Abstract
AbstractBackgroundMany aspects of our lives are now digitized and connected to the internet. As a result, individuals are now creating and collecting more personal data than ever before. This offers an unprecedented chance for human-participant research ranging from the social sciences to precision medicine. With this potential wealth of data come practical problems (such as how to merge data streams from various sources), as well as ethical problems (such as how to best balance risks and benefits when enabling personal data sharing by individuals).ResultsTo begin to address these problems in real time, we present Open Humans, a community-based platform that enables personal data collections across data streams, giving individuals more personal data access and control of sharing authorizations, and enabling academic research as well as patient-led projects. We showcase data streams that Open Humans combines (e.g. personal genetic data, wearable activity monitors, GPS location records and continuous glucose monitor data), along with use cases of how the data facilitates various projects.ConclusionsOpen Humans highlights how a community-centric ecosystem can be used to aggregate personal data from various sources as well as how these data can be used by academic and citizen scientists through practical, iterative approaches to sharing that strive to balance considerations with participant autonomy, inclusion, and privacy.
Publisher
Cold Spring Harbor Laboratory
Reference102 articles.
1. Using Twitter for Demographic and Social Science Research: Tools for Data Collection and Processing;Sociological Methods & Research,2015
2. Personalized medicine beyond genomics: alternative futures in big data—proteomics, environtome and the social proteome;Journal of Neural Transmission,2015
3. Beyond prediction: Using big data for policy problems
4. Vectors into the Future of Mass and Interpersonal Communication Research: Big Data, Social Media, and Computational Social Science;Human Communication Research,2017
5. A New Initiative on Precision Medicine