TY - JOUR
T1 - Assessing performance of the Healthcare Access and Quality Index, overall and by select age groups, for 204 countries and territories, 1990–2019
T2 - a systematic analysis from the Global Burden of Disease Study 2019
AU - GBD 2019 Healthcare Access and Quality Collaborators
AU - Haakenstad, Annie
AU - Yearwood, Jamal Akeem
AU - Fullman, Nancy
AU - Bintz, Corinne
AU - Bienhoff, Kelly
AU - Weaver, Marcia R.
AU - Nandakumar, Vishnu
AU - Joffe, Jonah N.
AU - LeGrand, Kate E.
AU - Knight, Megan
AU - Abbafati, Cristiana
AU - Abbasi-Kangevari, Mohsen
AU - Abdoli, Amir
AU - Abeldaño Zuñiga, Roberto Ariel
AU - Adedeji, Isaac Akinkunmi
AU - Adekanmbi, Victor
AU - Adetokunboh, Olatunji
AU - Afzal, Muhammad Sohail
AU - Afzal, Saira
AU - Agudelo-Botero, Marcela
AU - Ahinkorah, Bright Opoku
AU - Ahmad, Sajjad
AU - Ahmadi, Ali
AU - Ahmadi, Sepideh
AU - Ahmed, Ali
AU - Rashid, Tarik Ahmed
AU - Aji, Budi
AU - Akande-Sholabi, Wuraola
AU - Alam, Khurshid
AU - Al Hamad, Hanadi
AU - Alhassan, Robert Kaba
AU - Ali, Liaqat
AU - Alipour, Vahid
AU - Aljunid, Syed Mohamed
AU - Ameyaw, Edward Kwabena
AU - Amin, Tarek Tawfik
AU - Amu, Hubert
AU - Amugsi, Dickson A.
AU - Ancuceanu, Robert
AU - Andrade, Pedro Prata
AU - Anjum, Afifa
AU - Arabloo, Jalal
AU - Arab-Zozani, Morteza
AU - Ariffin, Hany
AU - Arulappan, Judie
AU - Aryan, Zahra
AU - Ashraf, Tahira
AU - Atnafu, Desta Debalkie
AU - Atreya, Alok
AU - Ausloos, Marcel
AU - Avila-Burgos, Leticia
AU - Ayano, Getinet
AU - Ayanore, Martin Amogre
AU - Azari, Samad
AU - Badiye, Ashish D.
AU - Baig, Atif Amin
AU - Bairwa, Mohan
AU - Bakkannavar, Shankar M.
AU - Baliga, Shrikala
AU - Banik, Palash Chandra
AU - Barnighausen, Till Winfried
AU - Barra, Fabio
AU - Barrow, Amadou
AU - Basu, Sanjay
AU - Bayati, Mohsen
AU - Belete, Rebuma
AU - Bell, Arielle Wilder
AU - Bhagat, Devidas S,
AU - Bhagavathula, Akshaya Srikanth
AU - Bhardwaj, Pankaj
AU - Bhardwaj, Nikha
AU - Bhaskar, Sonu
AU - Bhattacharyya, Krittika
AU - Bhutta, Zulfiqar A.
AU - Bibi, Sadia
AU - Bijani, Ali
AU - Bikbov, Boris
AU - Biondi, Antonio
AU - Bolarinwa, Obasanjo Afolabi
AU - Bonny, Aime
AU - Brenner, Hermann
AU - Buonsenso, Danilo
AU - Burkart, Katrin
AU - Busse, Reinhard
AU - Butt, Zahid A.
AU - Butt, Nadeem Shafique
AU - Caetano dos Santos, Florentino Luciano
AU - Cahuana-Hurtado, Lucero
AU - Cámera, Luis Alberto
AU - Cárdenas, Rosario
AU - Carneiro, Vera L. A.
AU - Catalá-López, Ferrán
AU - Chandan, Joht Singh
AU - Charan, Jaykaran
AU - Chavan, Prachi P.
AU - Chen, Simiao
AU - Chen, Shu
AU - Choudhari, Sonali Gajanan
AU - Chowdhury, Enayet Karim
AU - Chowdhury, Mohiuddin Ahsanul Kabir
AU - Cirillo, Massimo
AU - Corso, Barbara
AU - Dadras, Omid
AU - Dahlawi, Saad M.A.
AU - Dai, Xiaochen
AU - Dandona, Lalit
AU - Dandona, Rakhi
AU - Dangel, William James
AU - Dávila-Cervantes, Claudio Alberto
AU - Davletov, Kairat
AU - Deuba, Keshab
AU - Dhimal, Meghnath
AU - Dhimal, Mandira Lamichhane
AU - Djalalinia, Shirin
AU - Do, Huyen Phuc
AU - Doshmangir, Leila
AU - Duncan, Bruce B.
AU - Effiong, Andem
AU - Ehsani-Chimeh, Elham
AU - Elgendy, Islam Y.
AU - Elhadi, Muhammed
AU - El Sayed, Iman
AU - El Tantawi, Maha
AU - Erku, Daniel Asfaw
AU - Eskandarieh, Sharareh
AU - Fares, Jawad
AU - Farzadfar, Farshad
AU - Ferrero, Simone
AU - Ferro Desideri, Lorenzo
AU - Fischer, Florian
AU - Foigt, Nataliya A.
AU - Foroutan, Masoud
AU - Fukumoto, Takeshi
AU - Gaal, Peter Andras
AU - Gaihre, Santosh
AU - Gardner, William M.
AU - Garg, Tushar
AU - Getachew Obsa, Abera
AU - Ghafourifard, Mansour
AU - Ghashghaee, Ahmad
AU - Ghith, Nermin
AU - Gilani, Syed Amir
AU - Gill, Paramjit Singh
AU - Goharinezhad, Salime
AU - Golechha, Mahaveer
AU - Guadamuz, Jenny S
AU - Guo, Yuming
AU - Das Gupta, Rajat
AU - Gupta, Rajeev
AU - Gupta, Vivek Kumar
AU - Gupta, Veer Bala
AU - Hamiduzzaman, Mohammad
AU - Hanif, Asif
AU - Haro, Josep Maria
AU - Hasaballah, Ahmed I.
AU - Hasan, Md Mehedi
AU - Hasan, M. Tasdik
AU - Hashi, Abdiwahab
AU - Hay, Simon I.
AU - Hayat, Khezar
AU - Heidari, Mohammad
AU - Heidari, Golnaz
AU - Henry, Nathaniel J.
AU - Herteliu, Claudiu
AU - Holla, Ramesh
AU - Hossain, Sahadat
AU - Hossain, Sheikh Jamal
AU - Hossain, Mohammad Bellal Hossain
AU - Hosseinzadeh, Mehdi
AU - Hostiuc, Sorin
AU - Hoveidamanesh, Soodabeh
AU - Hsieh, Vivian Chia-rong
AU - Hu, Guoqing
AU - Huang, Junjie
AU - Huda, M Mamun
AU - Ifeagwu, Susan C.
AU - Ikuta, Kevin S.
AU - Ilesanmi, Olayinka Stephen
AU - Irvani, Seyed Sina Naghibi
AU - Islam, Rakibul M.
AU - Islam, Sheikh Mohammed Shariful
AU - Ismail, Nahlah Elkudssiah
AU - Iso, Hiroyasu
AU - Isola, Gaetano
AU - Itumalla, Ramaiah
AU - Iwagami, Masao
AU - Jahani, Mohammad Ali
AU - Jahanmehr, Nader
AU - Jain, Rajesh
AU - Jakovljevic, Mihajlo
AU - Janodia, Manthan Dilipkumar
AU - Jayapal, Sathish Kumar
AU - Jayaram, Shubha
AU - Jha, Ravi Prakash
AU - Jonas, Jost B.
AU - Joo, Tamas
AU - Joseph, Nitin
AU - Jürisson, Mikk
AU - Kabir, Ali
AU - Kalankesh, Leila R.
AU - Kalhor, Rohollah
AU - Kamath, Aruna M.
AU - Kamenov, Kaloyan
AU - Kandel, Himal
AU - Kantar, Rami S.
AU - Kapoor, Neeti
AU - Karanikolos, Marina
AU - Katikireddi, Srinivasa Vittal
AU - Kavetskyy, Taras
AU - Kawakami, Norito
AU - Kayode, Gbenga A.
AU - Keikavoosi-Arani, Leila
AU - Keykhaei, Mohammad
AU - Khader, Yousef Saleh
AU - Khajuria, Himanshu
AU - Khalilov, Rovshan
AU - Khammarnia, Mohammad
AU - Khan, Md Nuruzzaman
AU - Khan, Moien AB
AU - Khan, Maseer
AU - Khezeli, Mehdi
AU - Kim, Min Seo
AU - Kim, Yun Jin
AU - Kisa, Sezer
AU - Kisa, Adnan
AU - Klymchuk, Vitalii
AU - Koly, Kamrun Nahar
AU - Korzh, Oleksii
AU - Kosen, Soewarta
AU - Koul, Parvaiz A.
AU - Kuate Defo, Barthelemy
AU - Anil Kumar, G.
AU - Kusuma, Dian
AU - Kyu, Hmwe Hmwe
AU - Larsson, Anders O
AU - Lasrado, Savita
AU - Lee, Wei-Chen
AU - Lee, Yo Han
AU - Lee, Chiachi Bonnie
AU - Li, Shanshan
AU - Lucchetti, Giancarlo
AU - Mahajan, Preetam Bhalchandra
AU - Majeed, Azeem
AU - Makki, Alaa
AU - Malekzadeh, Reza
AU - Malik, Ahmad Azam
AU - Malta, Deborah Carvalho
AU - Stephens, Jacqueline H
AU - Ward, Paul
AU - Yadav, Lalit
AU - Lozano, Rafael
PY - 2022/12/1
Y1 - 2022/12/1
N2 - 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.
AB - 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.
KW - Global Burden of Disease
KW - Healthcare quality
KW - Healthcare access
UR - http://www.scopus.com/inward/record.url?scp=85141963658&partnerID=8YFLogxK
U2 - 10.1016/S2214-109X(22)00429-6
DO - 10.1016/S2214-109X(22)00429-6
M3 - Article
SN - 2214-109X
VL - 10
SP - e1715-e1743
JO - The Lancet Global Health
JF - The Lancet Global Health
IS - 12
ER -