Toolkit
  1. INTRODUCTION TO THE TOOLKIT

  2. INTRODUCTION TO EVALUATION

  3. PLAN YOUR EVALUATION

  4. IMPLEMENT YOUR EVALUATION

Reliability and Validity

Most data collection methods require some type of data collection instrument. There are two important concepts to be aware of in instrument design: reliability and validity.

Reliability is the degree to which your assessment produces consistent results over many uses. For instance, say a person is asked the same questions on two consecutive days (without an intervention taking place in between); if the instrument is reliable, their responses should be the same both times. Or, say two different observers review a videotaped counseling session to document specific behaviors; if the observation tool they are using is reliable, they should score the session similarly.

Validity is the degree which your assessment actually measures what you intend it to measure. A simple example is that a ruler is a valid measuring device for length, but would not be valid for measuring weight. In the context of evaluation, using mixed methods can help you be more confident that you are measuring what you intend to measure when collecting data. If a survey question and another method, such as observation, produce similar results, the survey question is probably valid.

The best assessments will be both reliable and valid—they produce stable results that reflect your intended measures. A test that has a high level of reliability but low validity may give you consistent results, but they will be inaccurate. Similarly, a test with low reliability cannot give you valid results.

You may not have to start from scratch when you design your instrument. There are many questions and instruments that have been developed and tested for reliability and validity by other organizations that may be suitable to adapt to your evaluation. If you are designing your own instrument, make sure it is measuring what you intend it to measure and that it is doing so consistently.

Northwest Center for Public Health Practice (NWCPHP) promotes excellence in public health practice and provides training, research and evaluation for state, local, and tribal public health. Content and resource materials from the Data Collection in Program Evaluation module developed by NWCPHP, have been adapted for use in this toolkit for educational purposes with permission from the Northwest Center for Public Health Practice, University of Washington.