Purpose: Visual impairment (VI) in working-age individuals significantly impacts public health and the economy. However, the avoidable causes, defined as cataract and refraction disorders, have not been extensively investigated. This study aims to quantify global trends, inequalities, and projections for avoidable VI among this demographic.
Design: Retrospective, observational, population-based trend study.
Methods: We derived data on avoidable VI prevalence and population size data in working age from the Global Burden of Disease (GBD) 2021 study. We employed the joinpoint regression analysis to assess trends from 1990 to 2021 by age, sex, sociodemographic index (SDI), type, and severity at the global, regional, and national levels. Cross-country inequalities were evaluated using the slope index of inequality and the health inequality concentration index. Subsequently, we performed Bayesian age-period-cohort modeling to estimate the avoidable BVL burden in working age by 2040.
Results: The prevalence of avoidable VI in working age decreased overall from 1990 to 2021, driven primarily by reductions in refraction disorders, with an average annual percentage change (AAPC) of -0.15 (95% confidence interval [CI], -0.18 to -0.12; P<0.001). We observed significant declines in severe vision loss and blindness, while moderate vision loss remained stable. Females exhibited a heavier burden of avoidable VI, but showed slower improvement compared to males. Socioeconomic disparities persisted, with lower socioeconomic index (SDI) regions bearing a disproportionate burden, whereas the high SDI region showed an unfavorable increasing trend. From 1990 to 2021, the inequality slope index increased from 574.45 (95% CI, 914.95 to 233.95) to 652.27 (95% CI, 932.95 to 371.58), while the health inequality concentration index improved from -0.21 (95% CI, -0.26 to -0.17) to -0.17 (95% CI, -0.2 to -0.14). We project a continued decline in the global prevalence of avoidable working-age VI, but a 23.4% increase in avoidable VI cases by 2040, reaching approximately 146 million.
Conclusions: Despite overall declines in avoidable VI among working-age individuals, significant improvement opportunities and disparities persist. The anticipated increase in avoidable VI cases necessitates integrated eye health strategies, substantial investment in eye care services to enhance accessibility and affordability, and fair employment policies for the visually impaired.
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http://dx.doi.org/10.1016/j.ajo.2024.12.003 | DOI Listing |
Sci Rep
December 2024
Department of Electrical Engineering, College of Engineering, Taif University, P.O. BOX 11099, 21944, Taif, Saudi Arabia.
Weather recognition is crucial due to its significant impact on various aspects of daily life, such as weather prediction, environmental monitoring, tourism, and energy production. Several studies have already conducted research on image-based weather recognition. However, previous studies have addressed few types of weather phenomena recognition from images with insufficient accuracy.
View Article and Find Full Text PDFNat Commun
December 2024
Department of Computer Science, The University of Hong Kong, Pokfulam Rd, Hong Kong SAR, China.
Proper exposure settings are crucial for modern machine vision cameras to accurately convert light into clear images. However, traditional auto-exposure solutions are vulnerable to illumination changes, splitting the continuous acquisition of unsaturated images, which significantly degrades the overall performance of underlying intelligent systems. Here we present the neuromorphic exposure control (NEC) system.
View Article and Find Full Text PDFNat Commun
December 2024
Department of Psychology, Cornell University, Ithaca, NY, USA.
Subjective feelings are thought to arise from conceptual and bodily states. We examine whether the valence of feelings may also be decoded directly from objective ecological statistics of the visual environment. We train a visual valence (VV) machine learning model of low-level image statistics on nearly 8000 emotionally charged photographs.
View Article and Find Full Text PDFHealth Expect
February 2025
Osteopathy Sciences Research Unit (URSO), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Objective: Chronic musculoskeletal pain (CMSP) is frequent in chronic diseases, decreasing the quality of life of these patients. In a survey conducted in Belgium in 2019, chronic pain was named by patients as the main factor of complexity in their lives. The objective of our research was to provide elements to understand why and how CMSP contributes to the complexity of these people's lives.
View Article and Find Full Text PDFFront Psychol
December 2024
School of Mental Health, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Background: Trypophobia refers to the visual discomfort (e.g., disgust or anxiety) experienced by some people when viewing clusters of bumps or holes.
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