articleIndustrial Management & Data SystemsOct 17, 2016Closed access

Mediation analysis in partial least squares path modeling

Universität der Bundeswehr München · Universidad de Sevilla

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Abstract

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. However, many researchers continue to use outdated methods to test mediating effects in PLS, which can lead to erroneous results. One reason for the use of outdated methods or even the lack of their use altogether is that no systematic tutorials on PLS exist that draw on the newest statistical findings. The paper aims to discuss these issues. Design/methodology/approach This study illustrates the state-of-the-art use of mediation analysis in the context of…

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Authors

3

Topics & keywords

Keywords
  • Mediation
  • Path analysis (statistics)
  • Structural equation modeling
  • Partial least squares regression
  • Context (archaeology)
  • Computer science
  • Management science
  • Data science
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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