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How does the change in subjective life expectancy affect the medical expenditure of patients with chronic diseases: A cross-lagged study based on psychological factors
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Jia-ming LIU, Shao-liang TANG
Modern Preventive Medicine | 2025, 52(7) : 1257 - 1262
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Modern Preventive Medicine | 2025, 52(7): 1257-1262
Health Policy and Management
How does the change in subjective life expectancy affect the medical expenditure of patients with chronic diseases: A cross-lagged study based on psychological factors
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Jia-ming LIU, Shao-liang TANG
Affiliations
  • School of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China
Published: 2025-04-10 doi: 10.20043/j.cnki.MPM.202411298
Outline
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Objective

To explore how the subjective life expectancy of patients with chronic diseases affects their medical expenditure and provide a policy intervention perspective for improving the quality of life of patients with chronic diseases.

Methods

The data from the China Health and Retirement Longitudinal Study (CHARLS) were used. A total of 9 949 samples with any chronic disease at three time points in 2015 (T1), 2018 (T2), and 2020 (T3) were selected. Information such as subjective life expectancy, annual medical expenditure, frequency of outpatient and inpatient visits from modules including health status, medical service utilization records, family economy, and individual basic information was used. A cross-lagged model was applied to test the interaction between subjective life expectancy and medical expenditure and explore the mediating effect of medical resource utilization.

Results

The results of the standardized cross-lagged analysis showed that the subjective life expectancy T1 of patients with chronic diseases significantly negatively predicted the medical expenditure T2 (β=-0.043, P < 0.01), and the medical expenditure T2 significantly negatively predicted the subjective life expectancy T3 (β=-0.043, P < 0.01); the medical expenditure T1 of patients with chronic diseases significantly negatively predicted the subjective life expectancy T2 (β=-0.034, P < 0.05), and the subjective life expectancy T2 significantly negatively predicted the medical expenditure T3 (β=-0.043, P < 0.01). Medical resource utilization had a mediating effect in this process (β=-0.02, P < 0.05).

Conclusion

There is a complex interaction mechanism between the subjective life expectancy and medical expenditure of patients with chronic diseases. There may be a vicious cycle in which health anxiety leads to the deterioration of the condition and an increase in medical expenditure, which further aggravates anxiety, as well as the phenomenon of excessive medical treatment due to pessimistic health expectations. This indicates the value of formulating differentiated psychological intervention policies for different groups to improve the quality of life of patients with chronic diseases.

Patients with chronic diseases  /  Subjective life expectancy  /  Medical economic burden
Jia-ming LIU, Shao-liang TANG. How does the change in subjective life expectancy affect the medical expenditure of patients with chronic diseases: A cross-lagged study based on psychological factors[J]. Modern Preventive Medicine, 2025 , 52 (7) : 1257 -1262 . DOI: 10.20043/j.cnki.MPM.202411298
Year 2025 volume 52 Issue 7
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Article Info
doi: 10.20043/j.cnki.MPM.202411298
  • Receive Date:2024-11-19
  • Online Date:2026-03-18
  • Published:2025-04-10
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  • Received:2024-11-19
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    School of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China
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表12种不同金属材料的力学参数

Family
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Number of
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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