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ERIC Number: EJ983364
Record Type: Journal
Publication Date: 2012
Pages: 20
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0027-3171
EISSN: N/A
Modeling Time-Dependent Association in Longitudinal Data: A Lag as Moderator Approach
Selig, James P.; Preacher, Kristopher J.; Little, Todd D.
Multivariate Behavioral Research, v47 n5 p697-716 2012
We describe a straightforward, yet novel, approach to examine time-dependent association between variables. The approach relies on a measurement-lag research design in conjunction with statistical interaction models. We base arguments in favor of this approach on the potential for better understanding the associations between variables by describing how the association changes with time. We introduce a number of different functional forms for describing these lag-moderated associations, each with a different substantive meaning. Finally, we use empirical data to demonstrate methods for exploring functional forms and model fitting based on this approach. (Contains 2 tables and 5 figures.)
Psychology Press. Available from: Taylor & Francis, Ltd. 325 Chestnut Street Suite 800, Philadelphia, PA 19106. Tel: 800-354-1420; Fax: 215-625-2940; Web site: http://www.tandf.co.uk/journals
Publication Type: Journal Articles; Reports - Descriptive
Education Level: Early Childhood Education; Preschool Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Assessments and Surveys: Home Observation for Measurement of Environment; Bayley Mental Development Index; Bayley Scales of Infant Development
Grant or Contract Numbers: N/A