Workforce management has always been an essential consideration by businesses worldwide to improve organizational efficiency. The measurement of diversified labor present in modern Philippine companies has never been viable as generational and cultural differences shape and influences one’s leadership behavior, decision-making, and style. Employee motivation, multigenerational cohort, interpersonal skills, work values, and organizational culture significantly affect company leaders’ perceived effectiveness, resulting in varying management styles and approaches applicable to service companies. This study aimed to determine significant variables affecting the perceived leadership effectiveness and metacognition between multigenerational management clusters among service companies integrating behavioral theories such as Generational Cohort Theory (GCT) and Theory of Planned Behavior (TPB). Through self-administered questionnaires, data was utilized for multivariate analysis through structural equation modeling using the SPSS statistical software and SPSS AMOS 29 software and random forest classifier utilizing Python 5.1. Results showed that Motivation, Managerial Cohort, Organizational Culture, and Work values have a high-level relationship with Perceived Behavioral Control, Attitude Towards Behavior, and Social Norms. The results presented could be utilized in evaluating the management sector in service industries to provide and develop an optimum approach to leadership management. Managerial insights and suggestions are shown in the study.
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