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IRIS
Background The Global Burden of Disease Study 2013 (GBD 2013) aims to bring together all available epidemiological data
using a coherent measurement framework, standardised estimation methods, and transparent data sources to enable
comparisons of health loss over time and across causes, age–sex groups, and countries. The GBD can be used to generate
summary measures such as disability-adjusted life-years (DALYs) and healthy life expectancy (HALE) that make possible
comparative assessments of broad epidemiological patterns across countries and time. These summary measures can
also be used to quantify the component of variation in epidemiology that is related to sociodemographic development.
Methods We used the published GBD 2013 data for age-specifi c mortality, years of life lost due to premature mortality
(YLLs), and years lived with disability (YLDs) to calculate DALYs and HALE for 1990, 1995, 2000, 2005, 2010, and 2013
for 188 countries. We calculated HALE using the Sullivan method; 95% uncertainty intervals (UIs) represent
uncertainty in age-specifi c death rates and YLDs per person for each country, age, sex, and year. We estimated DALYs
for 306 causes for each country as the sum of YLLs and YLDs; 95% UIs represent uncertainty in YLL and YLD rates.
We quantifi ed patterns of the epidemiological transition with a composite indicator of sociodemographic status,
which we constructed from income per person, average years of schooling after age 15 years, and the total fertility rate
and mean age of the population. We applied hierarchical regression to DALY rates by cause across countries to
decompose variance related to the sociodemographic status variable, country, and time.
Findings Worldwide, from 1990 to 2013, life expectancy at birth rose by 6·2 years (95% UI 5·6–6·6), from 65·3 years
(65·0–65·6) in 1990 to 71·5 years (71·0–71·9) in 2013, HALE at birth rose by 5·4 years (4·9–5·8), from 56·9 years
(54·5–59·1) to 62·3 years (59·7–64·8), total DALYs fell by 3·6% (0·3–7·4), and age-standardised DALY rates per
100 000 people fell by 26·7% (24·6–29·1). For communicable, maternal, neonatal, and nutritional disorders, global
DALY numbers, crude rates, and age-standardised rates have all declined between 1990 and 2013, whereas for non–
communicable diseases, global DALYs have been increasing, DALY rates have remained nearly constant, and agestandardised
DALY rates declined during the same period. From 2005 to 2013, the number of DALYs increased for
most specifi c non-communicable diseases, including cardiovascular diseases and neoplasms, in addition to dengue,
food-borne trematodes, and leishmaniasis; DALYs decreased for nearly all other causes. By 2013, the fi ve leading
causes of DALYs were ischaemic heart disease, lower respiratory infections, cerebrovascular disease, low back and
neck pain, and road injuries. Sociodemographic status explained more than 50% of the variance between countries
and over time for diarrhoea, lower respiratory infections, and other common infectious diseases; maternal disorders;
neonatal disorders; nutritional defi ciencies; other communicable, maternal, neonatal, and nutritional diseases;
musculoskeletal disorders; and other non-communicable diseases. However, sociodemographic status explained less
than 10% of the variance in DALY rates for cardiovascular diseases; chronic respiratory diseases; cirrhosis; diabetes,
urogenital, blood, and endocrine diseases; unintentional injuries; and self-harm and interpersonal violence.
Predictably, increased sociodemographic status was associated with a shift in burden from YLLs to YLDs, driven by
declines in YLLs and increases in YLDs from musculoskeletal disorders, neurological disorders, and mental and
substance use disorders. In most country-specifi c estimates, the increase in life expectancy was greater than that in
HALE. Leading causes of DALYs are highly variable across countries.
Interpretation Global health is improving. Population growth and ageing have driven up numbers of DALYs, but
crude rates have remained relatively constant, showing that progress in health does not mean fewer demands on
health systems. The notion of an epidemiological transition—in which increasing sociodemographic status brings
structured change in disease burden—is useful, but there is tremendous variation in burden of disease that is not
associated with sociodemographic status. This further underscores the need for country-specifi c assessments of
DALYs and HALE to appropriately inform health policy decisions and attendant actions.
Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: quantifying the epidemiological transition / Murray, Christopher J. L; Barber, Ryan M; Foreman, Kyle J; Ozgoren, Ayse Abbasoglu; Abd Allah, Foad; Abera, Semaw F; Aboyans, Victor; Abraham, Jerry P; Abubakar, Ibrahim; Abu Raddad, Laith J; Abu Rmeileh, Niveen M; Achoki, Tom; Ackerman, Ilana N; Ademi, Zanfina; Adou, Arsène K; Adsuar, José C; Afshin, Ashkan; Agardh, Emilie E; Alam, Sayed Saidul; Alasfoor, Deena; Albittar, Mohammed I; Alegretti, Miguel A; Alemu, Zewdie A; Alfonso Cristancho, Rafael; Alhabib, Samia; Ali, Raghib; Alla, François; Allebeck, Peter; Almazroa, Mohammad A; Alsharif, Ubai; Alvarez, Elena; Alvis Guzman, Nelson; Amare, Azmeraw T; Ameh, Emmanuel A; Amini, Heresh; Ammar, Walid; Anderson, H. Ross; Anderson, Benjamin O; Antonio, Carl Abelardo T; Anwari, Palwasha; Arnlöv, Johan; Arsenijevic, Valentina S. Arsic; Artaman, Al; Asghar, Rana J; Assadi, Reza; Atkins, Lydia S; Avila, Marco A; Awuah, Baffour; Bachman, Victoria F; Badawi, Alaa; Bahit, Maria C; Balakrishnan, Kalpana; Banerjee, Amitava; Barker Collo, Suzanne L; Barquera, Simon; Barregard, Lars; Barrero, Lope H; Basu, Arindam; Basu, Sanjay; Basulaiman, Mohammed O; Beardsley, Justin; Bedi, Neeraj; Beghi, Ettore; Bekele, Tolesa; Bell, Michelle L; Benjet, Corina; Bennett, Derrick A; Bensenor, Isabela M; Benzian, Habib; Bernabé, Eduardo; Bertozzi Villa, Amelia; Beyene, Tariku J; Bhala, Neeraj; Bhalla, Ashish; Bhutta, Zulfiqar A; Bienhoff, Kelly; Bikbov, Boris; Biryukov, Stan; Blore, Jed D; Blosser, Christopher D; Blyth, Fiona M; Bohensky, Megan A; Bolliger, Ian W; Başara, Berrak Bora; Bornstein, Natan M; Bose, Dipan; Boufous, Soufiane; Bourne, Rupert R. A; Boyers, Lindsay N; Brainin, Michael; Brayne, Carol E; Brazinova, Alexandra; Breitborde, Nicholas J. K; Brenner, Hermann; Briggs, Adam D; Brooks, Peter M; Brown, Jonathan C; Brugha, Traolach S; Buchbinder, Rachelle; Buckle, Geoffrey C; Budke, Christine M; Bulchis, Anne; Bulloch, Andrew G; Campos Nonato, Ismael R; Carabin, Hélène; Carapetis, Jonathan R; Cárdenas, Rosario; Carpenter, David O; Caso, Valeria; Castañeda Orjuela, Carlos A; Castro, Ruben E; Catalá López, Ferrán; Cavalleri, Fiorella; Çavlin, Alanur; Chadha, Vineet K; Chang, Jung Chen; Charlson, Fiona J; Chen, Honglei; Chen, Wanqing; Chiang, Peggy P; Chimed Ochir, Odgerel; Chowdhury, Rajiv; Christensen, Hanne; Christophi, Costas A; Cirillo, Massimo; Coates, Matthew M; Coffeng, Luc E; Coggeshall, Megan S; Colistro, Valentina; Colquhoun, Samantha M; Cooke, Graham S; Cooper, Cyrus; Cooper, Leslie T; Coppola, Luis M; Cortinovis, Monica; Criqui, Michael H; Crump, John A; Cuevas Nasu, Lucia; Danawi, Hadi; Dandona, Lalit; Dandona, Rakhi; Dansereau, Emily; Dargan, Paul I; Davey, Gail; Davis, Adrian; Davitoiu, Dragos V; Dayama, Anand; De Leo, Diego; Degenhardt, Louisa; Del Pozo Cruz, Borja; Dellavalle, Robert P; Deribe, Kebede; Derrett, Sarah; Jarlais, Don C. Des; Dessalegn, Muluken; Dharmaratne, Samath D; Dherani, Mukesh K; Diaz Torné, Cesar; Dicker, Daniel; Ding, Eric L; Dokova, Klara; Dorsey, E. Ray; Driscoll, Tim R; Duan, Leilei; Duber, Herbert C; Ebel, Beth E; Edmond, Karen M; Elshrek, Yousef M; Endres, Matthias; Ermakov, Sergey P; Erskine, Holly E; Eshrati, Babak; Esteghamati, Alireza; Estep, Kara; Faraon, Emerito Jose A; Farzadfar, Farshad; Fay, Derek F; Feigin, Valery L; Felson, David T; Fereshtehnejad, Seyed Mohammad; Fernandes, Jefferson G; Ferrari, Alize J; Fitzmaurice, Christina; Flaxman, Abraham D; Fleming, Thomas D; Foigt, Nataliya; Forouzanfar, Mohammad H; Fowkes, F. Gerry R; Paleo, Urbano Fra; Franklin, Richard C; Fürst, Thomas; Gabbe, Belinda; Gaffikin, Lynne; Gankpé, Fortuné G; Geleijnse, Johanna M; Gessner, Bradford D; Gething, Peter; Gibney, Katherine B; Giroud, Maurice; Giussani, Giorgia; Dantes, Hector Gomez; Gona, Philimon; González Medina, Diego; Gosselin, Richard A; Gotay, Carolyn C; Goto, Atsushi; Gouda, Hebe N; Graetz, Nicholas; Gugnani, Harish C; Gupta, Rahul; Gupta, Rajeev; Gutiérrez, Reyna A; Haagsma, Juanita; Hafezi Nejad, Nima; Hagan, Holly; Halasa, Yara A; Hamadeh, Randah R; Hamavid, Hannah; Hammami, Mouhanad; Hancock, Jamie; Hankey, Graeme J; Hansen, Gillian M; Hao, Yuantao; Harb, Hilda L; Haro, Josep Maria; Havmoeller, Rasmus; Hay, Simon I; Hay, Roderick J; Heredia Pi, Ileana B; Heuton, Kyle R; Heydarpour, Pouria; Higashi, Hideki; Hijar, Martha; Hoek, Hans W; Hoffman, Howard J; Hosgood, H. Dean; Hossain, Mazeda; Hotez, Peter J; Hoy, Damian G; Hsairi, Mohamed; Hu, Guoqing; Huang, Cheng; Huang, John J; Husseini, Abdullatif; Huynh, Chantal; Iannarone, Marissa L; Iburg, Kim M; Innos, Kaire; Inoue, Manami; Islami, Farhad; Jacobsen, Kathryn H; Jarvis, Deborah L; Jassal, Simerjot K; Jee, Sun Ha; Jeemon, Panniyammakal; Jensen, Paul N; Jha, Vivekanand; Jiang, Guohong; Jiang, Ying; Jonas, Jost B; Juel, Knud; Kan, Haidong; Karch, André; Karema, Corine K; Karimkhani, Chante; Karthikeyan, Ganesan; Kassebaum, Nicholas J; Kaul, Anil; Kawakami, Norito; Kazanjan, Konstantin; Kemp, Andrew H; Kengne, Andre P; Keren, Andre; Khader, Yousef S; Khalifa, Shams Eldin A; Khan, Ejaz A; Khan, Gulfaraz; Khang, Young Ho; Kieling, Christian; Kim, Daniel; Kim, Sungroul; Kim, Yunjin; Kinfu, Yohannes; Kinge, Jonas M; Kivipelto, Miia; Knibbs, Luke D; Knudsen, Ann Kristin; Kokubo, Yoshihiro; Kosen, Soewarta; Krishnaswami, Sanjay; Defo, Barthelemy Kuate; Bicer, Burcu Kucuk; Kuipers, Ernst J; Kulkarni, Chanda; Kulkarni, Veena S; Kumar, G. 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Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: quantifying the epidemiological transition
Murray, Christopher J. L;Barber, Ryan M;Foreman, Kyle J;Ozgoren, Ayse Abbasoglu;Abd Allah, Foad;Abera, Semaw F;Aboyans, Victor;Abraham, Jerry P;Abubakar, Ibrahim;Abu Raddad, Laith J;Abu Rmeileh, Niveen M;Achoki, Tom;Ackerman, Ilana N;Ademi, Zanfina;Adou, Arsène K;Adsuar, José C;Afshin, Ashkan;Agardh, Emilie E;Alam, Sayed Saidul;Alasfoor, Deena;Albittar, Mohammed I;Alegretti, Miguel A;Alemu, Zewdie A;Alfonso Cristancho, Rafael;Alhabib, Samia;Ali, Raghib;Alla, François;Allebeck, Peter;Almazroa, Mohammad A;Alsharif, Ubai;Alvarez, Elena;Alvis Guzman, Nelson;Amare, Azmeraw T;Ameh, Emmanuel A;Amini, Heresh;Ammar, Walid;Anderson, H. Ross;Anderson, Benjamin O;Antonio, Carl Abelardo T;Anwari, Palwasha;Arnlöv, Johan;Arsenijevic, Valentina S. Arsic;Artaman, Al;Asghar, Rana J;Assadi, Reza;Atkins, Lydia S;Avila, Marco A;Awuah, Baffour;Bachman, Victoria F;Badawi, Alaa;Bahit, Maria C;Balakrishnan, Kalpana;Banerjee, Amitava;Barker Collo, Suzanne L;Barquera, Simon;Barregard, Lars;Barrero, Lope H;Basu, Arindam;Basu, Sanjay;Basulaiman, Mohammed O;Beardsley, Justin;Bedi, Neeraj;Beghi, Ettore;Bekele, Tolesa;Bell, Michelle L;Benjet, Corina;Bennett, Derrick A;Bensenor, Isabela M;Benzian, Habib;Bernabé, Eduardo;Bertozzi Villa, Amelia;Beyene, Tariku J;Bhala, Neeraj;Bhalla, Ashish;Bhutta, Zulfiqar A;Bienhoff, Kelly;Bikbov, Boris;Biryukov, Stan;Blore, Jed D;Blosser, Christopher D;Blyth, Fiona M;Bohensky, Megan A;Bolliger, Ian W;Başara, Berrak Bora;Bornstein, Natan M;Bose, Dipan;Boufous, Soufiane;Bourne, Rupert R. A;Boyers, Lindsay N;Brainin, Michael;Brayne, Carol E;Brazinova, Alexandra;Breitborde, Nicholas J. K;Brenner, Hermann;Briggs, Adam D;Brooks, Peter M;Brown, Jonathan C;Brugha, Traolach S;Buchbinder, Rachelle;Buckle, Geoffrey C;Budke, Christine M;Bulchis, Anne;Bulloch, Andrew G;Campos Nonato, Ismael R;Carabin, Hélène;Carapetis, Jonathan R;Cárdenas, Rosario;Carpenter, David O;Caso, Valeria;Castañeda Orjuela, Carlos A;Castro, Ruben E;Catalá López, Ferrán;Cavalleri, Fiorella;Çavlin, Alanur;Chadha, Vineet K;Chang, Jung Chen;Charlson, Fiona J;Chen, Honglei;Chen, Wanqing;Chiang, Peggy P;Chimed Ochir, Odgerel;Chowdhury, Rajiv;Christensen, Hanne;Christophi, Costas A;CIRILLO, Massimo;Coates, Matthew M;Coffeng, Luc E;Coggeshall, Megan S;Colistro, Valentina;Colquhoun, Samantha M;Cooke, Graham S;Cooper, Cyrus;Cooper, Leslie T;Coppola, Luis M;Cortinovis, Monica;Criqui, Michael H;Crump, John A;Cuevas Nasu, Lucia;Danawi, Hadi;Dandona, Lalit;Dandona, Rakhi;Dansereau, Emily;Dargan, Paul I;Davey, Gail;Davis, Adrian;Davitoiu, Dragos V;Dayama, Anand;De Leo, Diego;Degenhardt, Louisa;Del Pozo Cruz, Borja;Dellavalle, Robert P;Deribe, Kebede;Derrett, Sarah;Jarlais, Don C. Des;Dessalegn, Muluken;Dharmaratne, Samath D;Dherani, Mukesh K;Diaz Torné, Cesar;Dicker, Daniel;Ding, Eric L;Dokova, Klara;Dorsey, E. Ray;Driscoll, Tim R;Duan, Leilei;Duber, Herbert C;Ebel, Beth E;Edmond, Karen M;Elshrek, Yousef M;Endres, Matthias;Ermakov, Sergey P;Erskine, Holly E;Eshrati, Babak;Esteghamati, Alireza;Estep, Kara;Faraon, Emerito Jose A;Farzadfar, Farshad;Fay, Derek F;Feigin, Valery L;Felson, David T;Fereshtehnejad, Seyed Mohammad;Fernandes, Jefferson G;Ferrari, Alize J;Fitzmaurice, Christina;Flaxman, Abraham D;Fleming, Thomas D;Foigt, Nataliya;Forouzanfar, Mohammad H;Fowkes, F. Gerry R;Paleo, Urbano Fra;Franklin, Richard C;Fürst, Thomas;Gabbe, Belinda;Gaffikin, Lynne;Gankpé, Fortuné G;Geleijnse, Johanna M;Gessner, Bradford D;Gething, Peter;Gibney, Katherine B;Giroud, Maurice;Giussani, Giorgia;Dantes, Hector Gomez;Gona, Philimon;González Medina, Diego;Gosselin, Richard A;Gotay, Carolyn C;Goto, Atsushi;Gouda, Hebe N;Graetz, Nicholas;Gugnani, Harish C;Gupta, Rahul;Gupta, Rajeev;Gutiérrez, Reyna A;Haagsma, Juanita;Hafezi Nejad, Nima;Hagan, Holly;Halasa, Yara A;Hamadeh, Randah R;Hamavid, Hannah;Hammami, Mouhanad;Hancock, Jamie;Hankey, Graeme J;Hansen, Gillian M;Hao, Yuantao;Harb, Hilda L;Haro, Josep Maria;Havmoeller, Rasmus;Hay, Simon I;Hay, Roderick J;Heredia Pi, Ileana B;Heuton, Kyle R;Heydarpour, Pouria;Higashi, Hideki;Hijar, Martha;Hoek, Hans W;Hoffman, Howard J;Hosgood, H. 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2015
Abstract
Background The Global Burden of Disease Study 2013 (GBD 2013) aims to bring together all available epidemiological data
using a coherent measurement framework, standardised estimation methods, and transparent data sources to enable
comparisons of health loss over time and across causes, age–sex groups, and countries. The GBD can be used to generate
summary measures such as disability-adjusted life-years (DALYs) and healthy life expectancy (HALE) that make possible
comparative assessments of broad epidemiological patterns across countries and time. These summary measures can
also be used to quantify the component of variation in epidemiology that is related to sociodemographic development.
Methods We used the published GBD 2013 data for age-specifi c mortality, years of life lost due to premature mortality
(YLLs), and years lived with disability (YLDs) to calculate DALYs and HALE for 1990, 1995, 2000, 2005, 2010, and 2013
for 188 countries. We calculated HALE using the Sullivan method; 95% uncertainty intervals (UIs) represent
uncertainty in age-specifi c death rates and YLDs per person for each country, age, sex, and year. We estimated DALYs
for 306 causes for each country as the sum of YLLs and YLDs; 95% UIs represent uncertainty in YLL and YLD rates.
We quantifi ed patterns of the epidemiological transition with a composite indicator of sociodemographic status,
which we constructed from income per person, average years of schooling after age 15 years, and the total fertility rate
and mean age of the population. We applied hierarchical regression to DALY rates by cause across countries to
decompose variance related to the sociodemographic status variable, country, and time.
Findings Worldwide, from 1990 to 2013, life expectancy at birth rose by 6·2 years (95% UI 5·6–6·6), from 65·3 years
(65·0–65·6) in 1990 to 71·5 years (71·0–71·9) in 2013, HALE at birth rose by 5·4 years (4·9–5·8), from 56·9 years
(54·5–59·1) to 62·3 years (59·7–64·8), total DALYs fell by 3·6% (0·3–7·4), and age-standardised DALY rates per
100 000 people fell by 26·7% (24·6–29·1). For communicable, maternal, neonatal, and nutritional disorders, global
DALY numbers, crude rates, and age-standardised rates have all declined between 1990 and 2013, whereas for non–
communicable diseases, global DALYs have been increasing, DALY rates have remained nearly constant, and agestandardised
DALY rates declined during the same period. From 2005 to 2013, the number of DALYs increased for
most specifi c non-communicable diseases, including cardiovascular diseases and neoplasms, in addition to dengue,
food-borne trematodes, and leishmaniasis; DALYs decreased for nearly all other causes. By 2013, the fi ve leading
causes of DALYs were ischaemic heart disease, lower respiratory infections, cerebrovascular disease, low back and
neck pain, and road injuries. Sociodemographic status explained more than 50% of the variance between countries
and over time for diarrhoea, lower respiratory infections, and other common infectious diseases; maternal disorders;
neonatal disorders; nutritional defi ciencies; other communicable, maternal, neonatal, and nutritional diseases;
musculoskeletal disorders; and other non-communicable diseases. However, sociodemographic status explained less
than 10% of the variance in DALY rates for cardiovascular diseases; chronic respiratory diseases; cirrhosis; diabetes,
urogenital, blood, and endocrine diseases; unintentional injuries; and self-harm and interpersonal violence.
Predictably, increased sociodemographic status was associated with a shift in burden from YLLs to YLDs, driven by
declines in YLLs and increases in YLDs from musculoskeletal disorders, neurological disorders, and mental and
substance use disorders. In most country-specifi c estimates, the increase in life expectancy was greater than that in
HALE. Leading causes of DALYs are highly variable across countries.
Interpretation Global health is improving. Population growth and ageing have driven up numbers of DALYs, but
crude rates have remained relatively constant, showing that progress in health does not mean fewer demands on
health systems. The notion of an epidemiological transition—in which increasing sociodemographic status brings
structured change in disease burden—is useful, but there is tremendous variation in burden of disease that is not
associated with sociodemographic status. This further underscores the need for country-specifi c assessments of
DALYs and HALE to appropriately inform health policy decisions and attendant actions.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/733168
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simulazione ASN
Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande.
La presente simulazione è stata realizzata sulla base delle specifiche raccolte sul tavolo ER del Focus Group IRIS coordinato dall’Università di Modena e Reggio Emilia e delle regole riportate nel DM 589/2018 e allegata Tabella A. Cineca, l’Università di Modena e Reggio Emilia e il Focus Group IRIS non si assumono alcuna responsabilità in merito all’uso che il diretto interessato o terzi faranno della simulazione. Si specifica inoltre che la simulazione contiene calcoli effettuati con dati e algoritmi di pubblico dominio e deve quindi essere considerata come un mero ausilio al calcolo svolgibile manualmente o con strumenti equivalenti.