Subscribe to RSS
DOI: 10.1055/a-2803-5848
Osteotomy of Three-Dimensional-Printed Distal Radius Malunions: A Performance Comparison of Naïve and Deliberate Practice Training
Authors
Abstract
Background
Surgical education has traditionally relied on apprenticeship, which is limited by the availability of operations and case variability. Deliberate practice (DP) is a structured, goal-directed training method that emphasizes targeted objectives and individualized feedback. This study compared trainee performance in distal radius malunion osteotomy on three-dimensional-printed bone models using naïve practice (NP) versus video-assisted DP.
Case Description
Twelve participants were stratified by expertise level (levels 1 and 2), assigned to either the NP or DP group, and tasked to complete five consecutive trials (E1–E5). Performance was assessed using the Objective Structured Assessment of Technical Skill (score range: 15–75) and analyzed with appropriate statistical methods.
Literature Review
Baseline scores (E1) were similar between NP (57.7 ± 7.4) and DP (60.2 ± 9.1; p = 0.87). By E5, DP participants achieved higher scores (72.0 ± 2.8) than NP (67.0 ± 4.5; p = 0.038). Improvement was greatest in level 1 trainees, who demonstrated larger relative gains, despite lower absolute scores compared with level 2 participants
Clinical Relevance
These results are consistent with the literature demonstrating the effectiveness of DP in orthopaedics and highlight the complementarity between DP and mental practice. The systematic integration of active, feedback-guided methods—such as video-assisted DP—may shorten the learning curve and raise the performance level of surgical trainees.
Keywords
deliberate practice - learning curve - performance - OSATS - distal radius - osteotomy - malunionContributors' Statement
I.L.: Methodology; writing—original draft; validation. P.L.: Conceptualization; methodology; supervision; writing—original draft; writing—review and editing; project administration; validation. K.I.: Writing—review and editing (including reference refinement); validation.
Ethical Approval
Institutional review board approval was obtained: CE-2022-33.
Note
Skylab supplied plates and 3D models, Caresyntax provided the video storage platform, Gepromed provided the research facilities
Publication History
Received: 02 November 2025
Accepted: 03 February 2026
Article published online:
20 February 2026
© 2026. Thieme. All rights reserved.
Thieme Medical Publishers, Inc.
333 Seventh Avenue, 18th Floor, New York, NY 10001, USA
-
References
- 1 Cameron JL. William Stewart Halsted. Our surgical heritage. Ann Surg 1997; 225 (05) 445-458
- 2 Tang JB, Giddins G. Why and how to report surgeons' levels of expertise. J Hand Surg Eur Vol 2016; 41 (04) 365-366
- 3 Ericsson KA. Deliberate practice and acquisition of expert performance: a general overview. Acad Emerg Med 2008; 15 (11) 988-994
- 4 Reznick RK, MacRae H. Teaching surgical skills–changes in the wind. N Engl J Med 2006; 355 (25) 2664-2669
- 5 Liverneaux P. Should we ban live surgery?. J Visc Surg 2019; 156 (04) 279-280
- 6 Ericsson KA. Deliberate practice and the acquisition and maintenance of expert performance in medicine and related domains. Acad Med 2004; 79 (10, Suppl): S70-S81
- 7 Platz F, Kopiez R, Lehmann AC, Wolf A. The influence of deliberate practice on musical achievement: a meta-analysis. Front Psychol 2014; 5: 646
- 8 Bonrath EM, Dedy NJ, Gordon LE, Grantcharov TP. Comprehensive surgical coaching enhances surgical skill in the operating room: a randomized controlled trial. Ann Surg 2015; 262 (02) 205-212
- 9 Palter VN, Grantcharov TP. Individualized deliberate practice on a virtual reality simulator improves technical performance of surgical novices in the operating room: a randomized controlled trial. Ann Surg 2014; 259 (03) 443-448
- 10 Cafarelli L, El Amiri L, Facca S, Chakfé N, Sapa MC, Liverneaux P. Anterior plating technique for distal radius: comparing performance after learning through naive versus deliberate practice. Int Orthop 2022; 46 (08) 1821-1829
- 11 Ducournau F, Meyer N, Xavier F, Facca S, Liverneaux P. Learning a MIPO technique for distal radius fractures: mentoring versus simple experience versus deliberate practice. Orthop Traumatol Surg Res 2021; 107 (08) 102939
- 12 Martin JA, Regehr G, Reznick R. et al. Objective Structured Assessment of Technical Skill (OSATS) for surgical residents. Br J Surg 1997; 84 (02) 273-278
- 13 Berte N, Perrenot C. Surgical apprenticeship in the era of simulation. J Visc Surg 2020; 157 (3, Suppl 2): S93-S99
- 14 Ghazali DA, Ilha-Schuelter P, Oriot D. Performing complex interdisciplinary procedures: never on the patient the first time!. Med Educ 2024; 58 (02) 263-264
- 15 Cook DA, Hatala R, Brydges R. et al. Technology-enhanced simulation for health professions education: a systematic review and meta-analysis. JAMA 2011; 306 (09) 978-988
- 16 Blackhall VI, Cleland J, Wilson P, Moug SJ, Walker KG. Barriers and facilitators to deliberate practice using take-home laparoscopic simulators. Surg Endosc 2019; 33 (09) 2951-2959
- 17 Ducournau F, Liverneaux PA. Deliberate practice as a method of teaching surgery. J Hand Surg Eur Vol 2021; 46 (08) 912-913
- 18 Delbarre M, Hidalgo Diaz JJ, Xavier F, Meyer N, Sapa M-C, Liverneaux P. Reduction in ionizing radiation exposure during minimally invasive anterior plate osteosynthesis of distal radius fracture: naive versus deliberate practice. Hand Surg Rehabil 2021 S2468122921006356.
- 19 Higgins M, Madan CR, Patel R. Deliberate practice in simulation-based surgical skills training: a scoping review. J Surg Educ 2021; 78 (04) 1328-1339
- 20 Bilgic E, Valanci-Aroesty S, Fried GM. Video assessment of surgeons and surgery. Adv Surg 2020; 54: 205-214
- 21 Trapé A, Favreau H, Facca S, Chakfé N, Peterson B, Liverneaux P. Study of the performance of resident surgeon-in-training during distal fibula lateral plate placement according to 2 learning methods: naive practice versus deliberate practice. Eur J Orthop Surg Traumatol 2025; 35 (01) 105
- 22 Passarelli AC, Ipaktchi K, Liverneaux P. Effect of mental practice on surgical trainees' ability to describe an ulnar shortening osteotomy after video observation: an experimental study. Hand Surg Rehabil 2025; 44 (05) 102228
- 23 Korte W, Merz C, Kirchhoff F. et al. Train early and with deliberate practice: simple coronary surgery simulation platform results in fast increase in technical surgical skills in residents and students. Interact Cardiovasc Thorac Surg 2020; 30 (06) 871-878
- 24 Pradarelli JC, Yule S, Lipsitz SR. et al. Surgical Coaching for Operative Performance Enhancement (SCOPE): skill ratings and impact on surgeons' practice. Surg Endosc 2021; 35 (07) 3829-3839
- 25 Hashimoto DA, Sirimanna P, Gomez ED. et al. Deliberate practice enhances quality of laparoscopic surgical performance in a randomized controlled trial: from arrested development to expert performance. Surg Endosc 2015; 29 (11) 3154-3162
- 26 Crochet P, Aggarwal R, Dubb SS. et al. Deliberate practice on a virtual reality laparoscopic simulator enhances the quality of surgical technical skills. Ann Surg 2011; 253 (06) 1216-1222
- 27 Ahmed OMA, Azher I, Gallagher AG, Breslin DS, O'Donnell BD, Shorten GD. Deliberate practice using validated metrics improves skill acquisition in performance of ultrasound-guided peripheral nerve block in a simulated setting. J Clin Anesth 2018; 48: 22-27