Interviews identify IEI implementation gaps — curriculum-industry misalignment, limited project diversity, and weak enterprise engagement — as boundary conditions on the psychological pathways¶

Claim · All claims
Evidence · 1 study (2 entries) · associational r1–r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Qualitative interviews with instructors and enterprise mentors uncovered persistent IEI implementation gaps that contextualize the quantitative model. → Liang 2026 q2 i? The authors argue weak enterprise engagement can inflate perceived feedback quality without skill development, so high-quality AIGC feedback alone cannot activate the regulatory pathway. → Liang 2026 (2)

Evidence¶

Liang 2026¶

Liang, Li, Hsu and Xu. (2026). AIGC affordance and student self-regulation in private undergraduate education: a serial mediation model of self-efficacy and learning motivation. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1800950

q2 · i? · associational · r2

Thematic analysis of semi-structured interviews with 8 instructors and purposively selected enterprise mentors (manufacturing, IT, education), each about 30 minutes, conducted to explain background of non-significant paths. The article reports "persistent gaps in IEI implementation" as themes.

"interview data uncovered persistent gaps in IEI implementation, including curriculum-industry misalignment, limited project diversity, and weak enterprise engagement, which contextualize the quantitative model."

Liang 2026 (2)¶

Liang, Li, Hsu and Xu. (2026). AIGC affordance and student self-regulation in private undergraduate education: a serial mediation model of self-efficacy and learning motivation. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1800950

q2 · i? · associational · r1

Authors' interpretation (type e) from the Discussion, attributing the null H2b and H5 paths to missing autonomy-supportive mentorship; the article states this as an argument, not a tested result.

"Where enterprise engagement is weak and mentors fail to provide such autonomy support, even high-quality AIGC feedback cannot activate the regulatory pathway (H2b, H5)."

Discussion¶

Related Claims¶

• Perceived AIGC affordance enhances AIGC self-efficacy and directly predicts self-regulated learning in IEI undergraduates — related
• Industrial arts teacher education must foster understanding of both the technical and the human sides of enterprise — related
• A literature review identifies misalignment between conducted research and needed evidence, contextual factors, and rarely used bridging frameworks as challenges to evidence use in policy decisions — related
• Predictive analytics can benefit education only if educators heed how their use should differ from industry — related
• Worker and jobseeker input on skills-first pathway design and implementation is far too often limited or missing — related
• Cost, inflexible formats, and misalignment with goals or industry demand are reported barriers to educational and training opportunities — related
• Qualitative educator interviews corroborate and explain the quantitative path findings — related
• A formative study with 7 students and 3 instructors identified five key challenges impeding exploratory learning in existing supply chain simulations. — related
• Misalignment profiles predict growth-oriented disengagement: students can endorse self-change while withdrawing when routes are perceived as infeasible — related