Genetic algorithm-based optimal repertoire selection for music therapy on therapeutic effects
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21. März 2025
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Online veröffentlicht: 21. März 2025
Eingereicht: 08. Nov. 2024
Akzeptiert: 10. Feb. 2025
DOI: https://doi.org/10.2478/amns-2025-0692
Schlüsselwörter
© 2025 Ming Chen et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Pre-test and post-test therapeutic effect comparison of control group
| Item | Pre-test | Post-test | t/Z | p | ||
|---|---|---|---|---|---|---|
| M | SD | M | SD | |||
| Self-impression | 8.65 | 1.64 | 8.88 | 1.83 | -0.413 | 0.688 |
| Self-efficacy | 8.25 | 1.35 | 8.42 | 1.43 | -0.622 | 0.601 |
| Emotional control | 9.06 | 1.86 | 9.09 | 1.68 | -0.476 | 0.760 |
| Physical health | 8.43 | 1.79 | 8.56 | 1.84 | -0.373 | 0.508 |
| Mental health | 8.38 | 1.68 | 8.47 | 1.44 | -0.288 | 0.908 |
| Interpersonal adaptation | 8.37 | 1.78 | 8.44 | 1.83 | -0.458 | 0.446 |
| Family atmosphere | 9.12 | 1.42 | 9.29 | 1.33 | -0.268 | 0.735 |
| Mentality balance | 8.87 | 1.87 | 8.93 | 1.62 | -0.355 | 0.813 |
| Sleep quality | 8.81 | 1.52 | 8.87 | 1.52 | -0.523 | 0.681 |
| Total | 77.94 | 5.73 | 78.95 | 6.01 | -1.276 | 0.582 |
Pre-test and post-test therapeutic effect comparison of experimental group
| Item | Pre-test | Post-test | t/Z | p | ||
|---|---|---|---|---|---|---|
| M | SD | M | SD | |||
| Self-impression | 8.45 | 1.84 | 13.77 | 3.57 | -6.588 | 0.000 |
| Self-efficacy | 8.29 | 1.39 | 14.08 | 4.65 | -7.420 | 0.000 |
| Emotional control | 8.84 | 1.62 | 15.17 | 4.64 | -6.614 | 0.000 |
| Physical health | 8.27 | 1.46 | 15.06 | 4.83 | -5.072 | 0.000 |
| Mental health | 8.55 | 1.5 | 15.01 | 4.51 | -6.423 | 0.000 |
| Interpersonal adaptation | 8.16 | 1.68 | 15.59 | 4.03 | -4.789 | 0.000 |
| Family atmosphere | 9.26 | 1.37 | 14.46 | 4.79 | -7.113 | 0.000 |
| Mentality balance | 8.80 | 1.80 | 12.81 | 3.45 | -6.348 | 0.000 |
| Sleep quality | 8.75 | 1.78 | 13.09 | 3.88 | -6.245 | 0.000 |
| Total | 77.37 | 5.15 | 129.04 | 10.30 | -10.985 | 0.000 |
Increment comparison of therapeutic effect of experimental and control group
| Item | Group | N | M | SD | F | t | p | Cohen’s d |
|---|---|---|---|---|---|---|---|---|
| Self-impression | Experimental group | 24 | 5.32 | 1.73 | 1.584 | 7.462 | 0.000 | 3.86 |
| Control group | 24 | 0.23 | 0.19 | |||||
| Self-efficacy | Experimental group | 24 | 5.79 | 3.26 | 3.624 | 7.952 | 0.000 | 4.12 |
| Control group | 24 | 0.17 | 0.08 | |||||
| Emotional control | Experimental group | 24 | 6.33 | 3.02 | 0.422 | 8.041 | 0.000 | 5.93 |
| Control group | 24 | 0.03 | -0.18 | |||||
| Physical health | Experimental group | 24 | 6.79 | 3.37 | 1.632 | 7.223 | 0.000 | 5.74 |
| Control group | 24 | 0.13 | 0.05 | |||||
| Mental health | Experimental group | 24 | 6.46 | 3.01 | 0.694 | 6.995 | 0.000 | 5.26 |
| Control group | 24 | 0.09 | -0.24 | |||||
| Interpersonal adaptation | Experimental group | 24 | 7.43 | 2.35 | 0.487 | 15.521 | 0.000 | 6.95 |
| Control group | 24 | 0.07 | 0.05 | |||||
| Family atmosphere | Experimental group | 24 | 5.20 | 3.42 | 0.589 | 7.346 | 0.000 | 3.92 |
| Control group | 24 | 0.17 | -0.09 | |||||
| Mentality balance | Experimental group | 24 | 4.01 | 1.65 | 1.702 | 7.558 | 0.000 | 2.84 |
| Control group | 24 | 0.06 | -0.25 | |||||
| Sleep quality | Experimental group | 24 | 4.34 | 2.10 | 1.632 | 8.027 | 0.000 | 2.76 |
| Control group | 24 | 0.06 | 0.00 | |||||
| Total | Experimental group | 24 | 51.67 | 5.15 | 0.412 | 42.565 | 0.000 | 18.54 |
| Control group | 24 | 1.01 | 0.28 |
Pre-test therapeutic effect comparison of experimental and control group
| Item | Group | N | M | SD | F | t | p |
|---|---|---|---|---|---|---|---|
| Self-impression | Experimental group | 24 | 8.45 | 1.84 | 0.324 | -0.429 | 0.826 |
| Control group | 24 | 8.65 | 1.64 | ||||
| Self-efficacy | Experimental group | 24 | 8.29 | 1.39 | 0.355 | 0.727 | 0.793 |
| Control group | 24 | 8.25 | 1.35 | ||||
| Emotional control | Experimental group | 24 | 8.84 | 1.62 | 0.688 | -1.069 | 0.691 |
| Control group | 24 | 9.06 | 1.86 | ||||
| Physical health | Experimental group | 24 | 8.27 | 1.46 | 0.223 | -0.684 | 0.467 |
| Control group | 24 | 8.43 | 1.79 | ||||
| Mental health | Experimental group | 24 | 8.55 | 1.50 | 1.021 | 0.545 | 0.489 |
| Control group | 24 | 8.38 | 1.68 | ||||
| Interpersonal adaptation | Experimental group | 24 | 8.16 | 1.68 | 0.122 | -0.809 | 0.414 |
| Control group | 24 | 8.37 | 1.78 | ||||
| Family atmosphere | Experimental group | 24 | 9.26 | 1.37 | 1.302 | 0.829 | 0.503 |
| Control group | 24 | 9.12 | 1.42 | ||||
| Mentality balance | Experimental group | 24 | 8.80 | 1.80 | 0.205 | -0.281 | 0.699 |
| Control group | 24 | 8.87 | 1.87 | ||||
| Sleep quality | Experimental group | 24 | 8.75 | 1.78 | 0.756 | -0.182 | 0.524 |
| Control group | 24 | 8.81 | 1.52 | ||||
| Total | Experimental group | 24 | 77.37 | 5.15 | 0.621 | -0.584 | 0.647 |
| Control group | 24 | 77.94 | 5.73 |