Jan-Michael Becker

University of Cologne - Department of Marketing and Brand Management

Albertus-Magnus-Platz 1

Cologne, 50931

Germany

SCHOLARLY PAPERS

8

DOWNLOADS

390

SSRN CITATIONS

2

CROSSREF CITATIONS

10

Scholarly Papers (8)

1.

Uncovering and Treating Unobserved Heterogeneity with Fimix-Pls: Which Model Selection Criterion Provides an Appropriate Number of Segments?

Schmalenbach Business Review, Vol. 63, pp. 34-62, January 2011
Number of pages: 29 Posted: 05 Jul 2011
Otto-von-Guericke-Universität Magdeburg, University of Cologne - Department of Marketing and Brand Management, Hamburg University of Technology (TUHH) and Ludwig Maximilian University of Munich (LMU) - Faculty of Business Administration (Munich School of Management)
Downloads 390 (87,113)
Citation 2

Abstract:

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FIMIX-PLS, finite mixture modeling, model selection, partial least squares (PLS), segmentation, structural equation modeling

2.

This Fast Car Can Move Faster: A Review of PLS-SEM Application in Higher Education Research

Higher Education, 2020
Posted: 28 May 2020
Independent, affiliation not provided to SSRN, University of Cologne - Department of Marketing and Brand Management and Hamburg University of Technology (TUHH)

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Partial Least Squares (PLS), Higher Education, Structural Equation Modeling (SEM), PLS-SEM, Explanatory and Predictive Studies

3.

How to Specify, Estimate, and Validate Higher-Order Constructs in PLS-SEM

Australasian Marketing Journal, 27(3), 197-211, 2019
Posted: 12 Nov 2019
Otto-von-Guericke-Universität Magdeburg, Kennesaw State University, affiliation not provided to SSRN, University of Cologne - Department of Marketing and Brand Management and Hamburg University of Technology (TUHH)

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Hierarchical component models, Higher-order constructs, Partial least squares, Path modeling, PLS-SEM, Second-order constructs

4.

Estimating Moderating Effects in PLS-SEM and PLSc-SEM: Interaction Term Generation*Data Treatment

Journal of Applied Structural Equation Modeling, 2(2), 1-21, June 2018
Posted: 15 Aug 2018
Jan-Michael Becker, Christian M. Ringle and Marko Sarstedt
University of Cologne - Department of Marketing and Brand Management, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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Interaction Term, Moderation, Moderator Analysis, Partial Least Squares, Path Modeling, PLS-SEM, PLSc-SEM, Structural Equation Modeling, Unstandardized Data

5.

Conflating Antecedents and Formative Indicators: A Comment on Aguirre-Urreta and Marakas

Information Systems Research, Vol. 25, No. 4, pp. 780-784, 2014
Posted: 14 Jun 2017
Georgia State University - J. Mack Robinson College of Business, University of Cologne - Department of Marketing and Brand Management, Georgia State University - J. Mack Robinson College of Business, Hamburg University of Technology (TUHH), Independent, University of Georgia - C. Herman and Mary Virginia Terry College of Business, Georgia State University and Independent

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Formative indicators, Partial least squares, Endogenous constructs

6.

Segmentation of PLS Path Models by Iterative Reweighted Regressions

Journal of Business Research, Vol. 69, No. 10, 2016
Posted: 13 Jun 2017
Institut for Statistik and Econometry, Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and University of Cologne - Department of Marketing and Brand Management

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Partial least squares, PLS, PLS-IRRS, Reweighted regressions, Segmentation, Genetic algorithms, Fuzzy set qualitative comparative analysis, fsQCA

7.

How Collinearity Affects Mixture Regression Results

Marketing Letters, 2014, Forthcoming
Posted: 25 Jul 2014
University of Cologne - Department of Marketing and Brand Management, Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and University of Cologne - Faculty of Management, Economics and Social Sciences

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Market segmentation, Segment retention, Mixture regression, Collinearity

8.

Discovering Unobserved Heterogeneity in Structural Equation Models to Avert Validity Threats

MIS Quarterly, Volume 37 (2013), Issue 3, pp. 665-694
Posted: 28 Aug 2013
University of Cologne - Department of Marketing and Brand Management, Georgia State University - J. Mack Robinson College of Business, Hamburg University of Technology (TUHH) and University of Cologne - Faculty of Management, Economics and Social Sciences

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unobserved heterogeneity, validity, structural equation modeling, partial least squares, formative measures, prediction-oriented segmentation