Our approach has been to build OpenActigraphy using open-source components and transparently implement research-quality algorithms validated in the scientific literature. Therefore, a scientist reviewing the data from OpenActigraphy can understand how the health indicators were calculated, the algorithms used and their implementation details. OpenActigraphy hopes to break research free of closed, proprietary accelerometer software, so that data may be analysed transparently.