Login / Signup

Patterns of Missing Data With Ecological Momentary Assessment Among People Who Use Drugs: Feasibility Study Using Pilot Study Data.

Kelly L MarkowskiJeffrey A SmithG Robin GauthierSela R Harcey
Published in: JMIR formative research (2021)
We suggest a three-pronged strategy to preempt missing EMA data with high-risk populations: first, provide additional resources for participants likely to experience phone charging problems (eg, people experiencing homelessness); second, ask questions when participants are not likely to experience competing demands (eg, morning); and third, incentivize continued compliance as the study progresses. Attending to these issues can help researchers ensure maximal data quality.
Keyphrases
  • electronic health record
  • big data
  • mental health
  • data analysis
  • machine learning
  • climate change
  • blood pressure
  • body composition