2021
DOI: 10.1177/01708406211030654
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From People to Objects: The digital transformation of fields

Cristina Alaimo

Abstract: Digital technologies are reconfiguring organizations and their environments. Activities are increasingly distributed across fields and coordinated by data, algorithms and machines. This paper investigates data objects (objects made of data structured and aggregated under a specific template) and their role in structuring fields and field practices. It studies programmatic advertising, an automated bidding process with hundreds of participants, whereby media spaces are auctioned in real-time as individual users… Show more

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Cited by 39 publications
(42 citation statements)
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“…Yet such a task can hardly be fruitfully pursued, we suggest, without due attention to the anatomy of the knowing process, the attributes of digital data and the conception of organizations as collections of a rather limited number of digital data objects that bracket facets of reality and constitute essential entities and relations of current organizing (Bailey et al 2010). Our own empirical work (Alaimo and Kallinikos 2017Alaimo et al 2020a;Alaimo 2021) suggests that much of organizing unfolds around the modicum of stability provided by several (a few dozen or so) data objects and the ways they help glue together the many and separate pieces that define a knowing process in which the generation and use of data are not any longer a subchapter of domain knowledge and its objects.…”
Section: Structural Implicationsmentioning
confidence: 94%
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“…Yet such a task can hardly be fruitfully pursued, we suggest, without due attention to the anatomy of the knowing process, the attributes of digital data and the conception of organizations as collections of a rather limited number of digital data objects that bracket facets of reality and constitute essential entities and relations of current organizing (Bailey et al 2010). Our own empirical work (Alaimo and Kallinikos 2017Alaimo et al 2020a;Alaimo 2021) suggests that much of organizing unfolds around the modicum of stability provided by several (a few dozen or so) data objects and the ways they help glue together the many and separate pieces that define a knowing process in which the generation and use of data are not any longer a subchapter of domain knowledge and its objects.…”
Section: Structural Implicationsmentioning
confidence: 94%
“…For instance, buying and selling advertising online nowadays coincides with the automated auctions of data objects in real-time. In what is called programmatic advertising, data objects are both the goods being exchanged and the enablers of the practice of exchange, as they embed rules for the automated and real time bidding happening among thousands of disperse actors (Alaimo 2021). Data objects carry all the information needed to complete a deal.…”
Section: Digital Data Objects As Instruments Of Knowingmentioning
confidence: 99%
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“…As companies are usually striving for long-term relationships with their customers, they should be aware that optimally CA-customer interactions are co-constituted. If a customer interacts with a CA, the interaction data can be stored and acted upon in a next interaction (Alaimo, 2021). Hence, optimal CA design, especially for experience and credence services, is based on a longer-term sequence of service episodes that considers all previous CA-customer interactions to better personalize the customer experience.…”
Section: Conceptual Development – the Trisec Frameworkmentioning
confidence: 99%
“…Digital technology is reconfiguring organisations and their environments. Activities are increasingly distributed across fields and coordinated by data, algorithms and machines (Alaimo, 2021).…”
Section: Introductionmentioning
confidence: 99%