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Analysis on the importance of influencing factors of self-rated health of the middle-aged and elderly based on the theory of life course
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Chun-fang MA, Rong TANG, Xiao-hua YANG, Xiao-jie SHI
Modern Preventive Medicine | 2024, 51(9) : 1671 - 1676
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Modern Preventive Medicine | 2024, 51(9): 1671-1676
Health and Social Behavior
Analysis on the importance of influencing factors of self-rated health of the middle-aged and elderly based on the theory of life course
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Chun-fang MA, Rong TANG, Xiao-hua YANG, Xiao-jie SHI
Affiliations
  • School of Humanities and Management, Ningxia Medical University, Yinchuan, Ningxia 750004, China
Published: 2024-05-10 doi: 10.20043/j.cnki.MPM.202311456
Outline
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Objective

According to the theory of life course, family environmental factors in early life have influence on individual health. The objective is to understand the influence and importance of family environmental factors in early life and other factors in adulthood on self-rated health of the middle-aged and elderly, so as to provide reference for active aging and healthy aging.

Methods

The demographic data, social support, and early family environmental factors of people over 45 years old from Chinese General Social Survey (CGSS) data in 2021 were collected. Chi-square test, binary Logistic regression, and random forest model were used to analyze the influencing factors and importance of self-rated health of the middle-aged and elderly.

Results

Among the 4 311 subjects, 2 427 were unhealthy and 1 884 were healthy. The regression results showed that the middle-aged and elderly people aged 79 and over, working in agriculture, not working, never engaging in social and recreational activities, middle-and lower-middle-level socioeconomic status, and fathers with college education or above had a higher rate of self-rated unhealth (P < 0.05). The self-rated unhealthy rate of the middle-aged and elderly with normal and overweight, non-depression, average family economic level and higher than the average level of BMI was lower (P < 0.05). The order of influencing factors was depression (73.717), family economic level (55.361), nature of work (47.074), personal socio-economic status (42.177), BMI (38.952), age (28.842), frequency of social and recreational activities (28.270), and father’s education level (22.319).

Conclusion

There are many factors affecting the self-rated health of the middle-aged and elderly in China. Depression, family economic level, and the nature of work are important factors affecting the self-rated health of the middle-aged and elderly in China. Attention should be paid to special groups such as depression, low income, perennial farming, and out of work.

Middle-aged and elderly  /  Self-rated health  /  Importance of influencing factors  /  Random forest model
Chun-fang MA, Rong TANG, Xiao-hua YANG, Xiao-jie SHI. Analysis on the importance of influencing factors of self-rated health of the middle-aged and elderly based on the theory of life course[J]. Modern Preventive Medicine, 2024 , 51 (9) : 1671 -1676 . DOI: 10.20043/j.cnki.MPM.202311456
Year 2024 volume 51 Issue 9
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Article Info
doi: 10.20043/j.cnki.MPM.202311456
  • Receive Date:2023-11-25
  • Online Date:2026-03-18
  • Published:2024-05-10
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  • Received:2023-11-25
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    School of Humanities and Management, Ningxia Medical University, Yinchuan, Ningxia 750004, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
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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