Table 1.
Research hypotheses.
Fig 1.
Visual representation of hypotheses.
Fig 2.
Research procedure.
Table 2.
Sample demographics (N = 239).
Table 3.
Construct reliability and convergent validity results.
Fig 3.
Regression Model Fit: Predicted vs. Actual Digital Product Success.
Table 4.
Regression coefficients table.
Fig 4.
Hypothesis model with regression and moderation outcomes.
Fig 5.
Variation in knowledge sharing across AI usage levels in project management.
Fig 6.
The dual role of AI in open innovation networks.