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Predictive analytics and the creation of the permanent present

Laura E. Smithers

2022Learning Media and Technology13 citationsDOI

Abstract

This article examines the work of predictive analytics in shaping the social worlds in which they thrive, and in particular the world of the first year of Great State University’s student success initiative. Specifically, this article investigates the following research paradox: predictive analytics, as driven by a logic premised on predicting the future, lock Great State University into a never-ending present. Through Brian Massumi’s concept of a logic of preemption, this paper explores how a quest for proper predictive analytics locked this student success initiative into a hamster wheel of a never-ending present, where the only space and time of action was here and now. It is argued that the function of predictive analytics in higher education is to produce space and time through dividuation and continuous algorithmic variation, freezing both past and future and restricting spacetimes of change to the present.

Topics & Concepts

AnalyticsPredictive analyticsPreemptionData scienceLearning analyticsAction (physics)Computer scienceCultural analyticsState (computer science)Function (biology)Artificial intelligenceAlgorithmSemantic analyticsEvolutionary biologyBiologyQuantum mechanicsSemantic Web StackSemantic WebOperating systemPhysicsDigital Education and SocietyOnline Learning and AnalyticsEthics and Social Impacts of AI
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