Latent class analysis in PLS-SEM: A review and recommendations for future applications

M Sarstedt, L Radomir, OI Moisescu… - Journal of Business …, 2022 - Elsevier
With the increasing prominence of partial least squares structural equation modeling (PLS-
SEM) in business research, the use of latent class analyses for identifying and treating …

Identifying and treating unobserved heterogeneity with FIMIX-PLS: part I–method

JF Hair, Jr, M Sarstedt, LM Matthews… - European business …, 2016 - emerald.com
Purpose–The purpose of this paper is to provide an overview of unobserved heterogeneity
in the context of partial least squares structural equation modeling (PLS-SEM), its …

Progress in partial least squares structural equation modeling use in marketing research in the last decade

M Sarstedt, JF Hair, M Pick, BD Liengaard… - Psychology & …, 2022 - Wiley Online Library
Partial least squares structural equation modeling (PLS‐SEM) is an essential element of
marketing researchers' methodological toolbox. During the last decade, the PLS‐SEM field …

Service quality and customer satisfaction: The moderating effects of hotel star rating

R Nunkoo, V Teeroovengadum, CM Ringle… - International Journal of …, 2020 - Elsevier
This research contributes to customer satisfaction knowledge with regard to accommodation
in South Africa whose star grading differs. A multi-group analysis and an importance …

Structural model robustness checks in PLS-SEM

M Sarstedt, CM Ringle, JH Cheah, H Ting… - Tourism …, 2020 - journals.sagepub.com
Partial least squares structural equation modeling (PLS-SEM) has become a standard tool
for analyzing complex inter-relationships between observed and latent variables in tourism …

Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods

JF Hair, GTM Hult, CM Ringle, M Sarstedt… - Journal of the academy of …, 2017 - Springer
Composite-based structural equation modeling (SEM), and especially partial least squares
path modeling (PLS), has gained increasing dissemination in marketing. To fully exploit the …

Organizational readiness for digital innovation: Development and empirical calibration of a construct

S Lokuge, D Sedera, V Grover, X Dongming - Information & management, 2019 - Elsevier
The advent and proliferation of digital technologies purport to increase the innovation
potential of most organizations. However, approximately 90% of new ideas never convert to …

[HTML][HTML] Importance and performance in PLS-SEM and NCA: Introducing the combined importance-performance map analysis (cIPMA)

S Hauff, NF Richter, M Sarstedt, CM Ringle - Journal of Retailing and …, 2024 - Elsevier
This research offers a novel approach that extends the application of importance-
performance map analysis (IPMA) in partial least squares structural equation modeling (PLS …

Gain more insight from your PLS-SEM results: The importance-performance map analysis

CM Ringle, M Sarstedt - Industrial management & data systems, 2016 - emerald.com
Purpose The purpose of this paper is to introduce the importance-performance map analysis
(IPMA) and explain how to use it in the context of partial least squares structural equation …

[HTML][HTML] Knowledge absorption capacity's efficacy to enhance innovation performance through big data analytics and digital platform capability

A Khan, M Tao - Journal of Innovation & Knowledge, 2022 - Elsevier
Abstract The 2018 Global Innovation Index ranks Pakistan 118 out of 126 in innovation. One
of the main reasons why developing countries, such as Pakistan, fail to innovate is their …