Skip to main content
Log in

Cognitive load and performance in immersive virtual reality versus conventional virtual reality simulation training of laparoscopic surgery: a randomized trial

  • Published:
Surgical Endoscopy Aims and scope Submit manuscript

Abstract

Background

Virtual reality simulators combined with head-mounted displays enable highly immersive virtual reality (VR) for surgical skills training, potentially bridging the gap between the simulation environment and real-life operating room conditions. However, the increased complexity of the learning situation in immersive VR could potentially induce high cognitive load thereby inhibiting performance and learning. This study aims to compare cognitive load and performance in immersive VR and conventional VR simulation training.

Methods

A randomized controlled trial of residents (n = 31) performing laparoscopic salpingectomies with an ectopic pregnancy in either immersive VR or conventional VR simulation. Cognitive load was estimated by secondary-task reaction time at baseline, and during nonstressor and stressor phases of the procedure. Simulator metrics were used to evaluate performance.

Results

Cognitive load was increased by 66% and 58% during immersive VR and conventional VR simulation, respectively (p < 0.001), compared to baseline. A light stressor induced a further increase in cognitive load by 15.2% and a severe stressor by 43.1% in the immersive VR group compared to 23% (severe stressor) in the conventional VR group. Immersive VR also caused a significantly worse performance on most simulator metrics.

Conclusion

Immersive VR simulation training induces a higher cognitive load and results in a poorer performance than conventional VR simulation training in laparoscopy. High extraneous load and element interactivity in the immersive VR are suggested as mechanisms explaining this finding. However, immersive VR offers some potential advantages over conventional VR such as more real-life conditions but we only recommend introducing immersive VR in surgical skills training after initial training in conventional VR.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Notes

  1. Videos as online content: https://youtu.be/-PJKZJz6cc0 (calm phase), https://youtu.be/COtp3x0MWoI (light stressor), https://youtu.be/LqNV8euKTxM (severe stressor), https://youtu.be/TEAdtLBbixE (full procedure).

References

  1. Gallagher AG, Ritter EM, Champion H, Higgins G, Fried MP, Moses G et al (2005) Virtual reality simulation for the operating room: proficiency-based training as a paradigm shift in surgical skills training. Ann Surg 241:364–372

    Article  Google Scholar 

  2. Reichenbach DJ, Tackett AD, Harris J, Camacho D, Graviss EA, Dewan B et al (2006) Laparoscopic colon resection early in the learning curve: what is the appropriate setting? Ann Surg 243:730–735. https://doi.org/10.1097/01.sla.0000220039.26524.fadiscussion 5-7

    Article  PubMed  PubMed Central  Google Scholar 

  3. Watson DI, Baigrie RJ, Jamieson GG (1996) A learning curve for laparoscopic fundoplication. Definable, avoidable, or a waste of time? Ann Surg 224:198–203

    Article  CAS  Google Scholar 

  4. Kasotakis G, Lakha A, Sarkar B, Kunitake H, Kissane-Lee N, Dechert T et al (2014) Trainee participation is associated with adverse outcomes in emergency general surgery: an analysis of the National Surgical Quality Improvement Program database. Ann Surg 260:483–490. https://doi.org/10.1097/sla.0000000000000889discussion 90-3

    Article  PubMed  Google Scholar 

  5. Varas J, Mejía R, Riquelme A, Maluenda F, Buckel E, Salinas J et al (2012) Significant transfer of surgical skills obtained with an advanced laparoscopic training program to a laparoscopic jejunojejunostomy in a live porcine model: feasibility of learning advanced laparoscopy in a general surgery residency. Surg Endosc 26:3486–3494. https://doi.org/10.1007/s00464-012-2391-4

    Article  PubMed  Google Scholar 

  6. Zendejas B, Cook DA, Bingener J, Huebner M, Dunn WF, Sarr MG et al (2011) Simulation-based mastery learning improves patient outcomes in laparoscopic inguinal hernia repair: a randomized controlled trial. Ann Surg 254:502–509. https://doi.org/10.1097/sla.0b013e31822c6994discussion 9-11

    Article  PubMed  Google Scholar 

  7. Nagendran M, Gurusamy KS, Aggarwal R, Loizidou M, Davidson BR (2013) Virtual reality training for surgical trainees in laparoscopic surgery. Cochrane Database Syst Rev. https://doi.org/10.1002/14651858.cd006575.pub3

    Article  PubMed  Google Scholar 

  8. Sirimanna P, Gladman MA (2017) Development of a proficiency-based virtual reality simulation training curriculum for laparoscopic appendicectomy. ANZ J Surg 87:760–766. https://doi.org/10.1111/ans.14135

    Article  PubMed  Google Scholar 

  9. Moorthy K, Munz Y, Adams S, Pandey V, Darzi A (2005) A human factors analysis of technical and team skills among surgical trainees during procedural simulations in a simulated operating theatre. Ann Surg 242:631–639

    Article  Google Scholar 

  10. Huber T, Paschold M, Hansen C, Wunderling T, Lang H, Kneist W (2017) New dimensions in surgical training: immersive virtual reality laparoscopic simulation exhilarates surgical staff. Surg Endosc 31:4472–4477. https://doi.org/10.1007/s00464-017-5500-6

    Article  PubMed  Google Scholar 

  11. van Merrienboer JJ, Sweller J (2010) Cognitive load theory in health professional education: design principles and strategies. Med Educ 44:85–93. https://doi.org/10.1111/j.1365-2923.2009.03498.x

    Article  PubMed  Google Scholar 

  12. Cowan N (2014) Working memory underpins cognitive development, learning, and education. Educ Psychol Rev 26:197–223. https://doi.org/10.1007/s10648-013-9246-y

    Article  PubMed  Google Scholar 

  13. Choi H-H, van Merriënboer JJG, Paas F (2014) Effects of the physical environment on cognitive load and learning: towards a new model of cognitive load. Educ Psychol Rev 26:225–244. https://doi.org/10.1007/s10648-014-9262-6

    Article  Google Scholar 

  14. Kulasegaram KM, Grierson LE, Norman GR (2013) The roles of deliberate practice and innate ability in developing expertise: evidence and implications. Med Educ 47:979–989. https://doi.org/10.1111/medu.12260

    Article  PubMed  Google Scholar 

  15. de Jong T (2010) Cognitive load theory, educational research, and instructional design: some food for thought. Instr Sci 38:105–134. https://doi.org/10.1007/s11251-009-9110-0

    Article  Google Scholar 

  16. Dargar S, Kennedy R, Lai W, Arikatla V, De S (2015) Towards immersive virtual reality (iVR): a route to surgical expertise. J Comput Surg. https://doi.org/10.1186/s40244-015-0015-8

    Article  PubMed  PubMed Central  Google Scholar 

  17. Schulz KF, Altman DG, Moher D (2011) CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. Int J Surg 9:672–677. https://doi.org/10.1016/j.ijsu.2011.09.004

    Article  PubMed  Google Scholar 

  18. Konge L, Ringsted C, Bjerrum F, Tolsgaard MG, Bitsch M, Sorensen JL et al (2015) The Simulation Centre at Rigshospitalet, Copenhagen, Denmark. J Surg Educ 72:362–365. https://doi.org/10.1016/j.jsurg.2014.11.012

    Article  PubMed  Google Scholar 

  19. Brunken R, Plass JL, Leutner D (2003) Direct measurement of cognitive load in multimedia learning. Educ Psychol 38:53–61. https://doi.org/10.1207/s15326985ep3801_7

    Article  Google Scholar 

  20. Rojas D, Haji F, Shewaga R, Kapralos B, Dubrowski A (2014) The impact of secondary-task type on the sensitivity of reaction-time based measurement of cognitive load for novices learning surgical skills using simulation. Stud Health Technol Inform 196:353–359

    PubMed  Google Scholar 

  21. Naismith LM, Cavalcanti RB (2015) Validity of cognitive load measures in simulation-based training: a systematic review. Acad Med 90:S24–S35. https://doi.org/10.1097/acm.0000000000000893

    Article  PubMed  Google Scholar 

  22. Haji FA, Rojas D, Childs R, de Ribaupierre S, Dubrowski A (2015) Measuring cognitive load: performance, mental effort and simulation task complexity. Med Educ 49:815–827. https://doi.org/10.1111/medu.12773

    Article  PubMed  Google Scholar 

  23. Naismith LM, Cheung JJ, Ringsted C, Cavalcanti RB (2015) Limitations of subjective cognitive load measures in simulation-based procedural training. Med Educ 49:805–814. https://doi.org/10.1111/medu.12732

    Article  PubMed  Google Scholar 

  24. Gianaros PJ, Muth ER, Mordkoff JT, Levine ME, Stern RM (2001) A questionnaire for the assessment of the multiple dimensions of motion sickness. Aviat Space Environ Med 72:115–119

    CAS  PubMed  PubMed Central  Google Scholar 

  25. Andersen SA, Mikkelsen PT, Konge L, Caye-Thomasen P, Sorensen MS (2016) Cognitive load in mastoidectomy skills training: virtual reality simulation and traditional dissection compared. J Surg Educ 73:45–50. https://doi.org/10.1016/j.jsurg.2015.09.010

    Article  PubMed  Google Scholar 

  26. Andersen SAW, Konge L, Sorensen MS (2018) The effect of distributed virtual reality simulation training on cognitive load during subsequent dissection training. Med Teach. https://doi.org/10.1080/0142159x.2018.1465182

    Article  PubMed  Google Scholar 

  27. Ali A, Subhi Y, Ringsted C, Konge L (2015) Gender differences in the acquisition of surgical skills: a systematic review. Surg Endosc 29:3065–3073. https://doi.org/10.1007/s00464-015-4092-2

    Article  PubMed  Google Scholar 

  28. Haji FA, Cheung JJ, Woods N, Regehr G, de Ribaupierre S, Dubrowski A (2016) Thrive or overload? The effect of task complexity on novices’ simulation-based learning. Med Educ 50:955–968. https://doi.org/10.1111/medu.13086

    Article  PubMed  Google Scholar 

  29. Andersen SA, Mikkelsen PT, Konge L, Caye-Thomasen P, Sorensen MS (2016) Cognitive load in distributed and massed practice in virtual reality mastoidectomy simulation. Laryngoscope 126:E74–E79. https://doi.org/10.1002/lary.25449

    Article  PubMed  Google Scholar 

  30. Abelson JS, Silverman E, Banfelder J, Naides A, Costa R, Dakin G (2015) Virtual operating room for team training in surgery. Am J Surg 210:585–590. https://doi.org/10.1016/j.amjsurg.2015.01.024

    Article  PubMed  Google Scholar 

  31. Sankaranarayanan G, Li B, Manser K, Jones SB, Jones DB, Schwaitzberg S et al (2016) Face and construct validation of a next generation virtual reality (Gen2-VR) surgical simulator. Surg Endosc 30:979–985. https://doi.org/10.1007/s00464-015-4278-7

    Article  PubMed  Google Scholar 

  32. Johnson L, Adams Becker S, Cummins M, Estrada V, Freeman A, Hall C (2016) NMC horizon report: 2016 higher education edition. The New Media Consortium, Austin

    Google Scholar 

  33. Nararro-Haro MV, Hoffman HG, Garcia-Palacios A, Sampaio M, Alhalabi W, Hall K et al (2016) The use of virtual reality to facilitate mindfulness skills training in dialectical behavioral therapy for borderline personality disorder: a case study. Front Psychol 7:1573. https://doi.org/10.3389/fpsyg.2016.01573

    Article  PubMed  PubMed Central  Google Scholar 

  34. Lofaro RJSK (2009) Civil aviation: flight simulators and training. In: DA Vincenzi WJ, Mouloua M, Hancock PA (eds) Human factors in simulation and training. CRC Press, Boca Raton, pp 257–286

    Google Scholar 

  35. Schmorrow DND, Lackey SJ, Allen RC, Norman K, Cohn J (2009) Virtual reality in the training environment. In: Vincenzi DAWJ, Mouloua M, Hancock PA (eds) Human factors in simulation and training. CRC Press, Boca Raton, pp 201–228

    Google Scholar 

  36. Bekelis K, Calnan D, Simmons N, MacKenzie TA, Kakoulides G (2017) Effect of an immersive preoperative virtual reality experience on patient reported outcomes: a randomized controlled trial. Ann Surg 265:1068–1073. https://doi.org/10.1097/sla.0000000000002094

    Article  PubMed  Google Scholar 

  37. Sweller J (1999) Instructional design in technical areas. ACER Press, Camberwell

    Google Scholar 

Download references

Acknowledgements

The authors would like to thank the following for their help in producing the 360o videos: Fanny Klara Karolina Kullberg, Mai Homburg, and Christoffer Skov Olesen for their portrayal of the staff in the operating room; Helle Skovgaard and Lars Bo Svendsen for their help in precuring a location for the recording of the videos; and Absolute Zero© for their help in recording and processing the videos.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Joakim Grant Frederiksen.

Ethics declarations

Disclosures

Joakim Grant Frederiksen, Stine Maya Dreier Sørensen, Lars Konge, Morten Bo Søndergaard Svendsen, Morten Nobel-Jørgensen, Flemming Bjerrum, and Steven Arild Wuyts Andersen have no conflicts of interest or financial ties to disclose

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Frederiksen, J.G., Sørensen, S.M.D., Konge, L. et al. Cognitive load and performance in immersive virtual reality versus conventional virtual reality simulation training of laparoscopic surgery: a randomized trial. Surg Endosc 34, 1244–1252 (2020). https://doi.org/10.1007/s00464-019-06887-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00464-019-06887-8

Keywords

Navigation