The University of Melbourne
Browse
Mplus GCLM Workshop with videos, July 15-17.zip (992.38 MB)

General Cross-Lagged Panel Model (GCLM) in Mplus Workshop, July 15-17

Download (992.38 MB)
media
posted on 2019-07-17, 13:08 authored by MICHAEL ZYPHUR
This 3-day workshop introduces the General Cross-Lagged Panel Model (GCLM), proposed in a recent two-paper series at Organizational Research Methods -- see the first paper here (pdf here) and the second here (pdf here). The online supplemental materials are here, and here is a YouTube presentation briefly introducing the approach. The 3-day workshop materials include lecture videos, PowerPoint slides, Mplus files, and data associated with the papers. The workshop starts with an introduction to Mplus including regression, path analysis, and structural equation modeling (SEM) before proceeding to the GCLM. An Excel spreadsheet is included in the materials to automate Mplus input for the GCLM and related panel data models.

The two papers are as follows:

Zyphur, M. J., Allison, P. D., Tay, L., Voelkle, M. C., Preacher, K. J., Zhang, Z., Hamaker, E. L., Shamsollahi, A., Pierides, D. C., Koval, P., & Diener, E. (2019). From data to causes I: Building a general cross-lagged panel model (GCLM). Organizational Research Methods. https://doi.org/10.1177/1094428119847278

Zyphur, M. J., Voelkle, M. C., Tay, L., Allison, P. D., Preacher, K. J., Zhang, Z., Hamaker, E. L., Shamsollahi, A., Pierides, D. C., Koval, P., & Diener, E. (2019). From data to causes II: Comparing approaches to panel data analysis. Organizational Research Methods. https://doi.org/10.1177/1094428119847280

Funding

ARC Future Fellowship (FF140100629)

History

Usage metrics

    3250 - Management and Marketing

    Categories

    Keywords

    Panel datacross-lagged panel designcross-lagged panel modelscross-lagged panel analysescross-lagged effectsvector autoregressive modelpanel vector error correction modelVector autoregressive modelsMoving averageDynamic panel data modelDynamic panel Generalized Methoddynamic panelMPlusBusiness Information Management (incl. Records, Knowledge and Information Management, and Intelligence)Business Information SystemsBusiness and Management not elsewhere classifiedCommerce, Management, Tourism and Services not elsewhere classifiedEntrepreneurshipFinancial EconometricsHospitality ManagementHuman Resources ManagementIndustrial RelationsInnovation and Technology ManagementInternational BusinessLogistics and Supply Chain ManagementMarketing CommunicationsMarketing Management (incl. Strategy and Customer Relations)Marketing MeasurementMarketing Research MethodologyMarketing TheoryMarketing not elsewhere classifiedOrganisation and Management TheoryOrganisational BehaviourOrganisational Planning and ManagementQuality ManagementSmall Business ManagementSport and Leisure ManagementTourism ManagementTourism ForecastingTourism MarketingAged Health CareEpidemiologyEnvironmental and Occupational Health and SafetyNeurosciences not elsewhere classifiedApplied PsychologyBiological Psychology (Neuropsychology, Psychopharmacology, Physiological Psychology)Clinical PsychologyCognitive Science not elsewhere classifiedComputer Perception, Memory and AttentionDecision MakingDevelopmental Psychology and AgeingDevelopmental and Educational PsychologyEducational PsychologyForensic PsychologyGender PsychologyHealth, Clinical and Counselling PsychologyIndustrial and Organisational PsychologyKnowledge Representation and Machine LearningLinguistic Processes (incl. Speech Production and Comprehension)Mental HealthNeurocognitive Patterns and Neural NetworksNeuroscience and Physiological PsychologyOrganizational Behavioral PsychologyPersonality, Abilities and AssessmentPsychological Methodology, Design and AnalysisPersonality, Social and Criminal PsychologyPsychology and Cognitive Sciences not elsewhere classifiedPsychology not elsewhere classifiedPsychology of ReligionSensory Processes, Perception and PerformanceSocial and Community PsychologySport and Exercise PsychologyCommunication StudiesApplied Economics not elsewhere classifiedCross-Sectional AnalysisEcological EconomicsEconometric and Statistical MethodsEconometrics not elsewhere classifiedEconomic Models and ForecastingFinancial EconomicsHealth EconomicsIndustry Economics and Industrial OrganisationInternational Economics and International FinanceLabour EconomicsMacroeconomic TheoryMathematical EconomicsPanel Data Analysis

    Licence

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC