Purpose Expanded awareness and application of recent PLS-SEM reporting practices were again called for by Hair (2022) in his PLS 2022 Keynote Address. This paper aims to analyze and extend the application of PLS-SEM in Industrial Management and Data Systems (IMDS) to focus on trends emerging in...

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 However, many researchers continue to use outdated...

The importance of the customer's role in the management of a firm has been increasing for the last twenty years. A firm's organizational capabilities, both internally and externally oriented, are essential for increasing customer value creation and the focus of this paper is on market...