Table 8 Summary of the Bayesian regression analysis predicting wellbeing from personality and leisure activities: top five models
From: The role of personality traits and leisure activities in predicting wellbeing in young people
Variable | Predictors | BF10 | R2 |
|---|---|---|---|
Life satisfaction | 1. Agreeableness + conscientiousness + neuroticism + openness | 1.59e + 11 | 0.23 |
|  | 2. Agreeableness + conscientiousness + neuroticism + openness + socialising | 9.25e + 10 | 0.24 |
|  | 3. Extraversion + agreeableness + conscientiousness + neuroticism + openness | 5.21e + 10 | 0.23 |
|  | 4. Agreeableness + conscientiousness + neuroticism + openness + physical activity | 4.16e + 10 | 0.23 |
|  | 5. Agreeableness + conscientiousness + neuroticism + openness + sedentary activities | 3.25e + 10 | 0.23 |
Positive affect | 1. Conscientiousness + neuroticism + socialising | 9.85e + 08 | 0.20 |
|  | 2. Agreeableness + conscientiousness + neuroticism + socialising | 9.15e + 08 | 0.21 |
|  | 3. Conscientiousness + neuroticism + openness + socialising | 8.78e + 08 | 0.21 |
|  | 4. Agreeableness + conscientiousness + neuroticism + openness + socialising | 7.45e + 08 | 0.22 |
|  | 5. Extraversion + conscientiousness + neuroticism + socialising | 5.64e + 08 | 0.21 |
Negative affect | 1. Agreeableness + conscientiousness + neuroticism + openness | 1.41e + 15 | 0.30 |
|  | 2. Agreeableness + conscientiousness + neuroticism + openness + physical activity | 7.20e + 14 | 0.31 |
|  | 3. Agreeableness + conscientiousness + neuroticism + openness + socialising | 4.37e + 14 | 0.30 |
|  | 4. Agreeableness + conscientiousness + neuroticism + openness + sedentary activities | 3.30e + 14 | 0.30 |
|  | 5. Extraversion + agreeableness + conscientiousness + neuroticism + openness | 2.68e + 14 | 0.30 |
Mental health | 1. Extraversion + agreeableness + conscientiousness + neuroticism + socialising | 6.56e + 16 | 0.32 |
|  | 2. Extraversion + agreeableness + conscientiousness + neuroticism + openness + socialising | 2.68e + 16 | 0.32 |
|  | 3. Extraversion + agreeableness + conscientiousness + neuroticism + physical activity + socialising | 1.37e + 16 | 0.32 |
|  | 4. Extraversion + conscientiousness + neuroticism + socialising | 1.32e + 16 | 0.30 |
|  | 5. Extraversion + agreeableness + conscientiousness + neuroticism + socialising + sedentary activities | 1.26e + 16 | 0.32 |