The workshop on PLS-SEM using SMARTPLS4 is tailored for university faculty and students who seek to deepen their understanding of second generation data analytic tools. During the workshop participants received personalized coaching and practical experience. They worked on real datasets with research questions and leaned to report the results effectively. Additionally, the workshop guides publications in quality journals where PLIS is widely accepted.