Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing

JF Hair Jr, M Sarstedt - Journal of Marketing Theory and Practice, 2021 - Taylor & Francis
The emergence of digital data and the methods used to analyze them are revolutionizing
marketing research. The vast quantity of data offers marketing researchers countless …

Corporate reputation in management research: a review of the literature and assessment of the concept

A Veh, M Göbel, R Vogel - Business research, 2019 - Springer
The study of reputation figures prominently in management research, yet the increasing
number of publications makes it difficult to keep track of this growing body of literature. This …

Predictive model assessment and selection in composite-based modeling using PLS-SEM: extensions and guidelines for using CVPAT

PN Sharma, BD Liengaard, JF Hair… - European journal of …, 2022 - emerald.com
Purpose Researchers often stress the predictive goals of their partial least squares structural
equation modeling (PLS-SEM) analyses. However, the method has long lacked a statistical …

Stock market reactions to adverse ESG disclosure via media channels

JB Wong, Q Zhang - The British Accounting Review, 2022 - Elsevier
This study examines the value relevance of corporate reputation risks (CRR) from adverse
media coverage of environmental, social and governance (ESG) issues on stock …

Demystifying the role of causal-predictive modeling using partial least squares structural equation modeling in information systems research

W Chin, JH Cheah, Y Liu, H Ting, XJ Lim… - … Management & Data …, 2020 - emerald.com
Purpose Partial least squares structural equation modeling (PLS-SEM) has become popular
in the information systems (IS) field for modeling structural relationships between latent …

How to specify, estimate, and validate higher-order constructs in PLS-SEM

M Sarstedt, JF Hair Jr, JH Cheah… - Australasian …, 2019 - journals.sagepub.com
Higher-order constructs, which facilitate modeling a construct on a more abstract higher-
level dimension and its more concrete lower-order subdimensions, have become an …

Addressing endogeneity in international marketing applications of partial least squares structural equation modeling

GTM Hult, JF Hair Jr, D Proksch… - Journal of …, 2018 - journals.sagepub.com
Partial least squares structural equation modeling (PLS-SEM) has become a key method in
international marketing research. Users of PLS-SEM have, however, largely overlooked the …

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 …

[PDF][PDF] The impact of social media influencers on purchase intention and the mediation effect of customer attitude

XJ Lim, AM Radzol, J Cheah… - Asian journal of business …, 2017 - researchgate.net
Social media influencers are first explored in the advertising field, particularly to create buzz
in the younger markets and further expand social media coverage in businesses. This study …

[Књига][B] Advanced issues in partial least squares structural equation modeling

J Hair Jr, JF Hair Jr, M Sarstedt, CM Ringle… - 2023 - books.google.com
The Second Edition of Advanced Issues in Partial Least Squares Structural Equation
Modeling offers a straightforward and practical guide to PLS-SEM for users ready to go …