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Keywords: Partial least squares
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Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2021) 121 (1): 5–11.
Published: 15 October 2020
...-validation Partial least squares PLS-SEM Out-of-sample prediction Structural equation modeling Structural equation modeling (SEM) is an essential analytical tool in social sciences research, including information systems. Since its introduction composite-based PLS-SEM has been viewed as serving...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2020) 120 (12): 2297–2317.
Published: 12 September 2020
... and strategic-hard EFQM factors and the organisational results (customers, people, society and key results). Design/methodology/approach From a causal-predictive perspective, four EEM models, designed for each organisational result, are compared applying partial least squares structural equation modelling...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2020) 120 (12): 2243–2267.
Published: 03 August 2020
...Nicole Franziska Richter; Sandra Schubring; Sven Hauff; Christian M. Ringle; Marko Sarstedt Purpose This research introduces the combined use of partial least squares–structural equation modeling (PLS-SEM) and necessary condition analysis (NCA) that enables researchers to explore and validate...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2020) 120 (12): 2269–2296.
Published: 13 July 2020
... their organisational agility. Business to business Partial least squares Absorptive capacity Organisational performance IT assimilation Organisational agility Traditionally, both academic researchers and business managers have shown significant interest in understanding how corporate value can...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2017) 117 (1): 2–31.
Published: 06 February 2017
...) by performing a multiple mediator analysis. Design/methodology/approach The empirical research was conducted in Spanish SMEs. A questionnaire was distributed among managers of these companies. Thus, with a final sample of 481 cases and using consistent partial least squares structural equation modelling...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2016) 116 (9): 1887–1900.
Published: 17 October 2016
...Georg Fassott; Jörg Henseler; Pedro S. Coelho Purpose The purpose of this paper is to explain how to model moderating effects of composites using partial least squares (PLS) path modeling. It provides the methodological underpinning of moderating effects in general and describes the various...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2016) 116 (9): 1967–1986.
Published: 17 October 2016
... the relationships proposed by the theoretical model. A consistent version of the partial least square structural equation modeling (PLS-SEM) approach is used to assess the proposed hypotheses. Findings Although the statistical analyses did not provide support for the hypothesized effects of team size on virtual...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2016) 116 (9): 1849–1864.
Published: 17 October 2016
...Christian Nitzl; Jose L. Roldan; Gabriel Cepeda Purpose Indirect or mediated effects constitute a type of relationship between constructs that often occurs in partial least squares (PLS) path modeling. Over the past few years, the methods for testing mediation have become more sophisticated...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2014) 114 (1): 21–36.
Published: 28 January 2014
..., and green purchasing to represent the moderator stakeholder involvement in sustainability. The model is assessed using data collected from a sample of 257 manufacturing managers working for US manufacturing plants. A partial least squares structural equation modeling approach is used to statistically assess...
Journal Articles
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2011) 111 (9): 1511–1530.
Published: 27 September 2011
... characteristics (STC), and; organizational‐process characteristics (OPC) (Figure 1). To test these factors, we collected survey data from a national telecom company where an ERP system has been in operation for several years, and we employed partial least squares (PLS) to analyse the data. Several theories...
