A thermometer for interdependence: Exploring patterns of interdependence using networks of affordances
Pentland, Brian, Recker, Jan, & Wyner, George (2015) A thermometer for interdependence: Exploring patterns of interdependence using networks of affordances. In Proceedings of the 36th International Conference on Information Systems, Association For Information Systems, Fort Worth, Texas.
Interdependence is a central concept in systems and organizations, yet our methods for measuring it are not well developed. Here, we report on a novel method for transforming digital trace data into networks of events that can be used to visualize and measure interdependence. The edges in the network represent sequential flow and the vertices represent actors, actions and artifacts. We refer to this representation as an affordance network. As with conventional approaches such as process mining, our method uses input from a stream of time-stamped occurrences, but the representation is simpler and more appropriate for exploration and theory building. As digital trace data becomes more widely available, this method may become more useful in information systems research and practice. Like a thermometer, it helps us measure a basic property of a system that would otherwise be difficult to see.
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|Item Type:||Conference Paper|
|Keywords:||interdependence, affordance network, organizational routine, process mining, narrative network|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600) > Conceptual Modelling (080603)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600) > Information Systems Theory (080611)
Australian and New Zealand Standard Research Classification > COMMERCE MANAGEMENT TOURISM AND SERVICES (150000) > BUSINESS AND MANAGEMENT (150300) > Organisational Behaviour (150311)
|Divisions:||Past > Schools > Information Systems
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2015 [please consult the authors]|
|Deposited On:||25 Nov 2015 23:37|
|Last Modified:||17 Dec 2015 03:27|
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