Skip to main content

Analysis of Hospital Management Data using Generalized Linear Model

  • Chapter
Complex Medical Engineering
  • 1074 Accesses

Abstract

Rapid progress in information technology has come to enable us to store all the information in a hospital information system, including management data, patient records, discharge summary and laboratory data. Although the reuse of those data has not started, it has been expected that the stored data will contribute to analysis of hospital management. In this paper, the discharge summary of Chiba University Hospital, which has been stored since 1980’s were analyzed to characterize the university hospital. The results show several interesting results, which suggests that the reuse of stored data will give a powerful tool to support a long-period management of a university hospital.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Reference

  1. Institute of Medicine Committee on Improving the Patient Record (1997) The Computer-based Patient record: An Essential Technology for Health Care. National Academy Press, Washington DC.

    Google Scholar 

  2. Tsumoto S (2000) Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic. Inf. Sci, 124(1–4): 125–137.

    Article  Google Scholar 

  3. Tsumoto S (2001) Chapter G5: Data mining in medicine, In: Kloesgen W, Zytkow J, editors. Handbook of Data Mining and Knowledge Discovery, pp.798–807, Oxford University Press, Oxford.

    Google Scholar 

  4. Online ICD9/ICD9CM codes and Medical Dictionary. URL: http://icd9cm.chrisendres.com/

  5. Walters R (1997) M Programming: A Comprehensive Guide. Butter-worth-Heinemann, Woburn.

    Google Scholar 

  6. McCullagh P and Nelder JA (1990) Generalized Linear Models. 2nd ed., CRC Press, Boca Raton.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer

About this chapter

Cite this chapter

Tsumoto, Y., Tsumoto, S. (2007). Analysis of Hospital Management Data using Generalized Linear Model. In: Wu, J.L., Ito, K., Tobimatsu, S., Nishida, T., Fukuyama, H. (eds) Complex Medical Engineering. Springer, Tokyo. https://doi.org/10.1007/978-4-431-30962-8_16

Download citation

  • DOI: https://doi.org/10.1007/978-4-431-30962-8_16

  • Publisher Name: Springer, Tokyo

  • Print ISBN: 978-4-431-30961-1

  • Online ISBN: 978-4-431-30962-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics