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Data-Driven Decision-Making in Instructional Design

Instructional Designers’ Practices and Strategies

Bibliographic Data

ID12817852
AuthorsSecil Caskurlu (0000-0001-8716-9586), Yasin Yalçın (0000-0002-3877-9836), Jaesung Hur (0000-0002-1142-8868), Hui Shi (0000-0003-2126-2520), James D Klein (0000-0001-8998-2618)
Year2025
Volume69
Issue4
Pages737-748
Publication date2025-04-21
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueTechTrends (JOURNAL)
Journal identifiersISSN: 8756-3894 • E-ISSN: 1559-7075
PublisherSpringer Science+Business Media (PUBLISHER • DE)
DOI10.1007/s11528-025-01077-x
OpenAlexW4409630190
LanguageEN
References cited46

Educational technology · Instructional design · Knowledge management · Management science · Mathematics education · Multimedia · Computer Science · Educational Assessment and Improvement · Engineering · Online Learning and Analytics · Psychology

  • A Perfect Time for Data Use

    Ellen B Mandinach•Educational Psychologist•2012

  • Interventions Promoting Educators’ Use of Data

    Open Access•Julie A Marsh•Teachers College Record The Voice…•2012

  • Data Science and its Relationship to Big Data and Data-Driven Decision Making

    Open Access•Foster Provost, Tom Fawcett•Big Data•2013

  • A Multistate District-Level Cluster Randomized Trial of the Impact of Data-Driven Reform on Reading and Mathematics Achievement

    Open Access•Deven Carlson, Geoffrey D Borman et al.•Educational Evaluation and Policy…•2011

  • An exploration of conjecture strategies used by instructional design students to support design decision-making

    Open Access•Jill Stefaniak, John Baaki et al.•Educational Technology Research…•2022

  • Cognitive load and online course quality

    Open Access•Secil Caskurlu, Jane C Richardson et al.•British Journal of Educational…•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

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

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

  • Informing learning design through analytics

    Open Access•Dirk Ifenthaler, David Gibson et al.•Australasian Journal of…•2018

  • Conceptualising a visual representation model for Mooc-based blended learning designs

    Open Access•Laia Albó, Davinia Hernandez-Leo•Australasian Journal of…•2019

  • An examination of the decision-making process used by designers in multiple disciplines

    Open Access•Jill E Stefaniak, Jill Stefaniak et al.•TechTrends•2014

  • Effects of an intensive data-based decision making intervention on teacher efficacy

    Open Access•Emmelien A Van Der Scheer, Adrie J Visscher•Teaching and Teacher Education•2016

  • Data-informed curriculum reform

    Open Access•Kim Schildkamp, Wilmad Kuiper•Teaching and Teacher Education•2009

  • Strategies to Promote Data Use for Instructional Improvement

    Kerri A Kerr, Julie A Marsh et al.•American Journal of Education•2006

  • Ability Grouping and Differentiated Instruction in an Era of Data-Driven Decision Making

    Vicki Park, Amanda Datnow•American Journal of Education•2017

  • A Systemic View of Implementing Data Literacy in Educator Preparation

    Open Access•Ellen B Mandinach, Edith S Gummer et al.•Educational Researcher•2013

  • Using thematic analysis in psychology

    Open Access•Braun, Virginia Braun et al.•Qualitative Research in Psychology•2006

  • Informing Pedagogical Action

    Open Access•Lori Lockyer, Elizabeth Heathcote et al.•American Behavioral Scientist•2013

Citation velocityhistorical
Highly citedNo

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