Disciplinary engagement at one interval positively predicts subsequent behavioral and collaborative engagement¶

Claim · All claims
Evidence · 1 study · associational r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? DE at time t-1 was associated with increases in BE (standardized coefficient 0.25) and CE (0.30) at the next rating occasion, and DE showed the largest autocorrelation (0.36), with credible intervals exceeding zero in 24 of 28 groups for the DE autocorrelation. → Rogat 2026

Evidence¶

Rogat 2026¶

Rogat, T. K., Traynor, A., Hmelo-Silver, C. E., & Cheng, B. H. (2026). Situating collaborative disciplinary activity: creating a space for high-quality group engagement. Instructional Science. https://doi.org/10.1007/s11251-025-09772-1

q2 · i? · associational · r2

Multivariate time series regression (dynamic structural equation modeling) of rubric-rated engagement across video intervals (Research Question 2). Table 4 prints DE(t-1)→BEt = 0.25 and DE(t-1)→CEt = 0.30, described as "a small-to-moderate effect of 0.30 also measured on a correlation metric."

"The results suggest that DE at time t – 1 is associated with increases in both BE and CE at the subsequent rating occasion, time t (see Table 4 for numeric results and Fig. 4 for a visualization)."

Discussion¶

Related Claims¶

• Group engagement dimensions are positively interrelated concurrently, except socioemotional engagement
• Open-ended tasks are associated with higher disciplinary engagement in the same observation interval
• Adding time-varying task features roughly halves unexplained variance in disciplinary engagement ratings
• Collaborative and metacognitive engagement reciprocally predict each other over time — related