Table 5.
Variable | Category | k | N | g | 95% CI | Heterogeneity | ||
---|---|---|---|---|---|---|---|---|
Q | df | p | ||||||
Age stage | Primary school | 1 | 15 | 0.786 | 0.231–0381** | 7.935 | 2 | 0.019* |
Junior high school | 3 | 1,779 | 0.151 | 0.060–0.242* | ||||
Senior high school | 6 | 2,256 | 0.539 | 0.131–0.946* | ||||
Mental health issues | Depression | 6 | 2,238 | 0.290 | 0.058–0.522* | 3.023 | 2 | 0.221 |
Mental health issues caused by COVID-19 | 3 | 1,797 | 0.588 | −0.059–1.235 | ||||
Bullying | 1 | 15 | 0.290 | 0.244–1.418** | ||||
Technology type | Apps software | 4 | 1,821 | 0.148 | 0.059–0.237* | 5.791 | 2 | 0.055 |
Telemedicine | 5 | 2,212 | 0.690 | 0.253–1.127** | ||||
Chatbot | 1 | 17 | 0.005 | −0.912–0.921 | ||||
Intervention duration | Short-term intervention | 4 | 159 | 0.681 | 0.138–1.224* | 2.280 | 2 | 0.131 |
Long-term intervention | 6 | 3,891 | 0.242 | 0.071–0.414** |