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. 2024 Mar 12;15:1356554. doi: 10.3389/fpsyg.2024.1356554

Table 5.

Regulatory effect test of technology (random-effect model).

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**