We'd appreciate your feedback. Send feedback Subscribe to our newsletters and alerts


Annals of Organizational Culture, Leadership and External Engagement Journal

2023 Volume 4

Artificial Neural Networks in Leadership Research: Linking Servant Leadership and Work Meaningfulness to Organizational Inclusion


,
  1. Department of Management, Faculty of Business, Sorbonne University, Paris, France.
Abstract

In the contemporary business world, organizations aim to actively engage all employees in core activities to improve outcomes and minimize internal disputes. However, growing workforce diversity has made inclusion an increasingly complex task for leaders. True inclusion depends simultaneously on employees finding their work meaningful and on leaders who can inspire active involvement from everyone. When these elements are missing, alienation and negative attitudes often arise, leading to tension, dissatisfaction, and reduced unity. This study suggests that servant leadership, grounded in the philosophy of “serving others,” can substantially enhance organizational inclusion through work meaningfulness. To test this assumption, structural equation modeling (SEM) was utilized to analyze both direct and mediated/moderated influences of servant leadership on inclusion via meaningful work. Additionally, data collected from 400 Turkish employees in both service and manufacturing sectors were examined using an artificial neural network (ANN) approach. Employing a multilayer perceptron model, the research predicts the influence of servant leadership and work meaningfulness on inclusion, considering gender, age, and experience as mediating factors. The outcomes reveal that servant leadership and meaningful work exert a strong and positive impact on inclusion within organizations.


How to cite this article
Vancouver
Laurent C, Martin P. Artificial Neural Networks in Leadership Research: Linking Servant Leadership and Work Meaningfulness to Organizational Inclusion. Ann Organ Cult Leadersh Extern Engagem J. 2023;4:186-203. https://doi.org/10.51847/4RUcTbUh78
APA
Laurent, C., & Martin, P. (2023). Artificial Neural Networks in Leadership Research: Linking Servant Leadership and Work Meaningfulness to Organizational Inclusion. Annals of Organizational Culture, Leadership and External Engagement Journal, 4, 186-203. https://doi.org/10.51847/4RUcTbUh78

About APSSHS