Christian M. Ringle

Hamburg University of Technology (TUHH)

Professor of Management

Schwarzenbergstr. 95 (D)

Hamburg, D-21071

Germany

http://www.tuhh.de/hrmo

Waikato Management School

Te Raupapa

Private Bag 3105

Hamilton, 3240

New Zealand

SCHOLARLY PAPERS

90

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13,411

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Top 4,485

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66

CROSSREF CITATIONS

221

Scholarly Papers (90)

1.

Editorial - Partial Least Squares Structural Equation Modeling: Rigorous Applications, Better Results and Higher Acceptance

Long Range Planning, Volume 46, Issues 1-2, pp. 1-12
Number of pages: 12 Posted: 16 Mar 2013
Joseph F. Hair, Christian M. Ringle and Marko Sarstedt
Kennesaw State University, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg
Downloads 4,991 (1,834)
Citation 16

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strategic management, patial least squares, PLS, path modeling, structural equation modeling, SEM

2.

A Critical Look at the Use of PLS-SEM in MIS Quarterly

MIS Quarterly (MISQ), Volume 36, No. 1, pp. iii-xiv, March 2012
Number of pages: 19 Posted: 17 Nov 2012 Last Revised: 04 Mar 2013
Christian M. Ringle, Marko Sarstedt and Detmar Straub
Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and Georgia State University
Downloads 3,457 (3,445)
Citation 11

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3.

Editorial - Partial Least Squares: The Better Approach to Structural Equation Modeling?

Long Range Planning, Vol. 45, Issues 5-6, pp. 312-319, 2012, DOI: 10.1016/j.lrp.2012.09.011
Number of pages: 8 Posted: 06 Mar 2013
Joseph F. Hair, Christian M. Ringle and Marko Sarstedt
Kennesaw State University, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg
Downloads 1,141 (20,898)
Citation 1

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partial least squares, PLS, structural equation modeling, SEM, path modeling, strategic management

4.

The Use of Partial Least Squares Path Modeling in International Marketing

Advances in International Marketing (AIM), Vol. 20, pp. 277-320, 2009
Number of pages: 43 Posted: 17 Nov 2012 Last Revised: 19 Nov 2012
Jörg Henseler, Christian M. Ringle and Rudolf R Sinkovics
Institute for Management Research, Radboud University Nijmegen, Hamburg University of Technology (TUHH) and The University of Auckland Business School
Downloads 1,116 (21,645)
Citation 29

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Partial Least Squares, Structural equation modeling, LISREL, bootstrap, multi-group analysis

5.

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 (86,777)
Citation 2

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

6.

In Pursuit of Understanding What Drives Fan Satisfaction

Hamburg University of Technology (TUHH), Management@TUHH Research Paper Series No. 7
Number of pages: 26 Posted: 26 Jul 2012 Last Revised: 04 Feb 2014
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH), Ludwig Maximilians University of Munich - Munich School of Management and University of Technology Sydney (UTS)
Downloads 374 (91,148)
Citation 1

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sports service, success drivers, fan satisfactions, PLS-SEM, impact-performance matrix analysis

7.

The Use of Partial Least Squares (PLS) to Address Marketing Management Topics

Journal of Marketing Theory and Practice, Volume 19, Issue 2, pp. 135-138, Spring 2011
Number of pages: 4 Posted: 06 Mar 2013
Joseph F. Hair, Christian M. Ringle and Marko Sarstedt
Kennesaw State University, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg
Downloads 283 (124,298)

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partial least squares, PLS, structural equation modeling, SEM, path modeling, marketing

8.

Do We Really Know How to Manage Brand Extension Success?

Hamburg University of Technology (TUHH), Management@TUHH Research Paper Series No. 8, ISSN 2192‐4813
Number of pages: 23 Posted: 08 Sep 2012 Last Revised: 04 Feb 2014
Hamburg University of Technology (TUHH), University of Cologne - Faculty of Management, Economics and Social Sciences, University of Hamburg and Independent
Downloads 275 (127,646)
Citation 1

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Management@TUHH, Brand extensions, success factors, formative measurement, hierarchical component model, PLS-SEM

9.

Segmentation for Path Models and Unobserved Heterogeneity: The Finite Mixture Partial Least Squares Approach

University of Hamburg Research Paper on Marketing and Retailing No. 35
Number of pages: 32 Posted: 11 Apr 2010
Christian M. Ringle
Hamburg University of Technology (TUHH)
Downloads 259 (135,884)
Citation 11

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segmentation, latent variable models, mixture models measurement, customer satisfaction, brand preference

10.

On the Use of Formative Measurement Specifications in Structural Equation Modeling: A Monte Carlo Simulation Study to Compare Covariance-Based and Partial Least Squares Model Estimation Methodologies

METEOR Research Memoranda (RM/09/014)
Number of pages: 43 Posted: 12 Feb 2014
Christian M. Ringle, Oliver Goetz, Martin Wetzels and Bradley Wilson
Hamburg University of Technology (TUHH), Reutlingen University - ESB Business School, Maastricht School of Business and Economics and RMIT University
Downloads 241 (146,450)
Citation 13

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11.

Cultural Hybrid Personalities? Clustering Nations According to the Big Five Personality Traits

Hamburg University of Technology (TUHH) Research Paper No. 009
Number of pages: 26 Posted: 23 Nov 2012
Tina Ladwig, Nicole Richter, Christian M. Ringle and Nicolas Heitger
Hamburg University of Technology, Hamburg University of Technology, Hamburg University of Technology (TUHH) and affiliation not provided to SSRN
Downloads 220 (159,169)

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culture, GLOBE, Hofstede, big five personality traits, cluster analyses, personality cluster, ISSP

12.

Monitoring Transmission of Systemic Risk from Shadow Banking to Regulated Banking

28th Australasian Finance and Banking Conference
Number of pages: 30 Posted: 23 Jul 2015 Last Revised: 28 Jul 2016
Necmi K. Avkiran, Christian M. Ringle and Rand Low
University of Queensland - Business School, Hamburg University of Technology (TUHH) and University of Queensland
Downloads 175 (196,203)
Citation 1

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PLS-SEM, structural equation modeling, contagion of systemic risk, shadow banking, regulated banking

13.

Innoage: Innovation and Product Development for Aging Users

Hamburg University of Technology (TUHH), Management@TUHH Research Paper Series No. 6
Number of pages: 50 Posted: 26 Jul 2012 Last Revised: 04 Feb 2014
Technical University Hamburg-Harburg (TUHH), Hamburg University of Technology, Hamburg University of Technology, Hamburg University of Technology, Hamburg University of Technology, Technical University Hamburg-Harburg (TUHH), Technical University Hamburg-Harburg (TUHH), Hamburg University of Technology and Hamburg University of Technology (TUHH)
Downloads 160 (211,777)
Citation 2

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aging societies, innovation, lead markets, diffusion, agent-based simulation, PLS, TAM, UTAUT, lead user, user innovation

14.

Disentangling the Effects of Team Competences, Team Adaptability, and Client Communication on the Performance of Management Consulting Teams

Long Range Planning, Vol. 46, No. 3, pp. 258-286, 2013
Number of pages: 29 Posted: 24 Jan 2014 Last Revised: 24 Dec 2014
Patricia Klarner, Marko Sarstedt, Michael Höck and Christian M. Ringle
Ludwig-Maximilians University Munich, Otto-von-Guericke-Universität Magdeburg, Freiberg University of Mining and Technology and Hamburg University of Technology (TUHH)
Downloads 96 (310,025)

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15.

PLS-SEM: Looking Back and Moving Forward

Long Range Planning, Vol. 47, Issue 3, pp. 132-137, June 2014
Number of pages: 6 Posted: 26 Apr 2014 Last Revised: 24 Dec 2014
Marko Sarstedt, Christian M. Ringle and Joseph F. Hair
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH) and Kennesaw State University
Downloads 71 (371,207)

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16.

An Assessment of the Use of Partial Least Squares Structural Equation Modeling (PLS-SEM) in Hospitality Research

The International Journal of Contemporary Hospitality Management, 30 (1), 514-538, 2018, DOI: 10.1108/IJCHM-10-2016-0568
Number of pages: 39 Posted: 03 Mar 2018 Last Revised: 22 Sep 2018
Independent, Universiti Sains Malaysia (USM) - School of Housing, Building and Planning, Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH) and Independent
Downloads 65 (392,288)
Citation 1

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PLS-SEM, Hospitality research, Structural equation modelling (SEM), Partial least squares (PLS)

17.

Capturing and Treating Unobserved Heterogeneity by Response Based Segmentation in PLS Path Modeling. A Comparison of Alternative Methods by Computational Experiments

Cergy Pontoise Cedex: ESSEC Research Center, Working Paper No. 07019
Number of pages: 30 Posted: 12 Feb 2014
ESSEC Business School - Information & Decision Sciences Department, Hamburg University of Technology (TUHH), Electricite de France and University of Naples Federico II
Downloads 55 (422,316)
Citation 12

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Partial Least Squares, Path Modeling, Segmentation, FIMIX-PLS, PLSTPM, REBUS-PLS

18.

Urban vs. Rural Destinations: Residents’ Perceptions, Community Participation and Support for Tourism Development

Tourism Management, Vol. 60, pp. 147-158, 2017, DOI: 10.1016/j.tourman.2016.11.019
Number of pages: 38 Posted: 13 Jun 2017 Last Revised: 22 Sep 2018
Universiti Sains Malaysia (USM) - School of Housing, Building and Planning, Hamburg University of Technology (TUHH), Universiti Sains Malaysia (USM) - School of Housing, Building and Planning and Universiti Sains Malaysia (USM) - School of Management
Downloads 24 (565,631)
Citation 3

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Urban destination, Rural destination, Residents' perceptions, Community participation, Support for tourism development, World heritage site (WHS)

19.

A Critical Look at the Use of SEM in International Business Research

International Marketing Review, Vol. 33, No. 3, pp. 376-404, 2016
Number of pages: 29 Posted: 13 Jun 2017 Last Revised: 20 Jun 2017
Hamburg University of Technology, The University of Auckland Business School, Hamburg University of Technology (TUHH) and Otto-von-Guericke-University Magdeburg
Downloads 18 (604,768)

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International marketing, International business, Structural equation modelling, Covariance-based SEM, Partial least squares SEM

Monitoring Transmission of Systemic Risk: Application of Partial Least Squares Structural Equation Modeling in Financial Stress Testing

Journal of Risk, Forthcoming
Posted: 15 Aug 2018
Necmi K. Avkiran, Christian M. Ringle and Rand Low
University of Queensland - Business School, Hamburg University of Technology (TUHH) and University of Queensland

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structural equation modeling, partial least squares, path model, contagion of systemic risk, shadow banking, bank holding companies

21.

Cutoff Criteria for Overall Model Fit Indexes in Generalized Structured Component Analysis

Journal of Marketing Analytics, 8(4), 189-202
Posted: 12 Nov 2020 Last Revised: 07 Dec 2020
Gyeongcheol Cho, Heungsun Hwang, Marko Sarstedt and Christian M. Ringle
McGill University, McGill University, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Component-Based Structural Equation Modeling, Generalized Structured Component Analysis, Model Fit, GFI, SRMR

22.

Elderly Customers' Reactions to Service Failures: The Role of Future Time Perspctive, Wisdom and Emotional Intelligence

Journal of Services Marketing
Posted: 12 Nov 2020
Walid Chaouali, Nizar Souiden and Christian M. Ringle
affiliation not provided to SSRN, Université Laval and Hamburg University of Technology (TUHH)

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Elderly customers, Service failures, Future time perspective, Wisdom, Emotional intelligence, Problem-solving complaining, Emotion, Customer service, Complaints, Service recovery, Quantitative research, SmartPLS

23.

Structural Equation Models: From Path to Networks (Westland 2019)

Psychometrika, Forthcoming
Posted: 07 Oct 2020
Marko Sarstedt and Christian M. Ringle
Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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24.

When Predictors of Outcomes Are Necessary: Guidelines for the Combined Use of PLS-SEM and NCA

Industrial Management & Data Systems, 120(12), 2243-2267
Posted: 18 Sep 2020 Last Revised: 02 Dec 2020
Hamburg University of Technology, Hamburg University of Technology, University of Hamburg - Faculty of Economics and Business Administration, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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Necessary condition analysis, NCA, Partial least squares, PLS, PLS-SEM, Structural equation modeling, SEM, Technology acceptance model, TAM

25.

Data Generation for Composite-Based Structural Equation Modeling Methods

Advances in Data Analysis and Classification, 2020
Posted: 22 Jun 2020
Rainer Schlittgen, Marko Sarstedt and Christian M. Ringle
Institut for Statistik and Econometry, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Composite models, Data generation, Generalized structural component analysis, GSCA, Partial least squares, PLS, Structural equation modeling, SEM

26.

Prediction: Coveted, Yet Forsaken? Introducing a Cross-Validated Predictive Ability Test in Partial Least Squares Path Modeling

Decision Sciences, 2020
Posted: 18 Jun 2020
Aarhus University - CREATES, University of Alabama - Department of Information Systems, Statistics, and Management Science, Michigan State University, Aarhus University - School of Business and Social Sciences, Otto-von-Guericke-Universität Magdeburg, Kennesaw State University and Hamburg University of Technology (TUHH)

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Cross-Validation, Explanation, Partial Least Squares, Prediction, Structural Equation Modeling

27.

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

28.

Beyond a Tandem Analysis of SEM and PROCESS: Use of PLS-SEM for Mediation Analyses!

International Journal of Market Research, 2020
Posted: 26 May 2020
Otto-von-Guericke-Universität Magdeburg, Kennesaw State University, University of the German Federal Armed Forces - Universität der Bundeswehr München, Hamburg University of Technology (TUHH) and affiliation not provided to SSRN

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Conditional Process Analysis, Measurement Error, Mediation Analysis, Partial Least Squares, PROCESS, Structural Equation Modeling

29.

The Link between Customer Satisfaction and Loyalty: The Moderating Role of Customer Characteristics

Journal of Strategic Marketing, 26(4), 298-317
Posted: 17 Feb 2020
affiliation not provided to SSRN, Hamburg University of Technology (TUHH), Newcastle Business School and affiliation not provided to SSRN

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Loyalty, satisfaction, trust, commitment, PLS-SEM, moderation

30.

Service Quality and Customer Satisfaction: The Moderating Effects of Hotel Star Rating

International Journal of Hospitality Management, 91(102414)
Posted: 28 Dec 2019 Last Revised: 30 Nov 2020
affiliation not provided to SSRN, affiliation not provided to SSRN, Hamburg University of Technology (TUHH) and affiliation not provided to SSRN

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Customer Satisfaction, Service Quality, Accommodation, IPMA, PLS-SEM, Hotels

31.

A Concept Analysis of Methodological Research on Composite-Based Structural Equation Modeling: Bridging PLSPM and GSCA

Behaviormetrika, 1-23
Posted: 20 Nov 2019
Heungsun Hwang, Marko Sarstedt, Jacky Cheah and Christian M. Ringle
McGill University, Otto-von-Guericke-Universität Magdeburg, affiliation not provided to SSRN and Hamburg University of Technology (TUHH)

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Composites, GSCA, Leximancer, PLSPM, Scientometrics, Text analytics

32.

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

33.

Predictive Model Assessment in PLS-SEM: Guidelines for Using PLSpredict

European Journal of Marketing, 53(11), 2322-2347, Forthcoming
Posted: 25 Oct 2019
Institute of Service Science, National Tsing Hua University, Taiwan, Otto-von-Guericke-Universität Magdeburg, Kennesaw State University, affiliation not provided to SSRN, Universiti Malaysia Sarawak (UNIMAS), Monash University Malaysia and Hamburg University of Technology (TUHH)

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PLS-SEM, partial least squares, structural equation modeling, PLSpredict, out-of-sample prediction, predictive power

34.

Structural Model Robustness Checks in PLS-SEM

Tourism Economics, 2019
Posted: 07 Jun 2019
Marko Sarstedt, Christian M. Ringle and Hiram Ting
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH) and Universiti Malaysia Sarawak (UNIMAS)

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Endogeneity, FIMIX-PLS, Nonlinear, Partial least squares, PLS-SEM, Robustness checks, Structural equation modeling

35.

Whistleblowing Intentions Among Public Accountants in Indonesia: Testing for the Moderation Effects

Journal of Business Ethics, 152(2), 573-588 (2018)
Posted: 06 Jun 2019
Hengky Latan and Christian M. Ringle
University of Pattimura - Economic and Accounting Department and Hamburg University of Technology (TUHH)

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Whistleblowing, Audit firms, Individual-level antecedents, Perceived organizational support, Team norms, Perceived moral intensity

36.

Methodological Research on Partial Least Squares Structural Equation Modeling (PLS-SEM): An Analysis Based on Social Network Approaches

Internet Research (2019)
Posted: 06 Jun 2019
Marko Sarstedt, Joseph F. Hair and Christian M. Ringle
Otto-von-Guericke-Universität Magdeburg, Kennesaw State University and Hamburg University of Technology (TUHH)

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Structural equation modelling, Social network analysis, Partial least squares, PLS-SEM, Co-authorship networks, Knowledge networks

37.

Rethinking Some of the Rethinking of Partial Least Squares

European Journal of Marketing, 53(4), 2019
Posted: 04 Jun 2019
Joseph F. Hair, Marko Sarstedt and Christian M. Ringle
Kennesaw State University, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Guidelines, Partial least squares, PLS-SEM, Structural equation modeling

38.

When to Use and How to Report the Results of PLS-SEM

European Business Review, 31(1), 2-24, 2019
Posted: 04 Jun 2019
Joseph F. Hair, Jeffrey J. Risher, Marko Sarstedt and Christian M. Ringle
Kennesaw State University, East Tennessee State University, Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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Structural equation modeling, Partial least squares, PLS-SEM, Model comparisons, PLSpredict

39.

Convergent Validity Assessment of Formatively Measured Constructs in PLS-SEM: On Using Single-Item versus Multi-Item Measures in Redundancy Analyses

International Journal of Contemporary Hospitality Management, 30(11), 3192-3210
Posted: 04 Jun 2019
Marko Sarstedt, Christian M. Ringle, T. Ramayah and Hiram Ting
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH), Universiti Sains Malaysia (USM) - School of Management and Universiti Malaysia Sarawak (UNIMAS)

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PLS-SEM, Partial least squares, Structural equation modeling, Convergent validity, Redundancy analysis, Formative measurement models

40.

Exploring the Microfoundations of End-User Interests toward Co-Creating Renewable Energy Technology Innovations

Journal of Cleaner Production, Forthcoming
Posted: 04 Jun 2019
Ulla Saari, Saku Mäkinen and Christian M. Ringle
affiliation not provided to SSRN, Tampere University of Technology - Department of Industrial Management and Hamburg University of Technology (TUHH)

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Co-creation, Innovation, Rewards, Energy, Prosumer, Variance-based structural equation modeling

41.

Partial Least Squares Structural Equation Modeling-Based Discrete Choice Modeling: An Illustration in Modeling Retailer Choice

Business Research, 1-28
Posted: 04 Jun 2019
Kennesaw State University, Hamburg University of Technology (TUHH), Newcastle Business School, University of the German Federal Armed Forces - Universität der Bundeswehr München and Strategic Precision

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Discrete choice modeling, Experiments, Structural equation modeling, Partial least squares, Path modeling

42.

Enhancing Loyalty: When Improving Consumer Satisfaction and Delight Matters

Journal of Business Research, 94, 18-27 (2019)
Posted: 04 Jun 2019
Dennis Ahrholdt, Siggi Gudergan and Christian M. Ringle
HSBA Hamburg School of Business Administration, Newcastle Business School and Hamburg University of Technology (TUHH)

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Delight, Satisfaction, Loyalty, Prior consumption experience, PLS-SEM, Nonlinear effects

43.

The Agony of Choice for Medical Tourists: A Patient Satisfaction Index Model

Journal of Hospitality and Tourism Technology, Forthcoming
Posted: 15 Aug 2018
Jana Rosenbusch, Ida Rosnita Ismail and Christian M. Ringle
Technical University Hamburg-Harburg (TUHH), National University of Malaysia (UKM) and Hamburg University of Technology (TUHH)

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Service Quality, Medical Tourism, Importance-Performance Map, Interaction Quality, Patient Satisfaction Index

44.

Addressing Endogeneity in International Marketing Applications of Partial Least Squares Structural Equation Modeling

Journal of International Marketing, Forthcoming
Posted: 15 Aug 2018
Michigan State University, Kennesaw State University, HHL Leipzig Graduate School of Management, Otto-von-Guericke-Universität Magdeburg, HHL Leipzig Graduate School of Management and Hamburg University of Technology (TUHH)

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Control Variable, Endogeneity, Gaussian Copula, Instrumental Variable, Omitted Variable, PLS-SEM, Partial Least Squares (PLS), Structural Equation Modeling (SEM)

45.

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

46.

On Comparing Results from CB-SEM and PLS-SEM: Five Perspectives and Five Recommendations

Marketing ZFP
Posted: 03 Mar 2018
Christian M. Ringle, Edward Rigdon and Marko Sarstedt
Hamburg University of Technology (TUHH), Georgia State University - J. Mack Robinson College of Business and Otto-von-Guericke-Universität Magdeburg

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47.

Partial Least Squares Structural Equation Modeling in HRM Research

The International Journal of Human Resource Management, Forthcoming
Posted: 03 Mar 2018
Christian M. Ringle, Marko Sarstedt, Rebecca Mitchell and Siggi Gudergan
Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg, Independent and Newcastle Business School

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Partial least squares, structural equation modeling, PLS-SEM, HRM, guidelines, review

48.

An Empirical Examination of the Thickness Profile Formation of Twin-Roll-Cast Magnesium Strips

Archives of Civil and Mechanical Engineering, Vol. 18, Issue 1, pp. 227-234, Forthcoming
Posted: 31 Jul 2017
Claudia Kawalla, Michael Höck, Madlen Ullmann and Christian M. Ringle
Freiberg University of Mining and Technology, Freiberg University of Mining and Technology, Freiberg University of Mining and Technology and Hamburg University of Technology (TUHH)

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Twin-Roll Casting Process, Quality Assurance, Thickness Profile, Structural Equation Modeling, Partial Least Squares

49.

Does Speed Really Matter When It Comes to Alliance Performance?

The Polish Journal of Management Studies, Vol. 2, No. 1, pp. 81-105, 2011
Posted: 14 Jun 2017
Michael Höck and Christian M. Ringle
Freiberg University of Mining and Technology and Hamburg University of Technology (TUHH)

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Local Strategic Networks, Small and Midsize Enterprises, Value Continuum, Software Industry, Partial Least Squares-Analysis

50.

The Use of Partial Least Squares Structural Equation Modeling in Strategic Management Research: A Review of Past Practices and Recommendations for Future Applications

Long Range Planning, Vol. 45, No. 5-6, pp. 320-340, 2012
Posted: 14 Jun 2017
Joseph F. Hair, Marko Sarstedt, Torsten M. Pieper and Christian M. Ringle
Kennesaw State University, Otto-von-Guericke-Universität Magdeburg, Kennesaw State University - Cox Family Enterprise Center and Hamburg University of Technology (TUHH)

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PLS-SEM, Partial Least Squares Structural Equation Modeling

51.

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

52.

Partial Least Squares Structural Equation Modeling (PLS-SEM): A Useful Tool for Family Business Researchers

Journal of Family Business Strategy, Vol. 5, No. 1. pp. 105-115, 2014
Posted: 14 Jun 2017
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH), Independent, UPS and Kennesaw State University

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Partial least squares, Structural equation modeling, PLS-SEM, Mediation, Family business research

53.

A New Criterion for Assessing Discriminant Validity in Variance-Based Structural Equation Modeling

Journal of the Academy of Marketing Science (JAMS), Vol. 43, No. 1, pp. 115-135, 2015
Posted: 14 Jun 2017
Jörg Henseler, Christian M. Ringle and Marko Sarstedt
Institute for Management Research, Radboud University Nijmegen, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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Structural equationmodeling (SEM), Partial least squares (PLS), Results evaluation, Measurementmodel assessment, Discriminantvalidity, Fornell-Larckercriterion, Cross-loadings, Multitrait-multimethod (MTMM)matrix, Heterotrait-monotrait (HTMT) ratio of correlations

54.

Prediction-Oriented Modeling in Business Research by Means of PLS Path Modeling: Introduction to a JBR Special Section

Journal of Business Research, Vol. 69, No. 10, pp. 4545-4551, 2016
Posted: 14 Jun 2017
University of Seville, Institute for Management Research, Radboud University Nijmegen, Hamburg University of Technology (TUHH) and University of Seville

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Partial least squares, Prediction-oriented modeling, Business research, Quantitative methods

55.

Identifying and Treating Unobserved Heterogeneity with Fimix-PLS: Part I – Method

European Business Review, Vol. 28, No. 1, pp. 63-76, 2016
Posted: 14 Jun 2017
Joseph F. Hair, Marko Sarstedt, Lucy Matthews and Christian M. Ringle
Kennesaw State University, Otto-von-Guericke-Universität Magdeburg, Middle Tennessee State University and Hamburg University of Technology (TUHH)

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Segmentation, PLS-SEM, Structural equation modeling, Partial least squares, FIMIX-PLS, Finite mixture models, Unobserved heterogeneity

56.

Testing Measurement Invariance of Composites Using Partial Least Squares

International Marketing Review, Vol. 33, No. 3, pp. 405-431, 2016
Posted: 14 Jun 2017
Jörg Henseler, Christian M. Ringle and Marko Sarstedt
Institute for Management Research, Radboud University Nijmegen, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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Methodology, Structural equation modelling, Measurement, Measurement invariance, Partial least squares, MICOM, Multigroup, Variance-based SEM, Composite models, Permutation test, Path modelling

57.

The PLS Agent: Predictive Modeling with PLS-SEM and Agent-Based Simulation

Journal of Business Research, Vol. 69, No. 10, 2016
Posted: 13 Jun 2017
Sandra Schubring, Iris Lorscheid, Matthias Meyer and Christian M. Ringle
Hamburg University of Technology, Hamburg University of Technology, Hamburg University of Technology and Hamburg University of Technology (TUHH)

Abstract:

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Partial least squares path modeling, PLS-SEM, Agent-based simulation, ABS, Predictive modeling, TAM

58.

Enhancing Service Loyalty: The Roles of Delight, Satisfaction, and Service Quality

Journal of Travel Research, Vol. 56, No. 4, pp. 436-450, 2017
Posted: 13 Jun 2017
Dennis Ahrholdt, Siggi Gudergan and Christian M. Ringle
HSBA Hamburg School of Business Administration, Newcastle Business School and Hamburg University of Technology (TUHH)

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Loyalty, Delight, Satisfaction, Quality, Experience, PLS Path Modeling

59.

Community Members’ Perception of Brand Community Character: Construction and Validation of a New Scale

Journal of Interactive Marketing, Vol. 36, pp. 107-120, 2016
Posted: 13 Jun 2017
University of Hamburg - Institute for Marketing and Media, University of Hamburg, Hamburg University of Technology (TUHH), University of Hamburg and University of Hamburg - Institute for Marketing and Media

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Brand community, Brand loyalty, Community loyalty, Perception of brand community character, Scale development

60.

Identifying and Treating Unobserved Heterogeneity with FIMIX-PLS: Part II – A Case Study

European Business Review, Vol. 28, No. 2, pp. 208-224, 2016
Posted: 13 Jun 2017
Lucy Matthews, Marko Sarstedt, Joseph F. Hair and Christian M. Ringle
Middle Tennessee State University, Otto-von-Guericke-Universität Magdeburg, Kennesaw State University and Hamburg University of Technology (TUHH)

Abstract:

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PLS-SEM, Structural equation modeling, Partial least squares, FIMIX-PLS, Finite mixture models, Unobserved heterogeneity

61.

Using Cultural Archetypes in Cross-Cultural Management Studies

Journal of International Management, Vol. 22, No. 1, pp. 63-83, 2016
Posted: 13 Jun 2017
Hamburg University of Technology, University of Hamburg - Faculty of Economics and Business Administration, Otto-von-Guericke-University Magdeburg, Newcastle Business School, Hamburg University of Technology (TUHH) and Leuphana University of Lueneburg

Abstract:

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Culture, Cross-cultural, Measurement, Archetype, Entrepreneurship

62.

Gain More Insight from Your PLS-SEM Results: The Importance-Performance Map Analysis

Industrial Management & Data Systems, Vol. 116, No. 9. pp. 1865-1886, 2016
Posted: 13 Jun 2017
Christian M. Ringle and Marko Sarstedt
Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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Structural equation modeling (SEM), Partial least squares (PLS), Unified theory of acceptance and use of technology (UTAUT), SmartPLS, Importance-performance map analysis (IPMA)

63.

Estimation Issues with PLS and CBSEM: Where the Bias Lies!

Journal of Business Research, Vol. 69, No. 10, 2016
Posted: 13 Jun 2017
Otto-von-Guericke-Universität Magdeburg, Kennesaw State University, Hamburg University of Technology (TUHH), Hamburg University of Technology and Newcastle Business School

Abstract:

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Common factor models, Composite models, Reflective measurement, Formative measurement, Structural equation modeling, Partial least squares

64.

Guidelines for Treating Unobserved Heterogeneity in Tourism Research: A Comment on Marques and Reis (2015)

Annals of Tourism Research, Vol. 57, pp. 279-284, 2016
Posted: 13 Jun 2017
Marko Sarstedt, Christian M. Ringle and Siggi Gudergan
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH) and Newcastle Business School

Abstract:

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65.

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

Abstract:

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

66.

Mirror, Mirror on the Wall: A Comparative Evaluation of Composite-Based Structural Equation Modeling Methods

Journal of the Academy of Marketing Science, Forthcoming
Posted: 13 Jun 2017
Kennesaw State University, Michigan State University, Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology

Abstract:

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Composite, Generalized structured component analysis, GSCA, Partial least squares, PLS, SEM, Simulation, Structural equationmodeling, Sumscores regression

67.

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

Abstract:

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Market segmentation, Segment retention, Mixture regression, Collinearity

68.

On the Emancipation of PLS-SEM: A Commentary on Rigdon (2012)

Long Range Planning, Vol. 47, Issue 3, pp. 154-160, 2014
Posted: 26 Apr 2014 Last Revised: 09 Jul 2014
Marko Sarstedt, Christian M. Ringle, Jörg Henseler and Joseph F. Hair
Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH), Institute for Management Research, Radboud University Nijmegen and Kennesaw State University

Abstract:

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69.

Common Beliefs and Reality About Partial Least Squares: Comments on Rönkkö & Evermann (2013)

Organizational Research Methods, Volume 17, Issue 2, pp. 182-209, 2014
Posted: 26 Apr 2014 Last Revised: 02 May 2014
Institute for Management Research, Radboud University Nijmegen, Independent, Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH), Independent, Georgia State University, Independent, Kennesaw State University, Michigan State University and Independent

Abstract:

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70.

The Relevance of Reputation in the Nonprofit Sector: The Moderating Effect of Socio-Demographic Characteristics

International Journal of Nonprofit and Voluntary Sector Marketing, Volume 19, Issue 2, pp. 110-126, May 2014
Posted: 26 Apr 2014 Last Revised: 07 May 2014
Matthias Schloderer, Marko Sarstedt and Christian M. Ringle
Ludwig Maximilian University of Munich (LMU), Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

Abstract:

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71.

The Impact of Brand Confusion on Sustainable Brand Satisfaction and Private Label Proneness: A Subtle Decay of Brand Equity

Journal of Brand Management, Vol. 19, No. 3, pp. 195-212, 2011
Posted: 26 Jan 2014
Orhan Kocyigit and Christian M. Ringle
University of Hamburg and Hamburg University of Technology (TUHH)

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brand confusion, brand equity, schema theory, partial least squares, path modeling

72.

The Role of Parent Brand Quality for Service Brand Extension Success

Journal of Service Research (JSR), Vol. 13, No. 4, pp. 379-396, 2010
Posted: 24 Jan 2014 Last Revised: 06 Jan 2015
University of Cologne - Faculty of Management, Economics and Social Sciences, University of Hamburg, University of Muenster and Hamburg University of Technology (TUHH)

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service brand extensions, success drivers, perceived service quality, partial least squares

73.

The Impact of Brand Extension Success Drivers on Brand Extension Price Premiums

International Journal of Research in Marketing (IJRM), Vol. 27, No. 4, pp. 319-328, 2010
Posted: 24 Jan 2014 Last Revised: 06 Jan 2015
University of Hamburg, University of Cologne - Faculty of Management, Economics and Social Sciences, University of Technology Sydney (UTS) and Hamburg University of Technology (TUHH)

Abstract:

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74.

Multigroup Analysis in Partial Least Squares (PLS) Path Modeling: Alternative Methods and Empirical Results

Measurement and Research Methods in International Marketing; Advances in International Marketing, Vol. 22, pp. 195–218, 2011
Posted: 24 Jan 2014
Marko Sarstedt, Jörg Henseler and Christian M. Ringle
Otto-von-Guericke-Universität Magdeburg, Institute for Management Research, Radboud University Nijmegen and Hamburg University of Technology (TUHH)

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75.

Customer Satisfaction with Commercial Airlines: The Role of Perceived Safety and Purpose of Travel

Journal of Marketing Theory and Practice, Vol. 19, No. 4, pp. 459–472, 2011
Posted: 24 Jan 2014
Christian M. Ringle, Marko Sarstedt and Lorenz Zimmermann
Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and Ludwig Maximilian University of Munich (LMU)

Abstract:

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76.

Genetic Algorithm Segmentation in Partial Least Squares Structural Equation Modeling

OR Spectrum, Vol. 36, No. 1, 2014
Posted: 24 Jan 2014
Christian M. Ringle, Marko Sarstedt and Rainer Schlittgen
Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and Institut for Statistik and Econometry

Abstract:

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genetic algorithm, partial least squares, path modeling, PLS-SEM, segmentation, structural equation modeling

77.

Assessing Heterogeneity in Customer Satisfaction Studies: Across Industry Similarities and within Industry Differences

Measurement and Research Methods in International Marketing, Advances in International Marketing, Vol. 22, pp. 169-194, 2011
Posted: 24 Jan 2014
Edward Rigdon, Christian M. Ringle, Marko Sarstedt and Siegfried Gudergan
Georgia State University - J. Mack Robinson College of Business, Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and University of Technology Sydney (UTS)

Abstract:

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american customer satisfaction index (ACSI) model, partial least squares (PLS) path modeling, unobserved heterogeneity, multigroup analysis, important-performance matrix

78.

Do We Fully Understand the Critical Success Factors of Customer Satisfaction with Industrial Goods? - Extending Festge and Schwaiger's Model to Account for Unobserved Heterogeneity

Journal of Business Market Management, Vol. 3, No. 3, pp. 185-206, September 2009
Posted: 24 Jan 2014
Marko Sarstedt, Manfred Schwaiger and Christian M. Ringle
Otto-von-Guericke-Universität Magdeburg, Ludwig Maximilian University of Munich (LMU) - Faculty of Business Administration (Munich School of Management) and Hamburg University of Technology (TUHH)

Abstract:

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customer satisfaction, structural equation model, PLS path modeling, segmentation, finite mixture, latent class, unobserved heterogeneity

79.

Treating Unobserved Heterogeneity in PLS Path Modelling: A Comparison of FIMIX-PLS with Different Data Analysis Strategies

Journal of Applied Statistics, Vol. 37, No. 8, pp. 1299-1318, 2010
Posted: 24 Jan 2014
Marko Sarstedt and Christian M. Ringle
Otto-von-Guericke-Universität Magdeburg and Hamburg University of Technology (TUHH)

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partial least square (PLS); path modelling; heterogeneity; latent class; finite mixture; market segmentation; corporate reputation

80.

Structural Modeling of Heterogeneous Data with Partial Least Squares

Review of Marketing Research, Vol. 7, pp. 255-296, 2010
Posted: 24 Jan 2014
Edward Rigdon, Christian M. Ringle and Marko Sarstedt
Georgia State University - J. Mack Robinson College of Business, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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partial least squares, heterogeneity, clustering, finite mixture modeling, market segmentation, customer satisfaction, reputation

81.

Local Strategic Networks in the Software Industry: An Empirical Analysis of the Value Continuum

International Journal of Knowledge Management Studies, Vol. 4, No. 2, pp. 132-151, 2010
Posted: 23 Jan 2014
Michael Höck and Christian M. Ringle
Freiberg University of Mining and Technology and Hamburg University of Technology (TUHH)

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strategic local alliances; knowledge networks; value continuum; software industry; PLS path analysis; partial least squares path analysis

82.

Management of Multi-Purpose Stadiums: Importance and Performance Measurement of Service Interfaces

International Journal of Services Technology and Management, Vol. 14, Nos. 2/3, pp. 188-207, 2010
Posted: 23 Jan 2014
Claudia Höck, Christian M. Ringle and Marko Sarstedt
University of Hamburg - Institute for Marketing and Media, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

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multi-purpose stadiums, service interfaces, visitor satisfaction, importance-performance measurement, arena management, PLS path modelling, index values

83.

PLS Path Modeling and Evolutionary Segmentation

Journal of Business Research, Vol. 66, No. 9, 2013, pp. 1318-1324
Posted: 28 Aug 2013
Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg, Institut for Statistik and Econometry and Independent

Abstract:

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Partial least squares, Path modeling, Genetic algorithm, Segmentation, Heterogeneity

84.

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
Jan-Michael Becker, Arun Rai, Christian M. Ringle and Franziska Völckner
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

Abstract:

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

85.

Applications of Partial Least Squares Path Modeling in Management Journals: A Review of Past Practices and Recommendations for Future Applications

Long Range Planning, Volume 45, Issues 5-6, 2012, Pages 320-340, DOI 10.1016/j.lrp.2012.09.008
Posted: 04 Mar 2013
Joseph F. Hair, Marko Sarstedt, Torsten M. Pieper and Christian M. Ringle
Kennesaw State University, Otto-von-Guericke-Universität Magdeburg, Kennesaw State University - Cox Family Enterprise Center and Hamburg University of Technology (TUHH)

Abstract:

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partial least squares, path modeling, PLS, SEM, structural equation modeling, strategic management

86.

Confirmatory Tetrad Analysis in PLS Path Modeling

Journal of Business Research, Vol. 61, No. 12, 2008, pp. 1238-1249
Posted: 17 Nov 2012 Last Revised: 04 Mar 2013
Siggi Gudergan, Christian M. Ringle, Sven Wende and Alexander Will
Newcastle Business School, Hamburg University of Technology (TUHH), Independent and Independent

Abstract:

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formative, measurement model, partial least squares, path modeling, PLS, reflective, statistical test, SEM, structural equation modeling

87.

An Assessment of the Use of Partial Least Squares Structural Equation Modeling in Marketing Research

Journal of the Academy of Marketing Science (JAMS), Volume 40, Issue 3 (2012), pp. 414-433
Posted: 16 Nov 2012
Joseph F. Hair, Marko Sarstedt, Christian M. Ringle and Jeanette Mena
Kennesaw State University, Otto-von-Guericke-Universität Magdeburg, Hamburg University of Technology (TUHH) and University of South Florida

Abstract:

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88.

PLS-SEM: Indeed a Silver Bullet

Journal of Marketing Theory and Practice, Vol. 19, No. 2, 2011, pp. 139-152
Posted: 04 Nov 2011 Last Revised: 04 Feb 2014
Joseph F. Hair, Christian M. Ringle and Marko Sarstedt
Kennesaw State University, Hamburg University of Technology (TUHH) and Otto-von-Guericke-Universität Magdeburg

Abstract:

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partial least squares, path modeling, PLS, structural equation modeling, SEM, marketing

89.

Executing and Interpreting Applications of PLS-SEM: Updates for Family Business Researchers

Journal of Family Business Strategy
Kennesaw State University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Otto-von-Guericke-Universität Magdeburg, Monash University Malaysia and Hamburg University of Technology (TUHH)

Abstract:

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Partial least squares, PLS-SEM, Structural equation modeling, Out-of-sample prediction, PLSpredict, Model selection, Discrete choice modeling, Endogeneity

90.

Guest Editorial

European Business Review, 33(1), 1-8
Kennesaw State University, affiliation not provided to SSRN, Hamburg University of Technology (TUHH), Otto-von-Guericke-Universität Magdeburg and Universiti Malaysia Sarawak (UNIMAS)

Abstract:

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