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Updated: May 29, 2026

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
Household cooking fuel and cognitive function trajectories among middle-aged and older adults: evidence from a
Xiaoshuai Zhang1, Xinze Sun2, Xiaoran Li2
1Department of Data Science, Shandong University of Finance and Economics, Jinan, Shandong, China zhxiaoshuai@gmail.com.
Objectives:
Cognitive decline among middle-aged and older adults is an increasing public health concern, and household cooking fuel use has been suggested as a potential environmental risk factor. This study examined the association between household cooking fuel and long-term cognitive function trajectories.
Methods:
Data were obtained from 6306 respondents in the China Health and Retirement Longitudinal Study (CHARLS) between 2011 and 2020. Cognitive function was assessed using standardised measures of episodic memory and mental status. Group-based trajectory modelling was used to identify distinct cognitive function trajectories over time. Multinomial logistic regression was applied to examine the association between household cooking fuel type and trajectory membership. Subgroup analyses were conducted by marital status and sensitivity analyses using propensity score matching (PSM) were performed to assess the robustness of the findings.
Results:
Four distinct cognitive function trajectories were identified. Compared with clean fuel users, individuals using solid fuels were significantly more likely to belong to lower or declining cognitive trajectories. Results from the PSM analysis were consistent with the main findings.
Conclusion:
Household solid fuel use is associated with unfavourable cognitive function trajectories among middle-aged and older adults. Expanding access to cleaner household energy and reducing exposure to cooking-related smoke may be relevant public health strategies for ageing populations.
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