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Although coordination is central to what it means to behave collectively, measures of large-scale coordination in these systems are\n                    <jats:italic>ad hoc<\/jats:italic>\n                    and system specific. The lack of a common quantitative scale makes broad cross-system comparisons difficult. Here we identify a system-independent measure of coordination based on an information-theoretic measure of multivariate dependence and show it can be used in practice to give a new view of even classic, well-studied collective systems. Moreover, we use this measure to derive a novel method for finding the most coordinated components within a system and demonstrate how this can be used in practice to reveal intrasystem organizational structure.\n                  <\/jats:p>","DOI":"10.1007\/s12064-020-00311-9","type":"journal-article","created":{"date-parts":[[2020,3,23]],"date-time":"2020-03-23T12:05:01Z","timestamp":1584965101000},"page":"361-377","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Searching for structure in collective systems"],"prefix":"10.1007","volume":"140","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7368-2861","authenticated-orcid":false,"given":"Colin R.","family":"Twomey","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4312-6370","authenticated-orcid":false,"given":"Andrew T.","family":"Hartnett","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew M. 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