Table 2.
Results from multilevel regression of positive and negative social supports and income on depressive symptom score in Korean urban adults
Null | Model 1† | Model 2† | Model 3† | Model 4‡ | Model 5‡ | Model 6‡ | ||||||||
Coeff. | SE | Coeff. | SE | Coeff. | SE | Coeff. | SE | Coeff. | SE | Coeff. | SE | Coeff. | SE | |
Individual-level variables | ||||||||||||||
<100 (Korean 10 000 Won)§ | ||||||||||||||
100≤income <300 | −1.46*** | 0.15 | −2.25*** | 0.35 | −2.26*** | 0.40 | ||||||||
300≤income <600 | −1.98*** | 0.17 | −3.69*** | 0.68 | −3.70*** | 0.78 | ||||||||
600<income | −2.40*** | 0.23 | −5.04*** | 1.02 | −5.05*** | 1.18 | ||||||||
Positive social support (low level) | ||||||||||||||
Medium | −2.73*** | 0.28 | −2.38*** | 0.27 | −2.18*** | 0.26 | −1.72*** | 0.35 | −1.72*** | 0.41 | ||||
High | −6.69*** | 0.23 | −5.54*** | 0.23 | −5.21*** | 0.23 | −4.66*** | 0.54 | −4.66*** | 0.67 | ||||
Negative social support (low level) | ||||||||||||||
Medium | 5.14*** | 0.17 | 4.67*** | 0.16 | 4.63*** | 0.16 | 8.02*** | 0.16 | 8.02*** | 0.51 | ||||
High | 9.29*** | 0.26 | 8.18*** | 0.26 | 8.04*** | 0.26 | 14.03*** | 0.26 | 14.03*** | 0.94 | ||||
Positive social support × negative social support | −0.92*** | 0.15 | −0.92*** | 0.15 | ||||||||||
Positive social support × income | 0.47*** | 0.12 | 0.47*** | 0.12 | ||||||||||
Negative social support × income | −0.38** | 0.13 | −0.38** | 0.13 | ||||||||||
Community-level variables | ||||||||||||||
The share of the employed | 7.19 | 4.07 | ||||||||||||
Mean income level | −4.73 | 4.61 | ||||||||||||
Mean education level | 6.98 | 6.39 | ||||||||||||
Community-level variance | 4.84*** | 3.48** | 1.33 | 3.00** | 1.15 | 2.45** | 0.93 | 2.61** | 0.10 | 2.59** | 1.03 | 1.90** | 0.73 | |
Intraclass Correlation (ICC) | 0.09* | 0.08* | 0.07* | 0.06* | 0.06* | 0.06* | 0.05* | |||||||
R-squared¶ (level 1/level 2) | – | 0.09/0.23 | 0.13/0.33 | 0.17/0.46 | 0.18/0.42 | 0.18/0.40 | 0.19/0.58 |
Number of observations are 21 208 in all models.
*P<0.05.
**P<0.01.
***P<0.001.
†Adjusted for only demographic variables including marital status, age and gender.
‡Adjusted for both demographic and socioeconomic status variables including marital status, age, gender, job status and education level.
§US$1 ≒ 1128 Korea Won.
¶R-squared proposed by Snijders and Bosker.