1. PSY2014M: The Rise of Consumer Health Wearables Dr David A. Ellis

2. Imagine

3. Example

4. The Rise (Google Ngrams)

5. Today

6. What can consumer wearables do?

7. Prevention & Diagnosis Depression, heart disease, diabetes – all require careful monitoring They can also be prevented (to an extent). Chen et al (2014) Depression Patel et al (2012) Parkinson Disease Previous interventions have used PC’s (e.g. Sleepio)

8. Can we rely on wearable-generated data? Medicines and Healthcare Products Regulatory Agency (MHRA) ‘products for sports and leisure purposes are not to be considered to be medical devices’ Really? Sports products

9. Reliability (in the news today!)

10. Reliability

11. Validity (BITalino)

12. Arduino

13. Cost

14. Into the Cloud You own nothing! Fitbit Strava Anonymous data….

15. Digital Traces de Montjoye et al (2013)

16. Can they change behaviour? We don’t really know Cause and effect Pedometers (e.g. Bravata et al 2007) What about harm?

17. Seminar task I want you to design and cost a wearable piece of technology that will help answer a specific research question. What will it be made of (BITalino + Arduino) Will it involve a smartphone or computer? How much will it cost? What will the data look like? How will this data answer your question?

18. References Bravata, D. M., Smith-Spangler, C., Sundaram, V., Gienger, A. L., Lin, N., Lewis, R.,... & Sirard, J. R. (2007). Using pedometers to increase physical activity and improve health: a systematic review. Jama, 298(19), 2296-2304. Chen, Z., Chen, Y., Hu, L., Wang, S., Jiang, X., Ma, X.,... & Campbell, A. T. (2014, September). ContextSense: unobtrusive discovery of incremental social context using dynamic bluetooth data. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (pp. 23-26). ACM. de Montjoye, Y. A., Hidalgo, C. A., Verleysen, M., & Blondel, V. D. (2013). Unique in the Crowd: The privacy bounds of human mobility. Scientific reports,3. Patel, S., Park, H., Bonato, P., Chan, L., & Rodgers, M. (2012). A review of wearable sensors and systems with application in rehabilitation. Journal of neuroengineering and rehabilitation, 9(1), 21. Ritterband, L. M., & Thorndike, F. P. (2012). The further rise of internet interventions. Sleep, 35(6), 737.