Estimating the Reliability of Aggregated and Within-Person Centered Scores in Ecological Momentary Assessment

Po Hsien Huang, Li Jen Weng

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

A procedure for estimating the reliability of test scores in the context of ecological momentary assessment (EMA) was proposed to take into account the characteristics of EMA measures. Two commonly used test scores in EMA were considered: the aggregated score (AGGS) and the within-person centered score (WPCS). Conceptually, AGGS and WPCS represent the interindividual differences and the intraindividual differences, respectively. The reliability coefficients for AGGS and WPCS were derived using a multilevel factor model with a serial correlation structure framework. Point estimates and confidence intervals of these coefficients were obtained using Mx (Neale, Boker, Xie, & Maes, 2004). A simulation study showed that the proposed procedure performed well empirically. Diary data from Huang (2009), which recorded daily joy level of 110 undergraduate students for 8 days, was used to illustrate the applicability of the proposed method.

Original languageEnglish
Pages (from-to)421-441
Number of pages21
JournalMultivariate Behavioral Research
Volume47
Issue number3
DOIs
Publication statusPublished - 2012 Jun 1

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All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Experimental and Cognitive Psychology
  • Arts and Humanities (miscellaneous)

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