Systematic review of measurement tools to assess surgeons' intraoperative cognitive workload

Using Data to Enhance Performance and Improve Quality and Safety in Surgery

(2017) Mitchell G. Goldenberg et al.   JAMA Surgery

Effects of mental workload on physiological and subjective responses during traffic density monitoring: A field study

(2016) Majid Fallahi et al.   APPLIED ERGONOMICS

Technical mentorship during robot-assisted surgery: a cognitive analysis

(2016) Ahmed A. Hussein et al.   BJU INTERNATIONAL

Cognitive Load in Mastoidectomy Skills Training: Virtual Reality Simulation and Traditional Dissection Compared

(2016) Steven Arild Wuyts Andersen et al.   Journal of Surgical Education

The Loud Surgeon Behind the Console: Understanding Team Activities During Robot-Assisted Surgery

(2016) Judith Tiferes et al.   Journal of Surgical Education

Stress among surgical attending physicians and trainees

(2016) Bellal Joseph et al.   Journal of Trauma and Acute Care Surgery

Impact of seductive details on the acquisition and transfer of laparoscopic suturing skills: Emotionally interesting or cognitively taxing?

(2016) Aimee K. Gardner et al.   SURGERY

Laser visual guidance versus two-dimensional vision in laparoscopy: a randomized trial

(2016) Stine Maya Dreier Sørensen et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Intraoperative workload in robotic surgery assessed by wearable motion tracking sensors and questionnaires

(2016) Denny Yu et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Gaze entropy reflects surgical task load

(2016) Leandro L. Di Stasi et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Quantifying Intraoperative Workloads Across the Surgical Team Roles: Room for Better Balance?

(2016) Denny Yu et al.   WORLD JOURNAL OF SURGERY

Stress among surgical attending physicians and trainees

(2016) Bellal Joseph et al.   Journal of Trauma and Acute Care Surgery

Retention of Mastoidectomy Skills After Virtual Reality Simulation Training

(2016) Steven Arild Wuyts Andersen et al.   JAMA Otolaryngology-Head & Neck Surgery

The Future of General Surgery Residency Education

(2016) Mary E. Klingensmith   JAMA Surgery

Validity of Cognitive Load Measures in Simulation-Based Training

(2015) Laura M. Naismith et al.   ACADEMIC MEDICINE

Impacto de la visión 3D sobre la carga mental y el rendimiento laparoscópico en individuos sin experiencia

(2015) E. Gómez-Gómez et al.   Actas Urologicas Espanolas

Measuring cognitive load during simulation-based psychomotor skills training: sensitivity of secondary-task performance and subjective ratings

(2015) Faizal A. Haji et al.   ADVANCES IN HEALTH SCIENCES EDUCATION

The Impact of Operating Room Distractions on Stress, Workload, and Teamwork

(2015) Ana Wheelock et al.   ANNALS OF SURGERY

Notes From the Field

(2015) Sebastian R. Rasmussen et al.   EVALUATION & THE HEALTH PROFESSIONS

The impact of expert visual guidance on trainee visual search strategy, visual attention and motor skills

(2015) Daniel R. Leff et al.   Frontiers in Human Neuroscience

Vertebroplasty Performance on Simulator for 19 Surgeons Using Hierarchical Task Analysis

(2015) Patrick Wucherer et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Comparison of Postural Ergonomics Between Laparoscopic and Robotic Sacrocolpopexy: A Pilot Study

(2015) Megan E. Tarr et al.   Journal of Minimally Invasive Gynecology

Cognitive load in distributed and massed practice in virtual reality mastoidectomy simulation

(2015) Steven Arild Wuyts Andersen et al.   LARYNGOSCOPE

Limitations of subjective cognitive load measures in simulation-based procedural training

(2015) Laura M Naismith et al.   MEDICAL EDUCATION

Measuring cognitive load: performance, mental effort and simulation task complexity

(2015) Faizal A Haji et al.   MEDICAL EDUCATION

Validation of the NASA-TLX Score in Ongoing Assessment of Mental Workload During a Laparoscopic Learning Curve in Bariatric Surgery

(2015) Juan Francisco Ruiz-Rabelo et al.   OBESITY SURGERY

The impact of heat stress on operative performance and cognitive function during simulated laparoscopic operative tasks

(2015) Regan J. Berg et al.   SURGERY

Intracorporeal suturing: Transfer from Fundamentals of Laparoscopic Surgery to cadavers results in substantial increase in mental workload

(2015) Rebecca C. Britt et al.   SURGERY

Training improves laparoscopic tasks performance and decreases operator workload

(2015) Jesse S. L. Hu et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Intra-operative disruptions, surgeon’s mental workload, and technical performance in a full-scale simulated procedure

(2015) Matthias Weigl et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Understanding Cognitive Performance During Robot-Assisted Surgery

(2015) Khurshid A. Guru et al.   UROLOGY

Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation

(2015) L. Shamseer et al.   BMJ-British Medical Journal

Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation

(2015) L. Shamseer et al.   BMJ-British Medical Journal

Augmented-reality-based skills training for robot-assisted urethrovesical anastomosis: a multi-institutional randomised controlled trial

(2014) Ashirwad Chowriappa et al.   BJU INTERNATIONAL

Cognitive skills assessment during robot-assisted surgery: separating the wheat from the chaff

(2014) Khurshid A. Guru et al.   BJU INTERNATIONAL

Systematic review of methodological quality of individual performance measurement in surgery

(2014) M. Maruthappu et al.   BRITISH JOURNAL OF SURGERY

Relax, It's Just Laparoscopy! A Prospective Randomized Trial on Heart Rate Variability of the Surgeon in Robot-Assisted versus Conventional Laparoscopic Cholecystectomy

(2014) Jeroen Heemskerk et al.   DIGESTIVE SURGERY

Mental distress and effort to engage an image-guided navigation system in the surgical training of endoscopic sinus surgery: a prospective, randomised clinical trial

(2014) M. N. Theodoraki et al.   EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY

Specific stressors in endonasal skull base surgery with and without navigation

(2014) K. Stelter et al.   EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY

Performance Measurement in Surgery Through the National Quality Forum

(2014) Joseph A. Hyder et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Cognitive Load Theory: Implications for medical education: AMEE Guide No. 86

(2014) John Q. Young et al.   MEDICAL TEACHER

Immersive training: breaking the bubble and measuring the heat

(2014) Jon R. Pluyter et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Ergon-trial: ergonomic evaluation of single-port access versus three-port access video-assisted thoracic surgery

(2014) Luca Bertolaccini et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Psychophysical workload in the operating room: primary surgeon versus assistant

(2014) Annika Rieger et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Comparative evaluation of HD 2D/3D laparoscopic monitors and benchmarking to a theoretically ideal 3D pseudodisplay: even well-experienced laparoscopists perform better with 3D

(2014) D. Wilhelm et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

The impact of intra-operative interruptions on surgeons’ perceived workload: an observational study in elective general and orthopedic surgery

(2014) Matthias Weigl et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Physical and Mental Workload in Single-Incision Laparoscopic Surgery and Conventional Laparoscopy

(2014) Dilek Koca et al.   Surgical Innovation

Mastering Instruments Before Operating on a Patient

(2014) Bin Zheng et al.   Surgical Innovation

Improvement of design of a surgical interface using an eye tracking device

(2014) Duygun Erol Barkana et al.   Theoretical Biology and Medical Modelling

The Emotional and Cognitive Impact of Unexpected Simulated Patient Death

(2013) Kristin Fraser et al.   CHEST

Psychomotor skills and cognitive load training on a virtual reality laparoscopic simulator for tubal surgery is effective

(2013) Rasiah Bharathan et al.   European Journal of Obstetrics & Gynecology and Reproductive Biology

Heart rate and heart rate variability as indirect markers of surgeons’ intraoperative stress

(2013) Annika Rieger et al.   INTERNATIONAL ARCHIVES OF OCCUPATIONAL AND ENVIRONMENTAL HEALTH

Comparison of a novel real-time SonixGPS needle-tracking ultrasound technique with traditional ultrasound for vascular access in a phantom gel model

(2013) Daniel S. Kopac et al.   JOURNAL OF VASCULAR SURGERY

Augmented real-time navigation with critical structure proximity alerts for endoscopic skull base surgery

(2013) Benjamin J. Dixon et al.   LARYNGOSCOPE

Comparative assessment of physical and cognitive ergonomics associated with robotic and traditional laparoscopic surgeries

(2013) Gyusung I. Lee et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Mental Workload and Stress Perceived by Novice Operators in the Laparoscopic and Robotic Minimally Invasive Surgical Interfaces

(2012) Martina I. Klein et al.   JOURNAL OF ENDOUROLOGY

Evaluating Mental Workload of Two-Dimensional and Three-Dimensional Visualization for Anatomical Structure Localization

(2012) Jung-Leng Foo et al.   Journal of Laparoendoscopic & Advanced Surgical Techniques

A Prospective Study of Heart Rate Variability in Endocrine Surgery: Surgical Training Increases Consultant's Mental Strain

(2012) Ruth S. Prichard et al.   Journal of Surgical Education

Workload assessment of surgeons: correlation between NASA TLX and blinks

(2012) Bin Zheng et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Where are we with transparency over performance of doctors and institutions?

(2012) A. Tavare   BMJ-British Medical Journal

The effect of augmented real-time image guidance on task workload during endoscopic sinus surgery

(2012) Benjamin J. Dixon et al.   International Forum of Allergy & Rhinology

Surgeon's vigilance in the operating room

(2011) Bin Zheng et al.   AMERICAN JOURNAL OF SURGERY

Sleep deprivation increases cognitive workload during simulated surgical tasks

(2011) Jonathan M. Tomasko et al.   AMERICAN JOURNAL OF SURGERY

Augmented image guidance improves skull base navigation and reduces task workload in trainees: A preclinical trial

(2011) Benjamin J. Dixon et al.   LARYNGOSCOPE

Teaching operating room conflict management to surgeons: clarifying the optimal approach

(2011) David Rogers et al.   MEDICAL EDUCATION

Higher Mental Workload is Associated With Poorer Laparoscopic Performance as Measured by the NASA-TLX Tool

(2011) Yuliya Y. Yurko et al.   Simulation in Healthcare-Journal of the Society for Simulation in Healthcare

Quantifying mental workloads of surgeons performing natural orifice transluminal endoscopic surgery (NOTES) procedures

(2011) Bin Zheng et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Laparoscopic cholecystectomy poses physical injury risk to surgeons: analysis of hand technique and standing position

(2011) Yassar Youssef et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Development and Validation of a Surgical Workload Measure: The Surgery Task Load Index (SURG-TLX)

(2011) Mark R. Wilson et al.   WORLD JOURNAL OF SURGERY

Transfer of training in the development of intracorporeal suturing skill in medical student novices: a prospective randomized trial

(2010) Claude Muresan et al.   AMERICAN JOURNAL OF SURGERY

Eye Metrics as an Objective Assessment of Surgical Skill

(2010) Lee Richstone et al.   ANNALS OF SURGERY

Hands-free administration of subjective workload scales: Acceptability in a surgical training environment

(2010) C. Melody Carswell et al.   APPLIED ERGONOMICS

A Triangulating Operating Platform Enhances Bimanual Performance and Reduces Surgical Workload in Single-Incision Laparoscopy

(2010) Erwin Rieder et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Is the “sterile cockpit” concept applicable to cardiovascular surgery critical intervals or critical events? The impact of protocol-driven communication during cardiopulmonary bypass

(2010) Rishi K. Wadhera et al.   JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY

Clinical Work Intensity Among Physician Specialties: How Might We Assess It?

(2010) Ronnie D. Horner et al.   MEDICAL CARE

Technical skill training improves the ability to learn

(2010) Allison M. Kurahashi et al.   SURGERY

Validation of a Novel Virtual Reality Robotic Simulator

(2009) Amanjot S. Sethi et al.   JOURNAL OF ENDOUROLOGY

Cognitive load theory in health professional education: design principles and strategies

(2009) Jeroen J G Van Merriënboer et al.   MEDICAL EDUCATION

Measuring mental workload during the performance of advanced laparoscopic tasks

(2009) Bin Zheng et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Robotic assistance improves intracorporeal suturing performance and safety in the operating room while decreasing operator workload

(2009) Dimitrios Stefanidis et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Intraoperative heart rate variability of a cardiac surgeon himself in coronary artery bypass grafting surgery

(2009) M.-H. Song et al.   Interactive Cardiovascular and Thoracic Surgery

Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support

(2008) Paul A. Harris et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Claude Bernard and the heart–brain connection: Further elaboration of a model of neurovisceral integration

(2008) Julian F. Thayer et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Changes in prefrontal cortical behaviour depend upon familiarity on a bimanual co-ordination task: An fNIRS study☆

(2007) Daniel Richard Leff et al.   NEUROIMAGE