I started with ridership and on-time performance, which felt obvious the moment I said it out loud.
Start by clarifying the goal of BART as a public transit system—balancing rider experience, operational efficiency, and societal impact. Then propose a metrics framework that ties leading and lagging indicators to these goals, and explain how you would prioritize and iterate on them.
Pro tip: Acknowledge that BART is a public service, not a profit-driven product, so success metrics must include social and environmental outcomes alongside rider satisfaction and operational performance. Show you can balance competing stakeholder needs.
Identify key stakeholders (riders, operators, government, community) and what success means for each. For example, riders want reliability and affordability; operators want efficiency and safety; the community wants reduced congestion and emissions.
Translate each stakeholder goal into quantifiable metrics. Use a mix of leading indicators (e.g., app engagement, station cleanliness scores) and lagging indicators (e.g., ridership, on-time performance, customer satisfaction).
Use a prioritization framework like HEART or OKRs to select a balanced set of metrics. Consider impact, actionability, and cost of measurement. Avoid vanity metrics.
Define baseline values and ambitious but achievable targets for each metric. Establish a regular review cadence (e.g., weekly for operational, quarterly for strategic) to track progress and adjust.
Use the metrics to drive decisions, A/B test improvements, and communicate impact to stakeholders. Be ready to refine metrics as the system evolves.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.