DocumentCode :
57327
Title :
Self-Help Training System for Nursing Students to Learn Patient Transfer Skills
Author :
Zhifeng Huang ; Nagata, Ayanori ; Kanai-Pak, Masako ; Maeda, Jukai ; Kitajima, Yasuko ; Nakamura, Mitsutoshi ; Aida, Kyoko ; Kuwahara, Noriaki ; Ogata, Takaaki ; Ota, Jun
Author_Institution :
Center for Eng. (RACE), Univ. of Tokyo, Kashiwa, Japan
Volume :
7
Issue :
4
fYear :
2014
fDate :
Oct.-Dec. 1 2014
Firstpage :
319
Lastpage :
332
Abstract :
This paper describes the construction and evaluation of a self-help skill training system for assisting student nurses in learning skills involving the transfer of patients from beds to wheelchairs. We have proposed a feedback method that is based on a checklist and video demonstrations. To help trainees efficiently check their performance and correct errors, the checklist was prepared with items specific to the performance of tasks related to individual body parts (e.g., the height of the waist). In this system, two Kinect RGB-D sensors were used for measuring the posture of the trainees and patients. An automatic skill evaluation method was used to designate the trainees´ performance against each evaluation item as correct or incorrect. Furthermore, the system´s operation interface was designed to enable self-operation by trainees. Control tests were performed to measure the training effectiveness of the system. The results of the tests on a control group (n = 5) that used only a textbook and demonstration video but did not receive feedback were compared with those of the experimental group (n = 5) that used the proposed system. The results of both subjective and objective evaluation demonstrated that the experimental group showed greater improvement in performing patient transfer than the control group (p <; 0:05).
Keywords :
biomedical education; computer based training; educational administrative data processing; image colour analysis; image sensors; medical computing; video signal processing; Kinect RGB-D sensors; automatic skill evaluation method; checklist; control tests; evaluation item; feedback method; nursing students; patient transfer skills learning; posture measurement; self-help skill training system construction; self-help skill training system evaluation; self-operation; student nurses; system operation interface; training effectiveness; video demonstration; Medical services; Motion segmentation; Patient monitoring; Sensor systems; Training; 3D/stereo scene analysis; Computer-assisted instruction; knowledge acquisition; self-assessment;
fLanguage :
English
Journal_Title :
Learning Technologies, IEEE Transactions on
Publisher :
ieee
ISSN :
1939-1382
Type :
jour
DOI :
10.1109/TLT.2014.2331252
Filename :
6837488
Link To Document :
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