2025

• PLS-SEM and reflective constructs: a response to recent criticism and a constructive path forward
  Guenther, Peter; Guenther, Miriam; Ringle, Christian M.; Zaefarian, Ghasem; Cartwright, Severina
  Industrial Marketing Management 128: 1-9 (2025)
  Open Access | Verlags DOI
• Conceptual structure and thematic evolution in partial least squares structural equation modeling research
  Angelelli, Mario; Ciavolino, Enrico; Ringle, Christian M.; Sarstedt, Marko; Aria, Massimo
  Quality and Quantity (in Press): 102888 (2025)
  Open Access | Verlags DOI
• Human resource management systems research–how to gain impactful insights through formative measurement and hierarchical component models
  Hauff, Sven; Richter, Nicole Franziska; Ringle, Christian M.
  International Journal of Human Resource Management 36 (4): 611-635 (2025)
  Open Access | Verlags DOI
• Special issue editorial: advanced partial least squares structural equation modeling (PLS-SEM) applications in business research
  Gudergan, Siegfried; Moisescu, Ovidiu I.; Radomir, Lăcrămioara; Ringle, Christian M.; Sarstedt, Marko
  Journal of Business Research 188: 115087 (2025)
  Open Access | Verlags DOI

2024

• Dealing with regression models’ endogeneity by means of an adjusted estimator for the Gaussian copula approach
  Liengaard, Benjamin Dybro; Becker, Jan-Michael; Bennedsen, Mikkel; Heiler, Phillip; Taylor, Luke; Ringle, Christian M.
  Journal of the Academy of Marketing Science 53: 79–299 (2024)
  Open Access | Verlags DOI
• A framework for enhancing the replicability of behavioral MIS research using prediction oriented techniques
  Sharma, Pratyush Nidhi; Sarstedt, Marko; Ringle, Christian M.; Cheah, Jun Hwa; Herfurth, Anne; Hair, Joseph F.
  International Journal of Information Management 78: 102805 (2024)
  Verlags DOI
• Consumers' purchase behavior of Cradle to Cradle Certified® products—The role of trust and supply chain transparency
  Damberg, Svenja; Saari, Ulla A.; Fritz, Morgane M. C.; Dlugoborskyte, Vytaute; Bozic, Katerina
  Business Strategy and the Environment 33 (8): 8280-8299 (2024)
  Open Access | Verlags DOI
• From Managing Tensions to Managing Thresholds: Microfoundations of Unfolding Hybrid Ambidexterity
  Reinecke, Pauline; Beyer, Alexander Ricardo; Damberg, Svenja; Wrona, Thomas
  Academy of Management proceedings 2024 (1)
  Verlags DOI
• Lecturers' interpersonal trust in peers, job performance, and OCBI: examining the mediating role of positive affect during the Covid-19 pandemic utilizing the PLSe2 estimator
  Ghasemy, Majid; Frömbling, Lena
  International Journal of Productivity and Performance Management 73 (6): 1996-2015 (2024)
  Verlags DOI
• Combined importance–performance map analysis (cIPMA) in partial least squares structural equation modeling (PLS–SEM): a SmartPLS 4 tutorial
  Sarstedt, Marko; Richter, Nicole Franziska; Hauff, Sven; Ringle, Christian M.
  Journal of Marketing Analytics 12 (4): 746-760 (2024)
  Open Access | Verlags DOI
• Going beyond the untold facts in PLS–SEM and moving forward
  Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.; Sharma, Pratyush Nidhi; Liengaard, Benjamin Dybro
  European Journal of Marketing 58 (13): 81-106 (2024)
  Open Access | Verlags DOI
• A brief review of partial least squares structural equation modeling (PLS-SEM) use in quality management studies
  Magno, Francesca; Cassia, Fabio; Ringle, Christian M.
  The TQM Journal 36 (5): 1242-1251 (2024)
  Open Access | Verlags DOI
• Guest editorial: Using partial least squares structural equation modeling (PLS-SEM) in quality management
  Magno, Francesca; Cassia, Fabio; Ringle, Christian M.
  TQM Journal 36 (5): 1237-1241 (2024-05-21)
  Verlags DOI
• Importance and performance in PLS-SEM and NCA : introducing the combined importance-performance map analysis (cIPMA)
  Hauff, Sven; Richter, Nicole Franziska; Sarstedt, Marko; Ringle, Christian M.
  Journal of Retailing and Consumer Services 78: 103723 (2024)
  Verlags DOI
• Why we need employees back at the office : the effect of workplace design on creativity in organizations
  Lucius, Zita Katharina; Damberg, Svenja
  Creativity and Innovation Management 33 (4): 654-670 (2024)
  Open Access | Verlags DOI
• Same model, same data, but different outcomes : evaluating the impact of method choices in structural equation modeling
  Sarstedt, Marko; Adler, Susanne J.; Ringle, Christian M.; Cho, Gyeongcheol; Diamantopoulos, Adamantios; Hwang, Heungsun; Liengaard, Benjamin Dybro
  Journal of Product Innovation Management 1 (17): 12738 (2024)
  Open Access | Verlags DOI
• Does culture matter? Corporate reputation and sustainable satisfaction in the Chinese and German banking sector
  Damberg, Svenja; Liu, Yide; Ringle, Christian M.
  Journal of Marketing Analytics 12 (1): 6-24 (2024)
  Open Access | Verlags DOI
• The shortcomings of equal weights estimation and the composite equivalence index in PLS-SEM
  Hair, Joseph F.; Sharma, Pratyush Nidhi; Sarstedt, Marko; Ringle, Christian M.; Liengaard, Benjamin Dybro
  European Journal of Marketing 58 (13): 30-55 (2024)
  Open Access | Verlags DOI
• Capabilities for circular economy innovation: Factors leading to product/service innovations in the construction and manufacturing industries
  Saari, Ulla A.; Damberg, Svenja; Schneider, Matthias; Aarikka-Stenroos, Leena; Herstatt, Cornelius; Lanz, Minna; Ringle, Christian M.
  Journal of Cleaner Production 434: 140295 (2024)
  Open Access | Verlags DOI
• Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM)
  Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.; Gudergan, Siegfried
  SAGE Publications, Inc; 2. Edition (2024-01-29)
  
• Die Entwicklung, Analyse und Replikation eines modifizierten Modells der Kündigungsabsicht
  Ehrlich, Janna Susanne
  Springer Gabler 978-3-658-46123-2: (2024)
  
• Kreativität im Kontext von New Work: der Einfluss der Unternehmenskultur auf die Mitarbeiterkreativität
  Lucius, Zita Katharina
  Springer Gabler 978-3-658-43320-8: (2024)
  Verlags DOI
• PLS-SEM: A method demonstration in the R statistical environment
  Legate, Amanda E.; Ringle, Christian M.; Hair, Joseph F.
  Human Resource Development Quarterly 35 (4): 501-529 (2024)
  Verlags DOI
• Quality of higher education experience, satisfaction, and well-being: genuinely caring for our students-consumers
  Teeroovengadum, Viraiyan; Ringle, Christian M.; Nunkoo, Robin; Coates, Hamish
  Journal of Marketing for Higher Education 34 (2): 1012-1034 (2024)
  Verlags DOI

2023

• How to apply necessary condition analysis in PLS-SEM
  Richter, Nicole Franziska; Hauff, Sven; Ringle, Christian M.; Sarstedt, Marko; Kolev, Aleksandar Evgeniev; Schubring, Sandra
  Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications: 267-297 (2023)
  Verlags DOI
• A conditional time-varying multivariate latent growth curve model for the relationships between academics’ servant leadership behavior, affective commitment, and job performance during the Covid-19 pandemic
  Ghasemy, Majid; Frömbling, Lena
  Quality & Quantity 57 (5): 4657-4680 (2023-08)
  Verlags DOI
• Predicting sustainable consumption behavior of Europeans using the CVPAT
  Frömbling, Lena; Damberg, Svenja; Saari, Ulla A.; Ringle, Christian M.
  2022 International Conference on Partial Least Squares Structural Equation Modeling (PLS 2022)
  Verlags DOI
• Stay positive : studying the change patterns in academics' job and life satisfaction during the Covid-19 pandemic through growth curve modeling
  Ghasemy, Majid; Frömbling, Lena
  Evidence-based HRM 11 (3): 271-294 (2023-08-28)
  Verlags DOI
• Guest editorial: Predictive modeling in logistics and supply chain management research using partial least squares structural equation modeling
  Cheah, Jun Hwa; Kersten, Wolfgang; Ringle, Christian M.; Wallenburg, Carl Marcus
  International Journal of Physical Distribution and Logistics Management 53 (7-8): 709-717 (2023-08-14)
  Verlags DOI
• Human capital, management and economics during and after the COVID-19 outbreak
  Jordão, Ricardo Vinícius Dias; Raziq, Muhammad Mustafa; Memon, Mumtaz Ali; Ting, Hiram; Ringle, Christian M.; Muenjohn, Nuttawuth
  Bottom Line 36 (2): 101-111 (2023-07-21)
  Verlags DOI
• Internal corporate social responsibility in times of uncertainty: does working from home harm the creativity link?
  Lucius, Zita Katharina; Damberg, Svenja; Meinel, Martin; Ringle, Christian M.
  Bottom Line 36 (2): 112-134 (2023-07-21)
  Verlags DOI
• A review of the use of PLS-SEM in neuromarketing research
  Margalina, Vasilica Maria; Jiménez Sánchez, Álvaro; Ehrlich, Janna
  Index.comunicacion 13 (2): 119-146 (2023)
  Open Access | Verlags DOI
• A perspective on using partial least squares structural equation modelling in data articles
  Ringle, Christian M.; Sarstedt, Marko; Sinkovics, Noemi; Sinkovics, Rudolf R.
  Data in Brief 48: 109074 (2023-06-01)
  Open Access | Verlags DOI
• Dataset on an extended technology acceptance model: A combined application of PLS-SEM and NCA
  Richter, Nicole Franziska; Hauff, Sven; Kolev, Aleksandar Evgeniev; Schubring, Sandra
  Data in Brief 48: 109190 (2023-06)
  Open Access | Verlags DOI
• A comparative study of the predictive power of component-based approaches to structural equation modeling
  Cho, Gyeongcheol; Sunmee, Kim; Lee, Jonathan; Hwang, Heungsun; Sarstedt, Marko; Ringle, Christian M.
  European Journal of Marketing 57 (6): 1641-1661 (2023-05-30)
  Verlags DOI
• Predictive model assessment and selection in composite-based modeling using PLS-SEM: extensions and guidelines for using CVPAT
  Sharma, Pratyush Nidhi; Liengaard, Benjamin Dybro; Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.
  European Journal of Marketing 57 (6): 1662-1677 (2023-05-30)
  Verlags DOI
• Improving PLS-SEM use for business marketing research
  Guenther, Peter; Guenther, Miriam; Ringle, Christian M.; Zaefarian, Ghasem; Cartwright, Severina
  Industrial Marketing Management 111: 127-142 (2023-05)
  Verlags DOI
• Advanced PLS-SEM models for bank customer relationship management using survey data
  Damberg, Svenja
  Data in Brief 48: 109187 (2023-04-27)
  Open Access | Verlags DOI
• International Social Survey Program (ISSP) environment dataset modules: open data and its applicability in PLS-SEM research
  Saari, Ulla A.; Damberg, Svenja
  Data in Brief 48: 109126 (2023-06-01)
  Open Access | Verlags DOI
• A primer on integrated generalized structured component analysis
  Hwang, Heungsun; Sarstedt, Marko; Cho, Gyeongcheol; Choo, Hosung; Ringle, Christian M.
  European Business Review 35 (3): 261-284 (2023-03-30)
  Verlags DOI
• Antecedents and consequences of corporate reputation: a dataset
  Sarstedt, Marko; Ringle, Christian M.; Iuklanov, Denis
  Data in Brief 48: 109079 (2023-06-01)
  Open Access | Verlags DOI
• PLS-SEM’s most wanted guidance
  Becker, Jan-Michael; Cheah, Jun Hwa; Gholamzade, Rasoul; Ringle, Christian M.; Sarstedt, Marko
  International Journal of Contemporary Hospitality Management 35 (1): 321-346 (2023-01-02)
  Verlags DOI
• Appreciation to and behavior intention regarding upscale ethnic restaurants
  Liu, Yide; Ting, Hiram; Ringle, Christian M.
  Journal of Hospitality & Tourism Research 47 (1): 235-256 (2023-01)
  Verlags DOI
• An Updated Assessment of Model Evaluation Practices in PLS-SEM: An Abstract
  Sarstedt, Marko; Hair, Joseph F.; Pick, Mandy; Liengaard, Benjamin Dybro; Radomir, Lăcrămioara; Ringle, Christian M.
  in: Developments in Marketing Science: Proceedings of the Academy of Marketing Science (2023)
  Verlags DOI
• Extraordinary claims require extraordinary evidence : a comment on “Recent Developments in PLS”
  Sharma, Pratyush Nidhi; Liengaard, Benjamin D.; Sarstedt, Marko; Hair, Joseph F.; Ringle, Christian M.
  Communications of the Association for Information Systems 52: 739-742 (2023)
  
• Motivating an age-diverse workforce in China
  Frömbling, Lena
  Verlag Dr. Kovač 978-3-339-13484-4: (2023)
  
• Predictive Model Assessment in PLS-SEM: Extensions and Guidelines: An Abstract
  Sharma, Pratyush Nidhi; Liengaard, Benjamin Dybro; Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.
  in: Developments in Marketing Science: Proceedings of the Academy of Marketing Science (2023)
  Verlags DOI
• “PLS-SEM: indeed a silver bullet” – retrospective observations and recent advances
  Sarstedt, Marko; Hair, Joseph F.; Ringle, Christian M.
  Journal of Marketing Theory and Practice 31 (3): 261-275 (2023)
  Verlags DOI

2022

• "Furry Tales" : pet ownership's influence on subjective well-being during Covid-19 times
  Damberg, Svenja; Frömbling, Lena
  Quality & Quantity 56 (5): 3645-3664 (2022-10)
  Open Access | Verlags DOI
• Predicting sustainable consumption behavior of Europeans using the CVPAT approach
  Frömbling, Lena; Damberg, Svenja; Saari, Ulla A.; Ringle, Christian M.
  2022 International Conference on Partial Least Squares Structural Equation Modeling (PLS2022)
  
• Advancing family business research through modeling nonlinear relationships : comparing PLS-SEM and multiple regression
  Basco, Rodrigo; Hair, Joseph F.; Ringle, Christian M.; Sarstedt, Marko
  Journal of Family Business Strategy 13 (3): 100457 (2022-09)
  Verlags DOI
• Changing tides : the new role of resilience and sustainability in logistics and supply chain management : innovative approaches for the shift to a new era
  Hamburg International Conference of Logistics HICL: 33 (2022)
  Open Access
• Integrated Generalized Structured Component Analysis: On the Use of Model Fit Criteria in International Management Research
  Cho, Gyeongcheol; Schlägel, Christopher; Hwang, Heungsun; Choi, Younyoung; Sarstedt, Marko; Ringle, Christian M.
  Management International Review 62 (4): 569-609 (2022)
  Verlags DOI
• Green human resource management and the implications of culture on its practices in Asia : guest editorial
  Memon, Mumtaz Ali; Ting, Hiram; Ringle, Christian M.; Cheah, Jun Hwa; Muenjohn, Nuttawuth
  International Journal of Manpower 43 (3): 589-594 (2022)
  Verlags DOI
• The use of partial least squares structural equation modeling and complementary methods in international management research
  Richter, Nicole Franziska; Hauff, Sven; Ringle, Christian M.; Gudergan, Siegfried
  Management International Review 62: 449–470 (2022)
  Verlags DOI
• Stay with us! Examining academics‘ motivation, intention to remain, and turnover intention amidst the covid-19 lockdown through growth curve modeling
  Ghasemy, Majid; Frömbling, Lena
  14th Annual International Conference on Education and New Learning Technologies (EDULEARN22): 479-759
  Verlags DOI
• Strategisches Bankkundenmanagement - eine empirische Reputationsanalyse unter Berücksichtigung genossenschaftlicher Charakteristika
  Damberg, Svenja
  Technische Universität Hamburg (2022)
  
• Partial least squares structural equation modeling-based discrete choice modeling : an illustration in modeling hospital choice with latent class segmentation
  Fischer, Andreas; Lichters, Marcel; Gudergan, Siegfried
  2022 International Conference on Partial Least Squares Structural Equation Modeling (PLS2022)
  Verlags DOI
• Strategies for circular economy implementation
  Damberg, Svenja
  33th ISPIM Innovation Conference: (2022)
  
• The influence of circular economy implementation on competitiveness in manufacturing companies
  Saari, Ulla A.; Schneider, Matthias; Damberg, Svenja; Aarikka-Stenroos, Leena; Lanz, Minna; Herstatt, Cornelius; Ringle, Christian M.
  28th IEEE ICE/ITMC & 31st IAMOT (2022)
  
• Green HRM & Arbeitszufriedenheit : die Erstellung eines konzeptionellen Modells
  Ehrlich, Janna; Ringle, Christian M.
  25. Fachtagung der GWPs (2022)
  
• Gut geführt = gut gehalten? Der Einfluss von Führung auf die Mitarbeiterbindung
  Ehrlich, Janna
  25. Fachtagung der GWPs (2022)
  
• Does creating perceived co-operative member value pay off? : An empirical study in the German co-operative banking context
  Damberg, Svenja
  Journal of co-operative organization and management 10 (1): 100170 (2022)
  Verlags DOI
• A prediction-oriented specification search algorithm for generalized structured component analysis
  Cho, Gyeongcheol; Hwang, Heungsun; Sarstedt, Marko; Ringle, Christian M.
  Structural Equation Modeling: A Multidisciplinary Journal 29 (4): 611-619 (2022)
  Verlags DOI
• Die Beziehung ist gut, das Vertrauen ist besser : ein Führungsmodell der Mitarbeiterbindung
  Ehrlich, Janna
  Wirtschaftspsychologie 24 (29): - (2022)
  
• Exploring the drivers and consequences of the "awe" emotion in outdoor sports : a study using the latest partial least squares structural equation modeling technique and necessary condition analysis
  Liu, Yide; Yu, Cheng; Damberg, Svenja
  International journal of sports marketing & sponsorship 23 (2): 278-294 (2022-04-05)
  Verlags DOI
• Guest editorial: Sports management research using partial least squares structural equation modeling (PLS-SEM)
  Cepeda Carrión, Gabriel; Hair, Joseph F.; Ringle, Christian M.; Roldán, José Luis; García-Fernández, Jerónimo
  International Journal of Sports Marketing and Sponsorship 23 (2): 229-240 (2022-04-05)
  Verlags DOI
• Predicting future use intention of fitness apps among fitness app users in the United Kingdom : the role of health consciousness
  Damberg, Svenja
  International Journal of Sports Marketing and Sponsorship 23 (2): 369-384 (2022-04-05)
  Verlags DOI
• Progress in partial least squares structural equation modeling use in marketing research in the last decade
  Sarstedt, Marko; Hair, Joseph F.; Pick, Mandy; Liengaard, Benjamin Dybro; Radomir, Lăcrămioara; Ringle, Christian M.
  Psychology and Marketing 39 (5): 1035-1064 (2022-05)
  Open Access | Verlags DOI
• Latent class analysis in PLS-SEM : a review and recommendations for future applications
  Sarstedt, Marko; Radomir, Lăcrămioara; Moisescu, Ovidiu I.; Ringle, Christian M.
  Journal of business research 138: 398-407 (2022-01)
  Verlags DOI
• Revisiting Gaussian copulas to handle endogenous regressors
  Becker, Jan-Michael; Proksch, Dorian; Ringle, Christian M.
  Journal of the Academy of Marketing Science 50 (1): 46-66 (2022-01)
  Open Access | Verlags DOI
• A primer on partial least squares structural equation modeling (PLS-SEM)
  Hair, Joseph F.; Hult, G. Tomas M.; Ringle, Christian M.; Sarstedt, Marko
  A primer on partial least squares structural equation modeling (PLS-SEM): (2022)
  
• Customer-Perceived Reputation and Sustainable Satisfaction in the German Banking Sector: An Abstract
  Damberg, Svenja
  Academy of Marketing Science Annual Conference - World Marketing Congress (AMSAC-WC 2021)
  Verlags DOI
• Internal CSR under constraints : when working from home hurts the CSR-creativity link
  Lucius, Zita Katharina; Meinel, Martin; Damberg, Svenja; Ringle, Christian M.
  Academy of Management Proceedings 2022 (1): (2022)
  Verlags DOI
• Please don’t leave us : testing a model of turnover intention for validity and stability over time
  Ehrlich, Janna; Ringle, Christian M.
  International Conference on Partial Least Squares Structural Equation Modeling (PLS2022)
  
• What’s important for relationship management? : the mediating roles of relational trust and satisfaction for loyalty of cooperative banks’ customers
  Damberg, Svenja; Schwaiger, Manfred; Ringle, Christian M.
  Journal of Marketing Analytics 10 (1): 3–18 (2022)
  Open Access | Verlags DOI

2021

• Adapting to the future : how digitalization shapes sustainable logistics and resilient supply chain management
  Hamburg International Conference of Logistics HICL: 31 (2021)
  Open Access
• Adapting to the future : maritime and city logistics in the context of digitalization and sustainability
  Hamburg International Conference of Logistics HICL: 32 (2021)
  Open Access
• Drivers of customer satisfaction with waste-disposal-services : a PLS-SEM approach
  Mischel, Torsten; Damberg, Svenja
  Hamburg International Conference of Logistics (HICL) 31: 479-497 (2021)
  Open Access
• Guest editorial: Special issue on composite-based structural equation modeling
  Hwang, Heungsun; Ringle, Christian M.; Sarstedt, Marko
  ACM SIGMIS Database: the DATABASE for Advances in Information Systems 52 (SI) : 7-9 (2021-12)
  Verlags DOI
• Career fo(u)r years? : Testing the stability of a career and job satisfaction model in a multi-year study
  Ehrlich, Janna
  EAWOP Small Group Meeting (2021)
  
• Academic managerial competency in Australia, New Zealand, and Malaysia : validity and factorial invariance of an Australian scale in the Malaysian context
  Ghasemy, Majid; Jamil, Hazri; Abdul Razak, Nordin; Frömbling, Lena
  SN Social Sciences, 1 (271): 1-22 (2021)
  Verlags DOI
• Sustainable consumption behavior of Europeans: the influence of environmental knowledge and risk perception on environmental concern and behavioral intention
  Saari, Ulla A.; Damberg, Svenja; Frömbling, Lena; Ringle, Christian M.
  Ecological Economics 189 : 107155 (2021-11)
  Verlags DOI
• Faculty members in polytechnics to serve the community and industry: conceptual skills and creating value for the community - the two main drivers
  Ghasemy, Majid; Mohajer, Leila; Frömbling, Lena; Karimi, Mehrdad
  SAGE Open, 11 (3): 1-13 (2021-11)
  Open Access | Verlags DOI
• Challenge-Based Learning als zukunftsorientiertes Lehr- und Lernkonzept?
  Damberg, Svenja
  Proceedings of the SAP Academic Community Conference 2021 DACH: 177-183
  Verlags DOI
• Executing and interpreting applications of PLS-SEM: updates for family business researchers
  Hair, Joseph F.; Binz Astrachan, Claudia; Moisescu, Ovidiu I.; Radomir, Lăcrămioara; Sarstedt, Marko; Vaithilingam, Santha; Ringle, Christian M.
  Journal of Family Business Strategy 12 (3): 100392 (2021-09)
  Verlags DOI
• Are they all the same? : A rethink of young consumers through the lens of generation theories
  Ting, Hiram; Cheah, Jun Hwa; Lim, Xin Jean; Ringle, Christian M.; Liu, Yide; Leong, Choi Meng
  Young Consumers 22 (1): 1-9 (2021)
  Verlags DOI
• Partial least squares structural equation modeling
  Sarstedt, Marko; Ringle, Christian M.; Hair, Joseph F.
  in: Homburg C., Klarmann M., Vomberg A.E. (eds) Handbook of Market Research. Springer, Cham. (2021)
  Verlags DOI
• Wahrgenommene Reputation der Genossenschaftsbanken und nachhaltige Zufriedenheit ihrer Mitglieder-Kunden in Deutschland
  Damberg, Svenja
  Zeitschrift für das gesamte Genossenschaftswesen 71 (2): 70-89 (2021)
  Verlags DOI
• The combined use of symmetric and asymmetric approaches : partial least squares-structural equation modeling and fuzzy-set qualitative comparative analysis
  Rasoolimanesh, S. Mostafa; Ringle, Christian M.; Sarstedt, Marko; Olya, Hossein
  International Journal of Contemporary Hospitality Management 33 (5): 1571-1592 (2021-07-06)
  Verlags DOI
• Manual avanzado de Partial Least Squares Structural Equation Modeling (PLS-SEM)
  Hair, Joseph F.; Ringle, Christian M.; Gudergan, Siegfried; Castillo Apraiz, Julen; Cepeda Carrión, Gabriel; Roldán, José Luis
  OmniaScience Scholar (2021)
  Verlags DOI
• Customer-perceived reputation and sustainable satisfaction in the German banking sector: structured abstract
  Damberg, Svenja
  Academy of Marketing Science (AMS), World Marketing Congress (WMC): (2021)
  
• Über die nachhaltige Zufriedenheit von Genossenschaftsbankkunden
  Damberg, Svenja
  14. Internationales NPO-Colloquium (2021)
  
• Prediction: coveted, yet forsaken? introducing a cross‐validated predictive ability test in partial least squares path modeling
  Liengaard, Benjamin Dybro; Sharma, Pratyush Nidhi; Hult, G. Tomas M.; Jensen, Morten Berg; Sarstedt, Marko; Hair, Joseph F.; Ringle, Christian M.
  Decision Sciences 52 (2): 362-392 (2021-04)
  Verlags DOI
• Elderly customers' reactions to service failures: the role of future time perspective, wisdom and emotional intelligence
  Chaouali, Walid; Souiden, Nizar; Ringle, Christian M.
  Journal of Services Marketing 35 (1): 65-77 (2021-03-19)
  Verlags DOI
• Guest editorial: predicting consumer behavior using partial least squares structural equation modeling (PLS-SEM)
  Hair, Joseph F.; Cheah, Jun Hwa; Ringle, Christian M.; Sarstedt, Marko; Ting, Hiram
  European Business Review 33 (1): 1-8 (2021)
  Verlags DOI
• Advances in predictive analyses in PLS-SEM
  Ringle, Christian M.
  Encontro da Associação Nacional de Pós-gruaduação e Pesquisa em Administração (EnANAPAD 2021)
  
• Business Analytics mit der PLS-Pfadanalysemethode
  Ringle, Christian M.
  Machine Learning in Engineering Conference (MLE Days 2021)
  
• Closing Session
  Kersten, Wolfgang; Jahn, Carlos; Ringle, Christian M.
  Hamburg International Conference of Logistics (HICL 2021)
  
• Conference opening
  Ringle, Christian M.; Sarstedt, Marko
  International Symposium on Applied Structural Equation Modeling and Methodological Matters (SASEM 2021)
  
• Consumers᾽ technology and innovation adoption and satisfaction
  Schubring, Sandra
  Verlag Dr. Kovac̆ 978-3-339-12908-6: (2022)
  
• Handbook of research methods for marketing management
  Edward Elgar Publishing (2021)
  Verlags DOI
• Improving the use of PLS-SEM for (business) marketing research : when to use it and recommendations on common and advanced modeling issues
  Guenther, Peter; Guenther, Miriam; Ringle, Christian M.; Zaefarian, Ghasem; Cartwright, Severina
  4th Industrial Marketing Management Summit (2021)
  
• Introduction: advances in marketing research methods
  Nunkoo, Robin; Teeroovengadum, Viraiyan; Ringle, Christian M.
  in: Handbook of Research Methods for Marketing Management. Edward Elgar Publishing: 1-15 (2021)
  Verlags DOI
• Knowing SmartPLS from its founders : demonstration on software for data analysis
  Ringle, Christian M.
  Online Conference at Limkokwing University, Cyberjaya, Malaysia (2021)
  
• Opening Session
  Kersten, Wolfgang; Ringle, Christian M.
  Hamburg International Conference of Logistics (HICL 2021)
  
• Opening and closing of Prelude #2 on the combined use of partial least squares structural equation modeling (PLS-SEM) and necessary condition analysis (NCA)
  Liu, Y.; Ringle, Christian M.; Sarstedt, Marko
  International Conference on Partial Least Squares Structural Equation Modeling (PLS 2022)
  
• Opening and closing of Prelude #3 on performing state-of-the-art mediation, moderation, and conditional mediation analysis in partial least squares structural equation modeling (PLS-SEM) : introductions, recommendations, and examples
  Liu, Y.; Ringle, Christian M.; Sarstedt, Marko
  International Conference on Partial Least Squares Structural Equation Modeling (PLS 2022)
  
• Partial least squares structural equation modeling
  Sarstedt, Marko; Ringle, Christian M.; Hair, Joseph F.
  Homburg, C., Klarmann, M., Vomberg, A. (eds) Handbook of Market Research. Springer, Cham, 2021. - Seite 587-632
  Verlags DOI
• Partial least squares structural equation modeling (PLS-SEM) using R : a workbook
  Hair, Joseph F.; Hult, G. Tomas M.; Ringle, Christian M.; Sarstedt, Marko; Danks, Nicholas Patrick; Ray, Soumya
  Springer International Publishing 978-3-030-80518-0: (2021)
  Open Access | Verlags DOI
• Predictive assessment and model selection for decision making
  Ringle, Christian M.
  International Symposium on Applied Structural Equation Modelling and Methodological Matters (SASEM 2021)
  
• Prelude #1: Recent advances in predictice model assessment, online workshop for the PLS2022
  Ringle, Christian M.; Sarstedt, Marko
  Online Workshop for the PLS2022
  
• Stetiger Wandel oder anhaltende Bedeutung : wie beeinflusst die Laufbahnplanung die Kündigungsabsicht?
  Ehrlich, Janna
  Wirtschaftspsychologie 22/23 (4/1): (2020/2021)
  
• Understanding cooperative orientation in the cooperative banking context
  Damberg, Svenja
  ICA Research Conference (2021)
  

2020

• Data science and innovation in supply chain management : how data transforms the value chain
  Hamburg International Conference of Logistics HICL: 29 (2020)
  Open Access
• Data science in maritime and city logistics : data-driven solutions for logistics and sustainability
  Hamburg International Conference of Logistics HICL: 30 (2020)
  Open Access
• Cutoff criteria for overall model fit indexes in generalized structured component analysis
  Cho, Gyeongcheol; Hwang, Heungsun; Sarstedt, Marko; Ringle, Christian M.
  Journal of Marketing Analytics 8: 189-202 (2020-09-20)
  Open Access | Verlags DOI
• Cross-validated predictive ability test (CVPAT) in partial least squares structural equation modeling (PLS-SEM)
  Ringle, Christian M.; Liengaard, Benjamin Dybro
  XXVI Congresso Nazionale AIP, Sezione Sperimentale (2020-09-03)
  
• Über den Einsatz von SAP S/4HANA in der digitalen, internationalen Lehre
  Damberg, Svenja
  SAP Academic Community Conference D-A-CH: 2-8 (2020-09)
  Verlags DOI
• Structural equation models: from paths to networks (Westland 2019)
  Sarstedt, Marko; Ringle, Christian M.
  Psychometrika 85: 841-844 (2020-09-01)
  Open Access | Verlags DOI
• When predictors of outcomes are necessary : guidelines for the combined use of PLS-SEM and NCA
  Richter, Nicole Franziska; Schubring, Sandra; Hauff, Sven; Ringle, Christian M.; Sarstedt, Marko
  Industrial Management & Data Systems 120 (12): 2243-2267 (2020-08-04)
  Verlags DOI
• Partial least squares structural equation modeling in HRM research
  Ringle, Christian M.; Sarstedt, Marko; Mitchell, Rebecca; Gudergan, Siegfried
  International Journal of Human Resource Management 31 (12): 1617-1643 (2020-07-03)
  Verlags DOI
• Structural model robustness checks in PLS-SEM
  Sarstedt, Marko; Ringle, Christian M.; Cheah, Jun-Hwa; Ting, Hiram; Moisescu, Ovidiu I.; Radomir, Lăcrămioara
  Tourism Economics 26 (4): 531-554 (2020-06-01)
  Verlags DOI
• Data generation for composite-based structural equation modeling methods
  Schlittgen, Rainer; Sarstedt, Marko; Ringle, Christian M.
  Advances in Data Analysis and Classification 14: 747-757 (2020-05-26)
  Open Access | Verlags DOI
• This fast car can move faster: a review of PLS-SEM application in higher education research
  Ghasemy, Majid; Teeroovengadum, Viraiyan; Becker, Jan-Michael; Ringle, Christian M.
  Higher Education 80: 1121-1152 (2020)
  Verlags DOI
• Beyond a tandem analysis of SEM and PROCESS : use of PLS-SEM for mediation analyses!
  Sarstedt, Marko; Hair, Joseph F.; Nitzl, Christian; Ringle, Christian M.; Howard, Matthew C.
  International Journal of Market Research 62 (3): 288-299 (2020)
  Verlags DOI
• Der Einfluss von Arbeitsplatzdimensionen auf die Kündigungsabsicht
  Ehrlich, Janna; Frömbling, Lena
  24. Fachtagung der Gesellschaft für angewandte Wirtschaftspsychologie e. V. (GWPs 2020)
  
• A concept analysis of methodological research on composite-based structural equation modeling: bridging PLSPM and GSCA
  Hwang, Heungsun; Sarstedt, Marko; Cheah, Jun Hwa; Ringle, Christian M.
  Behaviormetrika 47: 219-241 (2020-01)
  Verlags DOI
• Opening Session.
  Kersten, Wolfgang; Ringle, Christian M.
  Hamburg International Conference of Logistics (HICL 2020)
  
• SEM: measurement models with composites and common factors
  Hair, Joseph F.; Rigdon, Edward E.; Ringle, Christian M.
  AMA Winter Academic Conference (2020)
  
• Service quality and customer satisfaction: the moderating effects of hotel star rating
  Nunkoo, Robin; Teeroovengadum, Viraiyan; Ringle, Christian M.; Sunnassee, Vivek
  International Journal of Hospitality Management (91): 102414 (2020)
  Verlags DOI
• Using Gaussian copulas to address endogeneity in regression : recommendations based on simulation studies
  Becker, Jan-Michael; Ringle, Christian M.; Proksch, Dorian
  AMA Winter Academic Conference (2020)
  

2019

• Predictive model assessment in PLS-SEM: guidelines for using PLSpredict
  Shmueli, Galit; Sarstedt, Marko; Hair, Joseph F.; Cheah, Jun-Hwa; Ting, Hiram; Vaithilingam, Santha; Ringle, Christian M.
  European Journal of Marketing 53 (11): 2322-2347 (2019-11-11)
  Verlags DOI
• Artificial intelligence and digital transformation in supply chain management : innovative approaches for supply chains
  Hamburg International Conference of Logistics HICL: 27 (2019)
  Open Access
• Digital transformation in maritime and city logistics : smart solutions for logistics
  Hamburg International Conference of Logistics HICL: 28 (2019)
  Open Access
• Partial least squares structural equation modeling-based discrete choice modeling: an illustration in modeling retailer choice
  Hair, Joseph F.; Ringle, Christian M.; Gudergan, Siegfried; Fischer, Andreas; Nitzl, Christian; Menictas, Con
  Business Research 12: 115-142 (2019)
  Open Access | Verlags DOI
• Exploring the microfoundations of end-user interests toward co-creating renewable energy technology innovations
  Kotilainen, Kirsi; Saari, Ulla A.; Mäkinen, Saku J.; Ringle, Christian M.
  Journal of Cleaner Production 229: 203-212 (2019-08-20)
  Verlags DOI
• The Role of social innovations in platform coops and perceived member value
  Damberg, Svenja
  ICA-CCR European Research Conference, Berlin, Germany (2019)
  Open Access
• Manual de partial least squares structural equation modeling (PLS-SEM)
  Hair, Joseph F.; Hult, G. Tomas M.; Ringle, Christian M.; Sarstedt, Marko; Castillo Apraiz, Julen; Cepeda Carrión, Gabriel; Roldán, José Luis
  OmniaScience Scholar (2019)
  Verlags DOI
• How to specify, estimate, and validate higher-order constructs in PLS-SEM
  Sarstedt, Marko; Hair, Joseph F.; Cheah, Jun Hwa; Becker, Jan-Michael; Ringle, Christian M.
  Australasian Marketing Journal 27 (3): 197-211 (2019-08-01)
  Verlags DOI
• Methodological research on partial least squares structural equation modeling (PLS-SEM): an analysis based on social network approaches
  Khan, Gohar F.; Sarstedt, Marko; Shiau, Wen Lung; Hair, Joseph F.; Ringle, Christian M.; Fritze, Martin Paul
  Internet Research 29 (3): 407-429 (2019-06-03)
  Verlags DOI
• 進階結構方程模式
  Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.; Gudergan, Siegfried P.
  Advanced issues in partial least squares structural equation modeling (2019)
  
• On the role of member value in cooperatives
  Damberg, Svenja
  XXIV. Nachwuchswissenschaftler/innen-Tagung der AGI
  Open Access
• Rethinking some of the rethinking of partial least squares
  Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.
  European Journal of Marketing, 53 (4): 566-584 (2019-04-08)
  Verlags DOI
• When to use and how to report the results of PLS-SEM
  Hair, Joseph F.; Risher, Jeffrey J.; Sarstedt, Marko; Ringle, Christian M.
  European Business Review 31 (1): 2-24 (2019-01-14)
  Verlags DOI
• Enhancing loyalty: When improving consumer satisfaction and delight matters
  Ahrholdt, Dennis C.; Gudergan, Siegfried; Ringle, Christian M.
  Journal of Business Research 94: 18-27 (2019-01)
  Verlags DOI
• Closing Session
  Ringle, Christian M.
  
• How to deal with the validity threats of unobserved heterogeneity
  Ringle, Christian M.
  SASEM, Kuching, Malaysia (2019)
  
• Marketing research: methods, measures, and analytics
  Ringle, Christian M.
  AMS WMC Edinburgh, UK (2019)
  
• Những vấn đề nâng cao trong mô hình phương trình cấu trúc bình phương tối thiểu riêng phần
  Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.; Gudergan, Siegfried P.
  
• PLS-based model selection: The role of alternative explanations in information systems research
  Sharma, Pratyush Nidhi; Sarstedt, Marko; Shmueli, Galit; Kim, Kevin H.; Thiele, Kai Oliver
  Journal of the Association for Information Systems 20 (4): 346-397 (2019)
  Verlags DOI
• Testing necessary conditions in PLS structural equation models : an illustration in the context of technology acceptance
  Richter, Nicole Franziska; Schubring, Sandra; Hauff, Sven; Ringle, Christian M.; Sarstedt, Marko
  EURAM annual conference, Lisbon, Portugal (2019)
  
• What makes a great textbook? Lessons learned from Joe Hair
  Ringle, Christian M.
  The Great Facilitator - Reflections on the Contributions of Josep F. Hair, Jr. to Marketing and Business Research: 131-150 (2019)
  
• Zur Erfolgsrelevanz von Teamgröße und Diversität: Eine Analyse am Beispiel von Führungsteams in der Luftfahrtindustrie
  Boekholt, Jan-Ole; Richter, Nicole Franziska; Ringle, Christian M.
  Logistik im Wandel der Zeit - Von der Produktionssteuerung zu vernetzten Supply Chains: Eine Festschrift für Wolfgang Kersten zum 60. Geburtstag, 733-746: (2019)
  Verlags DOI

2018

• Convergent validity assessment of formatively measured constructs in PLS-SEM: On using single-item versus multi-item measures in redundancy analyses
  Cheah, Jun Hwa; Sarstedt, Marko; Ringle, Christian M.; Ramayah, T.; Ting, Hiram
  International Journal of Contemporary Hospitality Management 30 (11): 3192-3210 (2018-11-12)
  Verlags DOI
• The agony of choice for medical tourists: a patient satisfaction index model
  Rosenbusch, Jana; Ismail, Ida Rosnita; Ringle, Christian M.
  Journal of Hospitality and Tourism Technology 9 (3): 267-279 (2018-10-01)
  Verlags DOI
• Logistics 4.0 and sustainable supply chain management : innovative solutions for logistics and sustainable supply chain management in the context of industry 4.0
  Hamburg International Conference of Logistics (HICL): 26 (2018)
  Open Access
• The road to a digitalized supply chain management: smart and digital solutions for supply chain management
  Hamburg International Conference of Logistics (HICL): 25 (2018)
  Open Access
• Whistleblowing intentions among public accountants in indonesia: Testing for the moderation effects
  Latan, Hengky; Ringle, Christian M.; Jabbour, Charbel Jose Chiappetta
  Journal of Business Ethics 152 (2): 573-588 (2018-09-09)
  Verlags DOI
• Monitoring transmission of systemic risk: Application of partial least squares structural equation modeling in financial stress testing
  Avkiran, Necmi K.; Ringle, Christian M.; Low, Rand
  Journal of Risk 20 (5): 83-115 (2018-06)
  Verlags DOI
• The link between customer satisfaction and loyalty: the moderating role of customer characteristics
  Schirmer, Nadine; Ringle, Christian M.; Gudergan, Siegfried; Feistel, Matthias S.G.
  Journal of Strategic Marketing 4 (26): 298-317 (2018-05-19)
  Verlags DOI
• An empirical examination of the thickness profile formation of twin-roll-cast magnesium strips
  Kawalla, Claudia; Höck, Michael; Ullmann, Madlen; Ringle, Christian M.
  Archives of Civil and Mechanical Engineering 18 (1): 227-234 (2018-01-01)
  Verlags DOI
• Addressing endogeneity in international marketing applications of partial least squares structural equation modeling
  Hult, G. Tomas M.; Hair, Joseph F.; Proksch, Dorian; Sarstedt, Marko; Pinkwart, Andreas; Ringle, Christian M.
  Journal of International Marketing 26 (3): 1-21 (2018)
  Verlags DOI
• An assessment of the use of partial least squares structural equation modeling (PLS-SEM) in hospitality research
  Ali, Faizan; Rasoolimanesh, S. Mostafa; Sarstedt, Marko; Ringle, Christian M.; Ryu, Kisang
  International Journal of Contemporary Hospitality Management 30 (1): 514-538 (2018)
  Verlags DOI
• Estimating Moderating Effects in PLS-SEM and PLSc-SEM: Interaction Term Generation*Data Treatment
  Becker, Jan-Michael; Ringle, Christian M.; Sarstedt, Marko
  Journal of Applied Structural Equation Modeling, 2 (2): 1-21 (2018)
  
• Partial Least Squares Structural Equation Modeling : Recent Advances in Banking and Finance
  Avkiran, Necmi K.; Ringle, Christian M.
  
• Strategisches Zufriedenheitsmanagement im Krankenhaus : eine empirische Analyse der Determinanten der Patientenzufriedenheit unter Berücksichtigung des Einflusses von einweisenden Ärzten
  Rosenbusch, Jana
  
• The customer loyalty cascade and its impact on profitability in financial services
  Hegner-Kakar, Anne Kathrin; Richter, Nicole Franziska; Ringle, Christian M.
  International Series in Operations Research and Management Science (267): 53-75 (2018)
  Verlags DOI
• The views of Japanese employees on cross-border M&As
  Thiele, Kai Oliver
  Springer Gabler 978-3-658-22524-7: (2018)
  Verlags DOI
• Wine Qualities and Consumer Satisfaction : an Abstract
  Troiville, Julien; Ringle, Christian M.
  AMS 46th Annual Conference (2018)