Uploaded March 2022 | Updated September 2026, 2 weeks ago

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This video is designed to provide a demonstration of an application of multivariate multilevel modeling based on an example provided by Heck et al. (2014; routledge.com/Multilevel-and-Longitudinal-Modeling-with-IBM-SPSS/Heck-Thomas-Tabata/p/book/9780415817110). In this example, I provide a demonstration of multilevel analyses based on survey responses (which are treated as repeated measures within person), where person-level (i.e., Level 2) and organizational level (Level 3) predictors are included as predictors of constructs measured by those survey items.

Note: This video is not intended to be exhaustive and cover all aspects of multilevel modeling strategy nor does it address areas of controversy/debate within the multilevel modeling community.

Here are links to the data and Powerpoint files referenced in the video:
SPSS data in wide format: drive.google.com/file/d/1Ep9WGRCYWmjUKnOA9av1jpzs5cWovWgH

SPSS data in long format: drive.google.com/file/d/1rjfjU5de_pRV3h7XUbUhUpSCRoEYfcPV

Supplemental powerpoint: drive.google.com/file/d/1p7mrM_MUO-i3H0v1wzOlAsEjCXTDIS0o