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

Lozano, Rafael and Haakenstad, Annie and Yearwood, Jamal Akeem and Fullman, Nancy and Bintz, Corinne and Bienhoff, Kelly and Weaver, Marcia R. and Nandakumar, Vishnu and Joffe, Jonah N. and LeGrand, Kate E. and Knight, Megan and Abbafati, Cristiana and Abbasi-Kangevari, Mohsen and Abdoli, Amir and Abeldano Zuniga, Roberto Ariel and Adedeji, Isaac Akinkunmi and Adekanmbi, Victor and Adetokunboh, Olatunji O. and Afzal, Muhammad Sohail and Afzal, Saira and Agudelo-Botero, Marcela and Ahinkorah, Bright Opoku and Ahmad, Sajjad and Ahmadi, Ali and Ahmadi, Sepideh and Ahmed, Ali and Rashid, Tarik Ahmed and Aji, Budi and Akande-Sholabi, Wuraola and Alam, Khurshid and Al Hamad, Hanadi and Alhassan, Robert Kaba and Ali, Liaqat and Alipour, Vahid and Aljunid, Syed Mohamed and Ameyaw, Edward Kwabena and Amin, Tarek Tawfik and Amu, Hubert and Amugsi, Dickson A. and Ancuceanu, Robert and Andrade, Pedro Prata and Anjum, Afifa and Arabloo, Jalal and Arab-Zozani, Morteza and Ariffin, Hany and Arulappan, Judie and Aryan, Zahra and Ashraf, Tahira and Atnafu, Desta Debalkie and Atreya, Alok and Ausloos, Marcel and Avila-Burgos, Leticia and Ayano, Getinet and Ayanore, Martin Amogre and Azari, Samad and Badiye, Ashish D. and Baig, Atif Amin and Bairwa, Mohan and Bakkannavar, Shankar M. and Baliga, Shrikala and Banik, Palash Chandra and Baernighausen, Till Winfried and Barra, Fabio and Barrow, Amadou and Basu, Sanjay and Bayati, Mohsen and Belete, Rebuma and Bell, Arielle Wilder and Bhagat, Devidas S. and Bhagavathula, Akshaya Srikanth and Bhardwaj, Pankaj and Bhardwaj, Nikha and Bhaskar, Sonu and Bhattacharyya, Krittika and Bhutta, Zulfiqar A. and Bibi, Sadia and Bijani, Ali and Bikbov, Boris and Biondi, Antonio and Bolarinwa, Obasanjo Afolabi and Bonny, Aime and Brenner, Hermann and Buonsenso, Danilo and Burkart, Katrin and Busse, Reinhard and Butt, Zahid A. and Butt, Nadeem Shafique and Caetano dos Santos, Florentino Luciano and Cahuana-Hurtado, Lucero and Alberto Camera, Luis and Cardenas, Rosario and Carneiro, Vera L. 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L. and Lozano, Rafael and Quality, GBD 2019 Healthcare Access (2022) 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. LANCET GLOBAL HEALTH, 10 (12). E1715-E1743. ISSN 2214-109X, DOI https://doi.org/10.1016/S2214-109X(22)00429-6.

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Official URL: https://doi.org/10.1016/S2214-109X(22)00429-6

Abstract

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 highSDI 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. Copyright (C) 2022 The Author(s). Published by Elsevier Ltd.

Item Type: Article
Funders: Bill & Melinda Gates Foundation, Bill & Melinda Gates Foundation Grand Challenges Explorations Initiative CGIAR, UK Research & Innovation (UKRI) Medical Research Council UK (MRC) [MC_UU_00022/2]
Uncontrolled Keywords: AMENABLE MORTALITY; MEDICAL-CARE; DEATHS; TRENDS; POPULATION; INDICATOR; NATIONS
Subjects: R Medicine > RA Public aspects of medicine
Divisions: Faculty of Medicine > Paediatrics Department
Depositing User: Ms Koh Ai Peng
Date Deposited: 25 Oct 2024 08:39
Last Modified: 25 Oct 2024 08:39
URI: http://eprints.um.edu.my/id/eprint/46168

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