Partial least squares (PLS) in operations management research: Insights from a systematic literature review

E Bayonne, JA Marin-Garcia, R Alfalla-Luque - Journal of Industrial …, 2020 - jiem.org
Purpose: The present paper aims to analyze the Operations Management (OM) research
between 2014 and 2018 that has made use of Partial Least Squares (PLS) to determine …

[图书][B] Structural equation modelling with partial least squares using Stata and R

M Mehmetoglu, S Venturini - 2021 - taylorfrancis.com
Partial least squares structural equation modelling (PLS-SEM) is becoming a popular
statistical framework in many fields and disciplines of the social sciences. The main reason …

Combining visual and noise characteristics of a neighborhood environment to model residential satisfaction: An application using GIS-based metrics

S Youssoufi, H Houot, G Vuidel, S Pujol… - Landscape and Urban …, 2020 - Elsevier
This paper focuses on the combined impact of sound and visibility features on residential
satisfaction in a suburban context. Based on a modeling approach, the study presents an …

Multigroup analysis in information systems research using PLS-PM: A systematic investigation of approaches

M Klesel, F Schuberth, B Niehaves… - ACM SIGMIS Database …, 2022 - dl.acm.org
Heterogeneity is a pertinent issue in Information Systems (IS) research because human
behavior often differs across groups. In the partial least squares path modeling (PLS-PM) …

The social process of internet appropriation: Living in a digitally advanced country benefits less well-educated Europeans

G Lamberti, J Lopez-Sintas, J Sukphan - Telecommunications Policy, 2021 - Elsevier
We generalize and extend the sequential model proposed by the resources and
appropriation theory to explain the digital divide in the European Union plus the United …

Work climate drivers and employee heterogeneity

G Lamberti, T Aluja Banet… - The International Journal …, 2022 - Taylor & Francis
We examined how sociodemographic variables affect the relationship between work climate
constructs (motivation, satisfaction, and loyalty) and work climate drivers (empowerment …

Explaining the digital divide in the European Union: the complementary role of information security concerns in the social process of internet appropriation

G Lamberti, J Lopez-Sintas… - Information Technology for …, 2023 - Taylor & Francis
Most theoretical and empirical explanations of the generation of digital divides have been
integrated into the resources and appropriation theory, which proposes a sequential model …

Hybrid multigroup partial least squares structural equation modelling: an application to bank employee satisfaction and loyalty

G Lamberti - Quality & Quantity, 2023 - Springer
We describe a practical approach to tackling observed heterogeneity using partial least
squares structural equation modelling (PLS-SEM) when the number of categorical variables …

The impact of internet use on leisure: Gender and age heterogeneity in young people

G Lamberti, J López-Sintas… - Journal of Leisure …, 2023 - Taylor & Francis
We explore internet use and in-person leisure activities in young people depending on
gender and age in an endeavor to uncover primary sources of heterogeneity in that …

University image, hard skills or soft skills: Which matters most for which graduate students?

G Lamberti, AB Tomas, T Laura - Quality & Quantity, 2023 - Springer
We explore the relationships between student satisfaction and its antecedents—perceived
value, university image, and perceived quality—from the perspective of employed graduate …