Fig 1.
Research process.
Table 1.
Demographic profile of interview participants (N = 45).
Table 2.
Comparison of survey sample demographics (N = 412) with national researcher population.
Table 3.
Core AIGC service demands identified via computational thematic analysis.
Table 4.
Better-worse coefficients and demand classification for AIGC services.
Fig 2.
Kano Model classification grid based on better-worse coefficients.
Table 5.
Statistical comparison of AIGC needs across disciplines and career stages.
Fig 3.
A phased roadmap for AIGC service development based on the hierarchical needs model.