Browsing by Author "Bienhoff, Kelly (57201959866)"
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Publication Assessing performance of the Healthcare Access and Quality Index, overall and by select age groups, for 204 countries and territories, 1990–2019: a systematic analysis from the Global Burden of Disease Study 2019(2022) ;Haakenstad, Annie (56079498000) ;Yearwood, Jamal Akeem (57202282849) ;Fullman, Nancy (57211064970) ;Bintz, Corinne (57215013911) ;Bienhoff, Kelly (57201959866) ;Weaver, Marcia R (7201548872) ;Nandakumar, Vishnu (57204605749) ;Joffe, Jonah N (57224994124) ;LeGrand, Kate E (57216789066) ;Knight, Megan (57218877591) ;Abbafati, Cristiana (54917122400) ;Abbasi-Kangevari, Mohsen (57193543882) ;Abdoli, Amir (59421084100) ;Zuñiga, Roberto Ariel Abeldaño (57737618600) ;Adedeji, Isaac Akinkunmi (57208456508) ;Adekanmbi, Victor (53463192900) ;Adetokunboh, Olatunji O (56598104300) ;Afzal, Muhammad Sohail (56009310800) ;Afzal, Saira (7004381116) ;Agudelo-Botero, Marcela (58888387100) ;Ahinkorah, Bright Opoku (57194684030) ;Ahmad, Sajjad (57218961022) ;Ahmadi, Ali (57193998515) ;Ahmadi, Sepideh (58189812000) ;Ahmed, Ali (57201189007) ;Rashid, Tarik Ahmed (57023479100) ;Aji, Budi (55911737200) ;Akande-Sholabi, Wuraola (57204532006) ;Alam, Khurshid (57203681299) ;Hamad, Hanadi Al (57779217200) ;Alhassan, Robert Kaba (55829647800) ;Ali, Liaqat (55646005400) ;Alipour, Vahid (56436629300) ;Aljunid, Syed Mohamed (6504304159) ;Ameyaw, Edward Kwabena (57194076624) ;Amin, Tarek Tawfik (23007746000) ;Amu, Hubert (57190183918) ;Amugsi, Dickson A (24461463800) ;Ancuceanu, Robert (35728302200) ;Andrade, Pedro Prata (58155276500) ;Anjum, Afifa (57212707890) ;Arabloo, Jalal (57208760927) ;Arab-Zozani, Morteza (57210284593) ;Ariffin, Hany (7004238528) ;Arulappan, Judie (57224210161) ;Aryan, Zahra (55479968600) ;Ashraf, Tahira (56366752600) ;Atnafu, Desta Debalkie (57203502301) ;Atreya, Alok (55856196800) ;Ausloos, Marcel (7101798907) ;Avila-Burgos, Leticia (8530790100) ;Ayano, Getinet (57189617474) ;Ayanore, Martin Amogre (57070358300) ;Azari, Samad (56396696500) ;Badiye, Ashish D (56340201200) ;Baig, Atif Amin (49460999600) ;Bairwa, Mohan (50461080100) ;Bakkannavar, Shankar M (34970692400) ;Baliga, Shrikala (7004412881) ;Banik, Palash Chandra (57193523050) ;Bärnighausen, Till Winfried (23011726900) ;Barra, Fabio (57201953956) ;Barrow, Amadou (57217061576) ;Basu, Sanjay (9335409500) ;Bayati, Mohsen (56906776500) ;Belete, Rebuma (57217182390) ;Bell, Arielle Wilder (57362817700) ;Bhagat, Devidas S (57327243700) ;Bhagavathula, Akshaya Srikanth (56398498300) ;Bhardwaj, Pankaj (57226841442) ;Bhardwaj, Nikha (57221591832) ;Bhaskar, Sonu (57192268582) ;Bhattacharyya, Krittika (57204647266) ;Bhutta, Zulfiqar A (57415572700) ;Bibi, Sadia (57524553300) ;Bijani, Ali (23134684900) ;Bikbov, Boris (57219957158) ;Biondi, Antonio (57226837403) ;Bolarinwa, Obasanjo Afolabi (57218336464) ;Bonny, Aime (57190091246) ;Brenner, Hermann (57216427807) ;Buonsenso, Danilo (36607486700) ;Burkart, Katrin (29067507300) ;Busse, Reinhard (35589070800) ;Butt, Zahid A (57202522739) ;Butt, Nadeem Shafique (7003613681) ;Dos Santos, Florentino Luciano Caetano (56373058500) ;Cahuana-Hurtado, Lucero (57207890731) ;Cámera, Luis Alberto (7003354253) ;Cárdenas, Rosario (57216482927) ;Carneiro, Vera L A (57213266524) ;Catalá-López, Ferrán (57202553733) ;Chandan, Joht Singh (57221106138) ;Charan, Jaykaran (9251091600) ;Chavan, Prachi P (57192304065) ;Chen, Simiao (57203514169) ;Chen, Shu (57192606069) ;Choudhari, Sonali Gajanan (55760057300) ;Chowdhury, Enayet Karim (35278162800) ;Chowdhury, Mohiuddin Ahsanul Kabir (57199184042) ;Cirillo, Massimo (35247478400) ;Corso, Barbara (54402100400) ;Dadras, Omid (57205721978) ;Dahlawi, Saad M A (57189234459) ;Dai, Xiaochen (57221591169) ;Dandona, Lalit (7007017243) ;Dandona, Rakhi (57203043697) ;Dangel, William James (57219386065) ;Dávila-Cervantes, Claudio Alberto (45561136400) ;Davletov, Kairat (6602803024) ;Deuba, Keshab (55619379400) ;Dhimal, Meghnath (54941157300) ;Dhimal, Mandira Lamichhane (57201374139) ;Djalalinia, Shirin (37113718000) ;Do, Huyen Phuc (57200737094) ;Doshmangir, Leila (44261140600) ;Duncan, Bruce B (35476478500) ;Effiong, Andem (57213158150) ;Ehsani-Chimeh, Elham (36107566300) ;Elgendy, Islam Y (56022050500) ;Elhadi, Muhammed (57212082248) ;El Sayed, Iman (7004479194) ;El Tantawi, Maha (57214851491) ;Erku, Daniel Asfaw (57190738018) ;Eskandarieh, Sharareh (57211720158) ;Fares, Jawad (55606854400) ;Farzadfar, Farshad (57195049611) ;Ferrero, Simone (57190137236) ;Desideri, Lorenzo Ferro (57201549628) ;Fischer, Florian (55508208800) ;Foigt, Nataliya A (57216998893) ;Foroutan, Masoud (58948371300) ;Fukumoto, Takeshi (26531100300) ;Gaal, Peter Andras (55966171600) ;Gaihre, Santosh (36503840700) ;Gardner, William M (57204566870) ;Garg, Tushar (57681919400) ;Obsa, Abera Getachew (57221609252) ;Ghafourifard, Mansour (57193420915) ;Ghashghaee, Ahmad (57194174020) ;Ghith, Nermin (55249750100) ;Gilani, Syed Amir (37008269900) ;Gill, Paramjit Singh (7202766660) ;Goharinezhad, Salime (56731088600) ;Golechha, Mahaveer (36006347600) ;Guadamuz, Jenny S (57191321779) ;Guo, Yuming (55712472800) ;Gupta, Rajat Das (57215122060) ;Gupta, Rajeev (55705295300) ;Gupta, Vivek Kumar (35073936800) ;Gupta, Veer Bala (57194978364) ;Hamiduzzaman, Mohammad (57201153688) ;Hanif, Asif (55360052800) ;Haro, Josep Maria (57215877903) ;Hasaballah, Ahmed I (56002305300) ;Hasan, Md Mehedi (57213529757) ;Hasan, M Tasdik (57798246500) ;Hashi, Abdiwahab (57193562090) ;Hay, Simon I (7101875313) ;Hayat, Khezar (57219918947) ;Heidari, Mohammad (56494430400) ;Heidari, Golnaz (57218883864) ;Henry, Nathaniel J (57196076616) ;Herteliu, Claudiu (26035943100) ;Holla, Ramesh (55270371800) ;Hossain, Sahadat (57188667199) ;Hossain, Sheikh Jamal (57212734709) ;Hossain, Mohammad Bellal Hossain (36028425500) ;Hosseinzadeh, Mehdi (57201880569) ;Hostiuc, Sorin (24829099800) ;Hoveidamanesh, Soodabeh (57201943166) ;Hsieh, Vivian Chia-Rong (55368127500) ;Hu, Guoqing (57218106596) ;Huang, Junjie (57199198962) ;Huda, M Mamun (36501626400) ;Ifeagwu, Susan C (58406883300) ;Ikuta, Kevin S (57211541916) ;Ilesanmi, Olayinka Stephen (54782692800) ;Irvani, Seyed Sina Naghibi (57202975543) ;Islam, Rakibul M (57205202128) ;Islam, Sheikh Mohammed Shariful (56400111100) ;Ismail, Nahlah Elkudssiah (57885381900) ;Iso, Hiroyasu (35227393400) ;Isola, Gaetano (25825125500) ;Itumalla, Ramaiah (57212472658) ;Iwagami, Masao (54381883100) ;Jahani, Mohammad Ali (56091589300) ;Jahanmehr, Nader (57203122718) ;Jain, Rajesh (57216728875) ;Jakovljevic, Mihajlo (14318929700) ;Janodia, Manthan Dilipkumar (12791073000) ;Jayapal, Sathish Kumar (57202019648) ;Jayaram, Shubha (57221589240) ;Jha, Ravi Prakash (58586863400) ;Jonas, Jost B (7202492953) ;Joo, Tamas (57214777013) ;Joseph, Nitin (35292547200) ;Jürisson, Mikk (55547524800) ;Kabir, Ali (23050698400) ;Kalankesh, Leila R (12796418600) ;Kalhor, Rohollah (55670548600) ;Kamath, Aruna M (57204215390) ;Kamenov, Kaloyan (56242269700) ;Kandel, Himal (57226834655) ;Kantar, Rami S (56719718400) ;Kapoor, Neeti (56340726700) ;Karanikolos, Marina (45961091300) ;Katikireddi, Srinivasa Vittal (6508254091) ;Kavetskyy, Taras (57220358576) ;Kawakami, Norito (35377339000) ;Kayode, Gbenga A (53463867400) ;Keikavoosi-Arani, Leila (58630116900) ;Keykhaei, Mohammad (57208162861) ;Khader, Yousef Saleh (55654192600) ;Khajuria, Himanshu (56639982500) ;Khalilov, Rovshan (57193308858) ;Khammarnia, Mohammad (55804349000) ;Khan, Md Nuruzzaman (57209404949) ;Khan, Moien A B (57209800900) ;Khan, Maseer (57215721758) ;Khezeli, Mehdi (57192816879) ;Kim, Min Seo (57203591936) ;Kim, Yun Jin (57211086375) ;Kisa, Sezer (14030019900) ;Kisa, Adnan (6603346067) ;Klymchuk, Vitalii (57221758551) ;Koly, Kamrun Nahar (57217036585) ;Korzh, Oleksii (7004882843) ;Kosen, Soewarta (57211346192) ;Koul, Parvaiz A (14022262900) ;Defo, Barthelemy Kuate (6602271655) ;Kumar, G Anil (57139550500) ;Kusuma, Dian (57190047530) ;Kyu, Hmwe Hmwe (57217040073) ;Larsson, Anders O (56381985300) ;Lasrado, Savita (36632480900) ;Lee, Wei-Chen (57394248700) ;Lee, Yo Han (57193632340) ;Lee, Chiachi Bonnie (56101115800) ;Li, Shanshan (57216631901) ;Lucchetti, Giancarlo (35790096500) ;Mahajan, Preetam Bhalchandra (57168727200) ;Majeed, Azeem (57217722657) ;Makki, Alaa (57224607101) ;Malekzadeh, Reza (7005197760) ;Malik, Ahmad Azam (57198682313) ;Malta, Deborah Carvalho (15835283500) ;Mansournia, Mohammad Ali (34570618600) ;Mantovani, Lorenzo Giovanni (7006357517) ;Martinez-Valle, Adolfo (7006099775) ;Martins-Melo, Francisco Rogerlândio (57204796807) ;Masoumi, Seyedeh Zahra (55769011500) ;Mathur, Manu Raj (55270329300) ;Maude, Richard James (25625222500) ;Maulik, Pallab K (7005919685) ;McKee, Martin (7202304775) ;Mendoza, Walter (57216905642) ;Menezes, Ritesh G (55517099900) ;Mensah, George A (57196028147) ;Meretoja, Atte (12775885500) ;Meretoja, Tuomo J (57219008708) ;Mestrovic, Tomislav (6507240107) ;Michalek, Irmina Maria (56982945900) ;Mirrakhimov, Erkin M (57508336100) ;Misganaw, Awoke (57202808713) ;Misra, Sanjeev (35501005200) ;Moazen, Babak (57204324006) ;Mohammadi, Mokhtar (57188972365) ;Mohammed, Shafiu (57838689000) ;Moitra, Modhurima (57191962343) ;Mokdad, Ali H (7004813962) ;Molokhia, Mariam (7004121920) ;Monasta, Lorenzo (7801520497) ;Moni, Mohammad Ali (35119094400) ;Moradi, Ghobad (48161434000) ;Moreira, Rafael Silveira (57819635000) ;Mosser, Jonathan F (56111776300) ;Mostafavi, Ebrahim (57440829200) ;Mouodi, Simin (55372646500) ;Nagarajan, Ahamarshan Jayaraman (57204562074) ;Nagata, Chie (50061824800) ;Naghavi, Mohsen (57207906323) ;Nangia, Vinay (57201490837) ;Swamy, Sreenivas Narasimha (57222706843) ;Narayana, Aparna Ichalangod (26530691100) ;Nascimento, Bruno Ramos (14424406800) ;Nassereldine, Hasan (57226192220) ;Nayak, Biswa Prakash (56639942500) ;Nazari, Javad (57207759174) ;Negoi, Ionut (57200640014) ;Nepal, Samata (56549676600) ;Kandel, Sandhya Neupane (57222966618) ;Ngunjiri, Josephine W (57195296110) ;Nguyen, Huong Lan Thi (57226837406) ;Nguyen, Cuong Tat (56531347200) ;Ningrum, Dina Nur Anggraini (57195329470) ;Noubiap, Jean Jacques (55490374000) ;Oancea, Bogdan (26658614800) ;Oghenetega, Onome Bright (57216588908) ;Oh, In-Hwan (57204090669) ;Olagunju, Andrew T (26029995700) ;Olakunde, Babayemi Oluwaseun (55251697700) ;Bali, Ahmed Omar (57201273344) ;Omer, Emad (57227106800) ;Onwujekwe, Obinna E (7003992855) ;Otoiu, Adrian (56375694100) ;Padubidri, Jagadish Rao (58295062300) ;Palladino, Raffaele (57215205417) ;Pana, Adrian (57191837583) ;Panda-Jonas, Songhomitra (6603112353) ;Pandi-Perumal, Seithikurippu R (7801638271) ;Pardhan, Shahina (7003706887) ;Pasupula, Deepak Kumar (57196471042) ;Pathak, Praveen Kumar (27267907300) ;Patton, George C (7102184358) ;Pawar, Shrikant (58594958600) ;Pereira, Jeevan (57218878130) ;Pilania, Manju (55372464500) ;Piroozi, Bakhtiar (57188976684) ;Podder, Vivek (57201487580) ;Pokhrel, Khem Narayan (57189445377) ;Postma, Maarten J (7006296502) ;Prada, Sergio I (55259772200) ;Syed, Zahiruddin Quazi (36337182700) ;Rabiee, Navid (57201008317) ;Radhakrishnan, Raghu Anekal (7103113006) ;Rahman, Md. Mosfequr (57706424400) ;Rahman, Mosiur (55457953000) ;Rahman, Mahfuzar (35571661300) ;Ur Rahman, Mohammad Hifz (57208867497) ;Rahmani, Amir Masoud (57204588830) ;Ranabhat, Chhabi Lal (56719695500) ;Rao, Chythra R (35771430100) ;Rao, Sowmya J (57195423591) ;Rasella, Davide (36184697300) ;Rawaf, Salman (6602475959) ;Rawaf, David Laith (57209228052) ;Rawal, Lal (37262106500) ;Renzaho, Andre M N (6505786588) ;Reshmi, Bhageerathy (58925604800) ;Resnikoff, Serge (7006012071) ;Rezapour, Aziz (55548281300) ;Riahi, Seyed Mohammad (57193205976) ;Ripon, Rezaul Karim (57219948722) ;Sacco, Simona (55751819500) ;Sadeghi, Masoumeh (35516248000) ;Saeed, Umar (36612315100) ;Sahebkar, Amirhossein (26639699900) ;Sahiledengle, Biniyam (57204583027) ;Sahoo, Harihar (44462008100) ;Sahu, Maitreyi (57216341277) ;Salama, Joseph S (57202975625) ;Salamati, Payman (14045860600) ;Samy, Abdallah M (36973661300) ;Sanabria, Juan (57226829732) ;Santric-Milicevic, Milena M (57211144346) ;Sathian, Brijesh (27467953500) ;Sawhney, Monika (57217153893) ;Schmidt, Maria Inês (7404398885) ;Seidu, Abdul-Aziz (57200383297) ;Sepanlou, Sadaf G (36248136000) ;Seylani, Allen (57222325334) ;Shaikh, Masood Ali (57203122601) ;Sheikh, Aziz (7202522962) ;Shetty, Adithi (57315189400) ;Shigematsu, Mika (23968093000) ;Shiri, Rahman (57200737050) ;Shivakumar, K.M. (57221603938) ;Shokri, Azad (57192161989) ;Singh, Jasvinder A (7404421736) ;Sinha, Dhirendra Narain (7201637609) ;Skryabin, Valentin Yurievich (57226830981) ;Skryabina, Anna Aleksandrovna (57218875198) ;Sofi-Mahmudi, Ahmad (57216854132) ;Sousa, Raúl A R C (57218215064) ;Stephens, Jacqueline H (57222523979) ;Sun, Jing (55547135859) ;Szócska, Miklós (13410278600) ;Tabarés-Seisdedos, Rafael (6602981102) ;Tadbiri, Hooman (57138410000) ;Tamiru, Animut Tagele (57218877788) ;Thankappan, Kavumpurathu Raman (57202955435) ;Topor-Madry, Roman (57211182892) ;Tovani-Palone, Marcos Roberto (56644977900) ;Tran, Mai Thi Ngoc (57225047867) ;Tran, Bach Xuan (57209107515) ;Tripathi, Niharika (55816015000) ;Tripathy, Jaya Prasad (55290251600) ;Troeger, Christopher E (57195223624) ;Uezono, Deinzel Robles (57211025059) ;Ullah, Saif (57219395828) ;Ullah, Anayat (57215320706) ;Unnikrishnan, Bhaskaran (12790012100) ;Vacante, Marco (23037085900) ;Tahbaz, Sahel Valadan (57216154072) ;Valdez, Pascual R (57202115577) ;Vasic, Milena (6506419355) ;Veroux, Massimiliano (7003920425) ;Vervoort, Dominique (57202385503) ;Violante, Francesco S (7003555890) ;Vladimirov, Sergey Konstantinovitch (57195959162) ;Vlassov, Vasily (57211633239) ;Vo, Bay (35147075900) ;Waheed, Yasir (35303643700) ;Wamai, Richard G (23969762700) ;Wang, Yuan-Pang (8576812100) ;Wang, Yanzhong (59417336500) ;Ward, Paul (7402101951) ;Wiangkham, Taweewat (56829456300) ;Yadav, Lalit (57211483937) ;Jabbari, Seyed Hossein Yahyazadeh (57207954055) ;Yamagishi, Kazumasa (35231751500) ;Yaya, Sanni (55191139800) ;Yazdi-Feyzabadi, Vahid (56017415700) ;Yi, Siyan (16837551600) ;Yiǧit, Vahit (57222328239) ;Yonemoto, Naohiro (57204947657) ;Younis, Mustafa Z (8549393000) ;Yu, Chuanhua (57208140344) ;Yunusa, Ismaeel (57202137670) ;Zaman, Sojib Bin (57193070058) ;Zastrozhin, Mikhail Sergeevich (56728932200) ;Zhang, Zhi-Jiang (56068578400) ;Zhong, Chenwen (59289905900) ;Zuniga, Yves Miel H (57194979049) ;Lim, Stephen S (57201800433) ;Murray, Christopher J L (57224556036)Lozano, Rafael (57570224000)Background: Health-care needs change throughout the life course. It is thus crucial to assess whether health systems provide access to quality health care for all ages. Drawing from the Global Burden of Diseases, Injuries, and Risk Factors Study 2019 (GBD 2019), we measured the Healthcare Access and Quality (HAQ) Index overall and for select age groups in 204 locations from 1990 to 2019. Methods: We distinguished the overall HAQ Index (ages 0–74 years) from scores for select age groups: the young (ages 0–14 years), working (ages 15–64 years), and post-working (ages 65–74 years) groups. For GBD 2019, HAQ Index construction methods were updated to use the arithmetic mean of scaled mortality-to-incidence ratios (MIRs) and risk-standardised death rates (RSDRs) for 32 causes of death that should not occur in the presence of timely, quality health care. Across locations and years, MIRs and RSDRs were scaled from 0 (worst) to 100 (best) separately, putting the HAQ Index on a different relative scale for each age group. We estimated absolute convergence for each group on the basis of whether the HAQ Index grew faster in absolute terms between 1990 and 2019 in countries with lower 1990 HAQ Index scores than countries with higher 1990 HAQ Index scores and by Socio-demographic Index (SDI) quintile. SDI is a summary metric of overall development. Findings: Between 1990 and 2019, the HAQ Index increased overall (by 19·6 points, 95% uncertainty interval 17·9–21·3), as well as among the young (22·5, 19·9–24·7), working (17·2, 15·2–19·1), and post-working (15·1, 13·2–17·0) age groups. Large differences in HAQ Index scores were present across SDI levels in 2019, with the overall index ranging from 30·7 (28·6–33·0) on average in low-SDI countries to 83·4 (82·4–84·3) on average in high-SDI countries. Similarly large ranges between low-SDI and high-SDI countries, respectively, were estimated in the HAQ Index for the young (40·4–89·0), working (33·8–82·8), and post-working (30·4–79·1) groups. Absolute convergence in HAQ Index was estimated in the young group only. In contrast, divergence was estimated among the working and post-working groups, driven by slow progress in low-SDI countries. Interpretation: Although major gaps remain across levels of social and economic development, convergence in the young group is an encouraging sign of reduced disparities in health-care access and quality. However, divergence in the working and post-working groups indicates that health-care access and quality is lagging at lower levels of social and economic development. To meet the needs of ageing populations, health systems need to improve health-care access and quality for working-age adults and older populations while continuing to realise gains among the young. Funding: Bill & Melinda Gates Foundation. © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license - Some of the metrics are blocked by yourconsent settings
Publication 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(2015) ;Murray, Christopher J. L. (57224556036) ;Barber, Ryan M. (57202560423) ;Foreman, Kyle J. (57209064414) ;Ozgoren, Ayse Abbasoglu (59158236200) ;Abd-Allah, Foad (36503428900) ;Abera, Semaw F. (57205180598) ;Aboyans, Victor (56214736500) ;Abraham, Jerry P. (57203894879) ;Abubakar, Ibrahim (57220174401) ;Abu-Raddad, Laith J. (14032724700) ;Abu-Rmeileh, Niveen M. (57216675148) ;Achoki, Tom (57202561099) ;Ackerman, Ilana N. (8925517400) ;Ademi, Zanfina (32867460300) ;Adou, Arsène K. (56531895000) ;Adsuar, José C. (21738958900) ;Afshin, Ashkan (57217465455) ;Agardh, Emilie E. (57202373873) ;Alam, Sayed Saidul (56809534300) ;Alasfoor, Deena (57211114684) ;Albittar, Mohammed I. (56276571900) ;Alegretti, Miguel A. (56276408300) ;Alemu, Zewdie A. (57202557784) ;Alfonso-Cristancho, Rafael (57202558344) ;Alhabib, Samia (57194933167) ;Ali, Raghib (57196506541) ;Alla, François (6701580827) ;Allebeck, Peter (7005187575) ;Almazroa, Mohammad A. (57216108934) ;Alsharif, Ubai (57211633255) ;Alvarez, Elena (57216675106) ;Alvis-Guzman, Nelson (57210741239) ;Amare, Azmeraw T. (57202220009) ;Ameh, Emmanuel A. (7006356993) ;Amini, Heresh (57202568400) ;Ammar, Walid (57208159281) ;Anderson, H. Ross (7402166391) ;Anderson, Benjamin O. (22937050900) ;Antonio, Carl Abelardo T. (55247644500) ;Anwari, Palwasha (57217465526) ;Arnlöv, Johan (6602512227) ;Arsenijevic, Valentina S. Arsic (58294830000) ;Artaman, Al (57217223811) ;Asghar, Rana J. (57209013760) ;Assadi, Reza (57203677411) ;Atkins, Lydia S. (56132848600) ;Avila, Marco A. (36624972300) ;Awuah, Baffour (12779547800) ;Bachman, Victoria F. (57218330920) ;Badawi, Alaa (57216776029) ;Bahit, Maria C. 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(7401455668)Vos, Theo (57223885848)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-specific 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-specific 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 quantified 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 age-standardised DALY rates declined during the same period. From 2005 to 2013, the number of DALYs increased for most specific 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 five 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 deficiencies; 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-specific 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-specific assessments of DALYs and HALE to appropriately inform health policy decisions and attendant actions. © 2015 Elsevier Ltd. - Some of the metrics are blocked by yourconsent settings
Publication Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990-2013: A systematic analysis for the Global Burden of Disease Study 2013(2015) ;Vos, Theo (57223885848) ;Barber, Ryan M. (57202560423) ;Bell, Brad (57191846370) ;Bertozzi-Villa, Amelia (57192900191) ;Biryukov, Stan (57195296731) ;Bolliger, Ian (57202568683) ;Charlson, Fiona (57191632086) ;Davis, Adrian (7404296836) ;Degenhardt, Louisa (7004040033) ;Dicker, Daniel (57196026676) ;Duan, Leilei (56150781400) ;Erskine, Holly (57202798676) ;Feigin, Valery L. (57203677957) ;Ferrari, Alize J. (57195348907) ;Fitzmaurice, Christina (57212628757) ;Fleming, Thomas (57222727747) ;Graetz, Nicholas (56276346000) ;Guinovart, Caterina (23024511900) ;Haagsma, Juanita (57202571125) ;Hansen, Gillian M. (57202959410) ;Hanson, Sarah Wulf (57212263269) ;Heuton, Kyle R. 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(8222114200) ;Velasquez-Melendez, Gustavo (6701742027) ;Venketasubramanian, Narayanaswamy (56804702100) ;Vijayakumar, Lakshmi (57202973343) ;Villalpando, Salvador (7005159171) ;Violante, Francesco S. (7003555890) ;Vlassov, Vasiliy V. (57211633239) ;Waller, Stephen (57201445180) ;Wallin, Mitchell T. (57201573668) ;Wan, Xia (57197110584) ;Wang, Linhong (59088832100) ;Wang, Jianli (9250575900) ;Wang, Yanping (57215440165) ;Warouw, Tati S. (57202569029) ;Weichenthal, Scott (57202555239) ;Weiderpass, Elisabete (57205018947) ;Weintraub, Robert G. (7006079405) ;Werdecker, Andrea (57208964895) ;Wessells, K. Ryan (22936372700) ;Westerman, Ronny (57218361023) ;Wilkinson, James D. (57207903571) ;Williams, Hywel C. (23500447000) ;Williams, Thomas N. (35430527200) ;Woldeyohannes, Solomon M. (57195461619) ;Wolfe, Charles D.A. (57202754705) ;Wong, John Q. (56491997300) ;Wong, Haidong (56809533300) ;Woolf, Anthony D. (7102882171) ;Wright, Jonathan L. (55483255900) ;Wurtz, Brittany (57202555477) ;Xu, Gelin (14049536200) ;Yang, Gonghuan (57203587368) ;Yano, Yuichiro (57196965200) ;Yenesew, Muluken A. (39361108000) ;Yentur, Gokalp K. (57211728019) ;Yip, Paul (7102503720) ;Yonemoto, Naohiro (57204947657) ;Yoon, Seok-Jun (24823148900) ;Younis, Mustafa (8549393000) ;Yu, Chuanhua (57201889726) ;Kim, Kim Yun (56809537500) ;Zaki, Maysaa El Sayed (57203666922) ;Zhang, Yong (59821743000) ;Zhao, Zheng (57221109851) ;Zhao, Yong (59798995400) ;Zhu, Jun (56215097100) ;Zonies, David (6507066392) ;Zunt, Joseph R. (6602746216) ;Salomon, Joshua A. (56745638600)Murray, Christopher J.L. (55481130700)Background Up-to-date evidence about levels and trends in disease and injury incidence, prevalence, and years lived with disability (YLDs) is an essential input into global, regional, and national health policies. In the Global Burden of Disease Study 2013 (GBD 2013), we estimated these quantities for acute and chronic diseases and injuries for 188 countries between 1990 and 2013. Methods Estimates were calculated for disease and injury incidence, prevalence, and YLDs using GBD 2010 methods with some important refinements. Results for incidence of acute disorders and prevalence of chronic disorders are new additions to the analysis. Key improvements include expansion to the cause and sequelae list, updated systematic reviews, use of detailed injury codes, improvements to the Bayesian meta-regression method (DisMod-MR), and use of severity splits for various causes. An index of data representativeness, showing data availability, was calculated for each cause and impairment during three periods globally and at the country level for 2013. In total, 35 620 distinct sources of data were used and documented to calculated estimates for 301 diseases and injuries and 2337 sequelae. The comorbidity simulation provides estimates for the number of sequelae, concurrently, by individuals by country, year, age, and sex. Disability weights were updated with the addition of new population-based survey data from four countries. Findings Disease and injury were highly prevalent; only a small fraction of individuals had no sequelae. Comorbidity rose substantially with age and in absolute terms from 1990 to 2013. Incidence of acute sequelae were predominantly infectious diseases and short-term injuries, with over 2 billion cases of upper respiratory infections and diarrhoeal disease episodes in 2013, with the notable exception of tooth pain due to permanent caries with more than 200 million incident cases in 2013. Conversely, leading chronic sequelae were largely attributable to non-communicable diseases, with prevalence estimates for asymptomatic permanent caries and tension-type headache of 2·4 billion and 1·6 billion, respectively. The distribution of the number of sequelae in populations varied widely across regions, with an expected relation between age and disease prevalence. YLDs for both sexes increased from 537·6 million in 1990 to 764·8 million in 2013 due to population growth and ageing, whereas the age-standardised rate decreased little from 114·87 per 1000 people to 110·31 per 1000 people between 1990 and 2013. Leading causes of YLDs included low back pain and major depressive disorder among the top ten causes of YLDs in every country. YLD rates per person, by major cause groups, indicated the main drivers of increases were due to musculoskeletal, mental, and substance use disorders, neurological disorders, and chronic respiratory diseases; however HIV/AIDS was a notable driver of increasing YLDs in sub-Saharan Africa. Also, the proportion of disability-adjusted life years due to YLDs increased globally from 21·1% in 1990 to 31·2% in 2013. Interpretation Ageing of the world's population is leading to a substantial increase in the numbers of individuals with sequelae of diseases and injuries. Rates of YLDs are declining much more slowly than mortality rates. The non-fatal dimensions of disease and injury will require more and more attention from health systems. The transition to non-fatal outcomes as the dominant source of burden of disease is occurring rapidly outside of sub-Saharan Africa. Our results can guide future health initiatives through examination of epidemiological trends and a better understanding of variation across countries. © 2015 Elsevier Ltd. - Some of the metrics are blocked by yourconsent settings
Publication Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016(2017) ;Vos, Theo (57223885848) ;Abajobir, Amanuel Alemu (57203613441) ;Abbafati, Cristiana (54917122400) ;Abbas, Kaja M. (57190285707) ;Abate, Kalkidan Hassen (57207943858) ;Abd-Allah, Foad (36503428900) ;Abdulle, Abdishakur M. (6603592018) ;Abebo, Teshome Abuka (57195738441) ;Abera, Semaw Ferede (57205180598) ;Aboyans, Victor (56214736500) ;Abu-Raddad, Laith J. (14032724700) ;Ackerman, Ilana N. (8925517400) ;Adamu, Abdu Abdullahi (57202024381) ;Adetokunboh, Olatunji (56598104300) ;Afarideh, Mohsen (56227034300) ;Afshin, Ashkan (57217465455) ;Agarwal, Sanjay Kumar (7403190321) ;Aggarwal, Rakesh (7203024985) ;Agrawal, Anurag (35214460700) ;Agrawal, Sutapa (57202841733) ;Ahmad Kiadaliri, Aliasghar (57199100665) ;Ahmadieh, Hamid (57203677679) ;Ahmed, Muktar Beshir (57207802317) ;Aichour, Amani Nidhal (57195486768) ;Aichour, Ibtihel (57195485980) ;Aichour, Miloud Taki Eddine (57195488258) ;Aiyar, Sneha (57216813717) ;Akinyemi, Rufus Olusola (25633566800) ;Akseer, Nadia (57207801968) ;Al Lami, Faris Hasan (57200737005) ;Alahdab, Fares (55135922900) ;Al-Aly, Ziyad (9738161500) ;Alam, Khurshid (57203681299) ;Alam, Noore (57202437697) ;Alam, Tahiya (57205589820) ;Alasfoor, Deena (57192936248) ;Alene, Kefyalew Addis (57202583764) ;Ali, Raghib (57196506541) ;Alizadeh-Navaei, Reza (36024974700) ;Alkerwi, Ala'a (57197724313) ;Alla, François (6701580827) ;Allebeck, Peter (7005187575) ;Allen, Christine (57200170678) ;Al-Maskari, Fatma (25824744400) ;Al-Raddadi, Rajaa (57219673720) ;Alsharif, Ubai (57211633255) ;Alsowaidi, Shirina (26867516400) ;Altirkawi, Khalid A. 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(57195959162) ;Vlassov, Vasiliy Victorovich (57211633239) ;Vollset, Stein Emil (57196315778) ;Wadilo, Fiseha (57194049305) ;Wakayo, Tolassa (57205609717) ;Wang, Yuan-Pang (8576812100) ;Weaver, Marcia (7201548872) ;Weichenthal, Scott (57202555239) ;Weiderpass, Elisabete (57205018947) ;Weintraub, Robert G. (7006079405) ;Werdecker, Andrea (57208964895) ;Westerman, Ronny (57218361023) ;Whiteford, Harvey A. (55906494000) ;Wijeratne, Tissa (14051317700) ;Wiysonge, Charles Shey (6507441509) ;Wolfe, Charles D.A. (57202754705) ;Woodbrook, Rachel (57200298006) ;Woolf, Anthony D. (7102882171) ;Workicho, Abdulhalik (56720337100) ;Wulf Hanson, Sarah (57212263269) ;Xavier, Denis (55403963100) ;Xu, Gelin (57203583113) ;Yadgir, Simon (57192837280) ;Yaghoubi, Mohsen (56402926900) ;Yakob, Bereket (57203811497) ;Yan, Lijing L. (35933756700) ;Yano, Yuichiro (57196965200) ;Ye, Pengpeng (57202839295) ;Yimam, Hassen Hamid (57196325590) ;Yip, Paul (7102503720) ;Yonemoto, Naohiro (57204947657) ;Yoon, Seok-Jun (24823148900) ;Yotebieng, Marcel (26325950800) ;Younis, Mustafa Z. (8549393000) ;Zaidi, Zoubida (57197376721) ;Zaki, Maysaa El Sayed (57203666922) ;Zegeye, Elias Asfaw (57209171278) ;Zenebe, Zerihun Menlkalew (57200737185) ;Zhang, Xueying (56283378700) ;Zhou, Maigeng (57054557200) ;Zipkin, Ben (57200737130) ;Zodpey, Sanjay (7003415080) ;Zuhlke, Liesl Joanna (57209027746)Murray, Christopher J.L. (55481130700)Background As mortality rates decline, life expectancy increases, and populations age, non-fatal outcomes of diseases and injuries are becoming a larger component of the global burden of disease. The Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of prevalence, incidence, and years lived with disability (YLDs) for 328 causes in 195 countries and territories from 1990 to 2016. Methods We estimated prevalence and incidence for 328 diseases and injuries and 2982 sequelae, their non-fatal consequences. We used DisMod-MR 2.1, a Bayesian meta-regression tool, as the main method of estimation, ensuring consistency between incidence, prevalence, remission, and cause of death rates for each condition. For some causes, we used alternative modelling strategies if incidence or prevalence needed to be derived from other data. YLDs were estimated as the product of prevalence and a disability weight for all mutually exclusive sequelae, corrected for comorbidity and aggregated to cause level. We updated the Socio-demographic Index (SDI), a summary indicator of income per capita, years of schooling, and total fertility rate. GBD 2016 complies with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER). Findings Globally, low back pain, migraine, age-related and other hearing loss, iron-deficiency anaemia, and major depressive disorder were the five leading causes of YLDs in 2016, contributing 57·6 million (95% uncertainty interval [UI] 40·8-75·9 million [7·2%, 6·0-8·3]), 45·1 million (29·0-62·8 million [5·6%, 4·0-7·2]), 36·3 million (25·3-50·9 million [4·5%, 3·8-5·3]), 34·7 million (23·0-49·6 million [4·3%, 3·5-5·2]), and 34·1 million (23·5-46·0 million [4·2%, 3·2-5·3]) of total YLDs, respectively. Age-standardised rates of YLDs for all causes combined decreased between 1990 and 2016 by 2·7% (95% UI 2·3-3·1). Despite mostly stagnant age-standardised rates, the absolute number of YLDs from non-communicable diseases has been growing rapidly across all SDI quintiles, partly because of population growth, but also the ageing of populations. The largest absolute increases in total numbers of YLDs globally were between the ages of 40 and 69 years. Age-standardised YLD rates for all conditions combined were 10·4% (95% UI 9·0-11·8) higher in women than in men. Iron-deficiency anaemia, migraine, Alzheimer's disease and other dementias, major depressive disorder, anxiety, and all musculoskeletal disorders apart from gout were the main conditions contributing to higher YLD rates in women. Men had higher age-standardised rates of substance use disorders, diabetes, cardiovascular diseases, cancers, and all injuries apart from sexual violence. Globally, we noted much less geographical variation in disability than has been documented for premature mortality. In 2016, there was a less than two times difference in age-standardised YLD rates for all causes between the location with the lowest rate (China, 9201 YLDs per 100 000, 95% UI 6862-11943) and highest rate (Yemen, 14 774 YLDs per 100 000, 11 018-19 228). Interpretation The decrease in death rates since 1990 for most causes has not been matched by a similar decline in age-standardised YLD rates. For many large causes, YLD rates have either been stagnant or have increased for some causes, such as diabetes. As populations are ageing, and the prevalence of disabling disease generally increases steeply with age, health systems will face increasing demand for services that are generally costlier than the interventions that have led to declines in mortality in childhood or for the major causes of mortality in adults. Up-todate information about the trends of disease and how this varies between countries is essential to plan for an adequate health-system response. © The Author(s). Published by Elsevier Ltd. - Some of the metrics are blocked by yourconsent settings
Publication Global, regional, and national progress towards Sustainable Development Goal 3.2 for neonatal and child health: all-cause and cause-specific mortality findings from the Global Burden of Disease Study 2019(2021) ;Paulson, Katherine R. (57203437789) ;Kamath, Aruna M. (57204215390) ;Alam, Tahiya (57205589820) ;Bienhoff, Kelly (57201959866) ;Abady, Gdiom Gebreheat (57200315798) ;Abbas, Jaffar (57217776454) ;Abbasi-Kangevari, Mohsen (57193543882) ;Abbastabar, Hedayat (57212441848) ;Abd-Allah, Foad (36503428900) ;Abd-Elsalam, Sherief M. (57189845325) ;Abdoli, Amir (59421084100) ;Abedi, Aidin (56673854800) ;Abolhassani, Hassan (58597704600) ;Abreu, Lucas Guimarães (55937631400) ;Abu-Gharbieh, Eman (24586714800) ;Abu-Rmeileh, Niveen M. E. (57216675148) ;Abushouk, Abdelrahman I. (57191479876) ;Adamu, Aishatu L. (57193426164) ;Adebayo, Oladimeji M. (57194329853) ;Adegbosin, Adeyinka Emmanuel (57209216298) ;Adekanmbi, Victor (53463192900) ;Adetokunboh, Olatunji O. 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(57193699787) ;Wiysonge, Charles Shey (6507441509) ;Wu, Ai-Min (57203702647) ;Wu, Chenkai (57188764904) ;Xie, Yang (57218877069) ;Jabbari, Seyed Hossein Yahyazadeh (57207954055) ;Yamagishi, Kazumasa (35231751500) ;Yandrapalli, Srikanth (56512389300) ;Yaya, Sanni (55191139800) ;Yazdi-Feyzabadi, Vahid (56017415700) ;Yip, Paul (7102503720) ;Yonemoto, Naohiro (57204947657) ;Yoon, Seok-Jun (24823148900) ;Younis, Mustafa Z. (8549393000) ;Yousefi, Zabihollah (9743306100) ;Yousefinezhadi, Taraneh (57039201000) ;Yu, Chuanhua (57208140344) ;Yusuf, Sifat Shahana (56478251200) ;Zaidi, Syed Saoud (57218882927) ;Zaman, Sojib Bin (57193070058) ;Zamani, Mohammad (59866744200) ;Zamanian, Maryam (57201292465) ;Zastrozhin, Mikhail Sergeevich (56728932200) ;Zastrozhina, Anasthasia (57210832491) ;Zhang, Yunquan (56568510200) ;Zhang, Zhi-Jiang (56068578400) ;Zhao, Xiu-Ju George (8360350900) ;Ziapour, Arash (57202571078) ;Hay, Simon I. (7101875313) ;Murray, Christopher J.L. (57224556036) ;Wang, Haidong (16507828100)Kassebaum, Nicholas J. (57202562224)Background: Sustainable Development Goal 3.2 has targeted elimination of preventable child mortality, reduction of neonatal death to less than 12 per 1000 livebirths, and reduction of death of children younger than 5 years to less than 25 per 1000 livebirths, for each country by 2030. To understand current rates, recent trends, and potential trajectories of child mortality for the next decade, we present the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 findings for all-cause mortality and cause-specific mortality in children younger than 5 years of age, with multiple scenarios for child mortality in 2030 that include the consideration of potential effects of COVID-19, and a novel framework for quantifying optimal child survival. Methods: We completed all-cause mortality and cause-specific mortality analyses from 204 countries and territories for detailed age groups separately, with aggregated mortality probabilities per 1000 livebirths computed for neonatal mortality rate (NMR) and under-5 mortality rate (U5MR). Scenarios for 2030 represent different potential trajectories, notably including potential effects of the COVID-19 pandemic and the potential impact of improvements preferentially targeting neonatal survival. Optimal child survival metrics were developed by age, sex, and cause of death across all GBD location-years. The first metric is a global optimum and is based on the lowest observed mortality, and the second is a survival potential frontier that is based on stochastic frontier analysis of observed mortality and Healthcare Access and Quality Index. Findings: Global U5MR decreased from 71·2 deaths per 1000 livebirths (95% uncertainty interval [UI] 68·3–74·0) in 2000 to 37·1 (33·2–41·7) in 2019 while global NMR correspondingly declined more slowly from 28·0 deaths per 1000 live births (26·8–29·5) in 2000 to 17·9 (16·3–19·8) in 2019. In 2019, 136 (67%) of 204 countries had a U5MR at or below the SDG 3.2 threshold and 133 (65%) had an NMR at or below the SDG 3.2 threshold, and the reference scenario suggests that by 2030, 154 (75%) of all countries could meet the U5MR targets, and 139 (68%) could meet the NMR targets. Deaths of children younger than 5 years totalled 9·65 million (95% UI 9·05–10·30) in 2000 and 5·05 million (4·27–6·02) in 2019, with the neonatal fraction of these deaths increasing from 39% (3·76 million [95% UI 3·53–4·02]) in 2000 to 48% (2·42 million; 2·06–2·86) in 2019. NMR and U5MR were generally higher in males than in females, although there was no statistically significant difference at the global level. Neonatal disorders remained the leading cause of death in children younger than 5 years in 2019, followed by lower respiratory infections, diarrhoeal diseases, congenital birth defects, and malaria. The global optimum analysis suggests NMR could be reduced to as low as 0·80 (95% UI 0·71–0·86) deaths per 1000 livebirths and U5MR to 1·44 (95% UI 1·27–1·58) deaths per 1000 livebirths, and in 2019, there were as many as 1·87 million (95% UI 1·35–2·58; 37% [95% UI 32–43]) of 5·05 million more deaths of children younger than 5 years than the survival potential frontier. Interpretation: Global child mortality declined by almost half between 2000 and 2019, but progress remains slower in neonates and 65 (32%) of 204 countries, mostly in sub-Saharan Africa and south Asia, are not on track to meet either SDG 3.2 target by 2030. Focused improvements in perinatal and newborn care, continued and expanded delivery of essential interventions such as vaccination and infection prevention, an enhanced focus on equity, continued focus on poverty reduction and education, and investment in strengthening health systems across the development spectrum have the potential to substantially improve U5MR. Given the widespread effects of COVID-19, considerable effort will be required to maintain and accelerate progress. Funding: Bill & Melinda Gates Foundation. © 2021 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license - Some of the metrics are blocked by yourconsent settings
Publication Measuring the availability of human resources for health and its relationship to universal health coverage for 204 countries and territories from 1990 to 2019: a systematic analysis for the Global Burden of Disease Study 2019(2022) ;Haakenstad, Annie (56079498000) ;Irvine, Caleb Mackay Salpeter (57203666733) ;Knight, Megan (57218877591) ;Bintz, Corinne (57215013911) ;Aravkin, Aleksandr Y. (35386103000) ;Zheng, Peng (57213707656) ;Gupta, Vin (57209148425) ;Abrigo, Michael R.M. (56018773400) ;Abushouk, Abdelrahman I. (57191479876) ;Adebayo, Oladimeji M. (57194329853) ;Agarwal, Gina (57220151944) ;Alahdab, Fares (55135922900) ;Al-Aly, Ziyad (9738161500) ;Alam, Khurshid (57203681299) ;Alanzi, Turki M. (55978240000) ;Alcalde-Rabanal, Jacqueline Elizabeth (35749450200) ;Alipour, Vahid (56436629300) ;Alvis-Guzman, Nelson (57210741239) ;Amit, Arianna Maever L. (57211322011) ;Andrei, Catalina Liliana (36543507200) ;Andrei, Tudorel (24179349400) ;Antonio, Carl Abelardo T. (55247644500) ;Arabloo, Jalal (57208760927) ;Aremu, Olatunde (57214958833) ;Ayanore, Martin Amogre (57070358300) ;Banach, Maciej (22936699500) ;Bärnighausen, Till Winfried (23011726900) ;Barthelemy, Celine M. (57204563787) ;Bayati, Mohsen (56906776500) ;Benzian, Habib (57195256480) ;Berman, Adam E. (7201959854) ;Bienhoff, Kelly (57201959866) ;Bijani, Ali (23134684900) ;Bikbov, Boris (57219957158) ;Biondi, Antonio (57226837403) ;Boloor, Archith (36192710300) ;Busse, Reinhard (35589070800) ;Butt, Zahid A. (57202522739) ;Cámera, Luis Alberto (7003354253) ;Campos-Nonato, Ismael R. (57203424784) ;Cárdenas, Rosario (57216482927) ;Carvalho, Felix (7103070417) ;Chansa, Collins (24400981500) ;Chattu, Soosanna Kumary (57209796729) ;Chattu, Vijay Kumar (55743746500) ;Chu, Dinh-Toi (56239816300) ;Dai, Xiaochen (57221591169) ;Dandona, Lalit (7007017243) ;Dandona, Rakhi (57203043697) ;Dangel, William James (57219386065) ;Daryani, Ahmad (16021522200) ;De Neve, Jan-Walter (57039962400) ;Dhimal, Meghnath (54941157300) ;Dipeolu, Isaac Oluwafemi (56587933400) ;Djalalinia, Shirin (37113718000) ;Do, Hoa Thi (57201113071) ;Doshi, Chirag P. (58416032700) ;Doshmangir, Leila (44261140600) ;Ehsani-Chimeh, Elham (36107566300) ;El Tantawi, Maha (57214851491) ;Fernandes, Eduarda (34770207500) ;Fischer, Florian (55508208800) ;Foigt, Nataliya A. (57216998893) ;Fomenkov, Artem Alekseevich (57218883661) ;Foroutan, Masoud (58948371300) ;Fukumoto, Takeshi (26531100300) ;Fullman, Nancy (57211064970) ;Gad, Mohamed M. (57203749611) ;Ghadiri, Keyghobad (55409170000) ;Ghafourifard, Mansour (57193420915) ;Ghashghaee, Ahmad (57194174020) ;Glucksman, Thomas (57217082927) ;Goudarzi, Houman (55606092000) ;Gupta, Rajat Das (57215122060) ;Hamadeh, Randah R. (57202769526) ;Hamidi, Samer (24366336000) ;Haro, Josep Maria (57215877903) ;Hasanpoor, Edris (56049728500) ;Hay, Simon I. (7101875313) ;Hegazy, Mohamed I. (35110336200) ;Heibati, Behzad (55341086000) ;Henry, Nathaniel J. (57196076616) ;Hole, Michael K. (57159282400) ;Hossain, Naznin (57195380270) ;Househ, Mowafa (8667908000) ;Ilesanmi, Olayinka Stephen (54782692800) ;Imani-Nasab, Mohammad-Hasan (55913164400) ;Irvani, Seyed Sina Naghibi (57202975543) ;Islam, Sheikh Mohammed Shariful (56400111100) ;Jahani, Mohammad Ali (56091589300) ;Joshi, Ankur (7402453097) ;Kalhor, Rohollah (55670548600) ;Kayode, Gbenga A. (53463867400) ;Khalid, Nauman (57204561542) ;Khatab, Khaled (27267685100) ;Kisa, Adnan (6603346067) ;Kochhar, Sonali (57214107714) ;Krishan, Kewal (57202279708) ;Kuate Defo, Barthelemy (6602271655) ;Lal, Dharmesh Kumar (57222488984) ;Lami, Faris Hasan (57200737005) ;Larsson, Anders O. (56381985300) ;Leasher, Janet L. (57197789738) ;LeGrand, Kate E. (57216789066) ;Lim, Lee-Ling (56988527400) ;Mahotra, Narayan B. (55924241300) ;Majeed, Azeem (7102027801) ;Maleki, Afshin (16402422400) ;Manjunatha, Narayana (16307422500) ;Massenburg, Benjamin Ballard (55859007400) ;Mestrovic, Tomislav (6507240107) ;Mini, G.K. (12800865800) ;Mirica, Andreea (57188983765) ;Mirrakhimov, Erkin M. (57216202888) ;Mohammad, Yousef (6603403710) ;Mohammed, Shafiu (57838689000) ;Mokdad, Ali H. (7004813962) ;Morrison, Shane Douglas (45661573100) ;Naghavi, Mohsen (57207906323) ;Ndwandwe, Duduzile Edith (36612016600) ;Negoi, Ionut (57200640014) ;Negoi, Ruxandra Irina (55566106200) ;Ngunjiri, Josephine W. (57195296110) ;Nguyen, Cuong Tat (56531347200) ;Nigatu, Yeshambel T. (56491170000) ;Onwujekwe, Obinna E. (7003992855) ;Ortega-Altamirano, Doris V. (6505938824) ;Otstavnov, Nikita (57202947262) ;Otstavnov, Stanislav S. (57204561394) ;Owolabi, Mayowa O. (57222581892) ;Pakhare, Abhijit P. (54383993100) ;Pepito, Veincent Christian Filipino (57216890866) ;Perico, Norberto (56481931200) ;Pham, Hai Quang (57217078995) ;Pigott, David M. (55320335600) ;Pokhrel, Khem Narayan (57189445377) ;Rabiee, Mohammad (24587922100) ;Rabiee, Navid (57201008317) ;Rahimi-Movaghar, Vafa (6507646446) ;Rawaf, David Laith (57209228052) ;Rawaf, Salman (6602475959) ;Rawal, Lal (37262106500) ;Remuzzi, Giuseppe (56466188600) ;Renzaho, Andre M.N. (6505786588) ;Resnikoff, Serge (7006012071) ;Rezaei, Nima (57216077273) ;Rezapour, Aziz (55548281300) ;Rickard, Jennifer (56581573500) ;Roever, Leonardo (56641632800) ;Sahu, Maitreyi (57216341277) ;Samy, Abdallah M. (36973661300) ;Sanabria, Juan (57226829732) ;Santric-Milicevic, Milena M. (57211144346) ;Saraswathy, Sivan Yegnanarayana Iyer (57211312277) ;Seedat, Soraya (7003445887) ;Senthilkumaran, Subramanian (36191387000) ;Serván-Mori, Edson (57202594826) ;Shaikh, Masood Ali (57203122601) ;Sheikh, Aziz (7202522962) ;Silva, Diego Augusto Santos (36985158000) ;Stein, Caroline (57196039610) ;Stein, Dan J. (55769747595) ;Titova, Mariya Vladimirovna (57216631666) ;Topp, Stephanie M. (57226202226) ;Tovani-Palone, Marcos Roberto (56644977900) ;Ullah, Saif (57219395828) ;Unnikrishnan, Bhaskaran (12790012100) ;Vacante, Marco (23037085900) ;Valdez, Pascual R. (57202115577) ;Vasankari, Tommi Juhani (57200592416) ;Venketasubramanian, Narayanaswamy (56804702100) ;Vlassov, Vasily (57211633239) ;Vos, Theo (57223885848) ;Yearwood, Jamal Akeem (57202282849) ;Yonemoto, Naohiro (57204947657) ;Younis, Mustafa Z. (8549393000) ;Yu, Chuanhua (57208140344) ;Zadey, Siddhesh (57188589258) ;Zaman, Sojib Bin (57193070058) ;Zerfu, Taddese Alemu (55358278900) ;Zhang, Zhi-Jiang (56068578400) ;Ziapour, Arash (57202571078) ;Zodpey, Sanjay (7003415080) ;Lim, Stephen S. (57201800433) ;Murray, Christopher J.L. (57224556036)Lozano, Rafael (7102198442)Background: Human resources for health (HRH) include a range of occupations that aim to promote or improve human health. The UN Sustainable Development Goals (SDGs) and the WHO Health Workforce 2030 strategy have drawn attention to the importance of HRH for achieving policy priorities such as universal health coverage (UHC). Although previous research has found substantial global disparities in HRH, the absence of comparable cross-national estimates of existing workforces has hindered efforts to quantify workforce requirements to meet health system goals. We aimed to use comparable and standardised data sources to estimate HRH densities globally, and to examine the relationship between a subset of HRH cadres and UHC effective coverage performance. Methods: Through the International Labour Organization and Global Health Data Exchange databases, we identified 1404 country-years of data from labour force surveys and 69 country-years of census data, with detailed microdata on health-related employment. From the WHO National Health Workforce Accounts, we identified 2950 country-years of data. We mapped data from all occupational coding systems to the International Standard Classification of Occupations 1988 (ISCO-88), allowing for standardised estimation of densities for 16 categories of health workers across the full time series. Using data from 1990 to 2019 for 196 of 204 countries and territories, covering seven Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) super-regions and 21 regions, we applied spatiotemporal Gaussian process regression (ST-GPR) to model HRH densities from 1990 to 2019 for all countries and territories. We used stochastic frontier meta-regression to model the relationship between the UHC effective coverage index and densities for the four categories of health workers enumerated in SDG indicator 3.c.1 pertaining to HRH: physicians, nurses and midwives, dentistry personnel, and pharmaceutical personnel. We identified minimum workforce density thresholds required to meet a specified target of 80 out of 100 on the UHC effective coverage index, and quantified national shortages with respect to those minimum thresholds. Findings: We estimated that, in 2019, the world had 104·0 million (95% uncertainty interval 83·5–128·0) health workers, including 12·8 million (9·7–16·6) physicians, 29·8 million (23·3–37·7) nurses and midwives, 4·6 million (3·6–6·0) dentistry personnel, and 5·2 million (4·0–6·7) pharmaceutical personnel. We calculated a global physician density of 16·7 (12·6–21·6) per 10 000 population, and a nurse and midwife density of 38·6 (30·1–48·8) per 10 000 population. We found the GBD super-regions of sub-Saharan Africa, south Asia, and north Africa and the Middle East had the lowest HRH densities. To reach 80 out of 100 on the UHC effective coverage index, we estimated that, per 10 000 population, at least 20·7 physicians, 70·6 nurses and midwives, 8·2 dentistry personnel, and 9·4 pharmaceutical personnel would be needed. In total, the 2019 national health workforces fell short of these minimum thresholds by 6·4 million physicians, 30·6 million nurses and midwives, 3·3 million dentistry personnel, and 2·9 million pharmaceutical personnel. Interpretation: Considerable expansion of the world's health workforce is needed to achieve high levels of UHC effective coverage. The largest shortages are in low-income settings, highlighting the need for increased financing and coordination to train, employ, and retain human resources in the health sector. Actual HRH shortages might be larger than estimated because minimum thresholds for each cadre of health workers are benchmarked on health systems that most efficiently translate human resources into UHC attainment. Funding: Bill & Melinda Gates Foundation. © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
