How Do Teachers Make Sense of Data in the Context of High-Stakes Decision Making?

Kristin Vanlommel (Corresponding Author), Kim Schildkamp (Corresponding Author)

Research output: Contribution to journalArticleAcademicpeer-review

51 Citations (Scopus)
364 Downloads (Pure)

Abstract

This study examines the way teachers make sense of data in the context of high-stakes decision making, such as decisions related to student placement in educational tracks. Different types of data, data collected rationally and intuitively, may be used in this sensemaking process, and the same data may be interpreted in different ways by different teachers. Results show that teachers base their decisions on rational processes only to a limited extent. Teachers collect a great amount of data intuitively, and they sometimes interpret data collected rationally by personal criteria and triangulate data to a very limited extent. Since fair educational decisions are informed by a rational collection and a transparent interpretation of data, implications for theory and practice are provided.

Original languageEnglish
Pages (from-to)792-821
JournalAmerican educational research journal
Volume56
Issue number3
Early online date26 Oct 2018
DOIs
Publication statusPublished - Jun 2019

Keywords

  • UT-Hybrid-D
  • data-based decision making
  • high-stakes decisions
  • intuition
  • sensemaking
  • data use
  • 22/4 OA procedure

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