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  3. Leveraging Smart Pump Event Log Data To Understand Medication Events: An Informaticist's Guide.
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  3. Leveraging Smart Pump Event Log Data To Understand Medication Events: An Informaticist's Guide.

Related Experiment Video

Improving IV Insulin Administration in a Community Hospital
12:08

Improving IV Insulin Administration in a Community Hospital

Published on: June 11, 2012

Leveraging Smart Pump Event Log Data to Understand Medication Events: An Informaticist's Guide.

Damian Vazquez1, Kate R Oppegaard2,3,4

  • 1Division of Inpatient and Emergency Services.

Computers, Informatics, Nursing : CIN
|June 17, 2026

View abstract on PubMed

Summary
This summary is machine-generated.

This study presents a method to transform intravenous smart pump event logs into a usable format, enhancing medication safety. Applying a high-reliability organization approach improves patient safety through accessible data.

Keywords:
Data miningEvent logHigh reliability organizationsNursing informaticsSafety

Related Experiment Videos

Improving IV Insulin Administration in a Community Hospital
12:08

Improving IV Insulin Administration in a Community Hospital

Published on: June 11, 2012

Area of Science:

  • Healthcare Quality Improvement
  • Patient Safety Research
  • Health Informatics

Background:

  • High-reliability organizations (HROs) apply principles to enhance safety in complex, high-risk settings.
  • Medication safety, particularly intravenous administration, is a critical area within healthcare requiring robust error mitigation strategies.
  • Intravenous smart pumps generate event logs that contain valuable patient safety data but are often unusable in their raw format.

Purpose of the Study:

  • To describe a specific, methodological process for transforming intravenous smart pump event log data into a user-friendly format.
  • To provide a guide for healthcare professionals to leverage event log data for improved patient safety.
  • To foster innovation in patient safety by utilizing objective data from the point of care.

Main Methods:

  • The study outlines a two-phase process for data transformation.
  • Programming code is provided in supplementary files to facilitate the transformation of event log data.
  • The methodology focuses on making raw smart pump data accessible and interpretable.

Main Results:

  • A user-friendly format for intravenous smart pump event log data can be achieved through the described process.
  • The transformed data provides objective insights directly from the point of care.
  • Examples of data utilization are provided to demonstrate practical applications.

Conclusions:

  • The developed process enables the effective use of intravenous smart pump event logs for enhancing medication safety.
  • This methodological guide supports the application of a high-reliability organization mindset in healthcare settings.
  • Making event log data accessible can drive innovations in patient safety and quality improvement.