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. 2025 Aug 8;16:1652130. doi: 10.3389/fpsyg.2025.1652130

Table 4.

Contributions of professional skills in the AI-HI collaboration process.

Variable Definition Coefficient Standard error T value P value
IL Innovation leadership 0.02 0.01 1.54 0.12
RB Relationship building −0.03* 0.01 −2.19 0.03
TU Tolerance for uncertainty 0.04** 0.01 3.14 0.00
PO Passion and optimism 0.03** 0.01 4.63 0.00
CB Cyber behavior −0.02 0.01 −1.80 0.07
DA Data analysis 0.00 0.01 0.39 0.70
FL Foreign language 0.07** 0.01 7.32 0.00

The analysis results are derived from MATLAB. A smaller standard error indicates a more precise estimate of the regression coefficients; the T value is used to test whether the regression coefficients are significantly different from zero;

**

p < 0.01,

*

p < 0.05.