• 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