Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Knowledge discovery in nursing minimum data set using data mining.

Myonghwa Park1, Jeong Sook Park, Chong Nam Kim

  • 1College of Nursing, Keimyung University 194 Dongsan-dong, Daegu, Korea. mhpark1@kmu.ac.kr

Taehan Kanho Hakhoe Chi
|July 11, 2006
PubMed
Summary

Data mining identified key factors influencing patient outcomes, including length of stay, pain relief, and mortality. This nursing knowledge discovery supports clinical decision-making.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Corrigendum to 'Concentration-dependent transfer and phytotoxicity of iodine and rhenium in lettuce (Lactuca sativa L.) with implications for nuclear waste risk assessment' [Environ. Pollut. 404 (2026) 128478].

Environmental pollution (Barking, Essex : 1987)·2026
Same author

Concentration-dependent transfer and phytotoxicity of iodine and rhenium in lettuce (Lactuca sativa L.) with implications for nuclear waste risk assessment.

Environmental pollution (Barking, Essex : 1987)·2026
Same author

Thermosensitive Hydrogel Enables Noninvasive Extracellular Vesicle Therapy for Atopic Dermatitis.

Biomaterials research·2026
Same author

New genotyping method for Escherichia coli using RSXC repeat polymorphism and gene-neighborhood architecture.

BMC genomics·2026
Same author

Effect of a Localized Oxygen-Releasing Hydrogel Sheet on Early-Stage Infarct Evolution in a Rat Photothrombotic Stroke Model: A Preliminary Study.

Gels (Basel, Switzerland)·2026
Same author

[The role of nurses in shared decision-making about caring for older adults with chronic disease: A qualitative descriptive study].

Journal of Korean gerontological nursing·2026

Area of Science:

  • Nursing Informatics
  • Data Mining
  • Clinical Decision Support

Background:

  • Nursing knowledge discovery is crucial for evidence-based practice.
  • Data mining offers advanced analytical capabilities for complex healthcare data.

Purpose of the Study:

  • To apply data mining tools for nursing knowledge discovery.
  • To identify the utility of data mining in clinical decision-making.

Main Methods:

  • A rough set model was used for data mining on a large clinical dataset.
  • 1,000 patient records from 1998 were analyzed, focusing on common nursing diagnoses.
  • Patient characteristics, nursing diagnoses, interventions, and outcomes were examined to derive decision rules.

Main Results:

Related Experiment Videos

  • Comorbidity, marital status, infection risk, infection protection interventions, and discharge status predicted length of stay.
  • Age, impaired skin integrity, pain, and discharge status predicted pain relief.
  • Age, pain, potential for infection, marital status, and primary disease predicted mortality.

Conclusions:

  • Data mining on standardized nursing data reveals nursing care's contribution to patient health.
  • Derived decision rules can inform clinical practice and improve patient outcomes.
  • This study highlights the value of data mining in advancing nursing science.