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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 Application of XAI in Integrating Democratic and Servant Leadership to Enhance the Performance of Manufacturing Industries in Ethiopia Subject The topic of the resource Democratic leadership; LIME; Manufacturing industries; Organizational learning; Performance; Regression; SEM; Servant leadership; SHAP; XAI Description An account of the resource This study tests the conceptual model theorizing democratic leadership, servant leadership, learning organization, and performance of manufacturing industries using Structural Equation Modeling (SEM). The impact of democratic and servant leadership on learning organizations and the performance of manufacturing industries in Ethiopia is analyzed, and the role of learning organizations as a mediating variable is examined. Confirmatory Factor Analysis was performed, which includes a well-established Chi-square test, the Chi-square ratio to degrees of freedom, the goodness-of-fit index, the TuckerLewis index, the comparative fit index, the adjusted goodness-of-fit, and the root mean square error of approximation. Further, the performance of manufacturing industries has been assessed using XAI which helps in having a higher clarity on understanding the complexities in production. Based on linear regression, two methods SHAP and LIME have been used for precise predictions and forecast for future production plans in the manufacturing industry. This research contributes to the existing body of knowledge by dissecting the nuanced relationships between the two leadership styles and learning organization and further, their implications for an organizations performance. The findings of the study would provide insights for policymakers and practitioners to improve the performance of manufacturing industries. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. Creator An entity primarily responsible for making the resource Badada B.; Delina G.; Krishnaraj R.; Thiruthuvanathan M.M. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-1116 LNNS, pp. 123-138. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH 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/10.1007/978-981-97-6995-7_10" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-97-6995-7_10</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85215694369&amp;doi=10.1007%2F978-981-97-6995-7_10&amp;partnerID=40&amp;md5=f6ca225acc3691a12289000e3e73096a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85215694369&amp;doi=10.1007%2f978-981-97-6995-7_10&amp;partnerID=40&amp;md5=f6ca225acc3691a12289000e3e73096a</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981976994-0 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Badada B., Kalasalingam Academy of Research and Education (Deemed to be University), Tamil Nadu, Krishnankoil, Srivilliputhur, 626126, India; Delina G., Kalasalingam Academy of Research and Education (Deemed to be University), Tamil Nadu, Krishnankoil, Srivilliputhur, 626126, India; Krishnaraj R., Dambi Dolo University, Dembi Dollo, 000260, Ethiopia; Thiruthuvanathan M.M., Christ (Deemed to be University), Karnataka, Bengaluru, 560029, India