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Search Results for ‘data analytics’

The Politics of KPIs: Why Metrics Are Never Truly Neutral

The Politics of KPIs: Why Metrics Are Never Truly Neutral If you present two experienced chief executive officers with precisely the same digital dashboard, one will zero in on cash flow and return on investment.  The other will bypass them and ask to know customer retention, employee engagement, and product penetration rates. Both will be […]

Expert Interviews Series: Rethinking Performance Management in the Age of AI with Dr. Sarah Binsaied

For years, performance management leaned heavily on financial results and annual reviews to tell organizations how they were doing. That picture is changing fast, and few people are watching the shift as closely as Dr. Sarah Binsaied. An Assistant Professor at the Institute of Public Administration in Saudi Arabia, Sarah holds a PhD in Nonprofit […]

KPI Saturation: When Measuring Everything Means Understanding Nothing

In most enterprises, there is at least one, often multiple, dashboards. These glowing arrays of data, updating at lightning speed, are producing weekly reports that land in everyone’s inbox, from the CEO down to the floor supervisor. The platforms used to gather such metrics are significant investments in configuration, and continued investment is required to […]

The KPI Black Market: The Informal Metrics Organizations Actually Trust

The Official Market Modern organizations are obsessed with measurement. Pop into virtually any executive meeting, and you’re likely to find glowing dashboards, reports, infographics, charts, and scorecards packed with performance metrics.  Revenue growth, customer satisfaction, engagement, productivity, utilization, retention, cycle time: if it can be quantified, it’s probably being tracked. This is the Official Market, […]

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