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April 24, 2026Atmospheric Environment X0 citationsOpen Access

Association of sunshine duration with all-cause and cardiorespiratory disease mortality in Beijing, China: A time-series analysis

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YHYaoyu HuChinese Academy of Medical Sciences & Peking Union Medical CollegeYMYayuan MeiYLYanbing LiChinese Academy of Medical Sciences & Peking Union Medical College

Key Points

  • This research aims to explore how sunshine duration affects different types of mortality in Beijing, focusing on cardiovascular and respiratory causes.
  • Analyzed sunshine duration data and mortality records from 2008 to 2011 in Beijing.
  • Utilized a distributed lag non-linear model combined with quasi-Poisson regression to assess the relationship.
  • Calculated attributable fractions for mortality linked to both high and low sunshine durations.
  • A J-shaped association was found between sunshine duration and mortality risk.
  • Estimated mortality attributable to non-optimum sunshine duration was 7.21% for all causes, 8.57% for cardiovascular, and 14.03% for respiratory.
  • No significant differences in effects were observed based on gender or age groups.

Abstract

Recent studies have yielded conflicting results regarding the health effects of sunshine, with some suggesting benefits and others indicating adverse effects. This study investigates the relationship between sunshine duration and cause-specific mortality in Beijing, China, from 2008 to 2011. We assessed the non-linear, lagged effects of sunshine duration on mortality risk using a distributed lag non-linear model (DLNM) combined with quasi-Poisson regression. We determined the minimum mortality sunshine duration based on the overall cumulative relationship between sunshine duration and mortality, and calculated the attributable fractions of mortality for both long and short sunshine durations. The study encompassed 289,743 non-external deaths, 145,477 cardiovascular deaths, and 29,779 respiratory deaths in Beijing. A J-shaped association was observed between sunshine duration and all-cause, cardiovascular, and respiratory mortality. The estimated attributable fractions of mortality due to non-optimum sunshine duration were 7.21% (95% empirical confidence interval eCI: 3.16, 11.01%), 8.57% (95% eCI: 2.04, 14.69%), 14.03% (95% eCI: 5.36, 21.42%) for all-cause, cardiovascular, and respiratory mortality, respectively, with a larger estimated burden attributed to sunshine duration above the MMSD than below it. No significant differences were found across gender or age subgroups. Non-optimum sunshine duration was associated with all-cause, cardiovascular, and respiratory mortality in Beijing. These findings may have implications for understanding the health effects of sunshine duration at the population level. • Limit evidence on the association between sunshine duration and mortality. • The effect of sunshine duration on mortality was non-linear, with J-shaped curves. • Non-optimum sunshine duration was associated with the attributable mortality burden.

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Cite This Study

Hu et al. (2026) studied this question.

synapsesocial.com/papers/69eb084f553a5433e34b36f7https://doi.org/10.1016/j.aeaoa.2026.100454
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