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Performance Measurement Fundamentals

What is Performance Measurement?
Performance measurement is the use of statistical evidence to determine progress toward specific defined organizational objectives.  This includes both evidence of actual fact, such as measurement of pavement surface smoothness, and measurement of customer perception such as would be accomplished through a customer satisfaction survey. In a service industry such as transportation, the performance measurement process starts by defining precisely the services that the organization promises to provide, including the quality or level of service (e.g. timeliness, reliability, etc.) that is to be delivered.  The performance measurement process starts by defining the services that the organization promises to provide.  There are often good opportunities for collecting feedback from system users in “real time,” since the transportation service is often “consumed” at the same time it is “produced.”  Performance measures provide information to managers about how well that bundle of services is being provided.  Performance measures should reflect the satisfaction of the transportation service user, in addition to those concerns of the system owner or operator.
(after NCHRP Project 8-32(2), "Performance-Based Planning Manual (Preliminary Draft)")

An alternate, more succinct definition from the National Performance Review:
Performance measurement: A process of assessing progress toward achieving predetermined goals, including information on the efficiency with which resources are transformed into goods and services (outputs), the quality of those outputs (how well they are delivered to clients and the extent to which clients are satisfied) and outcomes (the     results of a program activity compared to its intended purpose), and the effectiveness of government operations in terms of their specific contributions to program objectives.

Why Have Performance Measurement?

  • Set goals and standards

  • Detect and correct problems

  • Manage, describe, and improve processes

  • Document accomplishments

In general, a good measure:

  • Is accepted by and meaningful to the customer

  • Tells how well goals and objectives are being met

  • Is simple, understandable, logical, and repeatable

  • Shows a trend

  • Is unambiguously defined

  • Allows for economical data collection

  • Is timely

  • Is sensitive

A successful performance measurement system:

  • Comprises a balanced set of a limited vital few measures

  • Produces timely and useful reports at a reasonable cost

  • Displays and makes readily available information that is shared, understood, and used by an organization

  • Supports the organization's values and the relationship the organization has with customers, suppliers, and stakeholders

A typical definition of a measure includes

  • A specific goal or objective

  • Data requirements, such as the population the metric will include, the frequency of measurement, and the data source

  • The calculation methodology, including required equations and precise definition of key terms

  • Reports in which the data will appear and the graphic presentation that will eventually be used to display the data

  • Any other relevant rationale for the measure

A clear data collection plan helps streamline the data collection process:

  • Identify how much data need to be collected, the population from which the data will come, and the length of time over which to collect the data.

  • Identify the charts and graphs to be used, the charting frequency, the type of comparison to be made, and the calculation methodology.

  • Identify the characteristics of the data to be collected attribute data are things that can be counted; variable data are things that can be measured.

  • If the performance measure is new, try to identify existing data sources or create new sources. All data sources need to be credible and cost effective.

Source: Serving The American Public: Best Practices In Performance Measurement (http://govinfo.library.unt.edu/npr/library/papers/benchmrk/nprbook.html)