A Non-Randomised Controlled Study of Interventions Embedded in the Curriculum to Improve Student Wellbeing at University
Abstract
:1. Introduction
Objectives
2. Methods
2.1. Participants and Setting
2.2. Sample Size
2.3. Interventions
2.4. Outcomes
2.5. Factor Analysis to Determine Wellbeing Measures
2.6. Time 2 Survey Measures
2.7. Blinding
2.8. Statistical Methods
3. Results
3.1. Participant Flow
3.2. Baseline Data
3.3. Outcomes and Estimation
3.4. Wellbeing Outcomes
3.5. Learning Approach
3.6. Views on Embedding Wellbeing in the Curriculum
4. Discussion
4.1. Strengths
4.2. Limitations
4.3. Generalisability
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Psychology (All Years) | English Studies (All Years) | Nursing (1st Years) | International Politics (2nd Years) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Intervention N = 50 | Control N = 25 | p-Value | Intervention N = 11 | Control N = 6 | p-Value | Intervention N = 12 | Control N = 8 | p-Value | Intervention N = 24 | Control N = 17 | p-Value | |
Year of study, N(%) | 0.06 | 0.002 * | - | - | ||||||||
1st year | 15 (30) | 2 (8) | 9 (82) | 0 (0) | 12 (100) | 8 (100) | - | - | ||||
2nd year | 24 (48) | 13 (52) | 0 (0) | 3 (50) | - | - | 24 (100) | 16 (100) | ||||
3rd year | 11 (22) | 10 (40) | 2 (18) | 3 (50) | - | - | - | - | ||||
Age (years), N(%) | 0.02 * | 1.00 | 0.51 | 1.00 | ||||||||
17–20 | 41 (84) | 14 (56) | 9 (90) | 5 (83) | 9 (75) | 4 (57) | 16 (67) | 11 (65) | ||||
21–24 | 6 (12) | 8 (32) | 1 (10) | 1 (17) | 1 (8) | 0 (0) | 7 (29) | 6 (35) | ||||
25+ | 2 (4) | 3 (12) | 0 (0) | 0 (0) | 2 (17) | 3 (43) | 1 (4) | 0 (0) | ||||
Gender, N(%) | 0.26 | 1.00 | 0.61 | 0.03* | ||||||||
Female | 48 (98) | 23 (92) | 8 (80) | 5 (83) | 11 (92) | 6 (86) | 16 (67) | 5 (29) | ||||
Male | 1 (2) | 2 (8) | 2 (20) | 1 (17) | 1 (8) | 0 (0) | 8 (33) | 12 (71) | ||||
I use another term | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 1 (14) | 0 (0) | 0 (0.0) | ||||
Ethnicity, N(%) | 0.94 | 0.79 | 0.16 | 0.32 | ||||||||
White British | 10 (20) | 5 (20) | 4 (40) | 2 (33) | 3 (25) | 2 (29) | 8 (33) | 3 (18) | ||||
Other white background | 12 (25) | 5 (20) | 3 (30) | 1 (17) | 0 (0) | 2 (29) | 7 (29) | 9 (53) | ||||
BAME $ | 27 (55) | 15 (60) | 3 (30) | 2 (33) | 9 (75) | 3 (43) | 9 (38) | 5 (29) | ||||
Prefer not to say | 0 (0.0) | 0 (0) | 0 (0) | 1 (17) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | ||||
Part-time job, N(%) | 0.47 | 0.22 | 0.07 | 0.01* | ||||||||
Yes | 11 (22) | 7 (28) | 6 (60) | 1 (17) | 6 (50) | 0 (0) | 12 (50) | 3 (18) | ||||
No | 38 (78) | 18 (72) | 4 (40) | 5 (83) | 6 (50) | 7 (100) | 12 (50) | 14 (82) | ||||
Student status, N(%) | 0.20 | 0.46 | 0.37 | 0.52 | ||||||||
Home (UK) | 24 (49) | 18 (72) | 9 (90) | 4 (68) | 12 (100) | 6 (86) | 12 (50) | 5 (29) | ||||
EU | 10 (20) | 3 (12) | 1 (10) | 1 (17) | 0 (0) | 1 (14) | 6 (25) | 6 (35) | ||||
International | 15 (31) | 4 (16) | 0 (0) | 1 (17) | 0 (0) | 0 (0) | 6 (25) | 6 (35) | ||||
Disability status, N(%) | 0.17 | 1.00 | 0.52 | 1.00 | ||||||||
Yes | 2 (4) | 21 (84) | 2 (20) | 1 (17) | 1 (8) | 2 (29) | 1 (4) | 1 (6) | ||||
No | 46 (94) | 4 (16) | 8 (80) | 5 (83) | 11 (92) | 5 (71) | 22 (92) | 15 (88) | ||||
Prefer not to say | 1 (2) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 1 (4) | 1 (6) | ||||
First in family to study at university, N(%) | 0.17 | 0.68 | 0.63 | 0.78 | ||||||||
Yes | 16 (33) | 4 (16) | 2 (20) | 0 (0) | 6 (50) | 2 (29) | 3 (13) | 1 (6) | ||||
No | 33 (67) | 21 (84) | 7 (70) | 6 (100) | 6 (50) | 5 (71) | 20 (83) | 16 (94) | ||||
Unsure | 0 (0) | 0 (0) | 1 (10) | 0 (0) | 0 (0) | 0 (0) | 1 (4) | 0 (0) | ||||
Caring responsibilities, N(%) | 1.00 | 1.00 | 0.31 | 0.29 | ||||||||
Yes | 3 (6) | 2 (8) | 1 (10) | 0 (0) | 2 (17) | 3 (43) | 1 (4) | 3 (18) | ||||
No | 46 (94) | 23 (92) | 9 (90) | 6 (100) | 10 (83) | 4 (57) | 23 (96) | 14 (82) |
Name | Number of Students Taking Module; Year of Study | Why: Wellbeing Approach | What | Who Provided | How/Where | When and How Much |
Intervention modules | ||||||
Psychology: Graduate Attributes | N = 296; All years | Academic-based strategy | Sessions on core study skills, digital literacy, skills for mental wellbeing, communication skills, and building a career. | Senior lecturers and teaching fellows in Psychology department | Online; mixture of synchronous and asynchronous (LinkedIn learning videos) | Two semesters (October 2020–March 2021); 20 sessions |
English Studies: Skills and Support for your Degree | N = 220; All years | Academic-based strategy | Skills development for degree, career support to improve wellbeing. | Senior lecturers in English department | Online; synchronous | Two semesters (October 2020–March 2021); 22 sessions |
Nursing: Wellbeing in London | N = 36; 1st years | Five ways to wellbeing | Supports students to engage in the ‘5 ways to wellbeing’ approach: keep moving, invest in relationships, never stop learning, give to others and savour the moment. | Lecturer in Nursing Education | Online; synchronous | One semester (January–March 2021); 6 sessions |
International Politics: Issues in International Politics | N = 89; 2nd years | Curriculum infusion | Teaches theoretical and empirical content regarding international relations. Sessions are structured around human emotions. | Teaching fellow and graduate teaching assistant | Online; synchronous | One semester (January–March 2021); 10 sessions |
Control modules | ||||||
Psychology: Graduate Attributes | N = 348; All years | Less intensive intervention, i.e., same as intervention but attended <4 sessions | Two semesters (October 2020–March 2021); <4 sessions | |||
English Studies: Skills and Support for your Degree | N = 380; All years | Less intensive intervention, i.e., same as intervention but attended <4 sessions | Two semesters (October 2020–March 2021); <4 sessions | |||
Nursing: Mental Health in Context | N = 38; 1st years | Did not aim to improve student wellbeing | Teaches students about the multiplicity of mental health presentations, their different management styles, and the ethical issues that surround them. | Lecturer in Nursing Education | Online; synchronous | One semester (January–March 2021); 6 sessions |
International Politics: Economics of the Public Sector | N = 46; 2nd years | Did not aim to improve student wellbeing | Teaches economic analysis of taxation and spending on the welfare state in the UK. | Reader in Political Economy | Online; synchronous | One semester (January–March 2021); 10 sessions |
Measure | Number of Items | Scoring | Scores Range from… | What Scores Represent | Example Item | Internal Consistency (Cronbach’s Alpha) |
---|---|---|---|---|---|---|
SCS* | 12 | 1–7 Strongly disagree to strongly agree | 12 to 84 | Higher scores = higher campus connectedness | There are people at university with whom I feel a close bond. | 0.92 [36] |
UCLA-6 | 6 | 1–4 Never, rarely, sometimes, often | 6 to 24 | Higher scores = greater loneliness | I lack companionship. | 0.82 [24] |
SWEMWBS | 7 | 1–5 None of time, rarely, some of time, often, all of time | 7 to 35 | Higher scores = more positive mental wellbeing | I have been feeling optimistic about the future. | 0.84 [37] |
Flourishing Scale * | 8 | 1–7 Strongly disagree to strongly agree | 8 to 56 | Higher scores = greater sense of flourishing | I lead a purposeful and meaningful life. | 0.89 [38] |
SC-SF | 12 | 1–5 Almost never to almost always | 12 to 60 | Higher scores = higher self-compassion | I try to be understanding and patient towards those aspects of my personality I do not like. | 0.86 [27] |
Short Burnout | 3 | 1–6 Strongly disagree to strongly agree | 3 to 18 | Higher scores = higher burnout | I feel burned out from my studies. | Exhaustion and cynicism subscales = 0.66 and 0.79, respectively [28] |
SISE | 1 | 1–5 Strongly disagree to strongly agree | 1 to 5 | Higher scores = higher self-esteem | I have high self-esteem. | 0.75 [29] |
R-SPQ-2F: Deep learning approach subscale | 10 | 1–5 Never or only rarely true of me, sometimes true of me, true of me about half the time, frequently true of me, always or almost always true of me | 10 to 50 | Higher scores = greater use of deep learning approach | I find that, at times, studying gives me a feeling of deep personal satisfaction. | 0.73 [35] |
R-SPQ-2F: Surface learning approach subscale | 10 | 1–5 Never or only rarely true of me, sometimes true of me, true of me about half the time, frequently true of me, always or almost always true of me | 10 to 50 | Higher scores = greater use of surface learning approach | My aim is to pass the course while doing as little work as possible. | 0.64 [35] |
Psychology | English Studies | Nursing | International Politics | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Outcome | Intervention | Control | Intervention | Control | Intervention | Control | Intervention | Control | |||||||||
N | M(SD) | N | M(SD) | N | M(SD) | N | M(SD) | N | M(SD) | N | M(SD) | N | M(SD) | N | M(SD) | ||
Wellbeing | Pre | 50 | 21.40 (3.93) | 25 | 20.36 (3.41) | 11 | 19.22 (2.20) | 6 | 19.31 (2.74) | 8 | 19.94 (2.96) | 6 | 20.27 (2.91) | 19 | 19.19 (4.37) | 13 | 21.95 (4.60) |
Post | 50 | 20.51 (3.87) | 25 | 19.22 (3.35) | 11 | 18.53 (4.62) | 6 | 17.67 (5.83) | 8 | 21.59 (3.42) | 6 | 21.83 (2.80) | 19 | 19.79 (3.06) | 13 | 21.17 (3.96) | |
Mean difference | −0.89 | −1.14 | −0.69 | −1.64 | 1.65 | 1.56 | −0.60 | −0.78 | |||||||||
Loneliness | Pre | 50 | 14.46 (4.40) | 25 | 15.00 (5.23) | 11 | 17.64 (3.93) | 6 | 15.33 (4.46) | 8 | 16.25 (3.85) | 6 | 18.33 (3.20) | 19 | 14.42 (3.83) | 13 | 14.46 (4.47) |
Post | 50 | 14.64 (4.26) | 25 | 16.60 (5.37) | 11 | 16.55 (5.05) | 6 | 16.83 (3.97) | 8 | 15.38 (3.58) | 6 | 14.67 (2.07) | 19 | 13.79 (3.90) | 13 | 13.54 (5.03) | |
Mean difference | 0.18 | 1.60 | −1.09 | 1.50 | −0.87 | −3.66 | −0.63 | −0.92 | |||||||||
Self-compassion | Pre | 50 | 35.22 (8.54) | 25 | 33.16 (8.84) | 11 | 28.82 (6.00) | 6 | 30.83 (2.86) | 8 | 30.88 (9.98) | 6 | 35.50 (10.73) | 18 | 36.06 (7.82) | 13 | 38.23 (8.79) |
Post | 50 | 35.14 (8.24) | 25 | 33.20 (6.65) | 11 | 30.81 (8.36) | 6 | 27.33 (4.23) | 8 | 34.00 (8.82) | 6 | 37.67 (11.13) | 18 | 35.06 (8.34) | 13 | 35.23 (7.01) | |
Mean difference | −0.08 | 0.04 | 1.99 | −3.50 | 3.12 | 2.17 | −1.00 | −3.00 | |||||||||
Self-esteem | Pre | 49 | 2.76 (1.11) | 25 | 2.48 (1.05) | 11 | 2.20 (0.79) | 6 | 3.17 (0.98) | 8 | 3.00 (0.93) | 6 | 2.33 (0.82) | 19 | 3.47 (1.17) | 13 | 3.77 (0.83) |
Post | 49 | 3.04 (1.11) | 25 | 2.60 (1.04) | 11 | 2.00 (0.78) | 6 | 1.83 (0.98) | 8 | 3.13 (1.13) | 6 | 2.33 (0.82) | 19 | 3.53 (1.22) | 13 | 3.85 (0.80) | |
Mean difference | 0.28 | 0.12 | −2.00 | −1.34 | 0.13 | 0 | 0.06 | 0.83 | |||||||||
Burnout | Pre | 50 | 9.04 (3.72) | 25 | 10.96 (4.07) | 11 | 11.10 (3.21) | 6 | 11.33 (5.20) | 7 | 11.86 (3.98) | 6 | 9.67 (4.03) | 19 | 11.68 (4.45) | 13 | 11.62 (2.69) |
Post | 50 | 11.76 (4.17) | 25 | 14.64 (3.09) | 11 | 12.64 (3.04) | 6 | 13.50 (4.59) | 7 | 10.00 (2.24) | 6 | 9.50 (3.83) | 19 | 13.84 (4.23) | 13 | 12.23 (4.87) | |
Mean difference | 2.72 | 3.68 | 1.54 | 2.17 | −1.86 | −0.17 | 2.16 | 0.61 | |||||||||
Deep learning approach | Pre | 50 | 32.36 (6.22) | 25 | 28.76 (6.88) | 11 | 31.10 (6.87) | 6 | 28.17 (10.07) | 7 | 27.43 (9.05) | 6 | 35.83 (3.66) | 18 | 29.61 (7.36) | 13 | 33.23 (6.44) |
Post | 50 | 29.44 (6.82) | 25 | 26.60 (6.80) | 11 | 30.18 (9.13) | 6 | 25.50 (12.28) | 7 | 31.86 (8.60) | 6 | 34.33 (3.61) | 18 | 29.00 (9.27) | 13 | 32.08 (7.06) | |
Mean difference | −2.92 | −2.16 | −0.92 | −2.67 | 4.43 | −1.5 | −0.61 | −1.15 | |||||||||
Surface learning approach | Pre | 50 | 23.52 (7.04) | 25 | 23.80 (8.13) | 11 | 21.70 (4.69) | 6 | 23.83 (7.81) | 7 | 26.57 (6.80) | 6 | 18.17 (4.83) | 18 | 26.67 (8.73) | 13 | 24.92 (4.72) |
Post | 49 | 24.33 (7.70) | 25 | 25.32 (8.15) | 11 | 20.18 (4.85) | 6 | 28.33 (11.72) | 7 | 27.71 (7.39) | 6 | 20.00 (6.99) | 18 | 26.89 (8.13) | 13 | 25.54 (7.48) | |
Mean difference | 0.81 | 1.52 | −1.52 | 4.50 | 1.14 | 1.83 | 0.22 | 0.62 | |||||||||
Should universities embed wellbeing in the curriculum? | Pre | 50 | 4.12 (0.69) | 25 | 3.92 (0.86) | 11 | 4.18 (1.17) | 6 | 4.17 (1.17) | 8 | 3.75 (1.17) | 6 | 4.33 (0.52) | 19 | 4.05 (0.91) | 13 | 3.85 (1.46) |
Post | 50 | 4.04 (1.11) | 25 | 4.08 (0.86) | 11 | 3.91 (1.14) | 6 | 3.83 (1.17) | 8 | 3.88 (1.36) | 6 | 3.83 (1.47) | 19 | 4.21 (1.03) | 13 | 4.00 (1.08) | |
Mean difference | −0.08 | 0.16 | −0.27 | −0.33 | 0.13 | −0.50 | 0.16 | 0.15 |
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Upsher, R.; Percy, Z.; Nobili, A.; Foster, J.; Hughes, G.; Byrom, N. A Non-Randomised Controlled Study of Interventions Embedded in the Curriculum to Improve Student Wellbeing at University. Educ. Sci. 2022, 12, 622. https://doi.org/10.3390/educsci12090622
Upsher R, Percy Z, Nobili A, Foster J, Hughes G, Byrom N. A Non-Randomised Controlled Study of Interventions Embedded in the Curriculum to Improve Student Wellbeing at University. Education Sciences. 2022; 12(9):622. https://doi.org/10.3390/educsci12090622
Chicago/Turabian StyleUpsher, Rebecca, Zephyr Percy, Anna Nobili, Juliet Foster, Gareth Hughes, and Nicola Byrom. 2022. "A Non-Randomised Controlled Study of Interventions Embedded in the Curriculum to Improve Student Wellbeing at University" Education Sciences 12, no. 9: 622. https://doi.org/10.3390/educsci12090622
APA StyleUpsher, R., Percy, Z., Nobili, A., Foster, J., Hughes, G., & Byrom, N. (2022). A Non-Randomised Controlled Study of Interventions Embedded in the Curriculum to Improve Student Wellbeing at University. Education Sciences, 12(9), 622. https://doi.org/10.3390/educsci12090622