A novel data science and network analysis approach to quantifying facilitators and barriers of low tidal volume ventilation in an international consortium of medical centers

Project: Research project

Project Details

Description

The goals of this study are 1) to conduct the definitive, systematic study of the facilitators of, and barriers to, LTVV adoption in an international consortium of medical centers, and 2) to advance implementation science by providing a model for how data science and network analysis can be applied to understand the adoption of a complex intervention. Northwestern University will be responsible for overall study data analysis, particularly data science and network analysis methods. Northwestern University will be responsible for the following specific activities:

• Identify and oversee Amaral Lab postdoctoral fellow
• Obtain and keep current IRB approval
• Develop data science and network analysis methodologies and apply to study data
• Prepare reports of analysis results, develop manuscripts
• Conduct quality control of collected data
• De-identify data and transfer to Principal Investigator
• Respond to Principal Investigator’s requests regarding unclear data, potentially including limited manual chart review audit
StatusActive
Effective start/end date9/9/185/31/23

Funding

  • NorthShore University HealthSystem Research Institute (EH17-325-S7//5R01HL140362-03)
  • National Heart, Lung, and Blood Institute (EH17-325-S7//5R01HL140362-03)

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