseppe
AU - Richardson, Kathryn
AU - Rivara, Frederick P.
AU - Roberts, Thomas
AU - Robinson, Carolyn
AU - De Leòn, Felipe Rodriguez
AU - Ronfani, Luca
AU - Room, Robin
AU - Rosenfeld, Lisa C.
AU - Rushton, Lesley
AU - Sacco, Ralph L.
AU - Saha, Sukanta
AU - Sampson, Uchechukwu
AU - Sanchez-Riera, Lidia
AU - Sanman, Ella
AU - Schwebel, David C.
AU - Scott, James Graham
AU - Segui-Gomez, Maria
AU - Shahraz, Saeid
AU - Shepard, Donald S.
AU - Shin, Hwashin
AU - Shivakoti, Rupak
AU - Silberberg, Donald
AU - Singh, David
AU - Singh, Gitanjali M.
AU - Singh, Jasvinder A.
AU - Singleton, Jessica
AU - Sleet, David A.
AU - Sliwa, Karen
AU - Smith, Emma
AU - Smith, Jennifer L.
AU - Stapelberg, Nicolas J.C.
AU - Steer, Andrew
AU - Steiner, Timothy
AU - Stolk, Wilma A.
AU - Stovner, Lars Jacob
AU - Sudfeld, Christopher
AU - Syed, Sana
AU - Tamburlini, Giorgio
AU - Tavakkoli, Mohammad
AU - Taylor, Hugh R.
AU - Taylor, Jennifer A.
AU - Taylor, William J.
AU - Thomas, Bernadette
AU - Thomson, W. Murray
AU - Thurston, George D.
AU - Tleyjeh, Imad M.
AU - Tonelli, Marcello
AU - Towbin, Jeffrey A.
AU - Truelsen, Thomas
AU - Tsilimbaris, Miltiadis K.
AU - Ubeda, Clotilde
AU - Undurraga, Eduardo A.
AU - Van Der Werf, Marieke J.
AU - Van Os, Jim
AU - Vavilala, Monica S.
AU - Venketasubramanian, N.
AU - Wang, Mengru
AU - Wang, Wenzhi
AU - Watt, Kerrianne
AU - Weatherall, David J.
AU - Weinstock, Martin A.
AU - Weintraub, Robert
AU - Weisskopf, Marc G.
AU - Weissman, Myrna M.
AU - White, Richard A.
AU - Whiteford, Harvey
AU - Wiersma, Steven T.
AU - Wilkinson, James D.
AU - Williams, Hywel C.
AU - Williams, Sean R.M.
AU - Witt, Emma
AU - Wolfe, Frederick
AU - Woolf, Anthony D.
AU - Wulf, Sarah
AU - Yeh, Pon Hsiu
AU - Zaidi, Anita K.M.
AU - Zheng, Zhi Jie
AU - Zonies, David
AU - Lopez, Alan D.
AU - Murray, Christopher J.L.
PY - 2012
Y1 - 2012
N2 - Background: Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have been the only studies to quantify non-fatal health outcomes across an exhaustive set of disorders at the global and regional level. Neither eff ort quantified uncertainty in prevalence or years lived with disability (YLDs). Methods: Of the 291 diseases and injuries in the GBD cause list, 289 cause disability. For 1160 sequelae of the 289 diseases and injuries, we undertook a systematic analysis of prevalence, incidence, remission, duration, and excess mortality. Sources included published studies, case notification, population-based cancer registries, other disease registries, antenatal clinic serosurveillance, hospital discharge data, ambulatory care data, household surveys, other surveys, and cohort studies. For most sequelae, we used a Bayesian meta-regression method, DisMod-MR, designed to address key limitations in descriptive epidemiological data, including missing data, inconsistency, and large methodological variation between data sources. For some disorders, we used natural history models, geospatial models, back-calculation models (models calculating incidence from population mortality rates and case fatality), or registration completeness models (models adjusting for incomplete registration with health-system access and other covariates). Disability weights for 220 unique health states were used to capture the severity of health loss. YLDs by cause at age, sex, country, and year levels were adjusted for comorbidity with simulation methods. We included uncertainty estimates at all stages of the analysis. Findings: Global prevalence for all ages combined in 2010 across the 1160 sequelae ranged from fewer than one case per 1 million people to 350 000 cases per 1 million people. Prevalence and severity of health loss were weakly correlated (correlation coefficient -0·37). In 2010, there were 777 million YLDs from all causes, up from 583 million in 1990. The main contributors to global YLDs were mental and behavioural disorders, musculoskeletal disorders, and diabetes or endocrine diseases. The leading specific causes of YLDs were much the same in 2010 as they were in 1990: low back pain, major depressive disorder, iron-deficiency anaemia, neck pain, chronic obstructive pulmonary disease, anxiety disorders, migraine, diabetes, and falls. Age-specific prevalence of YLDs increased with age in all regions and has decreased slightly from 1990 to 2010. Regional patterns of the leading causes of YLDs were more similar compared with years of life lost due to premature mortality. Neglected tropical diseases, HIV/AIDS, tuberculosis, malaria, and anaemia were important causes of YLDs in sub-Saharan Africa. Interpretation: Rates of YLDs per 100 000 people have remained largely constant over time but rise steadily with age. Population growth and ageing have increased YLD numbers and crude rates over the past two decades. Prevalences of the most common causes of YLDs, such as mental and behavioural disorders and musculoskeletal disorders, have not decreased. Health systems will need to address the needs of the rising numbers of individuals with a range of disorders that largely cause disability but not mortality. Quantification of the burden of non-fatal health outcomes will be crucial to understand how well health systems are responding to these challenges. Eff ective and aff ordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world.
AB - Background: Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have been the only studies to quantify non-fatal health outcomes across an exhaustive set of disorders at the global and regional level. Neither eff ort quantified uncertainty in prevalence or years lived with disability (YLDs). Methods: Of the 291 diseases and injuries in the GBD cause list, 289 cause disability. For 1160 sequelae of the 289 diseases and injuries, we undertook a systematic analysis of prevalence, incidence, remission, duration, and excess mortality. Sources included published studies, case notification, population-based cancer registries, other disease registries, antenatal clinic serosurveillance, hospital discharge data, ambulatory care data, household surveys, other surveys, and cohort studies. For most sequelae, we used a Bayesian meta-regression method, DisMod-MR, designed to address key limitations in descriptive epidemiological data, including missing data, inconsistency, and large methodological variation between data sources. For some disorders, we used natural history models, geospatial models, back-calculation models (models calculating incidence from population mortality rates and case fatality), or registration completeness models (models adjusting for incomplete registration with health-system access and other covariates). Disability weights for 220 unique health states were used to capture the severity of health loss. YLDs by cause at age, sex, country, and year levels were adjusted for comorbidity with simulation methods. We included uncertainty estimates at all stages of the analysis. Findings: Global prevalence for all ages combined in 2010 across the 1160 sequelae ranged from fewer than one case per 1 million people to 350 000 cases per 1 million people. Prevalence and severity of health loss were weakly correlated (correlation coefficient -0·37). In 2010, there were 777 million YLDs from all causes, up from 583 million in 1990. The main contributors to global YLDs were mental and behavioural disorders, musculoskeletal disorders, and diabetes or endocrine diseases. The leading specific causes of YLDs were much the same in 2010 as they were in 1990: low back pain, major depressive disorder, iron-deficiency anaemia, neck pain, chronic obstructive pulmonary disease, anxiety disorders, migraine, diabetes, and falls. Age-specific prevalence of YLDs increased with age in all regions and has decreased slightly from 1990 to 2010. Regional patterns of the leading causes of YLDs were more similar compared with years of life lost due to premature mortality. Neglected tropical diseases, HIV/AIDS, tuberculosis, malaria, and anaemia were important causes of YLDs in sub-Saharan Africa. Interpretation: Rates of YLDs per 100 000 people have remained largely constant over time but rise steadily with age. Population growth and ageing have increased YLD numbers and crude rates over the past two decades. Prevalences of the most common causes of YLDs, such as mental and behavioural disorders and musculoskeletal disorders, have not decreased. Health systems will need to address the needs of the rising numbers of individuals with a range of disorders that largely cause disability but not mortality. Quantification of the burden of non-fatal health outcomes will be crucial to understand how well health systems are responding to these challenges. Eff ective and aff ordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world.
UR - http://www.scopus.com/inward/record.url?scp=84871051576&partnerID=8YFLogxK
U2 - 10.1016/S0140-6736(12)61729-2
DO - 10.1016/S0140-6736(12)61729-2
M3 - Article
SN - 0140-6736
VL - 380
SP - 2163
EP - 2196
JO - The Lancet
JF - The Lancet
IS - 9859
ER -