Gaps Between Students’ Self-Perceived Digital and Sustainability Competencies and the Expectations of the Wood & Furniture Industry
Abstract
1. Introduction
1.1. Literature Review
1.2. Objective of the Present Study
2. Methods
2.1. Sample of Students
2.2. Sample of Industry Stakeholders
2.3. Measures
2.4. Data Preparation and Analysis
3. Results
3.1. Students’ Self-Assessed Competencies and Industry Stakeholders’ Expectations
Area of Competencies | Nitems | Short VET | Technical VET | Higher VET | Bachelor’s | Master’s | |||||||||||||||
M | SD | n | α | M | SD | n | α | M | SD | n | α | M | SD | n | α | M | SD | n | α | ||
Proficiency in Generic Digital | 21 | 3.21 | 1.16 | 28 | 0.94 | 4.33 | 1.22 | 28 | 0.95 | 5.77 | 1.19 | 28 | 0.95 | 6.78 | 0.91 | 28 | 0.95 | 7.27 | 0.78 | 27 | 0.94 |
Proficiency in Generic Sustainability | 12 | 3.26 | 1.18 | 28 | 0.92 | 4.17 | 1.49 | 28 | 0.95 | 5.47 | 1.55 | 28 | 0.96 | 6.42 | 1.14 | 28 | 0.96 | 7.02 | 0.97 | 27 | 0.95 |
Proficiency in Profession Digital and Sustainability | 24 | 2.85 | 1.34 | 28 | 0.97 | 3.79 | 1.49 | 28 | 0.97 | 5.48 | 1.47 | 28 | 0.97 | 6.44 | 1.21 | 28 | 0.95 | 7.03 | 0.90 | 27 | 0.92 |
3.2. Competence Gaps Between Students’ Self-Assessments and Industry Stakeholders’ Expectations
Competence Area | Competencies | Short VET | Technical VET | Higher VET | Bachelor’s | Master’s |
---|---|---|---|---|---|---|
Embodying sustainability values | Valuing sustainability | −1.22 (1) | −0.07 (1) | 1.43 (1) | 1.93 | 2.33 |
Supporting fairness | −0.52 | 0.42 | 0.65 | 1.20 | 2.00 | |
Promoting nature | −0.24 (1) | 0.22 | 0.41 | 1.06 | 1.40 | |
Embracing complexity in sustainability | Systems thinking | −1.87 (4) | −0.41 (4) | 0.62 (1) | 1.82 | 2.27 |
Critical thinking | −1.61 (2) | −0.75 (2) | 0.26 | 1.31 | 1.82 | |
Problem framing | −1.65 (4) | −0.48 (4) | 1.48 (1) | 2.25 (1) | 2.80 (1) | |
Envisioning sustainable futures | Futures literacy | −1.51 (5) | −0.39 (4) | 0.67 (2) | 1.71 (1) | 2.20 (1) |
Adaptability | −1.87 (6) | −0.78 (4) | 0.88 (3) | 1.55 (1) | 1.98 (1) | |
Exploratory thinking | −2.15 (5) | −1.05 (3) | 0.56 (2) | 1.05 (1) | 1.96 (1) | |
Acting for sustainability | Political agency | −1.48 (7) | −0.45 (3) | 0.98 (1) | 2.41 (1) | 3.42 (1) |
Collective action | −1.52 | −0.34 | 0.26 | 0.95 | 1.23 | |
Individual initiative | −0.32 | 0.71 | 1.08 | 2.01 | 2.49 | |
Note: Numbers in parentheses indicate the number of industry stakeholders (n = 28) who rated the respective competencies as not required. | ||||||
Heatmap legend (u-test results): | Positive difference: | p > 0.05 | p < 0.05 | p < 0.01 | p < 0.001 | |
Negative difference: | p > 0.05 | p < 0.05 | p < 0.01 | p < 0.001 |
Competencies | Short VET | Technical VET | Higher VET | Bachelor’s | Master’s |
---|---|---|---|---|---|
Sustainable design | −1.81 (2) | −0.87 | 0.64 | 1.95 | 1.67 |
Wooden constructions | −1.49 (1) | −0.20 | 0.94 | 1.60 | 2.11 |
Mechanical stress simulations | −1.94 (9) | −0.96 (4) | 1.46 | 2.29 | 3.87 |
Computer-aided design | −1.50 (6) | −0.61 (3) | 1.07 (1) | 1.95 (1) | 1.03 (1) |
Energy-efficient and smart houses | −1.29 (9) | −0.22 (5) | 0.86 (2) | 1.97 (1) | 2.36 (1) |
Smart furniture | −1.72 (7) | −0.23 (4) | 0.92 (1) | 1.96 (1) | 2.15 (1) |
Restorative environmental design | −1.37 (8) | −0.06 (5) | 0.90 (3) | 1.79 (1) | 1.80 (1) |
Wood pests and wood protection | −1.90 (3) | −0.31 (1) | 0.45 | 1.08 | 1.58 |
Cultural heritage | −2.08 (7) | −0.55 (3) | 0.32 (3) | 1.90 (2) | 2.55 (2) |
Wood waste | −1.16 (3) | −0.18 (1) | 0.67 | 1.19 | 1.32 |
Wood recycling | −0.98 (4) | 0.02 (2) | 1.00 | 1.45 | 1.73 |
Sustainable consumption and production | −0.95 (6) | 0.14 (3) | 1.22 | 2.02 | 1.74 |
Autonomous and flexible production | −1.32 (6) | −0.34 (3) | 0.82 (1) | 2.33 | 3.14 |
Human-robot interaction | −0.97 (7) | 0.19 (5) | 1.22 (4) | 2.71 (2) | 3.86 (2) |
Renewable resources and sustainable energy | −0.87 (5) | 0.39 (1) | 1.11 | 2.00 | 3.11 |
Alternative products based on biomass | −1.32 (13) | −0.32 (7) | 0.75 (4) | 2.45 (3) | 2.69 (3) |
Impact of products on the environment | −1.43 (6) | −0.33 (2) | 1.03 (1) | 1.99 (1) | 2.41 (1) |
Circular business model | −1.22 (6) | −0.44 (2) | 1.18 | 1.98 | 2.70 |
Sustainability of supply chains | −0.91 (11) | 0.19 (6) | 1.31 | 2.63 | 2.26 |
Industrial symbiosis | −1.39 (11) | −0.52 (7) | 1.35 (4) | 1.57 (1) | 2.09 (1) |
Legal frameworks for sustainability | −1.26 (12) | −0.47 (8) | 1.20 (3) | 2.34 | 2.23 |
Digital technology and operations | −1.74 (7) | 0.04 (5) | 1.54 (3) | 2.23 (2) | 3.41 (2) |
Digital promotion | −1.77 (13) | −1.04 (6) | 0.47 (2) | 1.20 | 1.89 |
Digitization of consumer behaviour monitoring | −1.66 (15) | −0.78 (10) | 0.62 (5) | 1.74 (3) | 1.76 (2) |
Note: Numbers in parentheses indicate the number of industry stakeholders (n = 28) who rated the respective competencies as not required. | |||||
Heatmap legend (u-test results): | Positive difference: | p > 0.05 | p < 0.05 | p < 0.01 | p < 0.001 |
Negative difference: | p > 0.05 | p < 0.05 | p < 0.01 | p < 0.001 |
4. Discussion
Limitations and Future Research
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Proficiency Levels | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
---|---|---|---|---|---|---|---|---|
Complexity of tasks | Simple tasks | Simple tasks | Well-defined and routine tasks, and straightforward problems | Tasks, and well-defined and non-routine problems | Different tasks and problems | Most appropriate tasks | Resolve complex problems with limited solutions | Resolve complex problems with many interacting factors |
Autonomy | With guidance | Autonomy and with guidance where needed | On my own | Independent and according to my needs | Guiding others | Able to adapt to others in a complex context | Integrate to contribute to the professional practice and to guide others | Propose new ideas and processes to the field |
Area of Competencies | Nitems | Short VET | Technical VET | Higher VET | Bachelor’s | Master’s | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
M | SD | n | α | M | SD | n | α | M | SD | n | α | M | SD | n | α | M | SD | n | α | ||
Proficiency in Generic Digital | 21 | 4.67 | 1.26 | 199 | 0.95 | 4.65 | 1.13 | 169 | 0.94 | 4.77 | 0.88 | 25 | 0.91 | 4.77 | 1.36 | 32 | 0.96 | 4.83 | 0.47 | 11 | 0.68 |
Proficiency in Generic Sustainability | 12 | 4.58 | 1.35 | 203 | 0.92 | 4.49 | 1.14 | 173 | 0.90 | 4.72 | 1.09 | 25 | 0.93 | 4.84 | 1.50 | 32 | 0.96 | 4.89 | 0.83 | 11 | 0.89 |
Proficiency in Profession Digital and Sustainability | 24 | 4.39 | 1.29 | 196 | 0.96 | 4.16 | 1.12 | 165 | 0.95 | 4.55 | 1.08 | 25 | 0.96 | 4.49 | 1.36 | 32 | 0.97 | 4.70 | 0.81 | 11 | 0.92 |
Competence Area | Competencies | Short VET | Technical VET | Higher VET | Bachelor’s | Master’s |
---|---|---|---|---|---|---|
Information and data literacy | Browsing, searching and filtering data, information and digital content | −1.74 | −0.41 | 0.55 | 1.70 | 1.67 |
Evaluating data, information and digital content | −1.57 (4) | −0.29 | 1.08 | 1.94 | 2.14 | |
Managing data, information and digital content | −2.04 (3) | −0.80 (1) | 0.71 | 1.65 | 1.94 | |
Communication and collaboration | Interacting through digital technologies | −1.47 | −0.20 | 0.76 | 1.39 | 2.03 |
Sharing through digital technologies | −1.95 (2) | −0.50 | 1.08 | 2.22 | 2.41 | |
Engaging citizenship through digital technologies | −1.11 (4) | 0.59 (3) | 1.56 (1) | 2.32 (1) | 2.90 (1) | |
Collaborating through digital technologies | −2.08 (4) | −0.74 (1) | 0.53 | 1.91 | 2.28 | |
Netiquette | −0.60 (1) | 0.30 (1) | 1.05 | 1.22 | 1.41 | |
Managing digital identity | −0.69 (2) | −0.01 (1) | 0.76 | 2.37 | 2.37 | |
Digital content creation | Developing digital content | −1.84 (6) | −0.90 (1) | 0.97 | 1.75 | 2.55 |
Integrating and re-elaborating digital content | −1.12 (9) | −0.39 (2) | 1.11 (1) | 2.42 | 2.27 | |
Copyright and licenses | −1.77 (3) | −0.43 (1) | 1.43 | 2.68 | 3.64 | |
Programming | −2.10 (16) | −0.62 (7) | 1.28 (3) | 2.76 (1) | 3.69 | |
Safety | Protecting devices | −1.29 (2) | −0.02 | 1.44 | 2.21 | 3.35 |
Protecting personal data and privacy | −0.89 | 0.15 | 1.29 | 2.54 | 3.18 | |
Protecting health and well-being | −0.23 | 0.20 | 0.89 | 1.48 | 2.12 | |
Protecting the environment | −1.63 (4) | −0.56 (3) | 0.18 | 1.39 | 1.85 | |
Problem solving | Solving technical problems | −1.40 (2) | −0.26 | 1.16 | 1.65 | 2.43 |
Identifying needs and technological responses | −1.55 (3) | −0.24 | 1.06 | 2.17 | 1.88 | |
Creatively using digital technology | −1.81 (6) | −0.56 (1) | 1.26 | 2.04 | 2.49 | |
Identifying digital competence gaps | −2.03 (5) | −0.79 (3) | 0.80 | 2.23 | 2.55 | |
Note: Numbers in parentheses indicate the number of industry stakeholders (n = 28) who rated the respective competencies as not required. | ||||||
Heatmap legend (u-test results): | Positive difference: | p > 0.05 | p < 0.05 | p < 0.01 | p < 0.001 | |
Negative difference: | p > 0.05 | p < 0.05 | p < 0.01 | p < 0.001 |
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Goropečnik, L.; Makovec Radovan, D.; Grošelj, P.; Kropivšek, J. Gaps Between Students’ Self-Perceived Digital and Sustainability Competencies and the Expectations of the Wood & Furniture Industry. Forests 2025, 16, 1194. https://doi.org/10.3390/f16071194
Goropečnik L, Makovec Radovan D, Grošelj P, Kropivšek J. Gaps Between Students’ Self-Perceived Digital and Sustainability Competencies and the Expectations of the Wood & Furniture Industry. Forests. 2025; 16(7):1194. https://doi.org/10.3390/f16071194
Chicago/Turabian StyleGoropečnik, Luka, Danijela Makovec Radovan, Petra Grošelj, and Jože Kropivšek. 2025. "Gaps Between Students’ Self-Perceived Digital and Sustainability Competencies and the Expectations of the Wood & Furniture Industry" Forests 16, no. 7: 1194. https://doi.org/10.3390/f16071194
APA StyleGoropečnik, L., Makovec Radovan, D., Grošelj, P., & Kropivšek, J. (2025). Gaps Between Students’ Self-Perceived Digital and Sustainability Competencies and the Expectations of the Wood & Furniture Industry. Forests, 16(7), 1194. https://doi.org/10.3390/f16071194