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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

journal contribution
posted on 2023-05-19, 00:15 authored by Rafael Lozano, Annie Haakenstad, Jamal Akeem Yearwood, Nancy Fullman, Corinne Bintz, Kelly Bienhoff, Marcia R Weaver, Vishnu Nandakumar, Jonah N Joffe, Kate E LeGrand, Megan Knight, Cristiana Abbafati, Mohsen Abbasi-Kangevari, Amir Abdoli, Roberto Ariel Abeldano Zuniga, Isaac Akinkunmi Adedeji, Victor Adekanmbi, Olatunji O Adetokunboh, Muhammad Sohail Afzal, Saira Afzal, Marcela Agudelo-Botero, Bright Opoku Ahinkorah, Sajjad Ahmad, Ali Ahmadi, Sepideh Ahmadi, Ali Ahmed, Tarik Ahmed Rashid, Budi Aji, Wuraola Akande-Sholabi, Khurshid Alam, Hanadi Al Hamad, Robert Kaba Alhassan, Liaqat Ali, Vahid Alipour, Syed Mohamed Aljunid, Edward Kwabena Ameyaw, Tarek Tawfik Amin, Hubert Amu, Dickson A Amugsi, Robert Ancuceanu, Pedro Prata Andrade, Afifa Anjum, Jalal Arabloo, Morteza Arab-Zozani, Hany Ariffin, Judie Arulappan, Zahra Aryan, Tahira Ashraf, Desta Debalkie Atnafu, Alok Atreya, Marcel Ausloos, Leticia Avila-Burgos, Getinet Ayano, Martin Amogre Ayanore, Samad Azari, Ashish D Badiye, Atif Amin Baig, Mohan Bairwa, Shankar M Bakkannavar, Shrikala Baliga, Palash Chandra Banik, Till Winfried Baernighausen, Fabio Barra, Amadou Barrow, Sanjay Basu, Mohsen Bayati, Rebuma Belete, Arielle Wilder Bell, Devidas S Bhagat, Akshaya Srikanth Bhagavathula, Pankaj Bhardwaj, Nikha Bhardwaj, Sonu Bhaskar, Krittika Bhattacharyya, Zulfiqar A Bhutta, Sadia Bibi, Ali Bijani, Boris Bikbov, Antonio Biondi, Obasanjo Afolabi Bolarinwa, Aime Bonny, Hermann Brenner, Danilo Buonsenso, Katrin Burkart, Reinhard Busse, Zahid A Butt, Nadeem Shafique Butt, Florentino Luciano Caetano dos Santos, Lucero Cahuana-Hurtado, Luis Alberto Camera, Rosario Cardenas, Vera LA Carneiro, Ferran Catala-Lopez, Joht Singh Chandan, Jaykaran Charan, Prachi P Chavan, Simiao Chen, Shu Chen, Sonali Gajanan Choudhari, Enayet Karim Chowdhury, Mohiuddin Ahsanul Kabir Chowdhury, Massimo Cirillo, Barbara Corso, Omid Dadras, Saad MA Dahlawi, Xiaochen Dai, Lalit Dandona, Rakhi Dandona, William James Dangel, Claudio Alberto Davila-Cervantes, Kairat Davletov, Keshab Deuba, Meghnath Dhimal, Mandira Lamichhane Dhimal, Shirin Djalalinia, Phuc Do Huyen, Leila Doshmangir, Bruce B Duncan, Andem Effiong, Elham Ehsani-Chimeh, Islam Y Elgendy, Muhammed Elhadi, Iman El Sayed, Maha El Tantawi, Daniel Asfaw Erku, Sharareh Eskandarieh, Jawad Fares, Farshad Farzadfar, Simone Ferrero, Lorenzo Ferro Desideri, Florian Fischer, Nataliya A Foigt, Masoud Foroutan, Takeshi Fukumoto, Peter Andras Gaal, Santosh Gaihre, William M Gardner, Tushar Garg, Abera Getachew Obsa, Mansour Ghafourifard, Ahmad Ghashghaee, Nermin Ghith, Syed Amir Gilani, Paramjit Singh Gill, Salime Goharinezhad, Mahaveer Golechha, Jenny S Guadamuz, Yuming Guo, Rajat Das Gupta, Rajeev Gupta, Vivek Kumar Gupta, Veer Bala Gupta, Mohammad Hamiduzzaman, Asif Hanif, Josep Maria Haro, Ahmed I Hasaballah, Md Mehedi Hasan, M Tasdik Hasan, Abdiwahab Hashi, Simon I Hay, Khezar Hayat, Mohammad Heidari, Golnaz Heidari, Nathaniel J Henry, Claudiu Herteliu, Ramesh Holla, Sahadat Hossain, Sheikh Jamal Hossain, Mohammad Bellal Hossain Hossain, Mehdi Hosseinzadeh, Sorin Hostiuc, Soodabeh Hoveidamanesh, Vivian Chia-rong Hsieh, Guoqing Hu, Junjie Huang, M Mamun Huda, Susan C Ifeagwu, Kevin S Ikuta, Olayinka Stephen Ilesanmi, Seyed Sina Naghibi Irvani, Rakibul M Islam, Sheikh Mohammed Shariful Islam, Nahlah Elkudssiah Ismail, Hiroyasu Iso, Gaetano Isola, Ramaiah Itumalla, Masao Iwagami, Mohammad Ali Jahani, Nader Jahanmehr, Rajesh Jain, Mihajlo Jakovljevic, Manthan Dilipkumar Janodia, Sathish Kumar Jayapal, Shubha Jayaram, Ravi Prakash Jha, Jost B Jonas, Tamas Joo, Nitin Joseph, Mikk Jurisson, Ali Kabir, Leila R Kalankesh, Rohollah Kalhor, Aruna M Kamath, Kaloyan Kamenov, Himal Kandel, Rami S Kantar, Neeti Kapoor, Marina Karanikolos, Srinivasa Vittal Katikireddi, Taras Kavetskyy, Norito Kawakami, Gbenga A Kayode, Leila Keikavoosi-Arani, Mohammad Keykhaei, Yousef Saleh Khader, Himanshu Khajuria, Rovshan Khalilov, Mohammad Khammarnia, Md Nuruzzaman Khan, Moien AB Khan, Maseer Khan, Mehdi Khezeli, Min Seo Kim, Yun Jin Kim, Sezer Kisa, Adnan Kisa, Vitalii Klymchuk, Kamrun Nahar Koly, Oleksii Korzh, Soewarta Kosen, Parvaiz A Koul, Barthelemy Kuate Defo, G Anil Kumar, Dian Kusuma, Hmwe Hmwe Kyu, Anders O Larsson, Savita Lasrado, Wei-Chen Lee, Yo Han Lee, Chiachi Bonnie Lee, Shanshan Li, Giancarlo Lucchetti, Preetam Bhalchandra Mahajan, Azeem Majeed, Alaa Makki, Reza Malekzadeh, Ahmad Azam Malik, Deborah Carvalho Malta, Mohammad Ali Mansournia, Lorenzo Giovanni Mantovani, Adolfo Martinez-Valle, Francisco Rogerlandio Martins-Melo, Seyedeh Zahra Masoumi, Manu Raj Mathur, Richard James Maude, Pallab K Maulik, Martin McKee, Walter Mendoza, Ritesh G Menezes, George A Mensah, Atte Meretoja, Tuomo J Meretoja, Tomislav Mestrovic, Irmina Maria Michalek, Erkin M Mirrakhimov, Awoke Misganaw, Sanjeev Misra, Babak Moazen, Mokhtar Mohammadi, Shafiu Mohammed, Modhurima Moitra, Ali H Mokdad, Mariam Molokhia, Lorenzo Monasta, Mohammad Ali Moni, Ghobad Moradi, Rafael Silveira Moreira, Jonathan F Mosser, Ebrahim Mostafavi, Simin Mouodi, Ahamarshan Jayaraman Nagarajan, Chie Nagata, Mohsen Naghavi, Vinay Nangia, Sreenivas Narasimha Swamy, Aparna Ichalangod Narayana, Bruno Ramos Nascimento, Hasan Nassereldine, Biswa Prakash Nayak, Javad Nazari, Ionut Negoi, Samata Nepal, Sandhya Neupane Kandel, Josephine W Ngunjiri, Lan Thi Nguyen Huong, Tat Nguyen Cuong, Dina Nur Anggraini Ningrum, Jean Jacques Noubiap, Bogdan Oancea, Onome Bright Oghenetega, In-Hwan Oh, Andrew T Olagunju, Babayemi Oluwaseun Olakunde, Ahmed Omar Bali, Emad Omer, Obinna E Onwujekwe, Adrian Otoiu, Jagadish Rao Padubidri, Raffaele Palladino, Adrian Pana, Songhomitra Panda-Jonas, Seithikurippu R Pandi-Perumal, Shahina Pardhan, Deepak Kumar Pasupula, Praveen Kumar Pathak, George C Patton, Shrikant Pawar, Jeevan Pereira, Manju Pilania, Bakhtiar Piroozi, Vivek Podder, Khem Narayan Pokhrel, Maarten J Postma, Sergio I Prada, Zahiruddin Quazi Syed, Navid Rabiee, Raghu Anekal Radhakrishnan, Md Mosfequr Rahman, Aziz RahmanAziz Rahman, Mahfuzar Rahman, Mohammad Hifz Ur Rahman, Amir Masoud Rahmani, Chhabi Lal Ranabhat, Chythra R Rao, Sowmya J Rao, Davide Rasella, Salman Rawaf, David Laith Rawaf, Lal Rawal, Andre MN Renzaho, Bhageerathy Reshmi, Serge Resnikoff, Aziz Rezapour, Seyed Mohammad Riahi, Rezaul Karim Ripon, Simona Sacco, Masoumeh Sadeghi, Umar Saeed, Amirhossein Sahebkar, Biniyam Sahiledengle, Harihar Sahoo, Maitreyi Sahu, Joseph S Salama, Payman Salamati, Abdallah M Samy, Juan Sanabria, Milena M Santric-Milicevic, Brijesh Sathian, Monika Sawhney, Maria Ines Schmidt, Abdul-Aziz Seidu, Sadaf G Sepanlou, Allen Seylani, Masood Ali Shaikh, Aziz Sheikh, Adithi Shetty, Mika Shigematsu, Rahman Shiri, KM Shivakumar, Azad Shokri, Jasvinder A Singh, Dhirendra Narain Sinha, Valentin Yurievich Skryabin, Anna Aleksandrovna Skryabina, Ahmad Sofi-Mahmudi, Raul ARC Sousa, Jacqueline H Stephens, Jing Sun, Miklos Szocska, Rafael Tabares-Seisdedos, Hooman Tadbiri, Animut Tagele Tamiru, Kavumpurathu Raman Thankappan, Roman Topor-Madry, Marcos Roberto Tovani-Palone, Thi Ngoc Tran Mai, Xuan Tran Bach, Niharika Tripathi, Jaya Prasad Tripathy, Christopher E Troeger, Deinzel Robles Uezono, Saif Ullah, Anayat Ullah, Bhaskaran Unnikrishnan, Marco Vacante, Sahel Valadan Tahbaz, Pascual R Valdez, Milena Vasic, Massimiliano Veroux, Dominique Vervoort, Francesco S Violante, Sergey Konstantinovitch Vladimirov, Vasily Vlassov, Vo Bay, Yasir Waheed, Richard G Wamai, Yuan-Pang Wang, Yanzhong Wang, Paul Ward, Taweewat Wiangkham, Lalit Yadav, Seyed Hossein Yahyazadeh Jabbari, Kazumasa Yamagishi, Sanni Yaya, Vahid Yazdi-Feyzabadi, Siyan Yi, Vahit Yigit, Naohiro Yonemoto, Mustafa Z Younis, Chuanhua Yu, Ismaeel Yunusa, Sojib Bin Zaman, Mikhail Sergeevich Zastrozhin, Zhi-Jiang Zhang, Chenwen Zhong, Yves Miel H Zuniga, Stephen S Lim, Christopher JL Murray
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.

History

Journal

LANCET GLOBAL HEALTH

Volume

10

Pagination

E1715-E1743

Location

England

ISSN

2214-109X

eISSN

2214-109X

Language

English

Publication classification

C1.1 Refereed article in a scholarly journal

Issue

12

Publisher

ELSEVIER SCI LTD