Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Construct modelling, statistical analysis and empirical validation using PLS-SEM: a step-by-step guide of the analysis procedure Subject The topic of the resource measurement model; partial least square-structured equation modelling; PLS-SEM; smart-PLS; structural model Description An account of the resource Partial least square-structured equation modelling (PLS-SEM) is a widely accepted tool for statistical analysis in social science research. The complex architecture of PLS-SEM sometimes makes it difficult for users to understand the taxonomy, nomenclature, or process of statistical analysis. This research study proposes summarising the procedure adopted in PLS-SEM for data analysis. Measurement evaluation and structural model was the subject of discussion, with a focus on the statistical techniques employed. Furthermore, the threshold values corresponding to statistical tools under measurement and structural model were also provided. The inference of these threshold values were also discussed with an eye on improving researchers awareness and understanding. The discussion about the methodology adopted in statistical analysis with the help of PLS-SEM is also reported. Finally, the limitations of the research work were presented, and further study directions were streamlined. 2024 Inderscience Enterprises Ltd. Creator An entity primarily responsible for making the resource Vishnoi S.Kr.; Mathur S.; Bagga T.; Singhal A.; Rawal P.; Sharma S.; Yadav R. Source A related resource from which the described resource is derived International Journal of Data Analysis Techniques and Strategies, Vol-16, No. 2, pp. 162-180. Publisher An entity responsible for making the resource available Inderscience Publishers Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1504/IJDATS.2024.137877" target="_blank" rel="noreferrer noopener">https://doi.org/10.1504/IJDATS.2024.137877</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191978288&amp;doi=10.1504%2FIJDATS.2024.137877&amp;partnerID=40&amp;md5=520511ce09b2e6a1c7cd26790acf98fd" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191978288&amp;doi=10.1504%2fIJDATS.2024.137877&amp;partnerID=40&amp;md5=520511ce09b2e6a1c7cd26790acf98fd</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 17558050 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Vishnoi S.Kr., Department of Marketing, Institute of Management Studies, UP, Ghaziabad, 201009, India; Mathur S., Christ University, Delhi NCR, 201003, India; Bagga T., Faculty of Management, Department of Management Studies, Jamia Millia Islamia, New Delhi, 110025, India; Singhal A., Institute of Management Studies, UP, Ghaziabad, 201009, India; Rawal P., Institute of Management Studies, UP, Ghaziabad, 201009, India; Sharma S., Christ University, Delhi NCR, 201003, India; Yadav R., Amity School of Business, AUUP, 201313, India