Surpassing Simple Aggregation: Advanced Strategies for Analyzing Contextual-Level Outcomes in Multilevel Models

Abstract: This article introduces two advanced analytical strategies for analyzing contextual-level outcomes in multilevel models: the multilevel SEM and the two-step approach. Since these strategies are seldom used in comparative survey research, we first discuss their methodological and statistical advantages over the more commonly applied approach of group mean aggregation. We then illustrate these advantages in an empirical analysis of the effect of citizens' support for democratic values at the individual level on a contextual-level outcome - the persistence of democracy - drawing on data from the World Values Survey and the Quality of Government project. Whereas we found no significant effect of support for democratic values in the model using simple group mean aggregation, citizens' support for democratic values was a significant predictor of democracies' estimated survival rate when applying latent aggregation in multilevel SEM and the two-step approach. The article corroborates prev

Angaben zum Objekt

• Standort: Deutsche Nationalbibliothek Frankfurt am Main
• Umfang: Online-Ressource
• Sprache: Englisch

Verweise und Beziehungen

• Erschienen in: Surpassing Simple Aggregation: Advanced Strategies for Analyzing Contextual-Level Outcomes in Multilevel Models ; volume:12 ; number:2 ; year:2018 ; pages:233-263 ; Veröffentlichungsversion ; begutachtet (peer reviewed) ; Methods, data, analyses ; 12, Heft 2 (2018), 233-263

Klassifikation und Themen

• Klassifikation: Sozialwissenschaften, Soziologie, Anthropologie ; Politik

Beteiligte, Orts- und Zeitangaben

• Urheber: Becker, Dominik ; Breustedt, Wiebke ; Zuber, Christina Isabel

Weitere Informationen

• DOI: 10.12758/mda.2017.05
• URN: urn:nbn:de:101:1-2019080113594097353060
• Rechteinformation: Open Access; Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
• Letzte Aktualisierung: 15.08.2025, 07:36 MESZ