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Simulation of difficult airway management for residents: prospective comparative study First results of this study were presented at the 2016 annual meeting of the French Society of Anesthesiology and Critical Care Medicine (SFAR), Paris, September 2016.

Abstract

Background and objectives

Procedural simulation training for difficult airway management offers acquisition opportunities. The hypothesis was that 3 hours of procedural simulation training for difficult airway management improves: acquisition, behavior, and patient outcomes as reported 6 months later.

Methods

This prospective comparative study took place in two medical universities. Second-year residents of anesthesiology and intensive care from one region participated in 3 h procedural simulation (intervention group). No intervention was scheduled for their peers from the other region (control). Prior to simulation and 6 months later, residents filled-out the same self-assessment form collecting experience with different devices. The control group filled-out the same forms simultaneously. The primary endpoint was the frequency of use of each difficult airway management device within groups at 6 months. Secondary endpoints included modifications of knowledge, skills, and patient outcomes with each device at 6 months. Intervention cost assessment was provided.

Results

44 residents were included in the intervention group and 16 in the control group. No significant difference was observed for the primary endpoint. In the intervention group, improvement of knowledge and skills was observed at 6 months for each device, and improvement of patient outcomes was observed with the use of malleable intubation stylet and Eschmann introducer. No such improvement was observed in the control group. Estimated intervention cost was 406€ per resident.

Conclusions

A 3 h procedural simulation training for difficult airway management did not improve the frequency of use of devices at 6 months by residents. However, other positive effects suggest exploring the best ratio of time/acquisition efficiency with difficult airway management simulation.

ClinicalTrials.gov Identifier

NCT02470195.

Keywords
Airway management; Education; Learning acquisition; Procedural simulation

Resumo

Justificativa e objetivos

O treinamento em simulação para o manejo de via aérea difícil oferece oportunidades de aprendizagem. A hipótese foi que um treinamento em simulação de procedimentos de três horas, para o manejo de via aérea difícil, melhoraria o aprendizado, o comportamento e os resultados dos pacientes, conforme relatado seis meses após o treinamento.

Métodos

Este estudo comparativo prospectivo foi realizado em duas universidades médicas. Residentes do segundo ano de anestesiologia e terapia intensiva de uma região participaram de um curso de três horas em simulação de procedimentos (grupo intervenção). Nenhuma intervenção foi programada para seus pares da outra região (grupo controle). Antes da simulação e seis meses após, os residentes preencheram a mesma ficha de autoavaliação sobre sua experiência com diferentes dispositivos. O grupo controle preencheu os mesmos formulários simultaneamente. O desfecho primário foi a frequência de uso de cada dispositivo para o manejo de via aérea difícil dentro dos grupos aos seis meses. Os pontos de corte secundários incluíram modificações em relação ao conhecimento, às habilidades e aos resultados dos pacientes com cada dispositivo aos seis meses. A avaliação do custo da intervenção foi registrada.

Resultados

Foram incluídos no grupo intervenção 44 residentes e 16 no grupo controle. Nenhuma diferença significativa foi observada para o ponto de corte primário. No grupo intervenção, a melhoria do conhecimento e das habilidades foi observada aos seis meses para cada dispositivo e a melhoria dos desfechos dos pacientes foi analisada com o uso de estilete maleável e do introdutor de Eschmann para intubação. Nenhuma melhoria foi observada no grupo controle. O custo da intervenção estimado foi de 406€ por residente.

Conclusões

Um treinamento simulado de três horas para o manejo de via aérea difícil não melhorou a frequência do uso de dispositivos pelos residentes aos seis meses. No entanto, outros efeitos positivos sugerem a exploração da melhor relação tempo/eficiência de aquisição de conhecimento com a simulação do manejo de via aérea difícil.

ClinicalTrials.gov Identifier

NCT02470195.

Palavras-chave
Manejo de vias aéreas; Educação; Aquisição de aprendizagem; Simulação processual

Introduction

Unanticipated Difficult Airway Management (DAM) may be a stressful challenge with life-threatening risks for the patient. Residents in anesthesiology and intensive care are expected to master the technical skills required for DAM as much as decision making ability.11 Myatra SN, Kalkundre RS, Divatia JV. Optimizing education in difficult airway management: meeting the challenge. Curr Opin Anaesthesiol. 2017;30:748-54. However, this event occurrence is rare, limiting real-life daily practice exposition to this situation and therefore limiting experience.22 Cook TM, Woodall N, Frerk C. Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society Part 1: anaesthesia. Br J Anaesth. 2011;106:617-31. In the context of rare but critical events, simulation is of particular value, providing practical learning of both technical and non-technical skills. This is underlined by the global trend toward simulation in the educational curriculum of anesthesiology and intensive care residents.33 Lorello GR, Cook DA, Johnson RL, et al. Simulation-based training in anaesthesiology: a systematic review and meta-analysis. Br J Anaesth. 2014;112:231-45.,44 Shelton CL, Smith AF. III. In pursuit of excellence in anaesthesia. Br J Anaesth. 2013;110:4-6. DAM simulation-based learning has been reported to improve knowledge acquisition, professional behavior and patient-related outcomes with durations of training ranging from one day to one year.55 Johnson KB, Syroid ND, Drews FA, et al. Part Task and variable priority training in first-year anesthesia resident education: a combined didactic and simulation-based approach to improve management of adverse airway and respiratory events. Anesthesiology. 2008;108:831-40.,66 Kennedy CC, Cannon EK, Warner DO, et al. Advanced airway management simulation training in medical education: a systematic review and meta-analysis. Crit Care Med. 2014;42:169-78. However, despite benefits transposed to patients,77 Cox T, Seymour N, Stefanidis D. Moving the needle: simulation's impact on patient outcomes. Surg Clin North Am. 2015;95:827-38. simulation-based education programs are time and resource consuming. Optimizing education in DAM is a challenge requesting more exploration for specific efficient training methods.11 Myatra SN, Kalkundre RS, Divatia JV. Optimizing education in difficult airway management: meeting the challenge. Curr Opin Anaesthesiol. 2017;30:748-54.,88 Sun Y, Pan C, Li T, et al. Airway management education: simulation based training versus non-simulation based training - a systematic review and meta-analyses. BMC Anesthesiol. 2017;17:17. The objective of the present study was therefore to investigate whether a 3 h procedural simulation training for DAM would be associated with effects on knowledge acquisition, behavior, and patient outcomes as reported by participants 6 months later.

Methods

Design

The study protocol was registered on clinicaltrial.gov (Protocol ID: NCT02470195) and obtained the approval from Hospices Civils de Lyon institutional ethics committee. This prospective and comparative study with concurrent controls in two parallel arms was conducted among residents of two distinct French medical interregional universities. The intervention took place at the Lyon teaching center for simulation in healthcare (Centre Lyonnais d’Enseignement par Simulation en Santé, CLESS, Claude Bernard Lyon 1 University) that included residents from Auvergne-Rhône-Alpes Universities while the control group included residents from Montpellier-Nîmes Universities. Enrolled residents gave their individual consent after receiving general information about the study. This study followed the recommendations of the International Committee of Medical Journal Editors (ICMJE).

Population and setting

All second year anesthesiology and intensive care residents from the mentioned universities were included during the 2015-2016 academic year. No exclusion criterion was applied. Each resident of the intervention group participated in a 3 h procedural simulation session on DAM. Residents of the control group had no specific intervention planned during the study period. All residents worked in their respective hospitals under seniors’ responsibility.

Intervention: simulation session

The total training time was scheduled for a 3 h in total for the procedural simulation session at the CLESS for each resident included in the intervention group. It started with a standardized 15 min computerized lecture provided by an instructor to all participants. This lecture was a reminder of the importance of the topic and the current existing national guidelines for DAM.99 Frerk C, Mitchell VS, McNarry AF, et al. Difficult Airway Society 2015 guidelines for management of unanticipated difficult intubation in adults. Br J Anaesth. 2015;115:827-48. Residents participated in three different workshops. Each workshop was supervised by one or two instructors. Instructors were local experts who had prepared the workshop before the session. Instructors explained and showed the practical use of each airway management device, sharing their experience and giving specific tips. Each resident was also encouraged to practice individually while listening to the instructors’ advice until they felt comfortable with the devices.

The first workshop was set up for ventilation and supraglottic devices for intubation. Intubation blades, malleable intubation stylet (Portex™, Smiths Medical ASD, Inc. Norwell, MA, USA), Eschmann introducer, Airtraq blade® (Prodol Meditec S.A., Vizcaya, Spain), video laryngoscope McGrath MAC® (Aircraft Medical Ltd., Scotland) and intubation laryngeal mask (LMA® Fastrach™, Teleflex Medical, Athlone, Ireland) were available. A mannequin head (Airway Management Trainer®, Laerdal Medical AS, Stavanger, Norway) was used for this workshop.

The second workshop was set up for fiberoptic intubation. Two disposable fiberscopes with the dedicated screen were available with accessories: intranasal, pharyngeal, supraglottic, intra-tracheal and/or laryngeal block with local anesthetics, intravenous sedation for awake anesthesia, nasopharyngeal canulae, lubricant and two mannequin heads (Airway Management Trainer®, Laerdal Medical AS).

The third workshop was set up for cricothyrotomy and tracheotomy. Surgical kit, scalpel, antiseptics, sterile drapes, fixation strings, filters, self-inflating bag, adult and pediatric sets for cricothyrotomy, and percutaneous and surgical set for tracheotomy were available. Three cricothyrotomy necks (Crico Trainer®, Laerdal Medical AS) were used for this workshop.

Evaluation

To assess the impact of the simulation program, the Kirkpatrick evaluation framework has been transposed to healthcare.1010 Kirkpatrick DL. Effective supervisory training and development, Part 2: in-house approaches and techniques. Personnel. 1985;62:52-6. This classification describes a traditional hierarchy of four levels (KL): participant reaction (KL1), knowledge acquisition (KL2), change of participant behavior (KL3) and results on patient outcomes (KL4).1111 Rouse DN. Employing Kirkpatrick's evaluation framework to determine the effectiveness of health information management courses and programs. Perspect Health Inf Manag. 2011;8:1c.

Initial evaluation survey form

Residents of the intervention group were asked to fill out an initial self-assessment paper survey form upon arrival at the simulation center (Appendix). Residents of the control group were asked to fill out the same initial survey form received by email. Questions explored the different KL assessment dimensions for each device presented during the DAM simulation and required binary and numerical answers on a scale from 0 to 10. Each resident in the intervention group were asked to fill-out a specific independent “satisfaction” form (i.e., KL1) on a 10 points Likert scales, at the end of the simulation. However, the survey form did not explore the KL1 dimension. Questions from the “ACQUISITION”, “USE”, and “RESULT” sections of the survey forms explored, respectively, the KL2, KL3, and KL4 dimensions.

Final evaluation survey form

Six months after the initial survey form, all residents were contacted by email to fill out the same self-assessment survey form. The timeline of the study protocol is provided in Fig. 1.

Figure 1
Protocol timeline. Residents of the intervention group participated in a procedural simulation session of 3 h in groups of 6 to 8 residents. Self-assessment forms were completed just before simulation formation and 6 months later.

Endpoints

The primary endpoint was the increase in the self-reported frequency of use of devices for DAM at 6 months as compared with prior use of the same devices within groups. The frequency was quoted by residents as a numerical value from 0 to 10 (0: never, the highest value being “as much as possible” i.e., a hundred per cent of situations of DAM”).

The secondary endpoints were the changes between initial and final survey forms for each device. Self-reported theoretical knowledge and practical skills (from 0 to 10), clinical use, difficulties using these devices, success or failure with their use, estimated positive and negative patient outcomes with the use reported from 0 to 10 (every time). Comparison between groups was not performed because the study design planned comparison of change within groups, which were composed of different populations of residents.

Economic cost of the simulation program

All costs for the simulation program of the intervention group are reported with the cost expected for the simulation. The two intubation fiberscope screens were offered by the manufacturer (Aview™, Ambu, Ballerup, Denmark), the video laryngoscope was borrowed from the hospital department of anesthesia, and all other devices and single use devices or expendables were out-of-date stock obtained free-of-charge from the hospital department of anesthesia. The costs associated with the latter materials were therefore not taken into account in the economic analysis. The costs for instructors were estimated according to current university salaries.

Statistical analysis

Categorical variables were expressed using absolute and relative frequencies and were compared using the χ 2 test, Fisher's exact test or McNemar test (for the primary endpoint), as appropriate. Continuous variables were described using median [25th-75th percentile] and compared using Mann-Whitney U or Wilcoxon tests as appropriate. All tests were two-tailed, and p < 0.05 was considered statistically significant. Statistical analysis was performed in a per protocol basis using MedCalc software version 9.6.4.0 (MedCalc, Mariakerke, Belgium).

Results

Study population

A total of 60 residents were included from February 2015 to December 2015; all completed the initial survey form. In the intervention group, all 44 residents were included, and 34 (77%) filled out the survey form at 6 months. In the control group, all 16 residents were included, and all (100%) filled out the survey form at 6 months. With the exception of gender (female sex: 48% in the intervention group vs. 13% in the control; p = 0.029), there was no significant difference in demographics and previous clinical or simulation experience (Table 1). In the intervention group, the satisfaction forms provided excellent mean scores: the mean score for responding to learner expectations of procedural simulation was 9 (SD = 1) and the mean score for the practical organization of the training was 9 (SD = 1).

Table 1
Demographic and experience at baseline (initial survey form) in groups. Values are expressed as number (proportion) or median (25th-75th).

Endpoints

“ACQUISITION” questions (exploring the KL2 dimension)

In the intervention group, there was a significant increase in both theoretical knowledge and practical skills between the initial and final survey forms for each airway management device individually. In the control group, there were significant increases in both theoretical knowledge and practical skills between initial and final survey forms only for malleable intubation stylet and Eschmann introducer, and in practical skills for cricothyrotomy (Tables 2 and 3).

Table 2
Comparisons within groups between initial and final survey for malleable intubation stylet, Eschmann introducer®, Airtraq blade® and video laryngoscope.
Table 3
Comparisons within groups between initial and final survey for intubation laryngeal mask, intubation fiberscope, cricothyrotomy and tracheotomy.

“USE” questions (exploring the KL3 dimension)

There was no significant difference in the frequency of use of any devices between initial and final survey forms in intervention and control groups (primary endpoint; Tables 2 and 3).

In the intervention group, there was a significant decrease in the proportion of residents reporting clinical use of the malleable intubation stylet and a decrease in the proportion reporting failure of use of the Eschmann introducer between initial and final survey forms. In the control group, there was a significant decrease in the proportion of residents reporting clinical use of Airtraq blade, intubation laryngeal mask, and tracheotomy between initial and final survey forms (Tables 2 and 3).

“RESULTS” questions (exploring the KL4 dimension)

In the intervention group, there was a significant increase in the frequency of positive outcomes related to the use of malleable intubation stylet and Eschmann introducer between initial and final survey forms. In the control group, there was no significant difference in the frequency of positive outcomes related to the use of any of the airway management devices between initial and final survey forms (Tables 2 and 3).

The significant changes at 6 months according to the different airway devices are summarized in Table 4.

Table 4
Statistically significant modifications within groups at 6 months of at least 1 question exploring Kirkpatrick level (KL) dimensions.

Cost of simulation program

The expected global cost for simulation program implementation was 17,892€ which represents approximately 406€ per resident (Table 5).

Table 5
Detailed financial plan of the procedural simulation for difficult airway management. Values are cost in Euros.

Discussion

A significant improvement at 6 months of theoretical knowledge and practical skill acquisition (i.e.; KL2 dimension) was observed in the intervention group for each device presented during the procedural simulation session. Except for the clinical use of the malleable intubation stylet, no significant decrease in any KL dimension for any device was found in the procedural simulation group. However, there was no significant difference in the frequency of use of any of the devices at 6 months within groups (primary endpoint). A decrease in clinical use (i.e., KL3 dimension) was reported in the control group at 6 months with less clinical use for Airtraq blade, intubation laryngeal mask, and tracheotomy. Finally, there was an improvement in estimated patient outcomes (i.e., KL4 dimension) related to the use of malleable intubation stylet and Eschmann introducer in the procedural simulation group, with no change in the control group for any of the devices.

Previous reports underlined the clinical value of procedural simulation programs to enhance knowledge acquisition for DAM.55 Johnson KB, Syroid ND, Drews FA, et al. Part Task and variable priority training in first-year anesthesia resident education: a combined didactic and simulation-based approach to improve management of adverse airway and respiratory events. Anesthesiology. 2008;108:831-40.,66 Kennedy CC, Cannon EK, Warner DO, et al. Advanced airway management simulation training in medical education: a systematic review and meta-analysis. Crit Care Med. 2014;42:169-78. However, a recent systematic review and meta-analyses of 17 studies found improvement with simulation based training for DAM in behavior performance but not in time-skill, written examination score or success rate of procedure on real patient.88 Sun Y, Pan C, Li T, et al. Airway management education: simulation based training versus non-simulation based training - a systematic review and meta-analyses. BMC Anesthesiol. 2017;17:17. Procedural simulation offers opportunities to experts and trainees to meet in a favorable learning environment. The small number of learners coached by experts providing device demonstrations, general information and corrective personal advices might have enhanced acquisitions at 6 months.1212 Wulf G, Shea C, Lewthwaite R. Motor skill learning and performance: a review of influential factors. Med Educ. 2010;44:75-84. This might partially explain why both theoretical knowledge and practical skills improved in the simulation group.1313 Marsland C, Larsen P, Segal R, et al. Proficient manipulation of fibreoptic bronchoscope to carina by novices on first clinical attempt after specialized bench practice. Br J Anaesth. 2010;104:375-81.,1414 You-Ten KE, Bould MD, Friedman Z, et al. Cricothyrotomy training increases adherence to the ASA difficult airway algorithm in a simulated crisis: a randomized controlled trial. Can J Anaesth. 2015;62:485-94. Conversely, real-life DAM experience may lead to anxiety which may affect the behavior of healthcare providers. Moreover, the scarcity of such situations could lead more experienced physicians to act during DAM rather than residents. The lost opportunity for acquisition from this real-life learning situation is further compounded by the usual absence of specific debriefing with residents. The differences related to KL3 and KL4 dimensions implicated devices that are usually involved early in the DAM strategy. On the contrary, one can suspect that the rare occurrence of tracheotomy, cricothyrotomy, intubation fiberscope, intubation with laryngeal mask in real patients might explain the lack of modification reported on KL3 and KL4 dimensions while reported modifications of KL2 dimension was constantly observed in the intervention group.

Several reports exploring low or high-fidelity simulation for DAM are associated with better skill retention.1515 Boet S, Borges BC, Naik VN, et al. Complex procedural skills are retained for a minimum of 1 yr after a single high-fidelity simulation training session. Br J Anaesth. 2011;107:533-9.,1616 Kuduvalli PM, Jervis A, Tighe SQ, et al. Unanticipated difficult airway management in anaesthetised patients: a prospective study of the effect of mannequin training on management strategies and skill retention. Anaesthesia. 2008;63:364-9. However, comparisons of efficacy between procedural and high-fidelity simulation are not univocal.1717 Chandra DB, Savoldelli GL, Joo HS, et al. Fiberoptic oral intubation: the effect of model fidelity on training for transfer to patient care. Anesthesiology. 2008;109:1007-13.,1818 Crabtree NA, Chandra DB, Weiss ID, et al. Fibreoptic airway training: correlation of simulator performance and clinical skill. Can J Anaesth. 2008;55:100-4. High-fidelity simulation for DAM explores the whole procedure including anticipation, team resource management and time-pressure management. Technical skills are correlated with non-technical skills so that experience of a mastered technical procedure will be associated with the enhancement of the overall non-technical skills of participants.1919 Riem N, Boet S, Bould MD, et al. Do technical skills correlate with non-technical skills in crisis resource management: a simulation study. Br J Anaesth. 2012;109:723-8. Therefore, technical performance acquisition is required to benefit from expensive high-fidelity simulation programs for DAM.

The costs associated with different simulation modalities vary greatly, inviting to a rational, structured and progressive educational simulation curriculum.2020 Isaranuwatchai W, Brydges R, Carnahan H, et al. Comparing the cost-effectiveness of simulation modalities: a case study of peripheral intravenous catheterization training. Adv Health Sci Educ Theory Pract. 2014;19:219-32.,2121 Maran NJ, Glavin RJ. Low- to high-fidelity simulation - a continuum of medical education? Med Educ. 2003;37(Suppl. 1):22-8. The information reported here might help to approach the global cost of such a simulation program which had apparently never been reported.

A limitation of this study is that intervention and control groups were included in two different universities with no shared educational program. While no specific teaching for DAM had been provided before or during the study period in the control group, differences observed at 6 months might have been influenced by local educational factors. Data were declarative and were not objective clinical observations. Moreover, the absence of randomization due to the different pedagogical programs and training planning constraints prevents comparing groups. Therefore, while these results highlight the enhancement of DAM acquisition by procedural simulation, no extrapolation should be made concerning patient benefit. The differences observed could not be extrapolated to the expertise that residents will acquire by the end of their 5 year residency. Further studies are needed to explore the remnant effect of early, late, or repeated procedural simulation sessions by the end of their curriculum. The study did not compare procedural simulation to a standardized theoretical teaching. Therefore, one cannot presume yet that a unique short procedural simulation alone for DAM learning is the best strategy to reach educational objectives for residents.2222 Cook DA, West CP. Perspective: reconsidering the focus on “outcomes research” in medical education: a cautionary note. Acad Med. 2013;88:162-7. At last, the total training time divided into three different workshops to practice with the large number of devices available might have influenced the results regarding the acquisition of knowledge, behavior change and outcomes related to the patients. More focused and specific device training for individual student centered-learning will probably helps to reach competency-based learning for DAM. Further studies are warranted to define the optimal strategy of procedural simulations included in a global educational process for the best cost-effectiveness ratio with a curriculum that ensures DAM acquisitions.2323 Cook DA, Bordage G, Schmidt HG. Description, justification and clarification: a framework for classifying the purposes of research in medical education. Med Educ. 2008;42:128-33.

Conclusions

No significant increase in the use of devices for DAM was reported at 6 months. However, residents who attended a 3 h procedural simulation session for DAM reported 6 months later an overall improvement for all devices in terms of theoretical knowledge and practical skills, and an increase in positive outcomes related to the use of malleable intubation stylet and the Eschmann introducer.

  • First results of this study were presented at the 2016 annual meeting of the French Society of Anesthesiology and Critical Care Medicine (SFAR), Paris, September 2016.

Acknowledgements

The authors thank anesthesia and intensive care residents from Auvergne-Rhône-Alpes and Montpellier-Nîmes for their participations. The authors thank instructors of the CLESS for their participation.

Appendix A Supplementary data

Supplementary data associated with this article can be found, in the online version, at doi: 10.1016/j.bjane.2019.03.004.

References

  • 1
    Myatra SN, Kalkundre RS, Divatia JV. Optimizing education in difficult airway management: meeting the challenge. Curr Opin Anaesthesiol. 2017;30:748-54.
  • 2
    Cook TM, Woodall N, Frerk C. Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society Part 1: anaesthesia. Br J Anaesth. 2011;106:617-31.
  • 3
    Lorello GR, Cook DA, Johnson RL, et al. Simulation-based training in anaesthesiology: a systematic review and meta-analysis. Br J Anaesth. 2014;112:231-45.
  • 4
    Shelton CL, Smith AF. III. In pursuit of excellence in anaesthesia. Br J Anaesth. 2013;110:4-6.
  • 5
    Johnson KB, Syroid ND, Drews FA, et al. Part Task and variable priority training in first-year anesthesia resident education: a combined didactic and simulation-based approach to improve management of adverse airway and respiratory events. Anesthesiology. 2008;108:831-40.
  • 6
    Kennedy CC, Cannon EK, Warner DO, et al. Advanced airway management simulation training in medical education: a systematic review and meta-analysis. Crit Care Med. 2014;42:169-78.
  • 7
    Cox T, Seymour N, Stefanidis D. Moving the needle: simulation's impact on patient outcomes. Surg Clin North Am. 2015;95:827-38.
  • 8
    Sun Y, Pan C, Li T, et al. Airway management education: simulation based training versus non-simulation based training - a systematic review and meta-analyses. BMC Anesthesiol. 2017;17:17.
  • 9
    Frerk C, Mitchell VS, McNarry AF, et al. Difficult Airway Society 2015 guidelines for management of unanticipated difficult intubation in adults. Br J Anaesth. 2015;115:827-48.
  • 10
    Kirkpatrick DL. Effective supervisory training and development, Part 2: in-house approaches and techniques. Personnel. 1985;62:52-6.
  • 11
    Rouse DN. Employing Kirkpatrick's evaluation framework to determine the effectiveness of health information management courses and programs. Perspect Health Inf Manag. 2011;8:1c.
  • 12
    Wulf G, Shea C, Lewthwaite R. Motor skill learning and performance: a review of influential factors. Med Educ. 2010;44:75-84.
  • 13
    Marsland C, Larsen P, Segal R, et al. Proficient manipulation of fibreoptic bronchoscope to carina by novices on first clinical attempt after specialized bench practice. Br J Anaesth. 2010;104:375-81.
  • 14
    You-Ten KE, Bould MD, Friedman Z, et al. Cricothyrotomy training increases adherence to the ASA difficult airway algorithm in a simulated crisis: a randomized controlled trial. Can J Anaesth. 2015;62:485-94.
  • 15
    Boet S, Borges BC, Naik VN, et al. Complex procedural skills are retained for a minimum of 1 yr after a single high-fidelity simulation training session. Br J Anaesth. 2011;107:533-9.
  • 16
    Kuduvalli PM, Jervis A, Tighe SQ, et al. Unanticipated difficult airway management in anaesthetised patients: a prospective study of the effect of mannequin training on management strategies and skill retention. Anaesthesia. 2008;63:364-9.
  • 17
    Chandra DB, Savoldelli GL, Joo HS, et al. Fiberoptic oral intubation: the effect of model fidelity on training for transfer to patient care. Anesthesiology. 2008;109:1007-13.
  • 18
    Crabtree NA, Chandra DB, Weiss ID, et al. Fibreoptic airway training: correlation of simulator performance and clinical skill. Can J Anaesth. 2008;55:100-4.
  • 19
    Riem N, Boet S, Bould MD, et al. Do technical skills correlate with non-technical skills in crisis resource management: a simulation study. Br J Anaesth. 2012;109:723-8.
  • 20
    Isaranuwatchai W, Brydges R, Carnahan H, et al. Comparing the cost-effectiveness of simulation modalities: a case study of peripheral intravenous catheterization training. Adv Health Sci Educ Theory Pract. 2014;19:219-32.
  • 21
    Maran NJ, Glavin RJ. Low- to high-fidelity simulation - a continuum of medical education? Med Educ. 2003;37(Suppl. 1):22-8.
  • 22
    Cook DA, West CP. Perspective: reconsidering the focus on “outcomes research” in medical education: a cautionary note. Acad Med. 2013;88:162-7.
  • 23
    Cook DA, Bordage G, Schmidt HG. Description, justification and clarification: a framework for classifying the purposes of research in medical education. Med Educ. 2008;42:128-33.

Publication Dates

  • Publication in this collection
    10 Oct 2019
  • Date of issue
    Jul-Aug 2019

History

  • Received
    21 Dec 2018
  • Accepted
    15 Feb 2019
Sociedade Brasileira de Anestesiologia R. Professor Alfredo Gomes, 36, 22251-080 Botafogo RJ Brasil, Tel: +55 21 2537-8100, Fax: +55 21 2537-8188 - Campinas - SP - Brazil
E-mail: bjan@sbahq.org