LEADERSHIP GOVERNANCE DASHBOARDS: DESIGNING SCORECARDS, HEAT MAPS AND DATA-ETHICS PROTOCOLS FOR EXECUTIVE BEHAVIORAL RISK MONITORING
- Founder and Principal Researcher, Trayi Vani Foundation, India; Developer of The Inner Engine Framework for Conscious Leadership Assessment; Author of Trayi Vani Eternal Verses on Peace, Silence & Discernment; Saviour Green Isle, Crossing Republik, Ghaziabad - 201016, Uttar Pradesh, India. ORCID: 0009-0009-1805-3075.
- Director, Narsingh Consultants Private Limited, India, ORCID: 0009-0007-7695-7684.
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Abstract
Organizations increasingly use dashboards for finance, operations, safety, project delivery, customer experience, and compliance, yet leadership behavior often remains outside comparable governance visibility. This conceptual and design-oriented paper develops a Leadership Governance Dashboard model based on the Total Leadership Index (TLI). The model converts multi-source leadership audit evidence into weighted scorecards, pillar-wise maturity scores, behavioral heat maps, rater-variance diagnostics, trend signals, red-flag alerts, development actions, and auditable governance reviews. The paper argues that leadership analytics should not be framed as punitive surveillance, popularity ranking or personality scoring; it should be treated as governance intelligence that helps institutions detect behavioral risk before it becomes trust erosion, communication failure, ethical drift or execution disorder.
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Dr. Alok Kumar Bhargava (2026); LEADERSHIP GOVERNANCE DASHBOARDS: DESIGNING SCORECARDS, HEAT MAPS AND DATA-ETHICS PROTOCOLS FOR EXECUTIVE BEHAVIORAL RISK MONITORING, Jana Nexus: Journal of Computer Science, 2 (07), 01-11, ISSN (O): 3108-1916. DOI: https://doi.org/10.21474/JNCS01/141
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