This presentation addresses factors to consider when using accelerometers to measure physical activity in research studies. Topics include device selection, logistical concerns such as distribution and return, and data reduction. Recommendations from a recent workshop on accelerometry are presented as well as examples from experience with accelerometer use in the National Health and Nutrition Examination Survey.