Utilizing Acquired Healthcare Knowledge, Based on Using Electronic Health Records

  • Sara Nasiri
  • Mohammad Mehdi Sepehri
  • Marjan Khobreh
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7058)


In today’s healthcare systems; health records are the bases to exchange information and knowledge among healthcare professionals. Thus Electronic Health Record (EHR) is considered as one of the main elements of Knowledge Management (KM) in healthcare organizations. Despite all advantages of EHR, the vast amount of data, information and knowledge leads to difficulties for defining a practical-oriented framework. Thus simplification of the analysis, presentation and usage of information and knowledge acquired from EHR is significantly important. In this paper a new Dashboard-Oriented EHR Model (DOEM) is proposed for the KM in healthcare, based on using EHRs for gathering health records from health organizations and KM techniques for processing and analyzing the acquired data and information. DOEM is designed for customizing different healthcare stakeholders’ requirements, for effective transforming of data and information into actionable information (knowledge), and for efficient sharing of experiences and creativities of healthcare knowledge contributors.


Knowledge Management Electronic Health Record Knowledge Discovery Knowledge Sharing Dashboard 


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  1. 1.
    Hsia, T.L., Lin, L.M., Wu, J.H., Tsai, H.T.: A Framework for Designing a Nursing Knowledge Management Systems. Interdisciplinary Journal of Information, Knowledge and Management 1, 14–22 (2006)Google Scholar
  2. 2.
    Lin, B., Umoh, D.: E-healthcare: A vehicle of change. American Business Review 20(2), 27–32 (2002)Google Scholar
  3. 3.
    Bose, R.: Knowledge management-enabled health care management systems: Capabilities, infrastructure and decision-support. Expert Systems with Applications 24, 59–71 (2003)CrossRefGoogle Scholar
  4. 4.
    Duennebeil, S., Sunyaev, A., Leimeister, J.M., Krcmar H.: Strategies for Development and Adoption of EHR in German Ambulatory Care. In: Pervasive Computing Technologies for Healthcare (PervasiveHealth) (2010) Google Scholar
  5. 5.
    Montero, M.A., Prado, S.: Electronic Health Record as a Knowledge Management Tool in the Scope of Health. In: Riaño, D. (ed.) K4HelP 2008. LNCS, vol. 5626, pp. 152–166. Springer, Heidelberg (2009)CrossRefGoogle Scholar
  6. 6.
    World Health Organization: World Health Organization Knowledge Management Strategy. World Health Organization Geneva Switzerland. WHO/EPI/KMS/2005 1, 1–16 (2005)Google Scholar
  7. 7.
    Bakker, A.R.: The need to know the history of the use of digital patient data, in particular the EHR. International Journal of Medical Informatics 76(5-6), 438–441 (2007)CrossRefGoogle Scholar
  8. 8.
    Koppar, A.R., Sridhar, V.: A workflow solution for electronic health records to improve healthcare delivery efficiency in rural India. In: eTELEMED, pp. 227–232 (2009)Google Scholar
  9. 9.
    Arnold, S., et al.: Electronic Health Records: A Global Perspective. In: A Work Product of Healthcare Information and Management Systems Society (HIMSS) (2008)Google Scholar
  10. 10.
    Razzaque, A., Jalal-Karim, A.: Conceptual Healthcare Knowledge Management model for adaptability and interoperability of EHR. In; European, Mediterranean & Middle Eastern Conference on Information Systems (2010)Google Scholar
  11. 11.
    Garde, S., Knaup, P., Hovenga, E.J.S., Heard, S.: Towards Semantic Interoperability for Electronic Health Records: Domain Knowledge Governance for openEHR Archetypes. Methods of Information in Medicine 11(1), 74–82 (2006)Google Scholar
  12. 12.
    Hameed, S., Mustapha, S., Mardhiyah, A., Miho, V.: Electronic Medical Record for Effective Patient Monitoring Database. In: Proceeding of the International Conference on Computer and Communication Engineering (2008)Google Scholar
  13. 13.
    Ghahramani, N., Lendel, I., Haque, R., Sawruk, K.: User satisfaction with Computerized order Entry System and its Effect on Workplace Stress. Journal of Medical Systems 33, 199–205 (2009)CrossRefGoogle Scholar
  14. 14.
    King, W.R., Marks Jr., P.V., McCoy, S.: The most important issues in knowledge management (2002)Google Scholar
  15. 15.
    Kebede, G.: Knowledge Management: An information science perspective. International Journal of Information Management, 416–424 (2010)Google Scholar
  16. 16.
    Zins, C.: Conceptual approaches for defining data, information and knowledge. Journal of the American Society for Information Science and Technology 58(4), 479–493 (2007)CrossRefGoogle Scholar
  17. 17.
    Nonaka, I.: The knowledge creating company. Harvard Business Review 69(6), 96–104 (1991)Google Scholar
  18. 18.
    Alavi, M., Leidner, D.E.: Knowledge management and knowledge management systems: Conceptual foundations and research issues. MIS Quarterly 25(1), 107–136 (2001)CrossRefGoogle Scholar
  19. 19.
    Gover, V., Davenport, T.H.: General perspectives on knowledge management: Fostering a research agenda. Journal of Management Information Systems 18(1), 5–21 (2001)Google Scholar
  20. 20.
    Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P.: From Data Mining to Knowledge Discovery in Databases. AI Magazine 17(3), 37–54 (1996)Google Scholar
  21. 21.
    Chen, H., Chau, M.: Web Mining: Machine Learning for Web Applications. Annual Review of Information Science and Technology 38, 289–329 (2004)CrossRefGoogle Scholar
  22. 22.
    Kovalerchuk, B., Vityaev, E., Ruiz, J.F.: Consistent and Complete Data and ‘Expert’ Mining in Medicine. In: Cios, K.J. (ed.) Medical Data Mining and Knowledge Discovery. Physica-Verlag, New York (2001)Google Scholar
  23. 23.
    Chen, H.: Knowledge Management Systems: A Text Mining Perspective. The University of Arizona, Tucson (2001)Google Scholar
  24. 24.
    Hearst, M.A.: Untangling Text Data Mining. In: Proceedings of ACL 1999: The 37th Annual Meeting of the Association for Computational Linguistics, Maryland, pp. 20–26 (June 1999)Google Scholar
  25. 25.
    Khobreh, M., Ansari, F., Nasiri, S.: Knowledge Management Approach for Enhancing of Urban Health Equity. In: Proceedings of ECKM 2010, pp. 554—565 (2010)Google Scholar
  26. 26.
    Ansari, F., Holland A., Fathi, M.: Advanced Knowledge Management Concept for Sustainable Environment Integration. In: Proceeding of the 2009 8th IEEE international Conference on Cybernetic Intelligent Systems UK, September 9-10, pp. 1–7 (2009)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Sara Nasiri
    • 1
  • Mohammad Mehdi Sepehri
    • 1
  • Marjan Khobreh
    • 2
  1. 1.Department of Industrial EngineeringTarbiat Modares University (TMU)TehranIran
  2. 2.Institute of Knowledge Based Systems & Knowledge ManagementUniversity of SiegenIreland

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