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 journalArticle

5 Citations (Scopus)
58 Downloads (Pure)
Original languageEnglish
Pages (from-to)263–283
Number of pages21
JournalJournal of the Royal Statistical Society. Series A, (Statistics in Society)
Volume180
Issue number1
Early online date10 Mar 2016
DOIs
Publication statusPublished - 1 Jan 2017

Keywords

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

Cite this

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title = "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",
keywords = "Ecological momentary assessment, High frequency data, Intensive longitudinal data, Multilevel latent variable model, Occupational stress, Realtime assessment, Simultaneous equation model",
author = "Fiona Steele and Paul Clarke and George Leckie and Allan, {Julia Louise} and Derek Johnston",
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",
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AU - Clarke, Paul

AU - Leckie, George

AU - Allan, Julia Louise

AU - Johnston, Derek

N1 - 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

PY - 2017/1/1

Y1 - 2017/1/1

KW - Ecological momentary assessment

KW - High frequency data

KW - Intensive longitudinal data

KW - Multilevel latent variable model

KW - Occupational stress

KW - Realtime assessment

KW - Simultaneous equation model

U2 - 10.1111/rssa.12191

DO - 10.1111/rssa.12191

M3 - Article

VL - 180

SP - 263

EP - 283

JO - Journal of the Royal Statistical Society. Series A, (Statistics in Society)

JF - Journal of the Royal Statistical Society. Series A, (Statistics in Society)

SN - 0964-1998

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