How to Use Data to Drive Performance
Words like "data" and "metrics" can cause eyes to glaze over or even strike fear in the heart of employees. (Many of us have seen metrics used in negative or punitive ways.) When used properly, performace data can focus energy, connect people to the mission, and inspire innovation. Metrics can even be used to tap into drivers of employee enagagement. There have been many spectacularly successful examples of using data to drive performance in government agencies, such as CompStat, CitiStat, SomerStat, and others. The resources on this page can help you get started.
Articles
- What We've Learned About Policing, by William J. Bratton and William Andrews
How Bill Bratton's leadership transformed the NY Police Department in the 1990s.
- The CitiStat Model: How Data-Driven Government Can Increase Efficiency & Effectiveness, by Teresita Perez and Reece Rushing
Provides a nice summary of the successes of Baltimore's CitiStat program.
- The Seven Big Errors of PerformanceStat, by Robert D. Behn
Concise explanation of why many efforts to replicate the success of CompStat and CitiStat are often unsuccessful.
- When Performance Measures Go Horribly Wrong, By Russ Linden
Performance measures can have unintended consequences. Russ Linden has some suggestions on how to avoid some of the most common pitfalls.
- The Perils of Performance Measurement, by Babak Armajani
Helpful suggestions on how to choose good metrics and build a culture of performance measurement.
- Performance Accountability: The Five Building Blocks and Six Essential Practices, by Shelley H. Metzenbaum
Excellent explanation of how managers can use performance data effectively with their team.
Books
The PerformanceStat Potential: A Leadership Strategy for Producing Results
Robert D. Behn spent 10 years researching this superb book, distilling the key lessons of CompStat, CitiStat and the many, many programs that have tried to replicate their success. Behn provides a potent list of what is necessary for a successful “Stat” initiative. Many of his key points focus on motivational issues, i.e. what will get managers and staff to take the Stat initiative seriously and do the hard and creative work required to improve performance. Includes great tips on how to identify objectives, assign accountability, collect and analyze data, conduct Stat meetings, follow up on the meetings, and persist in making the long-term leadership commitment that is required. For starters you may find it useful to watch a webinar in which Dr. Behn summarizes some of the key insights from the book. Read More...
How to Measure Anything: Finding the Value of Intangibles in Business
The Turnaround: How America's Top Cop Reversed the Crime Epidemic