Multilevel structural equation models for longitudinal data where predictors are measured more frequently than outcomes: an application to the effects of stress on the cognitive function of nurses

Fiona Steele, Paul Clarke, George Leckie, Julia Louise Allan, Derek Johnston

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)
65 Downloads (Pure)
Original languageEnglish
Pages (from-to)263–283
Number of pages21
JournalJournal of the Royal Statistical Society. Series A, (Statistics in Society)
Issue number1
Early online date10 Mar 2016
Publication statusPublished - 1 Jan 2017

Bibliographical note

Funded by
Chief Scientist Office, Scotland. Grant Number: CZH/4/394
Economic and Social Research Council grant as part of the National Centre for Research Methods. Grant Number: RES-576-25-0032


  • Ecological momentary assessment
  • High frequency data
  • Intensive longitudinal data
  • Multilevel latent variable model
  • Occupational stress
  • Realtime assessment
  • Simultaneous equation model

Cite this