Assessment of the Development of Professional Skills in University Students: Sustainability and Serious Games
Abstract
:1. Introduction and State of Play
1.1. Introduction
1.2. State of Play
1.2.1. Education for Sustainable Development
1.2.2. Sustainable Development Goals
1.2.3. The KPSS for Sustainable Development Among University Students
1.2.4. The Development of ESD through the Serious Game Known as “The Island”
2. Materials and Methods
2.1. Descriptive Data
- α: A constant.
- : The partial relationship between each hth explanatory variable and the explained variable.
- : The hth explanatory variable.
2.2. Data Analysis
3. Results. A Predictive Model for Satisfaction Degree Based on the KPSS
4. Discussion and Conclusions
5. Limitations
6. Future Projects
Author Contributions
Funding
Conflicts of Interest
Appendix A
- ○
- Man
- ○
- Woman
- ○
- Non-binary
- ○
- Degree in Business Management (UBS)
- ○
- or MACS (UPV/EHU)
- ○
- or PRT (UPV/EHU)
- ○
- 0
- ○
- 1
- ○
- 2
- ○
- 3
- ○
- More than 3
- ○
- 0
- ○
- 1
- ○
- 2
- ○
- 3
- ○
- More than 3
NONE | LITTLE | MEDIUM | ENOUGH | VERY MUCH | |
Systems thinking skill: the skills to recognize and understand relationships; to analyze complex systems; to think about how systems are integrated within different domains and scales; and to deal with uncertainty | |||||
Anticipatory skill: the skills to understand and evaluate multiple future scenarios - the possible, the probable and the desirable; to create one's own vision of the future; to apply the precautionary principle; to evaluate the consequences of actions; and to deal with risks and change | |||||
Regulatory skill: the skills to understand and reflect on the norms and values underlying our actions; and to negotiate sustainability values, principles, objectives and targets in a context of conflicts of interest and trade-offs, uncertain knowledge and contradictions | |||||
Strategic skill: the skills to collectively develop and implement innovative actions that promote sustainability at the local level and beyond | |||||
Collaborative skill: the skills to learn from others; to understand and respect the needs, perspectives and actions of others (empathy); to understand, identify with and be sensitive to others (empathetic leadership); to address group conflict; and to facilitate collaborative and participatory problem solving | |||||
Critical thinking skill: the ability to question norms, practices and opinions; to reflect on one's values, perceptions and actions; and to take a stand in the sustainability discourse | |||||
Self-awareness skill: the ability to reflect on one's role in the local community and society (worldwide); to constantly evaluate and encourage one's actions; and to deal with feelings | |||||
Integrated problem-solving skill: the overall ability to apply different problem-solving frameworks to complex sustainability problems and to devise equitable solution options that promote sustainable development, integrating the above competencies |
- ○
- 1. None
- ○
- 2. Little
- ○
- 2. Medium
- ○
- 4. Enough
- ○
- 5. Very Much
Appendix B
- ○
- Man
- ○
- Woman
- ○
- Non-binary
- ○
- Degree in Business Management (UBS)
- ○
- or MACS (UPV/EHU)
- ○
- or PRT (UPV/EHU)
- ○
- 0
- ○
- 1
- ○
- 2
- ○
- 3
- ○
- More than 3
- ○
- 0
- ○
- 1
- ○
- 2
- ○
- 3
- ○
- More than 3
NONE | LITTLE | MEDIUM | ENOUGH | VERY MUCH | |
Systems thinking skill: the skills to recognize and understand relationships; to analyze complex systems; to think about how systems are integrated within different domains and scales; and to deal with uncertainty | |||||
Anticipatory skill: the skills to understand and evaluate multiple future scenarios - the possible, the probable and the desirable; to create one's own vision of the future; to apply the precautionary principle; to evaluate the consequences of actions; and to deal with risks and change | |||||
Regulatory skill: the skills to understand and reflect on the norms and values underlying our actions; and to negotiate sustainability values, principles, objectives and targets in a context of conflicts of interest and trade-offs, uncertain knowledge and contradictions | |||||
Strategic skill: the skills to collectively develop and implement innovative actions that promote sustainability at the local level and beyond | |||||
Collaborative skill: the skills to learn from others; to understand and respect the needs, perspectives and actions of others (empathy); to understand, identify with and be sensitive to others (empathetic leadership); to address group conflict; and to facilitate collaborative and participatory problem solving | |||||
Critical thinking skill: the ability to question norms, practices and opinions; to reflect on one's values, perceptions and actions; and to take a stand in the sustainability discourse | |||||
Self-awareness skill: the ability to reflect on one's role in the local community and society (worldwide); to constantly evaluate and encourage one's actions; and to deal with feelings | |||||
Integrated problem-solving skill: the overall ability to apply different problem-solving frameworks to complex sustainability problems and to devise equitable solution options that promote sustainable development, integrating the above competencies |
- ○
- 1. None
- ○
- 2. Little
- ○
- 2. Medium
- ○
- 4. Enough
- ○
- 5. Very Much
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Frequency | Percentage | Valid Percentage | Cumulative Percentage | ||
---|---|---|---|---|---|
SEX | MAN | 38 | 43.2 | 43.2 | 43.2 |
WOMAN | 50 | 56.8 | 56.8 | 100 | |
Total | 88 | 100 | 100 | ||
UNDERGRADUATE/MASTER’S DEGREE | CUBS | 69 | 78.4 | 78.4 | 78.4 |
MAAHA | 12 | 13.5 | 13.5 | 91.9 | |
MAFS | 7 | 8.1 | 8.1 | 100 | |
Total | 88 | 100 | 100 | ||
N_COUR_SG | 0 | 24 | 27.3 | 27.3 | 27.3 |
1 | 52 | 59.1 | 59.1 | 86.4 | |
2 | 8 | 9.1 | 9.1 | 95.5 | |
2 | 4 | 4.5 | 4.5 | 100 | |
Total | 88 | 100 | 100 | ||
N_COUR_SUST | 0 | 2 | 2.3 | 2.3 | 2.3 |
1 | 38 | 43.2 | 43.2 | 45.5 | |
2 | 32 | 36.4 | 36.4 | 81.8 | |
3 | 12 | 13.6 | 13.6 | 95.5 | |
>3 | 4 | 4.5 | 4.5 | 100 | |
Total | 88 | 100 | 100 |
SEX | WORK | VOLUNTEERING | N_COUR_SG | N_COUR_SUST | ||
---|---|---|---|---|---|---|
N | Valid | 88 | 88 | 88 | 88 | 88 |
Lost | 0 | 0 | 0 | 0 | 0 | |
Mean | 1.57 | 1.80 | 1.84 | 0.91 | 1.75 | |
Median | 2.00 | 2.00 | 2,00 | 1.00 | 2.00 | |
Mode | 2 | 2 | 2 | 1 | 1 | |
Standard deviation | 0.498 | 0.406 | 0.368 | 0.737 | 0.887 | |
Variance | 0.248 | 0.165 | 0.135 | 0.543 | 0.787 |
Model | R | R-Square | R-Square Adjusted | Standard Error Estimation | Change Statistics | ||||
---|---|---|---|---|---|---|---|---|---|
Change in R-Square | Change in F | gl1 | gl2 | Sig. Change in F | |||||
1 | 0.956 a | 0.913 | 0.912 | 0.150 | 0.913 | 906.774 | 1 | 86 | 0.000 |
2 | 0.966 b | 0.932 | 0.931 | 0.133 | 0.019 | 23.910 | 1 | 85 | 0.000 |
3 | 0.968 c | 0.938 | 0.936 | 0.128 | 0.006 | 7.463 | 1 | 84 | 0.008 |
4 | 0.970 d | 0.941 | 0.939 | 0.126 | 0.003 | 4.900 | 1 | 83 | 0.030 |
5 | 0.974 e | 0.948 | 0.945 | 0.119 | 0.007 | 10.589 | 1 | 82 | 0.002 |
Note. Sig. = significance a. Predictors: (Constant), AS | |||||||||
b. Predictors: (Constant), AS, STS | |||||||||
c. Predictors: (Constant), AS, STS, PSS | |||||||||
d. Predictors: (Constant), AS, STS, PSS, NS | |||||||||
e. Predictors: (Constant), AS, STS, PSS, NS, CTS |
Model | Sum of Squares | gl | Root Mean Square | F | Sig. | |
---|---|---|---|---|---|---|
1 | Regression | 20.385 | 1 | 20.385 | 906.774 | 0.000 b |
Residual | 1.933 | 86 | 0.022 | |||
Total | 22.318 | 87 | ||||
2 | Regression | 20.809 | 2 | 10.405 | 586.122 | 0.000 c |
Residual | 1.509 | 85 | 0.018 | |||
Total | 22.318 | 87 | ||||
3 | Regression | 20.932 | 3 | 6.977 | 422.948 | 0.000 d |
Residual | 1.386 | 84 | 0.016 | |||
Total | 22.318 | 87 | ||||
4 | Regression | 21.010 | 4 | 5.252 | 333.166 | 0.000 e |
Residual | 1.309 | 83 | 0.016 | |||
Total | 22.318 | 87 | ||||
5 | Regression | 21.159 | 5 | 04.232 | 299.442 | 0.000 f |
Residual | 1.159 | 82 | 0.014 | |||
Total | 22.318 | 87 | ||||
Note. Sig. = significance a. Dependent variable: «SAT_GEN» | ||||||
b. Predictors: (Constant), AS | ||||||
c. Predictors: (Constant), AS, STS | ||||||
d. Predictors: (Constant), AS, STS, PSS | ||||||
e. Predictors: (Constant), AS, STS, PSS, NS | ||||||
f. Predictors: (Constant), AS, STS, PSS, NS, CTS |
Non-Standardized Coefficients | Standardized Coefficients | t | Sig. | |||
---|---|---|---|---|---|---|
Model | B | Standard Error | Beta | |||
1 | (Constant) | –0.167 | 0.149 | –1.118 | 0.267 | |
AS | 1.033 | 0.034 | 0.956 | 30.113 | 0.000 | |
2 | (Constant) | –1.061 | 0.226 | –4.698 | 0.000 | |
AS | 1.094 | 0.033 | 1.012 | 33.233 | 0.000 | |
STS | 0.146 | 0.030 | 0.149 | 4.890 | 0.000 | |
3 | (Constant) | –1.286 | 0.233 | –5.525 | 0.000 | |
SAS | 0.950 | 0.062 | 0.879 | 15.439 | 0.000 | |
STS | 0.219 | 0.039 | 0.223 | 5.583 | 0.000 | |
PSS | 0.131 | 0.048 | 0.190 | 2.732 | 0.008 | |
4 | (Constant) | –1.098 | 0.243 | –4.521 | 0.000 | |
AS | 1.016 | 0.067 | 0.939 | 15.145 | 0.000 | |
STS | 0.179 | 0.042 | 0.182 | 4.234 | 0.000 | |
PSS | 0.145 | 0.047 | 0.211 | 3.069 | 0.003 | |
NS | –0.085 | 0.039 | –0.119 | –2.214 | 0.030 | |
5 | (Constant) | –1.176 | 0.231 | –5.088 | 0.000 | |
AS | 0.925 | 0.069 | 0.856 | 13.348 | 0.000 | |
STS | 0.217 | 0.042 | 0.220 | 5.198 | 0.000 | |
PRA | 0.112 | 0.046 | 0.163 | 2.449 | 0.016 | |
NS | –0.136 | 0.040 | –0.190 | –3.427 | 0.001 | |
CTS | 0.159 | 0.049 | 0.229 | 3.254 | 0.002 | |
Note. Sig. = significance a. Dependent variable: SAT_GEN |
Model | Beta | t | Sig. | Partial Correlation | Co-Linearity Statistics | |
---|---|---|---|---|---|---|
Tolerance | ||||||
1 | PSS | –0.073 b | –1.221 | 0.225 | –0.131 | 0.282 |
SS | –0.147 b | –2.234 | 0.028 | –0.236 | 0.221 | |
STS | 0.149 b | 4.890 | 0.000 | 0.469 | 0.858 | |
SAS | 0.032 b | 0.223 | 0.824 | 0.024 | 0.051 | |
CS | –0.034 b | –1.004 | 0.318 | –0.108 | 0.902 | |
CTS | –0.070 b | –1.175 | 0.243 | –0.126 | 0.282 | |
NS | –0.195 b | –4.181 | 0.000 | –0.413 | 0.388 | |
2 | PSS | 0.190 c | 2.732 | 0.008 | 0.286 | 0.153 |
SS | –0.108 c | –1.814 | 0.073 | –0.194 | 0.217 | |
STS | –0.045 c | –0.358 | 0.721 | –0.039 | 0.050 | |
SAS | 0.069 c | 1.957 | 0.054 | 0.209 | 0.622 | |
CS | 0.172 c | 2.538 | 0.013 | 0.267 | 0.162 | |
CTS | –0.097 c | –1.730 | 0.087 | –0.185 | 0.248 | |
3 | SS | –0.114 d | –1.991 | 0.050 | –0.214 | 0.217 |
SAS | 0.000 d | 0.000 | 1.000 | 0.000 | 0.049 | |
CS | 0.048 d | 1.351 | 0.180 | 0.147 | 0.581 | |
CTS | 0.134 d | 1.954 | 0.054 | 0.210 | 0.152 | |
NS | –0.119 d | –2.214 | 0.030 | –0.236 | 0.243 | |
4 | SS | –0.106 e | –1.880 | 0.064 | –0.203 | 0.216 |
SAS | 0.170 e | 1.241 | 0.218 | 0.136 | 0.037 | |
CS | 0.083 e | 2.310 | 0.023 | 0.247 | 0.516 | |
CTS | 0.229 e | 3.254 | 0.002 | 0.338 | 0.128 | |
5 | SS | –0.082 f | –1.509 | 0.135 | –0.165 | 0.211 |
SAS | 0.129 f | 0.986 | 0.327 | 0.109 | 0.037 | |
CS | 0.067 f | 1.925 | 0.058 | 0.209 | 0.503 | |
Note. Sig. = significance a. Dependent variable: SAT_GEN | ||||||
b. Predictors in the model: (Constant), AS | ||||||
c. Predictors in the model: (Constant), AS, STS | ||||||
d. Predictors in the model: (Constant), AS, STS, PSS | ||||||
e. Predictors in the model: (Constant), AS, STS, PSS, NS | ||||||
f. Predictors in the model: (Constant), AS, STS, PSS, NS, CTS |
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Peña Miguel, N.; Corral Lage, J.; Mata Galindez, A. Assessment of the Development of Professional Skills in University Students: Sustainability and Serious Games. Sustainability 2020, 12, 1014. https://doi.org/10.3390/su12031014
Peña Miguel N, Corral Lage J, Mata Galindez A. Assessment of the Development of Professional Skills in University Students: Sustainability and Serious Games. Sustainability. 2020; 12(3):1014. https://doi.org/10.3390/su12031014
Chicago/Turabian StylePeña Miguel, Noemi, Javier Corral Lage, and Ana Mata Galindez. 2020. "Assessment of the Development of Professional Skills in University Students: Sustainability and Serious Games" Sustainability 12, no. 3: 1014. https://doi.org/10.3390/su12031014
APA StylePeña Miguel, N., Corral Lage, J., & Mata Galindez, A. (2020). Assessment of the Development of Professional Skills in University Students: Sustainability and Serious Games. Sustainability, 12(3), 1014. https://doi.org/10.3390/su12031014