1 Work requires psychological capacities
1.1 Psychological demands in modern working world and professional education
1.2 Mental health problems
1.3 Question of research
2 Method
2.1 Participants
2.2 Instruments
Scale | Dimensions or item examples | Rating | Cronbachs alpha |
---|---|---|---|
Mini-ICF-APP‑S (Linden et al. 2018), 13 items, based on the Mini-ICF-APP capacity observer-rating (Linden et al. 2009) | Dimensions: (1) adjust to rules and routines, (2) plan and structure tasks, (3) be flexible, (4) apply knowledge, (5) make decisions, (6) be proactive, (7) be enduring, (8) be assertive, (8) interact with other persons, (10) integrate in groups, (11) build dyadic relations, (12) care for oneself, and (13) move around | Bipolar rating from 0 = this is definitely a strength of mine to 3 = this is somehow possible to 4 = this does not always work to 7 = I am fully unfit to do this | 0.789 |
College Phobia Scale CPS 6 items, based on and adapted from the Workplace Phobia Scale (Muschalla and Linden 2009) | Item examples: “I feel severely uncomfortable when I am at college”, “I had to go on sick leave once or for several times because I could not stand the problems at college any longer”, “When imagining I have to pass a complete day at college, I get feelings of panic.” | Likert-scale from 0 = no anxiety to 4 = severe anxiety | 0.876 |
Exam Anxiety Scale (Hodapp et al. 2011), 20 items | Item examples: “I feel anxious”, “I think about what happens if I do bad”, “I have sudden thoughts in my head which make me blocked” | Likert-scale from 1 = almost never to 4 = almost always | 0.890 |
Procrastination Scale GPS‑K (Klingsiek and Fries 2018), 9 items | Item examples: “I usually get my tasks finished only shortly before the deadline” or “I usually finish tasks earlier than necessary” | Likert scale from 1 = typical to 5 = untypical | 0.927 |
Self-efficacy in education Scale 8 items, adapted from the scale for occupational self-efficacy (Schyns and Collani 2002) | Item examples: “In case unexpected events occur I know how I should behave” “I see problems in my studies relaxed because I can trust in my capacities” | Likert scale from 1 = not at all to 6 = completely correct | 0.882 |
3 Results
3.1 Education-related problems and personal characteristics
Characteristics | OH Students without health problems (n = 238) | PH Students with physical health problems (n = 47) | MH Students with mental health problems (n = 40) | PMH Students with both physical and mental health problems (n = 40) | Significance of difference between the groups (T-test or X2-Test) Post-hoc tests, Bonferroni adjusted p |
---|---|---|---|---|---|
Age | 22.70 (3.57) | 23.80 (4.59) | 23.43 (3.22) | 24.18 (5.00) | OHvsPH. 567 OHvs.MH 1.000 OHvsPMH. 151 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 |
Sex female (%) | 61.6% | 81.6% | 86.7% | 89.5% | OHvsPH. 066 OHvs.MH. 004 OHvsPMH. 002 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 |
High school leaving grade (1 best— 4 sufficient) | 2.18 (0.77) | 2.17 (0.49) | 2.18 (1.16) | 2.24 (0.69) | OHvsPH 1.000 OHvs.MH 1.000 OHvsPMH 1.000 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 |
Number of college semester presently studying | 6.03 (4.20) | 7.30 (5.23) | 6.06 (4.15) | 7.65 (4.68) | OHvsPH. 542 OHvs.MH 1.000 OHvsPMH. 186 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH. 557 |
Sick leave duration in weeks in the past 12 months, illness-related absence from university | 0.89 (2.20) | 2.85 (8.21) | 2.66 (3.80) | 5.77 (9.26) | OHvsPH. 085 OHvs.MH. 106 OHvsPMH. 000 PHvsMH 1.000 PHvsPMH. 032 MHvsPMH. 012 |
Other absence duration in weeks in the past 12 months | 1.45 (3.10) | 2.08 (3.33) | 1.44 (1.79) | 2.59 (4.46) | OHvsPH 1.000 OHvs.MH 1.000 OHvsPMH. 216 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH. 561 |
College-related anxiety (0 = low 4 = high) | 0.49 (0.61) | 0.63 (0.63) | 1.33 (0.95) | 1.51 (1.02) | OHvsPH 1.000 OHvs.MH. 000 OHvsPMH. 000 PHvsMH. 000 PHvsPMH. 000 MHvsPMH 1.000 |
College-related self-efficacy (1 = low 6 = high) | 3.94 (0.77) | 3.84 (0.71) | 3.05 (0.91) | 3.33 (0.79) | OHvsPH 1.000 OHvs.MH. 000 OHvsPMH. 000 PHvsMH. 000 PHvsPMH. 023 MHvsPMH. 579 |
Exam anxiety (1 = never 4 = always) | 2.17 (0.43) | 2.25 (0.54) | 2.74 (0.74) | 2.73 (0.52) | OHvsPH 1.000 OHvs.MH. 000 OHvsPMH. 000 PHvsMH. 000 PHvsPMH. 000 MHvsPMH 1.000 |
Procrastination behavior (1 = not typical 5 = very typical) | 3.04 (0.95) | 3.23 (0.94) | 3.41 (1.12) | 3.22 (0.99) | OHvsPH 1.000 OHvs.MH. 108 OHvsPMH 1.000 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 |
3.2 Psychological capacities
Soft Skills according to Mini-ICF-APP‑S Ratings for all capacity dimensions: 0 = This is clearly a strength of mine, 7 = I am fully unfit | OH Students without health problems (n = 238) | PH Students with physical health problems (n = 47) | MH Students with mental health problems (n = 40) | PMH Students with both physical and mental health problems (n = 40) | Significance of difference between the groups Post-hoc tests, Bonferroni adjusted p | General population sample GP (N = 102, Linden et al. 2018) | Persons with mental disorders GM (N = 1143, Linden et al. 2018) | Significance of difference in T‑test |
---|---|---|---|---|---|---|---|---|
Adherence to regulations | 1.21 (1.18) | 1.33 (1.14) | 1.45 (1.25) | 1.25 (1.03) | OHvsPH 1.000 OHvs.MH 1.000 OHvsPMH 1.000 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 | 1.25 (1.21) | 1.62 (1.50) | MHvsGP 1.000 MHvsGM 1.000 OHvsGP 1.000 OHvsGM 1.000 |
Planning and structuring of tasks | 1.92 (1.44) | 1.83 (1.13) | 2.68 (1.68) | 2.10 (1.63) | OHvsPH 1.000 OHvs.MH 0.008 OHvsPMH 1.000 PHvsMH 0.042 PHvsPMH 1.000 MHvsPMH 0.397 | 1.53 (1.28) | 2.37 (1.71) | MHvsGP < 0.001 MHvsGM 1.000 OHvsGP 1.000 OHvsGM < 0.001 |
Flexibility and ability to adapt to changes | 2.24 (1.18) | 1.93 (1.33) | 3.19 (1.45) | 3.15 (1.33) | OHvsPH 0.817 OHvs.MH 0.000 OHvsPMH 0.000 PHvsMH 0.000 PHvsPMH 0.000 MHvsPMH 1.000 | 1.86 (1.15) | 3.33 (1.76) | MHvsGP < 0.001 MHvsGM 1.000 OHvsGP < 0.001 OHvsGM < 0.001 |
Competency and application of knowledge | 2.03 (1.07) | 2.10 (1.13) | 2.36 (1.33) | 2.23 (1.14) | OHvsPH 1.000 OHvs.MH 0.361 OHvsPMH 1.000 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 | 1.53 (1.31) | 2.14 (1.53) | MHvsGP < 0.001 MHvsGM 1.000 OHvsGP < 0.001 OHvsGM 1.000 |
Ability to make decisions and judgments | 1.74 (0.96) | 1.55 (0.99) | 1.89 (1.15) | 1.68 (1.07) | OHvsPH 1.000 OHvs.MH 1.000 OHvsPMH 1.000 PHvsMH 0.671 PHvsPMH 1.000 MHvsPMH 1.000 | 1.59 (1.09) | 2.24 (1.48) | MHvsGP 1.000 MHvsGM < 0.001 OHvsGP 1.000 OHvsGM < 0.001 |
Proactivity and spontaneous activity | 2.38 (1.43) | 2.15 (1.55) | 3.11 (1.51) | 3.18 (1.72) | OHvsPH 1.000 OHvs.MH 0.014 OHvsPMH 0.011 PHvsMH 0.018 PHvsPMH 0.014 MHvsPMH 1.000 | 1.88 (1.37) | 3.07 (1.80) | MHvsGP < 0.001 MHvsGM 1.000 OHvsGP < 0.001 OHvsGM < 0.001 |
Endurance and perseverance | 2.42 (1.48) | 2.70 (1.62) | 3.72 (2.00) | 3.73 (1.66) | OHvsPH 1.000 OHvs.MH 0.000 OHvsPMH 0.000 PHvsMH 0.018 PHvsPMH 0.025 MHvsPMH 1.000 | 2.09 (1.56) | 2.68 (1.81) | MHvsGP < 0.001 MHvsGM < 0.001 OHvsGP 1.000 OHvsGM 1.000 |
Assertiveness | 2.45 (1.37) | 2.58 (1.45) | 3.40 (1.41) | 2.95 (1.91) | OHvsPH 1.000 OHvs.MH 0.000 OHvsPMH 0.257 PHvsMH 0.050 PHvsPMH 1.000 MHvsPMH 0.881 | 2.13 (1.37) | 3.33 (1.81) | MHvsGP < 0.001 MHvsGM 1.000 OHvsGP 1.000 OHvsGM < 0.001 |
Contact with others and small talk | 2.56 (1.64) | 1.94 (1.72) | 3.21 (1.94) | 2.95 (1.85) | OHvsPH 0.232 OHvs.MH 0.105 OHvsPMH 1.000 PHvsMH 0.004 PHvsPMH 0.057 MHvsPMH 1.000 | 1.68 (1.34) | 2.68 (1.81) | MHvsGP < 0.001 MHvsGM < 0.001 OHvsGP < 0.001 OHvsGM 1.000 |
Group integration | 1.93 (1.28) | 1.73 (1.57) | 2.62 (1.61) | 2.48 (1.24) | OHvsPH 1.000 OHvs.MH 0.010 OHvsPMH 0.114 PHvsMH 0.014 PHvsPMH 0.083 MHvsPMH 1.000 | 1.48 (1.17) | 2.49 (1.55) | MHvsGP < 0.001 MHvsGM 1.000 OHvsGP 1.000 OHvsGM < 0.001 |
Dyadic or close relations | 1.55 (1.42) | 1.45 (1.39) | 1.79 (1.80) | 1.43 (1.06) | OHvsPH 1.000 OHvs.MH 1.000 OHvsPMH 1.000 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 | 1.29 (1.34) | 1.83 (1.65) | MHvsGP 1.000 MHvsGM 1.000 OHvsGP 1.000 OHvsGM 1.000 |
Self-care | 2.12 (1.42) | 1.75 (1.32) | 3.21 (1.78) | 2.88 (1.52) | OHvsPH 0.837 OHvs.MH 0.000 OHvsPMH 0.017 PHvsMH 0.000 PHvsPMH 0.004 MHvsPMH 1.000 | 2.00 (1.30) | 2.90 (1.56) | MHvsGP < 0.001 MHvsGM < 0.001 OHvsGP 1.000 OHvsGM 1.000 |
Mobility | 0.68 (0.84) | 1.23 (1.51) | 1.34 (1.24) | 1.05 (1.20) | OHvsPH 0.013 OHvs.MH 0.000 OHvsPMH 0.229 PHvsMH 1.000 PHvsPMH 1.000 MHvsPMH 1.000 | 0.68 (0.95) | 2.47 (1.79) | MHvsGP < 0.001 MHvsGM < 0.001 OHvsGP < 0.001 OHvsGM < 0.001 |
3.3 Capacities and health problems
Soft Skills according to Mini-ICF-APP‑S | Age | Sex female | High school leaving grade | Number of college semester presently studying | Sick leave duration in weeks in the past 12 months | Other absence duration in weeks in the past 12 months | College-related anxiety | College-related self-efficacy | Exam anxiety | Procrastination behavior | Mental health problem | Physical health problem |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Mini-ICF-APP‑S Mean | −0.007 | 0.011 | −0.059 | −0.015 | 0.174** | 0.191** | 0.402** | −0.546** | 0.361** | 0.468** | 0.328** | 0.051 |
Adherence to regulations | 0.028 | 0.112* | 0.017 | −0.031 | 0.014 | 0.223** | 0.297** | −0.251** | 0.116* | 0.349** | 0.055 | 0.033 |
Planning and structuring of tasks | −0.018 | 0.039 | 0.078 | −0.141** | 0.132** | 0.122* | 0.267** | −0.344** | 0.288** | 0.583** | 0.128* | −0.014 |
Flexibility and ability to adapt to changes | −0.084 | 0.089 | −0.121* | −0.073 | 0.127** | 0.054 | 0.277** | −0.412** | 0.276** | 0.172** | 0.297** | 0.034 |
Competency and application of knowledge | −0.081 | −0.072 | 0.003 | −0.074 | 0.033 | 0.183** | 0.238** | −0.365** | 0.258** | 0.200** | 0.066 | 0.026 |
Ability to make decisions and judgments | −0.028 | −0.030 | 0.032 | −0.004 | −0.001 | 0.017 | 0.078 | −0.289** | 0.225** | 0.151** | −0.003 | −0.053 |
Proactivity and spontaneous activity | −0.059 | 0.118* | −0.004 | −0.039 | 0.095 | 0.111 | 0.224** | −0.319** | 0.230** | 0.335** | 0.216** | 0.035 |
Endurance and perseverance | 0.051 | −0.090 | −0.017 | 0.013 | 0.232** | 0.165** | 0.418** | −0.452** | 0.354** | 0.428** | 0.314** | 0.154** |
Assertiveness | −0.001 | −0.113* | −0.019 | 0.047 | 0.010 | 0.103* | 0.157** | −0.231** | 0.169** | 0.222** | 0.193** | 0.038 |
Contact with others and small talk | −0.027 | 0.094 | −0.041 | 0.058 | 0.023 | 0.070 | 0.049 | −0.236** | 0.067 | 0.162** | 0.137** | −0.054 |
Group integration | 0.041 | 0.009 | 0.015 | 0.042 | 0.078 | 0.101* | 0.143** | −0.153 | 0.129** | 0.134** | 0.214** | 0.027 |
Dyadic or close relations | 0.035 | 0.197** | −0.017 | 0.027 | −0.003 | 0.104* | 0.027 | −0.096 | 0.050 | 0.089 | 0.028 | −0.009 |
Self-care | 0.082 | −0.049 | −0.112* | 0.016 | 0.160** | 0.080 | 0.262** | −0.347** | 0.257** | 0.232** | 0.264** | 0.023 |
Mobility | 0.078 | −0.035 | −0.131* | 0.013 | 0.144** | 0.020 | 0.241** | −0.198** | 0.132** | 0.023 | 0.190** | 0.110* |