Exploring the use of big data technology in mental health monitoring and intervention
e
29 set 2025
INFORMAZIONI SU QUESTO ARTICOLO
Pubblicato online: 29 set 2025
Ricevuto: 04 gen 2025
Accettato: 26 apr 2025
DOI: https://doi.org/10.2478/amns-2025-1125
Parole chiave
© 2025 Linghua Jin and Yuxuan Hou, published by Sciendo.
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
Figure 7.
Figure 8.
Figure 9.
Figure 10.
Figure 11.
Scores of college students before and after psychological intervention
| Time | Pre-intervention | Post-intervention | T-value | P |
|---|---|---|---|---|
| Number | 400 | 400 | - | |
| Somatization | 1.61±0.51 | 1.24±0 36 | 24.809 | <0.01 |
| Force | 1.93±0.62 | 1.70±0.49 | 12.027 | <0.01 |
| Interpersonal sensitivity | 1.98±0.64 | 1.58±0.45 | 21.306 | <0.01 |
| Depressed | 1.82±0.56 | 1.36±0.41 | 27.595 | <0.01 |
| Anxiety | 1.94±0.61 | 1.34±0.38 | 35.253 | <0.01 |
| Antagonize | 1.87±0.46 | 1.49±0.44 | 24.611 | <0.01 |
| Fear | 1.64±0.39 | 1.19±0.36 | 35.133 | <0.01 |
| Bigoted | 1.73±0.40 | 1.40±0.42 | 23.510 | <0.01 |
| Psychosis | 1.62±0.45 | 1.29±0.33 | 24.747 | <0.01 |
| Other | 1.59±0.47 | 1.19±0.31 | 29.996 | <0.01 |
College students’ mental health course discussion topics (Top10)
| Number | Frequently used words | Word frequency | Number | Frequently used words | Word frequency |
|---|---|---|---|---|---|
| 1 | Emotion | 82 | 6 | Friend | 23 |
| 2 | Love | 68 | 7 | Influence | 19 |
| 3 | Cognize | 59 | 8 | Association | 19 |
| 4 | Ego | 53 | 9 | Get along with | 19 |
| 5 | Relationship | 41 | 10 | Other people | 18 |