98% of studies using data-driven assessment tools also used task completion time as the main parameter for efficiency and technical competency¶

Claim · All claims
Evidence · 1 study (2 entries) · review r2–r3 · q3
Currency · newest study 2025 · 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.

q3 i? The review reports that 98% of studies using data-driven assessment also used task completion time as the main parameter, and 93% described motion analysis parameters. → Hardon Sem F. 2025

Evidence¶

Hardon Sem F. 2025¶

Hardon Sem F., Horeman Tim, Reijers Sophie J. M., Schoonmade Linda J., Daams Freek, van der Peet Donald L. (2025). The Implementation of Data-Driven Assessment into Laparoscopic Skills Training: A Systematic Review. Surgical Innovation. https://doi.org/10.1177/15533506251336824

q3 · i? · review · r3

The discussion reports "98% of the studies that used data-driven assessment tools in clinical practice, also used time to complete a training task as the main parameter for efficiency and technical competency."

"The results show that, to date, 98% of the studies that used data-driven assessment tools in clinical practice, also used time to complete a training task as the main parameter for efficiency and technical competency."

Hardon Sem F. 2025 (2)¶

q3 · i? · review · r2

The discussion states "Motion analysis parameters, such as instrument path length, speed, and smoothness, were most frequently described (93% of studies)."

"Motion analysis parameters, such as instrument path length, speed, and smoothness, were most frequently described (93% of studies)."

Discussion¶

Only 35 of 2814 identified studies describe data-driven assessment tools implemented in laparoscopic skills training curricula for surgical residents — related

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`generated`	by `process:wiki-ingest` on `2026-10-31`
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