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In this context there is still a need for objective data to understand the implications of these design decisions. We aim to contribute by using automated data collection to study how ABW\u2019s principles impact office usage and dynamics.<\/jats:p><jats:p>To this aim we analyse team dynamics and employees\u2019 tie strength in relation to space usage and organisational hierarchy using data collected with wearable devices in a company adopting ABW principles. Our findings show that the office fosters interactions across team boundaries and among the lower levels of the hierarchy suggesting a strong lateral communication. Employees also tend to have low space exploration on a daily basis which is instead more prevalent during an average week and strong social clusters seem to be resisting the ABW principles of space dynamics. With the availability of two additional data sets about social encounters in traditional offices we highlight traits emerging from the application of ABW\u2019s principles. In particular, we observe how the absence of designated desks might be responsible for more rapid dynamics inside the office.<\/jats:p><jats:p>In more general terms, this work opens the door to new and scalable technology-based methodologies to study dynamic office usage and social interactions.<\/jats:p>","DOI":"10.1145\/3130951","type":"journal-article","created":{"date-parts":[[2017,9,11]],"date-time":"2017-09-11T12:12:26Z","timestamp":1505131946000},"page":"1-24","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Detecting Emerging Activity-Based Working Traits through Wearable Technology"],"prefix":"10.1145","volume":"1","author":[{"given":"Alessandro","family":"Montanari","sequence":"first","affiliation":[{"name":"Computer Laboratory, University of Cambridge"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cecilia","family":"Mascolo","sequence":"additional","affiliation":[{"name":"Computer Laboratory, University of Cambridge"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kerstin","family":"Sailer","sequence":"additional","affiliation":[{"name":"Space Syntax Laboratory, University College London"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sarfraz","family":"Nawaz","sequence":"additional","affiliation":[{"name":"Computer Laboratory, University of Cambridge"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,9,11]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2011.09.004"},{"key":"e_1_2_1_2_1","series-title":"MIT Press Books","volume-title":"Managing the Flow of Technology: Technology Transfer and the Dissemination of Technological Information Within the R8D Organization","author":"Allen Thomas J","year":"1984","unstructured":"Thomas J Allen . 1984. 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