Clean fuels and cognitive protection: a robustness analysis of the impact of declining self-care ability on cognitive function in middle-aged and older adults

Abstract

Objective

This study aims to investigate the impact of different types of cooking fuels (solid fuel vs. clean fuel) on cognitive function in middle-aged and older adults, with particular attention to the moderating role of self-care ability. To enhance the credibility of the findings, robustness checks using Bootstrap, quantile regression, and weighted analysis were employed.

Study design

This study employs a cross-sectional design. Data were sourced from the 2020 from the China Health and Retirement Longitudinal Study (CHARLS), a nationally representative survey covering the health and living conditions of middle-aged and older adults. The final sample included 18,715 participants, with 4,927 households using solid fuels and 13,788 households using clean fuels.

Methods

Cognitive function was assessed using standardized tests, and the type of cooking fuel and self-care ability were recorded. Multivariate regression models were used to analyze the relationship between fuel type and cognitive function, including interaction terms to explore the moderating effect of self-care ability. Multiple robustness checks were conducted to validate the main findings.

Results

The study found that, even after controlling for various confounding factors, the use of clean fuels was associated with better cognitive function. However, as self-care ability declined, the negative impact of solid fuels on cognitive function increased, and the protective effect of clean fuels diminished. Specifically, individuals who required partial or complete assistance had significantly lower cognitive function scores than those who were fully independent. Robustness analyses supported these findings, indicating the stability and reliability of the results.

Conclusions

This study demonstrates that the choice of cooking fuel has significant implications for cognitive health in middle-aged and older adults, with the effect moderated by self-care ability. For individuals with poorer self-care ability, the use of clean fuels may be particularly important to reduce the risk of cognitive decline. These findings provide scientific evidence for public health interventions targeted at different levels of self-care ability.