When to use and how to report the results of PLS-SEM

JF Hair, JJ Risher, M Sarstedt… - European business review, 2019 - emerald.com
Purpose The purpose of this paper is to provide a comprehensive, yet concise, overview of
the considerations and metrics required for partial least squares structural equation …

The use of partial least squares structural equation modeling in strategic management research: a review of past practices and recommendations for future …

JF Hair, M Sarstedt, TM Pieper, CM Ringle - Long range planning, 2012 - Elsevier
Every discipline needs to frequently review the use of multivariate analysis methods to
ensure rigorous research and publications. Even though partial least squares structural …

Impact of ICT development on economic growth. A study of OECD European union countries

A Fernández-Portillo, M Almodóvar-González… - Technology in …, 2020 - Elsevier
Most of the scientific literature recognizes a positive impact of Information and
Communication Technologies (ICT) on economic growth. In contrast, different investigations …

Partial least squares structural equation modeling

M Sarstedt, CM Ringle, JF Hair - Handbook of market research, 2021 - Springer
Partial least squares structural equation modeling (PLS-SEM) has become a popular
method for estimating path models with latent variables and their relationships. A common …

[HTML][HTML] Partial least squares structural equation modeling-based discrete choice modeling: an illustration in modeling retailer choice

JF Hair, CM Ringle, SP Gudergan, A Fischer, C Nitzl… - Business …, 2019 - Springer
Commonly used discrete choice model analyses (eg, probit, logit and multinomial logit
models) draw on the estimation of importance weights that apply to different attribute levels …

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] Estimation issues with PLS and CBSEM: Where the bias lies!

M Sarstedt, JF Hair, CM Ringle, KO Thiele… - Journal of business …, 2016 - Elsevier
Discussions concerning different structural equation modeling methods draw on an
increasing array of concepts and related terminology. As a consequence, misconceptions …

On comparing results from CB-SEM and PLS-SEM: Five perspectives and five recommendations

EE Rigdon, M Sarstedt, CM Ringle - Marketing: ZFP–Journal of Research …, 2017 - JSTOR
To estimate structural equation models, researchers can draw on two main approaches:
Covariance-based structural equation modeling (CB-SEM) and partial least squares …

Choosing PLS path modeling as analytical method in European management research: A realist perspective

EE Rigdon - European Management Journal, 2016 - Elsevier
Today, there is heightened controversy about the value of partial least squares (PLS) path
modeling as a quantitative research method, including within the domain of European …

European management research using partial least squares structural equation modeling (PLS-SEM).

NF Richter, G Cepeda, JL Roldán, CM Ringle - 2016 - psycnet.apa.org
This editorial discusses the employment of partial least squares structural equation
modeling applications in the European management context from a strategy and marketing …