Dynamic and accretive composition of patient engagement instruments for personalized plan generation

Pei Yun S. Hsueh, Xinxin Zhu, Vincent Deng, Sreeram Ramarishnan, Marion Ball

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Patient engagement is important to help patients become more informed and active in managing their health. Effective patient engagement demands short, yet valid instruments for measuring self-efficacy in various care dimensions. However, the static instruments are often too lengthy to be effective for assessment purposes. Furthermore, these tests could neither account for the dynamicity of measurements over time, nor differentiate care dimensions that are more critical to certain sub-populations. To remedy these disadvantages, we devise a dynamic instrument composition approach that can model the measurement of patient self-efficacy over time and iteratively select critical care dimensions and appropriate assessment questions based on dynamic user categorization. The dynamically composed instruments are expected to guide patients through self-management reinforcement cycles within or across care dimensions, while tightly integrated into clinical workflow and standard care processes.

Original languageEnglish (US)
Title of host publicationNursing Informatics 2014
Subtitle of host publicationEast Meets West eSMART+ - Proceedings of the 12th International Congress on Nursing Informatics, NI 2014
PublisherIOS Press
Pages447-451
Number of pages5
ISBN (Print)9781614994145
DOIs
StatePublished - Jan 1 2014
Externally publishedYes
Event12th International Congress on Nursing Informatics: East Meets West eSMART+, NI 2014 - Taipei, Taiwan, Province of China
Duration: Jun 21 2014Jun 25 2014

Publication series

NameStudies in Health Technology and Informatics
Volume201
ISSN (Print)0926-9630
ISSN (Electronic)1879-8365

Other

Other12th International Congress on Nursing Informatics: East Meets West eSMART+, NI 2014
CountryTaiwan, Province of China
CityTaipei
Period6/21/146/25/14

Keywords

  • Patient engagement
  • dynamic assessment
  • patient education
  • personalized care
  • self-efficacy measurement

ASJC Scopus subject areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management

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  • Cite this

    Hsueh, P. Y. S., Zhu, X., Deng, V., Ramarishnan, S., & Ball, M. (2014). Dynamic and accretive composition of patient engagement instruments for personalized plan generation. In Nursing Informatics 2014: East Meets West eSMART+ - Proceedings of the 12th International Congress on Nursing Informatics, NI 2014 (pp. 447-451). (Studies in Health Technology and Informatics; Vol. 201). IOS Press. https://doi.org/10.3233/978-1-61499-415-2-447