Paradoxical Trends in Hypertensive Heart Disease: Rising Burden in High-Sociodemographic-Index Regions Despite Healthcare Quality—An Age–Period–Cohort Analysis, 1992–2021

Hypertensive heart disease (HHD) is a major global cause of cardiovascular mortality and disability-adjusted life years (DALYs). We used an age–period–cohort model to assess mortality and DALY trends (1992–2021) across sociodemographic regions and their association with healthcare quality. Using Global Burden of Disease (GBD) data (1992–2021), we applied an age–period–cohort model to HHD mortality and DALYs in adults aged 20–54 across SDI regions and examined associations with healthcare quality. HHD mortality and DALYs declined across most SDI regions over 29 years, with high-middle SDI females showing the greatest reductions (ASMR: −3.2% annually; ASDR: −2.9%). Conversely, high-SDI regions exhibited rises of ~1.7% and ~1.2% in males and females, respectively. Low-SDI regions maintained the highest absolute burden, with 2021 mortality rates 10-fold higher in males and 13.7-fold higher in females versus high-SDI regions, despite the steepest declines. The male-to-female mortality ratio ranged from 1.74× (high-middle SDI) to 1.14× (low SDI). Age-related patterns diverged markedly: high-SDI females showed a 46.7% risk decline for ages 20–54, while males experienced a 92–111% lifespan risk increase. Period effects showed pre-2002 peak risk in lower-SDI versus post-2002 increases in high-SDI regions (males: +36%; females: +24%). The 1997–2001 birth cohort in high-SDI regions showed the highest risk (males: RR 1.75–1.85; females: RR 1.45–1.50). No significant correlation was found between HHD burden and HAQI (ASMR: r = 0.40; ASDR: r = 0.42; p > 0.05). HHD remains a major global health concern, with rising burden in high-SDI regions and persistent male predominance. Healthcare quality alone is insufficient, highlighting the need for targeted prevention focused on modifiable risk factors in working-age adults.

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Journal
Journal of Cardiovascular Development and Disease
Published
2026-07-23
DOI
https://doi.org/10.3390/jcdd13080346
Primary Topic
Blood Pressure and Hypertension Studies
Type
article
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article

Paradoxical Trends in Hypertensive Heart Disease: Rising Burden in High-Sociodemographic-Index Regions Despite Healthcare Quality—An Age–Period–Cohort Analysis, 1992–2021

Imteyaz Ahmad Khan, Jonathan N. Bella, Misbahuddin Khaja, Sakshi Khurana et al.
Journal of Cardiovascular Development and Disease
Blood Pressure and Hypertension Studies
article

Paradoxical Trends in Hypertensive Heart Disease: Rising Burden in High-Sociodemographic-Index Regions Despite Healthcare Quality—An Age–Period–Cohort Analysis, 1992–2021

Imteyaz Ahmad Khan, Jonathan N. Bella, Misbahuddin Khaja, Sakshi Khurana, Emamuzo Otobo, Martial Nodjimadji Tamlengar, Ngaba Neguemadji Ngardig, Riddick Osei Agyemang, Khaoula El Mardi, Nassim Krim, Shagun Thakur, Gideon Gbemi, Amit Gulati, Moiud Mohyeldin, Anna Oneil, Disha Jangra
article en

Abstract

Hypertensive heart disease (HHD) is a major global cause of cardiovascular mortality and disability-adjusted life years (DALYs). We used an age–period–cohort model to assess mortality and DALY trends (1992–2021) across sociodemographic regions and their association with healthcare quality. Using Global Burden of Disease (GBD) data (1992–2021), we applied an age–period–cohort model to HHD mortality and DALYs in adults aged 20–54 across SDI regions and examined associations with healthcare quality. HHD mortality and DALYs declined across most SDI regions over 29 years, with high-middle SDI females showing the greatest reductions (ASMR: −3.2% annually; ASDR: −2.9%). Conversely, high-SDI regions exhibited rises of ~1.7% and ~1.2% in males and females, respectively. Low-SDI regions maintained the highest absolute burden, with 2021 mortality rates 10-fold higher in males and 13.7-fold higher in females versus high-SDI regions, despite the steepest declines. The male-to-female mortality ratio ranged from 1.74× (high-middle SDI) to 1.14× (low SDI). Age-related patterns diverged markedly: high-SDI females showed a 46.7% risk decline for ages 20–54, while males experienced a 92–111% lifespan risk increase. Period effects showed pre-2002 peak risk in lower-SDI versus post-2002 increases in high-SDI regions (males: +36%; females: +24%). The 1997–2001 birth cohort in high-SDI regions showed the highest risk (males: RR 1.75–1.85; females: RR 1.45–1.50). No significant correlation was found between HHD burden and HAQI (ASMR: r = 0.40; ASDR: r = 0.42; p > 0.05). HHD remains a major global health concern, with rising burden in high-SDI regions and persistent male predominance. Healthcare quality alone is insufficient, highlighting the need for targeted prevention focused on modifiable risk factors in working-age adults.

Journal of Cardiovascular Development and DiseaseVol. 13(8)
University of Michigan (US), Columbia University Irving Medical Center (US), Johnson University (US), Wuhan University (CN), Massachusetts General Hospital (US), Montefiore Health System (US), MemorialCare Health System (US), Icahn School of Medicine at Mount Sinai (US)
Good health and well-being
Openalex Percentile: Top 9%
Blood Pressure and Hypertension Studies
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