Evaluation of Second- and Third-Level Variance Proportions in Multilevel Designs With Completely Observed Populations: A Note on a Latent Variable Modeling Procedure

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

Abstract

Two- and three-level designs in educational and psychological research can involve entire populations of Level-3 and possibly Level-2 units, such as schools and educational districts nested within a given state, or neighborhoods and counties in a state. Such a design is of increasing relevance in empirical research owing to the growing popularity of large-scale studies in these and cognate disciplines. The present note discusses a readily applicable procedure for point-and-interval estimation of the proportions of second- and third-level variances in such multilevel settings, which may also be employed in model choice considerations regarding ensuing analyses for response variables of interest. The method is developed within the framework of the latent variable modeling methodology, is readily utilized with widely used software, and is illustrated with an example.

Details

OriginalspracheEnglisch
Seiten (von - bis)568-579
Seitenumfang12
FachzeitschriftEducational and psychological measurement : EPM ; a bimonthly journal devoted to the development and application of measures of individual differences
Jahrgang82
Ausgabenummer3
Frühes Online-DatumApr. 2021
PublikationsstatusVeröffentlicht - Juni 2022
Peer-Review-StatusJa

Externe IDs

PubMed 35444342
Scopus 85104760103
ORCID /0000-0003-1106-474X/work/151436748

Schlagworte

Schlagwörter

  • Exhaustive population study, Interval estimation, Multilevel analysis, Proportion second-level variance, Proportion third-level variance, Three-level design, Two-level design, multilevel analysis, two-level design, proportion third-level variance, three-level design, interval estimation, exhaustive population study, proportion second-level variance

Bibliotheksschlagworte