| Literature DB >> 34205114 |
Emma Medlicott1, Alice Phillips1, Catherine Crane1, Verena Hinze1, Laura Taylor1, Alice Tickell1, Jesus Montero-Marin1, Willem Kuyken1.
Abstract
Mental health problems are relatively common during university and adversely affect academic outcomes. Evidence suggests that mindfulness can support the mental health and wellbeing of university students. We explored the acceptability and effectiveness of an 8-week instructor-led mindfulness-based course ("Mindfulness: Finding Peace in a Frantic World"; Williams and Penman, 2011) on improving wellbeing and mental health (self-reported distress), orientation and motivation towards academic goals, and the mechanisms driving these changes. Eighty-six undergraduate and post-graduate students (>18 years) participated. Students engaged well with the course, with 36 (48.0%) completing the whole programme, 52 (69.3%) attending 7 out of 8 sessions, and 71 (94.7%) completing at least half. Significant improvements in wellbeing and mental health were found post-intervention and at 6-week follow-up. Improvements in wellbeing were mediated by mindfulness, self-compassion, and resilience. Improvements in mental health were mediated by improvements in mindfulness and resilience but not self-compassion. Significant improvements in students' orientation to their academic goal, measured by "commitment" to, "likelihood" of achieving, and feeling more equipped with the "skills and resources" needed, were found at post-intervention and at 6-week follow-up. Whilst exploratory, the results suggest that this mindfulness intervention is acceptable and effective for university students and can support academic study.Entities:
Keywords: mental health; mindfulness; resilience; self-compassion; student; university; wellbeing
Mesh:
Year: 2021 PMID: 34205114 PMCID: PMC8199969 DOI: 10.3390/ijerph18116023
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1The proposed model of change following participation in a MBP for university students.
Figure 2The independent variable is the repeated-measures factor (e.g., time: X). M is the pre‒post difference in the corresponding mechanistic variable. The dependent variable is the pre-follow-up difference in the corresponding main outcome (Y). “a*b” = indirect effect through the mediator. “c’” = direct effect after adjusting for the mediating effects.
Baseline characteristics of the study sample.
| Demographics | Sample (n = 86) |
|---|---|
| Gender, n (%) | |
| Female | 58 (67%) |
| Male | 27 (31.4%) |
| Other | 1 (1.2%) |
| Age, Mn (SD) | 24.91 (6.33) |
| Ethnicity, n (%) | |
| Arab | 1 (1.2%) |
| Chinese | 4 (4.7%) |
| Indian | 3 (3.5%) |
| Other Asian | 2 (2.3%) |
| Other Mixed/Multiple Ethnicities | 3 (3.5%) |
| Other White | 27 (31.4%) |
| Prefer not to say | 3 (3.5%) |
| White Asian | 4 (4.7%) |
| White British | 37 (43.0%) |
| White Irish | 2 (2.3%) |
| Degree level, n (%) | |
| Bachelor’s Degree | 33 (38.4%) |
| Master’s Degree | 26 (30.2%) |
| Doctorate | 25 (29.1%) |
| Other a | 2 (2.3%) |
|
| |
| Mental Health Problem previously diagnosed (yes), n (%) | 32 (37%) b |
| ADHD | 1 (1.2%) |
| Anxiety Disorder | 2 (2.3%) |
| Bipolar Disorder | 1 (1.2%) |
| Depersonalization–Derealisation Disorder | 1 (1.2%) |
| Depression | 9 (10.5%) |
| Eating Disorder | 4 (4.7%) |
| PTSD | 1 (1.2%) |
| Co-morbid Disorders | 13 (15.1%) |
| Currently experiencing Mental Health Problems (yes), n (%) | 22 (26%) c |
| ADHD | 1 (1.2%) |
| Anxiety Disorder | 1 (1.2%) |
| Bipolar Disorder | 1 (1.2%) |
| Co-morbid Disorders | 12 (14%) |
| Depersonalization–Derealisation Disorder | 1 (1.2%) |
| Depression | 5 (5.8%) |
| Eating Disorder | 1 (1.2%) |
| Mental Health Interventions, n (%) | 28 (33%) c |
| Talking Therapy | 13 (15.1%) |
| Medication | 10 (11.6%) |
| Talking therapy and Medication | 5 (5.8%) |
|
| |
| Previous Experience Meditating, n (%) | 45 (52%) d |
| Mobile App | 14 (16.3%) |
| Partial or completed attendance on a Mindfulness Based Program | 9 (10.5%) |
| Mindfulness Retreat | 3 (3.5%) |
| Other e | 16 (18.6%) |
| Not specified | 3 (3.5%) |
| Expectations of benefits from the course (range: 0–10), Mn (SD) | 7.09 (1.64) |
a e.g., PGCE. b Prefer not to say: n = 1; c Prefer not to say: n = 2; d Missing data: n = 11; e e.g., Yoga.
Figure 3Flowchart of participants.
Complete cases analysis of primary outcomes.
| Variable | Time | n | Mean (SD) | d | B (95% CI) |
|
|---|---|---|---|---|---|---|
| WEMWBS | T0 | 86 | 20.57 (3.61) | |||
| T1 | 74 | 22.76 (4.04) | 0.59 | 2.08 (1.26 to 2.89) | <0.001 | |
| T2 | 60 | 22.94 (4.09) | 0.50 | 2.09 (1.22 to 2.97) | <0.001 | |
| CORE-10 | T0 | 86 | 12.14 (6.75) | |||
| T1 | 74 | 9.11 (5.45) | −0.45 | −2.63 (−3.91 to −1.36) | <0.001 | |
| T2 | 60 | 9.15 (5.61) | −0.36 | −2.39 (−3.77 to −1.01) | 0.001 |
WEMWBS: Warwick Edinburgh Mental Wellbeing scale; CORE-10: Clinical Outcomes Routine Evaluation-10. d: Cohen’s d effect size from adjusted means. B: unstandardised regression coefficient using mixed models with subjects as random effects. 95% CI: 95% confidence interval.
The interaction effect between the time and mental health problems (current or previous diagnoses) on distress (CORE-10) scores using complete cases.
| Mean (SD) | n | Mean (SD) | n | Time | d | B (95% CI) |
|
|---|---|---|---|---|---|---|---|
| Current case | Non-case | ||||||
| 17.30 (6.61) | 23 | 9.98 (5.64) | 61 | T0 | |||
| 11.13 (7.10) | 16 | 8.23 (4.48) | 56 | T1 | −0.99 | −4.97 (−7.93 to −2.01) | 0.001 |
| 11.09 (6.96) | 11 | 8.32 (4.96) | 47 | T2 | −0.89 | −4.40 (−7.75 to −1.04) | 0.010 |
| Previous case | Non-case | ||||||
| 14.81 (7.58) | 32 | 10.34 (5.53) | 53 | T0 | |||
| 9.36 (6.47) | 25 | 8.69 (4.52) | 48 | T1 | −0.67 | −3.94 (−6.58 to −1.30) | 0.003 |
| 9.15 (6.04) | 20 | 8.87 (5.23) | 39 | T2 | −0.58 | −3.41 (−6.27 to −0.55) | 0.019 |
Current case: currently experiencing mental health problems. Previous case: previous diagnoses of mental health problems. d: Cohen’s d effect size from adjusted means. B: unstandardised regression coefficient using mixed models with subjects as random effects. 95% CI: 95% confidence interval.
Complete cases analysis on the proposed mediators.
| Variable | Time | n | Mean (SD) | d | B (95% CI) |
|
|---|---|---|---|---|---|---|
| FFMQ-SF | T0 | 86 | 35.28 (7.06) | |||
| T1 | 74 | 40.14 (6.42) | 0.62 | 4.45 (2.92 to 5.98) | <0.001 | |
| T2 | 60 | 41.22 (6.38) | 0.72 | 5.40 (3.75 to 7.05) | <0.001 | |
| SCS-SF | T0 | 86 | 2.67 (0.71) | |||
| T1 | 74 | 3.09 (0.69) | 0.59 | 0.37 (0.24 to 0.49) | <0.001 | |
| T2 | 60 | 3.18 (0.72) | 0.67 | 0.41 (0.28 to 0.55) | <0.001 | |
| CDRISC | T0 | 86 | 24.76 (7.09) | |||
| T1 | 74 | 27.22 (6.58) | 0.44 | 2.25 (1.10 to 3.41) | <0.001 | |
| T2 | 60 | 28.07 (6.82) | 0.49 | 3.03 (1.78 to 4.28) | <0.001 |
FFMQ-SF: Five-Facet Mindfulness Questionnaire-Short Form. SCS-SF: Self-Compassion Scale-Short Form. CDRISC: Connor–Davidson Resilience Scale. d: Cohen’s d effect size from adjusted means. B: unstandardised regression coefficient using mixed models with subjects as random effects. 95% CI: 95% confidence interval.
Complete cases analysis of student’s orientation towards their academic goals.
| Variable | Time | n | Mean (SD) | d | B (95% CI) |
|
|---|---|---|---|---|---|---|
| Likelihood of achieving goal | T0 | 86 | 6.79 (1.56) | |||
| T1 | 74 | 7.20 (1.58) | 0.28 | 0.40 (0.02 to 0.78) | 0.039 | |
| T2 | 60 | 7.42 (1.56) | 0.34 | 0.57 (0.16 to 0.97) | 0.006 | |
| Skills and resources | T0 | 86 | 7.12 (1.75) | |||
| T1 | 74 | 7.61 (1.66) | 0.33 | 0.48 (0.12 to 0.85) | 0.011 | |
| T2 | 60 | 7.88 (1.59) | 0.37 | 0.68 (0.28 to 1.08) | 0.001 | |
| Commitment | T0 | 86 | 7.70 (1.74) | |||
| T1 | 74 | 8.49 (1.74) | 0.43 | 0.74 (0.36 to 1.11) | <0.001 | |
| T2 | 60 | 8.62 (1.49) | 0.49 | 0.77 (0.37 to 1.17) | <0.001 | |
| Intrinsic motivation | T0 | 86 | 7.56 (1.91) | |||
| T1 | 74 | 7.58 (1.82) | 0.01 | 0.01 (−0.41 to 0.44) | 0.954 | |
| T2 | 60 | 8.03 (1.66) | 0.23 | 0.42 (−0.04 to 0.88) | 0.075 | |
| Extrinsic motivation | T0 | 86 | 2.37 (2.41) | |||
| T1 | 74 | 2.88 (2.54) | 0.21 | 0.50 (−0.08 to 1.07) | 0.089 | |
| T2 | 60 | 2.68 (2.05) | 0.16 | 0.36 (−0.25 to 0.98) | 0.249 |
Analyses of secondary outcomes. d: Cohen’s d effect size from adjusted means. B: unstandardised regression coefficient using mixed models with subjects as random effects. 95% CI: 95% confidence interval.
The mediating role of mindfulness on main outcomes.
| Direct Effects | Indirect Effects | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Outcome | R2 | Path | Coef. | SE | 95% CI † | Path | Boot. | SE | 95% CI ‡ |
| WEMWBS | 0.27 *** | a | 3.80 *** | 0.98 | 1.84 to 5.76 | a1*b1 | 1.10 | 0.43 | 0.38 to 2.05 |
| b | 0.29 *** | 0.06 | 0.16 to 0.42 | ||||||
| c | 1.96 *** | 0.55 | 0.86 to 3.05 | ||||||
| c’ | 0.86 | 0.54 | −0.22 to 1.93 | ||||||
| CORE-10 | 0.27 *** | a | 3.80 *** | 0.98 | 1.84 to 5.76 | a1*b1 | −1.59 | 0.50 | −2.65 to −0.69 |
| b | −0.42 *** | 0.10 | −0.62 to −0.22 | ||||||
| c | −2.12 * | 0.85 | −3.82 to −0.41 | ||||||
| c’ | −0.53 | 0.83 | −0.20 to 1.14 | ||||||
WEMWBS: Warwick Edinburgh Mental Wellbeing scale. CORE−10: Clinical Outcomes Routine Evaluation-10. R2: multiple determination coefficient as an effect size measure. Coef: unstandardised regression coefficient. Boot: bootstrapped unstandardised regression coefficient. SE: standard error. 95% CI († 95% confidence interval; ‡ 95% bias-corrected bootstrap confidence interval for the indirect effect using 10,000 samples). “a*b” = indirect effects through mindfulness (see Figure 2). Path “c” refers to the unadjusted direct effects of X on Y. *** p < 0.001. * p < 0.05.
The mediating role of self-compassion on main outcomes.
| Direct Effects | Indirect Effects | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Outcome | R2 | Path | Coef. | SE | 95% CI † | Path | Boot | SE | 95% CI ‡ |
| WEMWBS | 0.13 * | a | 0.38 *** | 0.08 | 0.23 to 0.54 | a*b | 0.98 | 0.45 | 0.22 to 1.98 |
| b | 2.57 ** | 0.89 | 0.79 to 4.35 | ||||||
| c | 1.96 *** | 0.55 | 0.86 to 3.05 | ||||||
| c’ | 0.97 | 0.62 | −0.27 to 2.21 | ||||||
| CORE−10 | 0.06 | a | 0.38 *** | 0.08 | 0.23 to 0.54 | a*b | −0.94 | 0.57 | −2.13 to 0.11 |
| b | −2.44 | 1.44 | −5.33 to 0.44 | ||||||
| c | −2.12 * | 0.85 | −3.82 to −0.41 | ||||||
| c’ | −1.18 | 1.01 | −3.20 to 0.84 | ||||||
WEMWBS: Warwick Edinburgh Mental Wellbeing scale. CORE-10: Clinical Outcomes Routine Evaluation-10. R2: multiple determination coefficient as an effect size measure. Coef: unstandardised regression coefficient. Boot: bootstrapped unstandardised regression coefficient. SE: standard error. 95% CI († 95% confidence interval; ‡ 95% bias-corrected bootstrap confidence interval for the indirect effect using 10,000 samples). “a*b” = indirect effects through mindfulness (see Figure 2). Path “c” refers to the unadjusted direct effects of X on Y. *** p < 0.001. ** p < 0.01. * p < 0.05.
The mediating role of resilience on main outcomes.
| Direct Effects | Indirect Effects | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Outcome | R2 | Path | Coef. | SE | 95% CI † | Path | Boot | SE | 95% CI ‡ |
| WEMWBS | 0.10 * | a | 2.07 ** | 0.70 | 0.68 to 3.46 | a*b | 0.53 | 0.25 | 0.12 to 1.10 |
| b | 0.25 * | 0.10 | 0.06 to 0.45 | ||||||
| c | 1.96 *** | 0.55 | 0.86 to 3.05 | ||||||
| c’ | 1.43 * | 0.57 | 0.30 to 2.56 | ||||||
| CORE-10 | 0.13 * | a | 2.07 ** | 0.70 | 0.68 to 3.46 | a*b | −0.69 | 0.40 | −1.59 to −0.07 |
| b | −0.33 * | 0.15 | −0.64 to −0.03 | ||||||
| c | −2.12 * | 0.85 | −3.82 to −0.41 | ||||||
| c’ | −1.43 | 0.87 | −3.17 to 0.31 | ||||||
WEMWBS: Warwick Edinburgh Mental Wellbeing scale. CORE-10: Clinical Outcomes Routine Evaluation-10. R2: multiple determination coefficient as an effect size measure. Coef: unstandardised regression coefficient. Boot: bootstrapped unstandardised regression coefficient. SE: standard error. 95% CI († 95% confidence interval; ‡ 95% bias-corrected bootstrap confidence interval for the indirect effect using 10,000 samples). “a*b” = indirect effects through mindfulness (see Figure 2). Path “c” refers to the unadjusted direct effects of X on Y. *** p < 0.001. ** p < 0.01. * p < 0.05.