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May 31, 2026Frontiers in Public Health0 citationsOpen Access

Unmasking hidden pathways: how household air pollution and lifestyle are associated with quality of life in Yunnan outpatients

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JHJianhui HeBCBo ChenLWLiping Wang

Key Points

  • This research explores the associations between household air pollution, lifestyle, non-communicable diseases (NCDs), and health-related quality of life (HRQoL) among outpatients in Yunnan.
  • Stratified cluster sampling was used to recruit 5,978 outpatients from 2019 to 2022.
  • Health-related quality of life was assessed using the EQ-5D-5L scale and an analysis was conducted using structural equation modeling.
  • Data on comorbidities and sociodemographics were collected and analyzed in relation to HRQoL.
  • 49.1% of participants had at least one non-communicable disease.
  • Mean HRQoL score was 0.89, significantly associated with factors like socioeconomic status (β = 0.170) and negatively impacted by age (−0.171).
  • NCDs positively correlated with household fuel exposure (0.647), indicating a critical link between environmental factors and health outcomes.

Abstract

Background Non-communicable diseases (NCDs) are a major health challenge in China. This study examined comorbidity prevalence among outpatients in Yunnan and its association with health-related quality of life (HRQoL). Methods Using stratified cluster sampling, 5,978 outpatients (2019–2022) were recruited. Data on comorbidities, HRQoL (EQ-5D-5L), and sociodemographics were analyzed via structural equation modeling. Results Mean age was 38.1 years; 56.8% female. Nearly half (49.1%) had ≥1 NCD. Mean HRQoL score was 0.89 ± 0.20. HRQoL was positively associated with socioeconomic status ( β = 0.170, 95%CI: 0.140–0.199), Han ethnicity (0.052, 0.027–0.077), and preference for heavily seasoned foods (0.028, 0.006–0.051); negatively with age (−0.171, −0.190 to −0.143), addictive behaviors (−0.070, −0.094 to −0.046), divorce/widowhood (−0.082, −0.131 to −0.034), and NCDs (−0.040, −0.060 to −0.020). NCDs were positively associated with household fuel exposure (0.647, 0.615–0.679), age (0.143, 0.123–0.162), and addictive behaviors (0.075, 0.050–0.100); negatively with socioeconomic status (−0.064, −0.097 to −0.030) and Han ethnicity (−0.037, −0.064 to −0.010). Age, ethnicity, fuel exposure, addictive behaviors, and socioeconomic status had indirect associations with HRQoL via NCDs. Conclusion Socioeconomic status, household fuel exposure, addictive behaviors, and demographics are significantly linked to NCDs and HRQoL. Interventions targeting modifiable factors are needed.

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Cite This Study

He et al. (2026) studied this question.

synapsesocial.com/papers/6a1bcf4d5783ba022b6fb607https://doi.org/10.3389/fpubh.2026.1796796
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