Means, standard deviations and correlations between study variables
| Variable | Person level (Level 2) | Problem level (Level 1) | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M | SD | M | SD | |||||||||||||||||||||||||
| Personal factors and team psychological safety | ||||||||||||||||||||||||||||
| 1. Team psychological safety | 4.36 | 0.66 | – | – | – | 0.33* | 0.20 | −0.04 | 0.06 | 0.01 | 0.06 | 0.01 | 0.12 | 0.24 | 0.22 | 0.02 | 0.07 | 0.10 | 0.08 | −0.25 | 0.26 | 0.04 | 0.05 | −0.19 | −0.17 | −0.10 | 0.00 | −0.21 |
| 2. Occupational self-efficacy | 4.05 | 0.50 | – | – | – | – | 0.36* | 0.21 | 0.26 | −0.04 | −0.22 | 0.26 | 0.05 | −0.04 | 0.26 | 0.06 | 0.07 | 0.20 | −0.31* | −0.17 | −0.18 | −0.07 | 0.07 | −0.07 | −0.21 | −0.24 | 0.08 | −0.03 |
| 3. Technology self-efficacy | 4.27 | 0.47 | – | – | – | – | – | 0.11 | −0.12 | 0.02 | −0.17 | 0.22 | 0.14 | 0.04 | 0.07 | 0.22 | 0.23 | 0.25 | 0.03 | −0.07 | −0.05 | 0.06 | −0.04 | −0.08 | 0.00 | 0.12 | 0.29* | 0.03 |
| 4. Extraversion | 3.90 | 0.95 | – | – | – | – | – | – | 0.09 | 0.01 | −0.12 | −0.04 | −0.06 | 0.06 | 0.11 | −0.08 | −0.01 | 0.07 | 0.06 | −0.31* | −0.24 | 0.02 | 0.20 | 0.10 | −0.12 | 0.03 | 0.31* | −0.18 |
| 5. Conscientiousness | 4.34 | 0.45 | – | – | – | – | – | – | – | 0.36* | −0.36* | 0.30* | −0.20 | −0.25 | 0.16 | −0.30* | −0.17 | −0.22 | 0.01 | −0.08 | 0.05 | −0.09 | 0.16 | 0.15 | −0.08 | −0.07 | 0.07 | 0.07 |
| 6. Agreeableness | 4.45 | 0.49 | – | – | – | – | – | – | – | – | 0.09 | −0.06 | 0.00 | −0.22 | 0.12 | 0.09 | −0.12 | −0.11 | 0.03 | 0.17 | 0.25 | −0.01 | 0.20 | −0.17 | −0.23 | −0.05 | 0.01 | 0.16 |
| Problem−solving activities | ||||||||||||||||||||||||||||
| 7. Asking others | 0.39 | 0.35 | 0.34 | 0.47 | −0.05 | −0.12 | −0.11 | 0.00 | −0.21** | 0.05 | − | −0.46** | 0.33* | 0.10 | −0.31* | 0.09 | −0.05 | −0.01 | 0.06 | 0.08 | 0.33* | −0.13 | 0.01 | −0.23 | −0.10 | 0.01 | −0.05 | 0.12 |
| 8. Using information from the internet | 0.37 | 0.35 | 0.37 | 0.48 | −0.04 | 0.13* | 0.22** | −0.14* | 0.11 | 0.00 | −0.25** | – | 0.03 | 0.01 | 0.12 | 0.03 | 0.24 | 0.39** | −0.09 | −0.10 | −0.17 | 0.07 | −0.18 | −0.19 | 0.16 | −0.11 | −0.06 | 0.22 |
| 9. Using internal information | 0.09 | 0.19 | 0.08 | 0.27 | 0.04 | 0.03 | 0.09 | −0.07 | 0.00 | 0.10 | 0.15* | 0.13* | – | 0.55** | 0.12 | −0.31* | −0.06 | 0.28 | −0.15 | 0.03 | 0.03 | 0.08 | 0.09 | −0.19 | 0.10 | 0.06 | 0.08 | 0.14 |
| 10. Using software-integrated information | 0.07 | 0.17 | 0.07 | 0.25 | 0.10 | −0.01 | −0.01 | −0.02 | −0.02 | −0.08 | −0.08 | 0.11 | −0.02 | – | 0.19 | 0.12 | −0.19 | 0.21 | −0.12 | −0.12 | −0.08 | 0.01 | 0.13 | −0.18 | 0.16 | 0.15 | −0.03 | −0.02 |
| 11. Experimenting | 0.52 | 0.35 | 0.51 | 0.50 | 0.16* | 0.08 | −0.05 | −0.05 | 0.21** | 0.11 | −0.33** | −0.16* | 0.07 | −0.04 | – | −0.26 | −0.45** | 0.08 | −0.35* | 0.11 | 0.09 | 0.18 | 0.43** | 0.02 | −0.35* | −0.23 | 0.03 | −0.44** |
| Emotional experiences | ||||||||||||||||||||||||||||
| 12. Motivated/delighted/curious | 0.79 | 0.83 | 0.85 | 1.15 | −0.01 | 0.03 | 0.19** | −0.03 | −0.18** | 0.12 | 0.02 | 0.20** | 0.11 | −0.08 | −0.14* | – | 0.68** | 0.35* | 0.27 | −0.13 | −0.13 | 0.01 | −0.43** | −0.02 | 0.47** | 0.28 | −0.10 | 0.35* |
| 13. Confident/happy/glad | 0.79 | 0.80 | 0.88 | 1.11 | 0.04 | 0.06 | 0.15* | 0.02 | −0.22** | −0.01 | −0.02 | 0.17** | −0.05 | −0.06 | −0.22** | 0.51** | – | 0.37** | 0.35* | −0.19 | −0.23 | 0.11 | −0.71** | 0.00 | 0.47** | 0.19 | 0.03 | 0.24 |
| 14. Contented/accepted/proud | 0.41 | 0.61 | 0.38 | 0.84 | 0.01 | 0.06 | 0.19** | −0.05 | −0.13* | 0.09 | −0.01 | 0.20** | 0.02 | −0.08 | −0.02 | 0.46** | 0.40** | – | −0.07 | −0.15 | −0.20 | 0.02 | −0.24 | −0.23 | 0.16 | −0.10 | −0.10 | 0.04 |
| 15. Calm/even-tempered/daydreaming | 0.44 | 0.64 | 0.41 | 0.81 | 0.03 | −0.05 | 0.08 | −0.02 | −0.08 | 0.01 | −0.04 | 0.05 | 0.04 | −0.05 | −0.15* | 0.19** | 0.26** | −0.05 | – | −0.31* | 0.10 | −0.04 | −0.24 | 0.18 | 0.32* | 0.21 | 0.17 | 0.20 |
| 16. Nervous/worried/afraid | 0.43 | 0.49 | 0.44 | 0.81 | −0.14* | −0.07 | −0.06 | −0.05 | 0.09 | 0.07 | 0.05 | −0.02 | 0.15* | −0.06 | 0.09 | −0.20** | −0.32** | −0.21** | −0.23** | – | 0.48** | 0.19 | 0.17 | −0.16 | −0.17 | 0.01 | 0.05 | −0.08 |
| 17. Bored/dull/uninterested | 0.31 | 0.50 | 0.28 | 0.68 | 0.12 | −0.08 | 0.02 | −0.06 | 0.13* | 0.19** | −0.04 | 0.00 | 0.04 | 0.01 | 0.19** | −0.20** | −0.28** | −0.14* | −0.12 | 0.11 | – | 0.12 | 0.32* | −0.10 | −0.08 | 0.02 | 0.20 | 0.00 |
| 18. Unhappy/gloomy/sad | 0.14 | 0.27 | 0.22 | 0.60 | 0.08 | 0.01 | 0.00 | 0.07 | −0.03 | −0.01 | 0.07 | −0.09 | 0.10 | 0.01 | 0.05 | −0.18** | −0.08 | −0.15* | −0.14* | 0.23** | 0.10 | – | 0.09 | −0.12 | 0.15 | −0.03 | 0.07 | −0.05 |
| 19. Irritated/annoyed/angry | 1.02 | 0.76 | 0.96 | 1.03 | 0.07 | 0.01 | −0.11 | 0.12 | 0.12 | −0.06 | −0.02 | −0.16* | −0.02 | 0.06 | 0.22** | −0.42** | −0.51** | −0.34** | −0.32** | 0.11 | 0.26** | 0.17** | – | 0.01 | −0.23 | −0.14 | 0.00 | −0.11 |
| Contextual factors | ||||||||||||||||||||||||||||
| 20. Location of work (0 = remote work, 1 = work in the office) | 0.14 | 0.28 | 0.14 | 0.35 | −0.19** | −0.07 | −0.06 | 0.01 | 0.04 | −0.13* | 0.00 | −0.05 | −0.07 | −0.11 | 0.03 | −0.02 | −0.05 | −0.08 | 0.10 | −0.10 | −0.02 | −0.06 | 0.04 | – | 0.06 | 0.14 | 0.09 | −0.10 |
| 21. Own guilt | 2.53 | 1.46 | 2.88 | 2.09 | −0.09 | −0.08 | 0.02 | −0.06 | −0.07 | −0.18** | −0.11 | 0.25** | −0.02 | 0.10 | −0.13* | 0.20** | 0.28** | 0.07 | 0.13* | −0.09 | −0.02 | 0.05 | −0.17** | −0.06 | – | 0.46** | 0.08 | 0.56** |
| 22. Negative consequences | 3.24 | 1.26 | 3.36 | 1.78 | −0.07 | −0.14* | 0.12 | 0.00 | −0.04 | 0.00 | −0.15* | 0.08 | 0.02 | 0.11 | −0.04 | 0.08 | 0.03 | 0.00 | 0.07 | 0.02 | 0.08 | −0.01 | −0.03 | 0.02 | 0.30** | – | 0.30* | 0.22 |
| 23. Urgency | 3.41 | 1.09 | 3.40 | 1.45 | −0.01 | 0.12 | 0.22** | 0.20** | 0.09 | 0.14* | −0.15* | 0.09 | 0.12 | −0.02 | 0.08 | −0.07 | 0.00 | −0.04 | 0.01 | 0.21** | 0.08 | 0.07 | 0.07 | 0.00 | 0.08 | 0.31** | – | 0.00 |
| Learning | ||||||||||||||||||||||||||||
| 24. Self-perceived learning | 2.92 | 1.23 | 3.09 | 1.75 | −0.15* | 0.04 | 0.17** | −0.06 | −0.06 | 0.03 | 0.06 | 0.28** | 0.07 | 0.06 | −0.28** | 0.29** | 0.30** | 0.20** | 0.11 | −0.10 | −0.09 | −0.07 | −0.31** | −0.15* | 0.36** | 0.14* | 0.11 | – |
| Variable | Person level (Level 2) | Problem level (Level 1) | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M | SD | M | SD | |||||||||||||||||||||||||
| 1. Team psychological safety | 4.36 | 0.66 | – | – | – | 0.33* | 0.20 | −0.04 | 0.06 | 0.01 | 0.06 | 0.01 | 0.12 | 0.24 | 0.22 | 0.02 | 0.07 | 0.10 | 0.08 | −0.25 | 0.26 | 0.04 | 0.05 | −0.19 | −0.17 | −0.10 | 0.00 | −0.21 |
| 2. Occupational self-efficacy | 4.05 | 0.50 | – | – | – | – | 0.36* | 0.21 | 0.26 | −0.04 | −0.22 | 0.26 | 0.05 | −0.04 | 0.26 | 0.06 | 0.07 | 0.20 | −0.31* | −0.17 | −0.18 | −0.07 | 0.07 | −0.07 | −0.21 | −0.24 | 0.08 | −0.03 |
| 3. Technology self-efficacy | 4.27 | 0.47 | – | – | – | – | – | 0.11 | −0.12 | 0.02 | −0.17 | 0.22 | 0.14 | 0.04 | 0.07 | 0.22 | 0.23 | 0.25 | 0.03 | −0.07 | −0.05 | 0.06 | −0.04 | −0.08 | 0.00 | 0.12 | 0.29* | 0.03 |
| 4. Extraversion | 3.90 | 0.95 | – | – | – | – | – | – | 0.09 | 0.01 | −0.12 | −0.04 | −0.06 | 0.06 | 0.11 | −0.08 | −0.01 | 0.07 | 0.06 | −0.31* | −0.24 | 0.02 | 0.20 | 0.10 | −0.12 | 0.03 | 0.31* | −0.18 |
| 5. Conscientiousness | 4.34 | 0.45 | – | – | – | – | – | – | – | 0.36* | −0.36* | 0.30* | −0.20 | −0.25 | 0.16 | −0.30* | −0.17 | −0.22 | 0.01 | −0.08 | 0.05 | −0.09 | 0.16 | 0.15 | −0.08 | −0.07 | 0.07 | 0.07 |
| 6. Agreeableness | 4.45 | 0.49 | – | – | – | – | – | – | – | – | 0.09 | −0.06 | 0.00 | −0.22 | 0.12 | 0.09 | −0.12 | −0.11 | 0.03 | 0.17 | 0.25 | −0.01 | 0.20 | −0.17 | −0.23 | −0.05 | 0.01 | 0.16 |
| 7. Asking others | 0.39 | 0.35 | 0.34 | 0.47 | −0.05 | −0.12 | −0.11 | 0.00 | −0.21** | 0.05 | − | −0.46** | 0.33* | 0.10 | −0.31* | 0.09 | −0.05 | −0.01 | 0.06 | 0.08 | 0.33* | −0.13 | 0.01 | −0.23 | −0.10 | 0.01 | −0.05 | 0.12 |
| 8. Using information from the internet | 0.37 | 0.35 | 0.37 | 0.48 | −0.04 | 0.13* | 0.22** | −0.14* | 0.11 | 0.00 | −0.25** | – | 0.03 | 0.01 | 0.12 | 0.03 | 0.24 | 0.39** | −0.09 | −0.10 | −0.17 | 0.07 | −0.18 | −0.19 | 0.16 | −0.11 | −0.06 | 0.22 |
| 9. Using internal information | 0.09 | 0.19 | 0.08 | 0.27 | 0.04 | 0.03 | 0.09 | −0.07 | 0.00 | 0.10 | 0.15* | 0.13* | – | 0.55** | 0.12 | −0.31* | −0.06 | 0.28 | −0.15 | 0.03 | 0.03 | 0.08 | 0.09 | −0.19 | 0.10 | 0.06 | 0.08 | 0.14 |
| 10. Using software-integrated information | 0.07 | 0.17 | 0.07 | 0.25 | 0.10 | −0.01 | −0.01 | −0.02 | −0.02 | −0.08 | −0.08 | 0.11 | −0.02 | – | 0.19 | 0.12 | −0.19 | 0.21 | −0.12 | −0.12 | −0.08 | 0.01 | 0.13 | −0.18 | 0.16 | 0.15 | −0.03 | −0.02 |
| 11. Experimenting | 0.52 | 0.35 | 0.51 | 0.50 | 0.16* | 0.08 | −0.05 | −0.05 | 0.21** | 0.11 | −0.33** | −0.16* | 0.07 | −0.04 | – | −0.26 | −0.45** | 0.08 | −0.35* | 0.11 | 0.09 | 0.18 | 0.43** | 0.02 | −0.35* | −0.23 | 0.03 | −0.44** |
| 12. Motivated/delighted/curious | 0.79 | 0.83 | 0.85 | 1.15 | −0.01 | 0.03 | 0.19** | −0.03 | −0.18** | 0.12 | 0.02 | 0.20** | 0.11 | −0.08 | −0.14* | – | 0.68** | 0.35* | 0.27 | −0.13 | −0.13 | 0.01 | −0.43** | −0.02 | 0.47** | 0.28 | −0.10 | 0.35* |
| 13. Confident/happy/glad | 0.79 | 0.80 | 0.88 | 1.11 | 0.04 | 0.06 | 0.15* | 0.02 | −0.22** | −0.01 | −0.02 | 0.17** | −0.05 | −0.06 | −0.22** | 0.51** | – | 0.37** | 0.35* | −0.19 | −0.23 | 0.11 | −0.71** | 0.00 | 0.47** | 0.19 | 0.03 | 0.24 |
| 14. Contented/accepted/proud | 0.41 | 0.61 | 0.38 | 0.84 | 0.01 | 0.06 | 0.19** | −0.05 | −0.13* | 0.09 | −0.01 | 0.20** | 0.02 | −0.08 | −0.02 | 0.46** | 0.40** | – | −0.07 | −0.15 | −0.20 | 0.02 | −0.24 | −0.23 | 0.16 | −0.10 | −0.10 | 0.04 |
| 15. Calm/even-tempered/daydreaming | 0.44 | 0.64 | 0.41 | 0.81 | 0.03 | −0.05 | 0.08 | −0.02 | −0.08 | 0.01 | −0.04 | 0.05 | 0.04 | −0.05 | −0.15* | 0.19** | 0.26** | −0.05 | – | −0.31* | 0.10 | −0.04 | −0.24 | 0.18 | 0.32* | 0.21 | 0.17 | 0.20 |
| 16. Nervous/worried/afraid | 0.43 | 0.49 | 0.44 | 0.81 | −0.14* | −0.07 | −0.06 | −0.05 | 0.09 | 0.07 | 0.05 | −0.02 | 0.15* | −0.06 | 0.09 | −0.20** | −0.32** | −0.21** | −0.23** | – | 0.48** | 0.19 | 0.17 | −0.16 | −0.17 | 0.01 | 0.05 | −0.08 |
| 17. Bored/dull/uninterested | 0.31 | 0.50 | 0.28 | 0.68 | 0.12 | −0.08 | 0.02 | −0.06 | 0.13* | 0.19** | −0.04 | 0.00 | 0.04 | 0.01 | 0.19** | −0.20** | −0.28** | −0.14* | −0.12 | 0.11 | – | 0.12 | 0.32* | −0.10 | −0.08 | 0.02 | 0.20 | 0.00 |
| 18. Unhappy/gloomy/sad | 0.14 | 0.27 | 0.22 | 0.60 | 0.08 | 0.01 | 0.00 | 0.07 | −0.03 | −0.01 | 0.07 | −0.09 | 0.10 | 0.01 | 0.05 | −0.18** | −0.08 | −0.15* | −0.14* | 0.23** | 0.10 | – | 0.09 | −0.12 | 0.15 | −0.03 | 0.07 | −0.05 |
| 19. Irritated/annoyed/angry | 1.02 | 0.76 | 0.96 | 1.03 | 0.07 | 0.01 | −0.11 | 0.12 | 0.12 | −0.06 | −0.02 | −0.16* | −0.02 | 0.06 | 0.22** | −0.42** | −0.51** | −0.34** | −0.32** | 0.11 | 0.26** | 0.17** | – | 0.01 | −0.23 | −0.14 | 0.00 | −0.11 |
| 20. Location of work (0 = remote work, 1 = work in the office) | 0.14 | 0.28 | 0.14 | 0.35 | −0.19** | −0.07 | −0.06 | 0.01 | 0.04 | −0.13* | 0.00 | −0.05 | −0.07 | −0.11 | 0.03 | −0.02 | −0.05 | −0.08 | 0.10 | −0.10 | −0.02 | −0.06 | 0.04 | – | 0.06 | 0.14 | 0.09 | −0.10 |
| 21. Own guilt | 2.53 | 1.46 | 2.88 | 2.09 | −0.09 | −0.08 | 0.02 | −0.06 | −0.07 | −0.18** | −0.11 | 0.25** | −0.02 | 0.10 | −0.13* | 0.20** | 0.28** | 0.07 | 0.13* | −0.09 | −0.02 | 0.05 | −0.17** | −0.06 | – | 0.46** | 0.08 | 0.56** |
| 22. Negative consequences | 3.24 | 1.26 | 3.36 | 1.78 | −0.07 | −0.14* | 0.12 | 0.00 | −0.04 | 0.00 | −0.15* | 0.08 | 0.02 | 0.11 | −0.04 | 0.08 | 0.03 | 0.00 | 0.07 | 0.02 | 0.08 | −0.01 | −0.03 | 0.02 | 0.30** | – | 0.30* | 0.22 |
| 23. Urgency | 3.41 | 1.09 | 3.40 | 1.45 | −0.01 | 0.12 | 0.22** | 0.20** | 0.09 | 0.14* | −0.15* | 0.09 | 0.12 | −0.02 | 0.08 | −0.07 | 0.00 | −0.04 | 0.01 | 0.21** | 0.08 | 0.07 | 0.07 | 0.00 | 0.08 | 0.31** | – | 0.00 |
| 24. Self-perceived learning | 2.92 | 1.23 | 3.09 | 1.75 | −0.15* | 0.04 | 0.17** | −0.06 | −0.06 | 0.03 | 0.06 | 0.28** | 0.07 | 0.06 | −0.28** | 0.29** | 0.30** | 0.20** | 0.11 | −0.10 | −0.09 | −0.07 | −0.31** | −0.15* | 0.36** | 0.14* | 0.11 | – |
Notes:
*p < 0.05, **p < 0.01, ***p < 0.001; Means and standard deviations at the person level are displayed in Columns 1 and 2; means and standard deviations at the problem level are displayed in Columns 3 and 4; correlations above the diagonal refer to person-level data (Level 2) (n = 48), with problem-level variables aggregated at the person level; correlations below the diagonal refer to problem-level diary data (Level 1) (n = 240)