| Literature DB >> 32932987 |
Kwang-Hi Park1, Hyunlye Kim2, Jaehee Kim3.
Abstract
Stress and depression are representative of the mental health problems of university students worldwide. This cross-sectional study explored the moderating effect of mindfulness on the influence of stress on depression according to the degree of life stress. The participants were 738 university students in years 2-4 in five 4-year universities in South Korea. Depression was positively correlated with stress and negatively with mindfulness at a statistically significant level. In multiple regression analysis, stress was found to have an effect by increasing depression, and mindfulness by relieving depression. In the moderated multiple regression analysis, mindfulness had a moderating effect on the impact of stress on depression only in low-stress groups, showing that the interaction of stress with mindfulness was significantly negative (β = -0.11, t = -2.52, p = 0.012) and the inclusion of this interaction significantly increased the explanatory power for depression variation (F change 6.36, p = 0.012) in the full model. In conclusion, we suggest considering stress levels in the development of mindfulness-based intervention strategies to effectively manage the depression of university students.Entities:
Keywords: depression; mindfulness; stress; university students
Year: 2020 PMID: 32932987 PMCID: PMC7560191 DOI: 10.3390/ijerph17186634
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1A hypothetical model of the moderating effect of mindfulness.
Differences in stress, depression, and mindfulness by general characteristics (N = 738).
| General Characteristics | Stress | Mindfulness | Depression | ||
|---|---|---|---|---|---|
| Variables | Categories | n (%) | M ± SD | ||
| Sex | Male | 189 (25.6) | 27.02 ± 17.39 | 25.25 ± 5.35 | 15.08 ± 9.79 |
| Female | 549 (74.4) | 36.41 ± 17.88 | 24.54 ± 4.72 | 19.18 ± 10.12 | |
| t ( | −6.27 (<0.001) | 1.73 (0.084) | −4.84 (<0.001) | ||
| Age | 0–19 a | 85 (11.5) | 29.89 ± 13.61 | 24.13 ± 4.67 | 16.84 ± 8.53 |
| 20–22 b | 450 (61.0) | 35.99 ± 18.95 | 24.62 ± 4.76 | 19.01 ± 10.21 | |
| 23+ c | 203 (27.5) | 31.33 ± 17.65 | 25.20 ± 5.24 | 16.71 ± 10.60 | |
| F ( | 7.15 (0.001), a, c < b | 1.68 (0.188) | 4.38 (0.013), c < b | ||
| Year | Second a | 219 (29.7) | 30.84 ± 16.02 | 24.49 ± 4.31 | 16.88 ± 9.00 |
| Third b | 315 (42.7) | 36.63 ± 19.50 | 24.67 ± 5.17 | 18.84 ± 10.69 | |
| Fourth c | 204 (27.6) | 33.35 ± 17.85 | 25.05 ± 5.04 | 18.37 ± 10.52 | |
| F ( | 6.81 (0.001), a < b | 0.71 (0.492) | 2.48 (0.084) | ||
| Subjective | Bad a | 79 (10.7) | 47.29 ± 18.45 | 24.62 ± 4.87 | 22.1 ± 11.25 |
| economic | Moderate b | 347 (47.0) | 36.34 ± 17.44 | 23.77 ± 4.63 | 19.31 ± 9.66 |
| status | Good c | 312 (42.3) | 28.38 ± 16.76 | 25.81 ± 4.97 | 15.81 ± 9.97 |
| F ( | 42.35 (<0.001), a > b > c | 14.95 (<0.001), b < c | 17.17 (<0.001), a, b > c | ||
| Subjective | Bad a | 70 (9.5) | 45.76 ± 18.78 | 23.27 ± 4.24 | 26.59 ± 11.66 |
| health status | Moderate b | 303 (41.0) | 37.91 ± 17.95 | 23.62 ± 4.44 | 21.01 ± 9.82 |
| Good c | 365 (49.5) | 28.51 ± 16.37 | 25.92 ± 5.08 | 14.12 ± 8.23 | |
| F ( | 42.44 (<0.001), a > b > c | 22.95 (<0.001), a, b < c | 78.05 (<0.001), a > b > c | ||
M = mean; SD = standard deviation; In the Age variable, “a” is the 0–19 category, “b” is the 20–22 category, and “c” is the 23+ category. In the Year variable, “a” is the Second category, “b” is the Third category, and “c” is the Fourth category. In the Subjective economic status variables, “a” is the Bad category, “b” is the Moderate category, and “c” is the Good category. In the Subjective health status variable, “a” is the Bad category, “b” is the Moderate category, and “c” is the Good category.
Correlations among key variables (N = 738).
| Variables | Stress | Mindfulness | Depression |
|---|---|---|---|
| r ( | |||
| Stress | 1 | ||
| Mindfulness | −0.284 (<0.001) | 1 | |
| Depression | 0.625 (<0.001) | −0.431 (<0.001) | 1 |
Descriptive statistics for the low- and high-stress group (N = 738).
| Variables | Low-Stress Group ( | High-Stress Group ( | Total Group ( | |
|---|---|---|---|---|
| Stress | Range | 3–31 | 32–90 | 3–90 |
| Median | 21 | 46 | 31 | |
| M ± SD (mean per item) | 19.82 ± 7.65 (0.40 ± 0.15) | 48.82 ± 13.67 (0.98 ± 0.27) | 34.00 ± 18.21 (0.68 ± 0.36) | |
| Mindfulness | Range | 13–40 | 14–28 | 13–40 |
| Median | 26 | 24 | 24 | |
| M ± SD (mean per item) | 25.73 ± 5.07 (2.57 ± 0.51) | 23.67 ± 4.47 (2.37 ± 0.45) | 24.72 ± 4.89 (2.47 ± 0.49) | |
| Depression | Range | 0–49 | 2–56 | 0–56 |
| Median | 12 | 23 | 17 | |
| M ± SD (mean per item) | 12.99 ± 7.57 (0.65 ± 0.38) | 23.50 ± 4.47 (1.17 ± 0.49) | 18.13 ± 10.19 (0.91 ± 0.51) |
M = mean; SD = standard deviation.
Moderating effect of mindfulness between stress and depression in the low-stress group (N = 377).
| Independent Variables | Model 1 | Model 2 | Model 3 | Model 4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| β | t |
| β | t |
| β | t |
| β | t |
| |
| Sex | 0.16 | 2.84 | 0.005 | 0.03 | 0.53 | 0.597 | 0.06 | 1.18 | 0.238 | 0.05 | 0.94 | 0.349 |
| Age | ||||||||||||
| 20–22 | −0.01 | −0.13 | 0.900 | 0.00 | −0.00 | 0.998 | 0.00 | −0.01 | 0.994 | −0.01 | −0.13 | 0.898 |
| 23+ | −0.02 | −0.22 | 0.826 | −0.02 | −0.31 | 0.755 | −0.01 | −0.14 | 0.888 | −0.03 | −0.44 | 0.663 |
| Subjective economic status | ||||||||||||
| Bad | −0.01 | −0.27 | 0.784 | −0.04 | −0.76 | 0.447 | −0.04 | −0.96 | 0.336 | −0.06 | −1.27 | 0.207 |
| Moderate | 0.07 | 1.29 | 0.196 | 0.01 | 0.19 | 0.846 | −0.05 | −1.00 | 0.317 | −0.07 | −1.38 | 0.168 |
| Subjective health status | ||||||||||||
| Not satisfied | 0.25 | 4.99 | <0.001 | 0.20 | 4.21 | <0.001 | 0.17 | 3.73 | <0.001 | 0.16 | 3.60 | <0.001 |
| Moderate | 0.19 | 3.65 | <0.001 | 0.16 | 3.32 | 0.001 | 0.12 | 2.51 | 0.013 | 0.12 | 2.70 | 0.007 |
| Stress (A) | 0.40 | 8.31 | <0.001 | 0.32 | 6.78 | <0.001 | 0.33 | 6.98 | <0.001 | |||
| Mindfulness (B) | −0.33 | −7.16 | <0.001 | −0.34 | −7.45 | <0.001 | ||||||
| A × B | −0.11 | −2.52 | 0.012 | |||||||||
| Model F ( | 8.41 (<0.001) | 17.36 (<0.001) | 23.24 (<0.001) | 21.86 (<0.001) | ||||||||
| Adjusted R2 | 0.121 | 0.258 | 0.347 | 0.357 | ||||||||
| R2 (ΔR2) | 0.138 | 0.274 (0.136) | 0.363 (0.089) | 0.374 (0.011) | ||||||||
| ΔF ( | 69.09 (<0.001) | 51.33 (<0.001) | 6.36 (<0.012) | |||||||||
Figure 2Moderating effect of mindfulness in the low- (a) and high- (b) stress groups.