Table 2 Feature importance of accepting advance care planning
Variables | Feature importance (%) |
|---|---|
Family health | 19.00 |
Health literacy | 18.80 |
Perceived social support | 13.10 |
Neighbor relations | 7.60 |
Family communication | 6.50 |
Family social status | 4.70 |
Well-being | 4.40 |
Openness | 4.10 |
Education level | 3.00 |
Neuroticism | 2.60 |
Agreeableness | 2.50 |
Extraversion | 2.20 |
Self-efficacy | 1.90 |
Depression symptoms | 1.50 |
Conscientiousness | 1.40 |
Anxiety symptoms | 1.10 |
Career status | 1.00 |
Medical insurance type | 0.80 |
Number of siblings | 0.80 |
Family per capita monthly income | 0.70 |
Gender | 0.40 |
Urban-rural distribution | 0.30 |
Have a spouse | 0.30 |
Smoking status | 0.30 |
Regular exercise | 0.30 |
Diagnosed chronic disease | 0.30 |
Age group | 0.20 |
Drinking alcohol | 0.20 |