Grants and Contracts Details
Description
The need for accurate training has become even more
important with the development of new surgical technologie , many of which have transformed
methods of treatment for both the patient and the surgeon. D fficult-to-master technologies such
as the components of Minimally Invasive Surgery (MIS) hig~light the need for surgical
competence but do not inherently provide a solution for how
f
o define and measure it. The longterm
goal of this research is to build an integrated surgical te hnology environment designed for
the continuous monitoring of task performance, with a partic lar focus on the inclusion of
important but currently-overlooked cognitive measures ..
I
Obiective/Hvpothesis: Evaluation of surgical skill in MIS ~an be made more accurate,
objective, and general by considering cognitive and environ
~
ental factors such as mental
workload, stress, situation awareness, and level of comfort w'th complex tools. This research
will show that a comprehensive framework for measuring co nitive human factors in MIS
settings will provide an important, statistically significant setiof (largely overlooked, in this
domain) non-redundant metrics for evaluating performance ib the context of new technologies,
tasks, and learning methodologies. i
Study Desie:n: Software development efforts will produce t
~
e general-purpose Plug-and-Play
(PnP) framework and application-specific tools usable in tha framework. Well-defined
methodology will be incorporated in the development proces to insure required safety,
reliability and robustness attributes for the problem domain. The human studies used to adapt,
select, and validate the cognitive measures will be divided in
~
o four parts: an equivalence testing
phase followed by three validity studies. The equivalence st dy will ensure reliability of test
results after minor modifications, The subsequent validity te ts will assess construct validity (the
extent to which our measures of stress and workload dissoci te from measures of performance in
situations where, theoretically, they should); concurrent vah
f
ity (sensitivity to differences
among surgical conditions known to differ substantially in d'fficulty); and predictive power
(degree to which measures can predict more complicated ind' ces of surgical proficiency,
including adaptive aspects of performance on which student have not received explicit training),
iI
Relevance: The STITCH project will develop a specificatiop, design, and implementation of an
integrated surgical training and assessment framework and ~iII provide assessment results for
specific cognitive measures, including validity and predictiv~ studies. These results will be
useful for implementing improvements in training methods t~at seek to use valid cognitive
measures as part of the assessment strategy.
NO'fHING ON 'fIllS PAGE IS l'ROPRlET+RY INFORMATION
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2
Status | Finished |
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Effective start/end date | 9/25/06 → 8/15/11 |
Funding
- Army: $3,882,000.00
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