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 Book Chapter Book Chapter Faculty Publications- Book Chapter 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 Data: An Anchor for Decision- Making to Build the Future Workforce Management System Description An account of the resource In this digital era, the change in business environments and the nature of work lead to skill gaps. Training the workforce on desired skill sets must fill these skill gaps. Data play a crucial role in identifying the skills needed and helping organizations to plan the future workforce. Data is essential for any organizations growth and success in the dynamic market. Knowing the skill set in advance allows organizations and individuals to plan the business and skill requirements well. The way work is done may be impacted by these structural changes as the world is changing swiftly. Building the abilities necessary for the uncertain environments of the present and future environments is also crucial for training the employees. However, such skills must first be acknowledged and appreciated before being developed. Empirical data must support the methodology for valuing such abilities and skills. This chapter outlines the significance of data in skill identification for individuals to be future-ready. Finding the most relevant abilities in a given environment is the first step toward their formalization and acceptance at the systems level. It also presents the importance of creating skill matrices for students and organizations. The skill matrix objectively quantifies skill value for specific occupations and the possible trajectories to acquire those skill sets. This metric will allow policymakers to navigate this fast-changing workforce landscape and focus resources to ensure that skills are needed as students transition into the workforce and have skills that enable them to transition. 2024 selection and editorial matter, Alex Khang, Sita Rani, Rashmi Gujrati, Hayri Uygun, and Shashi Kant Gupta; individual chapters, the contributors. Creator An entity primarily responsible for making the resource Shukla S.; Rishiraj A.; Lucas Y. Source A related resource from which the described resource is derived Designing Workforce Management Systems for Industry 4.0: Data-Centric and AI-Enabled Approaches, pp. 65-83. Publisher An entity responsible for making the resource available CRC Press Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1201/9781003357070-5" target="_blank" rel="noreferrer noopener">https://doi.org/10.1201/9781003357070-5</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85173886314&amp;doi=10.1201%2F9781003357070-5&amp;partnerID=40&amp;md5=b377968065858b0c71e6f2177d041b9b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85173886314&amp;doi=10.1201%2f9781003357070-5&amp;partnerID=40&amp;md5=b377968065858b0c71e6f2177d041b9b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-100092334-6; 978-103240824-8 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 Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Shukla S., CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Rishiraj A., CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Lucas Y., CHRIST (Deemed to be University), Karnataka, Bengaluru, India