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The complexity of data-based decision making

An introduction to the special issue

Bibliographic Data

ID20348204
AuthorsEllen B Mandinach (0000-0003-2863-7567, Wested), Kim Schildkamp (0000-0001-6154-6857, University of Twente, corresponding author)
Year2021
Volume69
Pages100906
Publication date2021-06-01
Open AccessYes
TypeARTICLE
VenueStudies In Educational Evaluation (JOURNAL)
Journal identifiersISSN: 0191-491X • E-ISSN: 1879-2529
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.stueduc.2020.100906
OpenAlexW3043683705
LanguageEN
Citations received8
References cited12

This special issue explores the complexity and interconnectedness of the many components of data-based decision making. The selection of papers represents many countries (i.e., Belgium, The Netherlands, New Zealand, Norway, and the United States), theories, methods, and foci. All the papers seek to explicate how data are used at the different level of the system, ranging from students, teachers, schools, and districts. Together these papers offer a view of the current data-based decision making landscape, including in- and pre-service professional development, district and school organizational capacity, the data use process (from goal setting to collaborative instructional decision making), and effects on student achievement. The intent of the special issue is to stimulate future work in terms of impact on research, theory, policy, and practice

Knowledge management · Management science · Political science · Public relations · Sociology · Computer Science · Educational Assessment and Improvement · Psychology

  • Decoding digital empowerment

    Open Access•Xuanwei Ma, Qi Wang•International Journal of…•2024

  • Complexity and then some

    Open Access•Edith Gummer•Studies In Educational Evaluation•2021

  • Data literacy and disaster

    Ömer Cem Karacaoğlu, Abdulkadir Özkaya•Sociology International Journal•2024

  • Teachers’ Implicit Theories of Professional Abilities in the Domain of School Improvement

    Open Access•Beat Rechsteiner, Miriam Compagnoni et al.•Frontiers in Education•2021

  • A Systematic Review of CBM Professional Development Materials

    Open Access•Christine A Espin, Roxette M van den Bosch et al.•Journal of Learning Disabilities•2021

  • Exploring Elementary Teachers' Confidence and Anxiety in Data-Based Decision-Making

    Open Access•Jamie Vick, Lida J Uribe-Flórez et al.•TechTrends•2025

  • Lernstandserhebungen

    Open Access•S L Hans, Thomas Vo•Zeitschrift für Erziehungswissensch…•2024

  • Applying a Practice of Data Framework

    Xiuwen Wu, Shaunti Knauth•American Journal of Education•2026

  • Capacity building to bridge data use and instructional improvement through evidence on student thinking

    Open Access•Amanda Datnow, Marie Lockton et al.•Studies In Educational Evaluation•2021

  • Affordances of narrative and numerical data

    Open Access•Henning Fjørtoft, Mei Kuin Lai•Studies In Educational Evaluation•2021

  • Data use for equity

    Open Access•Kara Lasater, Ed Bengtson et al.•Studies In Educational Evaluation•2021

  • Data-based individualization in mathematics to support middleschool teachers and their students with mathematics learning difficulty

    Open Access•Sarah R Powell, Erica S Lembke et al.•Studies In Educational Evaluation•2021

  • A continuum of data literacy for teaching

    Open Access•Jori S Beck, Diana Nunnaley•Studies In Educational Evaluation•2021

  • Misconceptions about data-based decision making in education

    Open Access•Ellen B Mandinach, Kim Schildkamp•Studies In Educational Evaluation•2021

  • On the value of data-based decision making in education

    Open Access•Adrie J Visscher•Studies In Educational Evaluation•2021

  • When artificial intelligence meets educational leaders’ data-informed decision-making

    Open Access•Yinying Wang•Studies In Educational Evaluation•2021

  • Sorting pupils into their next educational track

    Open Access•Kristin Vanlommel, Roos Van Gasse et al.•Studies In Educational Evaluation•2021

  • For squad-members only! Why some teachers are more popular to interact with than others in data use

    Open Access•Roos Van Gasse, Evelyn Goffin et al.•Studies In Educational Evaluation•2021

  • The intersection of school context and teachers’ data use practice

    Open Access•Lisa M Abrams, Lisa Abrams et al.•Studies In Educational Evaluation•2021

  • Implementation of a collaborative data use model in a United States context

    Open Access•Jo Beth Jimerson, Vanessa Garry et al.•Studies In Educational Evaluation•2021

Citations per year1.6
Citation span2021 - 2026 (6)
Highly citedNo

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