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Collecting, modeling, and visualizing network data from educators: A tutorial.

Jennifer Watling NealZachary P Neal
Published in: School psychology (Washington, D.C.) (2021)
Understanding educators' networks can inform the field of school psychology by offering insight into how the structure of social relationships supports the implementation of school-based programs. However, the difficulties of collecting and modeling network data remain barriers to using network methods in school psychology. To overcome these barriers, we provide a step-by-step tutorial for collecting, modeling, and visualizing network data from educators. We draw on an example from a study designed to understand advice networks among middle and high school educators involved in implementing a system-level intervention to prevent school dropout. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Keyphrases
  • high school
  • mental health
  • physical activity
  • electronic health record
  • big data
  • healthcare
  • randomized controlled trial
  • primary care
  • quality improvement
  • emergency department
  • machine learning
  • data analysis