A total of 2618 surgical residents were trained and assessed using data-driven assessment tools across the 35 included studies¶

Claim · All claims
Evidence · 1 study · review r3 · q3
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q3 i? Across the 35 included studies, 2618 surgical residents (median 27 per study) were trained and assessed with data-driven tools. → 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

Descriptive analysis of study characteristics reports "A total of 2618 surgical residents, median 27 (range 6 - 914), were trained and assessed by data-driven assessment tools for laparoscopic skills training."

"A total of 2618 surgical residents, median 27 (range 6 - 914), were trained and assessed by data-driven assessment tools for laparoscopic skills training (Table 1)."

Discussion¶

Related Claims¶

• Only 35 of 2814 identified studies describe data-driven assessment tools implemented in laparoscopic skills training curricula for surgical residents — related
• Validity evidence for data-driven assessment tools relies predominantly on construct validity, with 11 of 35 studies using unvalidated tools — related
• Most data-driven assessment tools in laparoscopic training focus on instrument handling, with only three studies evaluating tissue handling skills — related