Skip to main content
Log in

Anesthesia Residents Preferentially Request Operating Room Case Assignments with Complex Cases

  • Education & Training
  • Published:
Journal of Medical Systems Aims and scope Submit manuscript

Abstract

Self-directed learning is associated with knowledge and performance improvements, increased identification and amelioration of knowledge gaps, and heightened critical appraisal of available evidence. We developed and implemented a decision support system that could support self-directed learning for anesthesia residents by soliciting resident input in case selection. We hypothesized that residents would utilize this system to request complex cases, and that more advanced residents would request more complex cases. Prospective, observational study involving 101 anesthesiology residents. We used a web-based interface, RHINOS [Residents Helping in Navigating Operating Room (OR) Scheduling], which allowed residents to share their rank-ordered preferences for OR assignment. Number of cases per OR, anesthesia base units, time units, and proportion of inpatient cases were used as proxies for case complexity. Data were analyzed using a mixed linear model. Residents requested rooms with fewer cases [F(3,22,350) = 194.0; p < 0.001], more base units [F(3,19,158) = 291.4; p < 0.001], more time units [F(3,19,744) = 186.4; p < 0.001], and a greater proportion of cases requiring inpatient preoperative evaluation [F(3,51,929) = 11.3; p < 0.001]. In most cases, these differences were greater for more advanced residents. As hypothesized, residents requested ORs with higher case complexity, and these cases more often required inpatient preoperative evaluation. More advanced residents exhibited a stronger preference for more educational cases than junior residents.

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
Fig. 5

Similar content being viewed by others

References

  1. Education ACoGM., Anesthesiology program requirements, 2008.

    Google Scholar 

  2. Wanderer, J.P., Charnin, J., Driscoll, W.D., Bailin, M.T., and Baker, K., Decision support using anesthesia information management system records and accreditation council for graduate medical education case logs for resident operating room assignments. Anesth. Analg. 117:494–499, 2013.

    Article  PubMed  Google Scholar 

  3. Vansteenkiste, M.Z.M., Lens, W., and Soenens, B., Experiences of autonomy and control among Chinese learners: Vitalizing or immobilizing? J. Educ. Psychol. 101:671–688, 2005.

    Article  Google Scholar 

  4. Grolnick, W.S., and Ryan, R.M., Autonomy in children's learning: An experimental and individual difference investigation. J. Pers. Soc. Psychol. 52:890–898, 1987.

    Article  CAS  PubMed  Google Scholar 

  5. Vansteenkiste, M., Simons, J., Lens, W., Soenens, B., and Matos, L., Examining the motivational impact of intrinsic versus extrinsic goal framing and autonomy-supportive versus internally controlling communication style on early adolescents' academic achievement. Child Dev. 76:483–501, 2005.

    Article  PubMed  Google Scholar 

  6. De Lorenzo, R., and Abbott, C., Effectiveness of an adult-learning, self-directed model compared with traditional lecture-based teaching methods in out-of-hospital training. Acad. Emerg. Med. 11:33–37, 2004.

    Article  PubMed  Google Scholar 

  7. Murad, M.H., Coto-Yglesias, F., Varkey, P., Prokop, L.J., and Murad, A.L., The effectiveness of self-directed learning in health professions education: A systematic review. Med. Educ. 44:1057–1068, 2010.

    Article  PubMed  Google Scholar 

  8. Giglioli, S., Boet, S., De Gaudio, A.R., Linden, M., Schaeffer, R., Bould, M.D., and Diemunsch, P., Self-directed deliberate practice with virtual fiberoptic intubation improves initial skills for anesthesia residents. Minerva. Anestesiol. 78:456–461, 2012.

    CAS  PubMed  Google Scholar 

  9. Vansteenkiste, M., Simons, J., Lens, W., Sheldon, K., and Deci, E.L., Motivating learning, performance, and persistence: The synergistic effects of intrinsic goal contents and autonomy-supportive contexts. J. Pers. Soc. Psychol. 87:246–260, 2004.

    Article  PubMed  Google Scholar 

  10. Vansteenkiste, M., Lens, W., and Deci, E.L., Intrinsic versus extrinsic goal contents in self-determination theory: Another look at the quality of academic motivation. Educ. Psychol. 41:19–31, 2006.

    Article  Google Scholar 

  11. Benita, M., Roth, G., and Deci, E. L., When are mastery goals more adaptive? It depends on experiences of autonomy support and autonomy. J. Educ. Psychol., 2013.

  12. Jang, H., J R, Deci EL: Engaging students in learning activities: It is not autonomy support or structure but autonomy support and structure. J. Educ. Psychol. 2010:588–600, 2010.

    Article  Google Scholar 

  13. Baker, K., Determining resident clinical performance: Getting beyond the noise. Anesthesiology. 115:862–878, 2011.

    Article  PubMed  Google Scholar 

  14. Ebert, T.J., and Fox, C.A., Competency-based education in anesthesiology: History and challenges. Anesthesiology. 120:24–31, 2014.

    Article  PubMed  Google Scholar 

  15. Deci, E.L., and Ryan, R.M., Self-determination theory: A macrotheory of human motivation, development, and health. Can. Psychol. 49:182–185, 2008.

    Article  Google Scholar 

  16. Li, S.T., Tancredi, D.J., Co, J.P., and West, D.C., Factors associated with successful self-directed learning using individualized learning plans during pediatric residency. Acad. Pediatr. 10:124–130, 2010.

    Article  PubMed  Google Scholar 

  17. Smith, S.J., Kakarala, R.R., Talluri, S.K., Sud, P., and Parboosingh, J., Internal medicine residents' acceptance of self-directed learning plans at the point of care. J. Grad. Med. Educ. 3:425–428, 2011.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Baldwin, C.D., Craig, M.S., Garfunkel, L.C., Harris, J.P., Shone, L.P., Biondi, E., Cellini, M.M., and Varade, W.S., Autonomy-supportive medical education: Let the force be within you! Acad. Med. 87:1468–1469, 2012.

    Article  PubMed  Google Scholar 

  19. Kusurkar, R., and ten Cate, O., AM last page: Education is not filling a bucket, but lighting a fire: Self-determination theory and motivation in medical students. Acad. Med. 88:904, 2013.

    Article  PubMed  Google Scholar 

  20. Ten Cate, T.J., Kusurkar, R.A., and Williams, G.C., How self-determination theory can assist our understanding of the teaching and learning processes in medical education. AMEE guide no. 59. Med. Teach. 33:961–973, 2011.

    Article  PubMed  Google Scholar 

  21. Ryan, R.M., and Deci, E.L., Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemp. Educ. Psychol. 25:54–67, 2000.

    Article  CAS  PubMed  Google Scholar 

  22. Soenens, B.V.M., Antecedents and outcomes of self-determination in 3 life domains: The role of parents' and teachers' autonomy support. J. Youth Adolesc. 34:589–604, 2005.

    Article  Google Scholar 

  23. Boggiano, A.K.F.C., Shields, A., Seelbach, A., and Barrett, M., Use of techniques promoting students' self-determination: Effects on students' analytic problem-solving skills. Motiv. Emot. 17:319–336, 1993.

    Article  Google Scholar 

  24. Black, A.E.D.E., The effects of instructors' autonomy support and students' autonomous motivation on learning organic chemistry. Sci. Educ. 84:740–756, 2000.

    Article  Google Scholar 

  25. Levesque, C.Z.A., Stanek, L.R., and Ryan, R.M., Autonomy and competence in German and American university students: A comparative study based on self-determination theory. J. Educ. Psychol. 96, 2004.

  26. Lyness, J.M., Lurie, S.J., Ward, D.S., Mooney, C.J., and Lambert, D.R., Engaging students and faculty: Implications of self-determination theory for teachers and leaders in academic medicine. BMC Med. Educ. 13:151, 2013.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Williams, G.C., and Deci, E.L., Internalization of biopsychosocial values by medical students: A test of self-determination theory. J. Pers. Soc. Psychol. 70:767–779, 1996.

    Article  CAS  PubMed  Google Scholar 

  28. Cerasoli, C.P., and Ford, M.T., Intrinsic motivation, performance, and the mediating role of mastery goal orientation: A test of self-determination theory. J. Psychol. 148:267–286, 2014.

    Article  PubMed  Google Scholar 

  29. Ames, C.A.J., Achievement goals in the classroom: Students' learning strategies and motivation processes. J. Educ. Psychol. 80:260–267, 1988.

    Article  Google Scholar 

  30. Lockman, J.L., and Schwartz, A.J., Learn it--memorize it! Better yet--open your smartphone and use the information. Anesthesiology. 120:1309–1310, 2014.

    Article  PubMed  Google Scholar 

  31. Was, A., and Wanderer, J., Matching clinicians to operative cases: A novel application of a patient acuity score. Appl. Clin. Inform. 4:445–453, 2013.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonathan P. Wanderer.

Ethics declarations

Funding

This work was supported by the Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA. Dr. Wanderer is funded by the Foundation for Anesthesia Education and Research (FAER) and the Anesthesia Quality Institute (AQI)‘s Mentored Research Training Grant-Health Services Research (MTRG-HSR).

Conflicts of Interest

None of the authors have any conflicts of interest with this submission within the past 36 months.

Additional information

This article is part of the Topical Collection on Education & Training

IRB Statement : The study protocol was reviewed and approved by the Partners Human Research Committee (HRC), Protocol #: 2012-P-000892/1.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kim, P.Y., Wanderer, J.P., Allbritton, D.W. et al. Anesthesia Residents Preferentially Request Operating Room Case Assignments with Complex Cases. J Med Syst 41, 64 (2017). https://doi.org/10.1007/s10916-017-0718-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10916-017-0718-3

Keywords

Navigation