LeaderBench is a proprietary evaluation instrument that measures the quality of executive decisions across structured scenarios, producing a composite LeaderBench Score grounded in a structured research programme.
The latent construct that LeaderBench measures. Defined as the observable quality of executive decisions across strategic, financial, and organisational dimensions under realistic operating conditions.
The benchmark instrument itself. A structured evaluation framework using calibrated scenarios, multi-dimensional rubrics, and reproducible scoring protocols to measure decision quality at scale.
The composite output of a LeaderBench evaluation. A multi-dimensional score across nine rubric dimensions that provides actionable insight into decision quality patterns and gaps.
Structured decision scenarios calibrated to the organisation's context, covering strategic, financial, and operational dimensions.
Executive decisions are captured through the evaluation framework using standardised protocols that ensure comparability across runs.
Each decision is scored across nine rubric dimensions by calibrated evaluation protocols, producing granular quality profiles.
Results are synthesised into a composite LeaderBench Score with dimension-level breakdowns, benchmarks, and actionable recommendations.
The foundational paper establishing the LeaderBench evaluation architecture, scenario design methodology, and multi-dimensional scoring framework. Defines the scientific construct of Leadership Decision Quality.
Domain-specific validation applying LeaderBench to leadership and strategic decision contexts. Tests construct validity, inter-rater reliability, and score stability across leadership scenarios.
Domain-specific validation for financial decision quality. Applies the FinancialsBench track to investment screening, capital allocation, and financial governance scenarios.
Planned validation studies covering cross-domain generalisability, longitudinal stability, and predictive validity of the LeaderBench Score against real-world decision outcomes.
Private, bespoke evaluation studies for organisations that want early access to the LeaderBench framework. Each study produces a confidential LeaderBench Score with full dimensional analysis.
Recurring evaluation programmes with longitudinal tracking, benchmark comparisons, and board-ready reporting. Designed for organisations committed to measurable decision quality improvement.
Scalable, self-service access to LeaderBench evaluation tools. Only available after repeatability and validity are independently established through the research programme.