No significant correlation between simulator performance and self-reported mental workload (SURG-TLX)¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Pearson correlations between performance and mental workload were not significant for the Tubes task (p = 0.37), Suture Sponge task (p = 0.79), or Dots and Needles task (p = 0.97). → Shafiei 2024
Evidence¶
Shafiei 2024¶
Shafiei, S. B., Shadpour, S., Sasangohar, F., Mohler, J. L., Attwood, K. & Jing, Z. (2024). Development of performance and learning rate evaluation models in robot-assisted surgery using electroencephalography and eye-tracking. npj Science of Learning 9:3. https://doi.org/10.1038/s41539-024-00216-y
q2 · i? · associational · r1
Pearson correlation analysis of performance scores against SURG-TLX mental-workload scores (six domains, each scored 1 to 20, summed) collected at the end of each attempt. Only p-values are printed; equivalence was not tested.
"The Pearson correlation between performance and mental workload was not significant for the Tubes task (Pearson correlation; p-value = 0.37), Suture Sponge task (Pearson correlation; p-value = 0.79), and Dots and Needles task (Pearson correlation; p-value = 0.97)."
Discussion¶
Related Claims¶
- AI assistance reduces subjective mental effort across all tasks even when it does not reduce completion time, dissociating time and effort — related
- No significant correlation between hours of RAS practice and simulator task performance — related
- Participants perceive skills as transferable between the Hugo RAS and dV-trainer, with higher workload reported on the SP platform — related
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