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Teacher capacity for and beliefs about data-driven decision making

A literature review of international research

Bibliographic Data

ID23345575
AuthorsAmanda Datnow (0000-0002-7228-6373, University of California San Diego, corresponding author), Lea Hubbard (University of San Diego)
Year2016
Volume17
Issue1
Pages7-28
Publication date2016-02-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Educational Change (JOURNAL)
Journal identifiersISSN: 1389-2843 • E-ISSN: 1573-1812
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s10833-015-9264-2
OpenAlexW2174320964
LanguageEN
Citations received86
References cited46

Accountability · Business · Capacity building · Capacity development · Globe · Order (exchange) · Pedagogy · Political science · Professional development · Public relations · Variety (cybernetics) · Computer Science · Educational Assessment and Improvement · Psychology

  • The Oral Tradition of People's Beliefs on the Prohibiting Expression of the Bakumpai Society of the Barito Region (Tradisi Lisan Kepercayaan Rakyat Ungkapan Larangan Masyarakat Bakumpai Wilayah Barito)

    Open Access•Rusma Noortyani•Gramatika STKIP PGRI Sumatera Barat•2023

  • Opportunities for youth participatory action research to inform school district decisions

    Open Access•A K Cohen, Emily J Ozer et al.•Evidence & Policy•2019

  • Misconceptions about data-based decision making in education

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

  • Collaborative professional development on data‐based decision making for primary teachers of struggling readers

    Open Access•Erin K Washburn, Kathryn Bailey et al.•Journal of Research in Reading•2022

  • Transformationale Führung und Daten in Schulen in sozial deprivierter Lage

    Open Access•Esther Dominique Klein•DDS – Die Deutsche Schule•2018

  • Pre‐service teachers’ perceptions of social media data privacy policies

    Open Access•Victoria I Marín, John P Carpenter et al.•British Journal of Educational…•2021

  • Media Literacy Education to Counter Truth Decay

    Alice Huguet, Garrett Baker et al.•Media Literacy Education to…•2021

  • Data-based decision-making for school improvement

    Open Access•Kim Schildkamp•Educational Research•2019

  • The role of teachers in educational reform

    Open Access•Amanda Datnow•Journal of Educational Change•2020

  • Exploring factors influencing pre-service teacher’s digital teaching competence and the mediating effects of data literacy

    Open Access•Juan Chu, Ruyi Lin et al.•Humanities and Social Sciences…•2023

  • Predictive analytics in education- enhancing student achievement through machine learning

    Open Access•Sunawar khan, Tehseen Mazhar et al.•Social Sciences & Humanities Open•2025

  • Monitoring and evaluating school-university partnerships

    Open Access•Edna Milena Sarmiento-Márquez, Luis P Prieto et al.•Social Sciences & Humanities Open•2025

  • Behind the Scenes of Co-designing AI and LA in K-12 Education

    Open Access•Katarina Sperling, Linnea Stenliden et al.•Postdigital Science and Education•2024

  • Mapping research approaches to data practices in schools

    Open Access•Ulrike Krein, Anna Hartenstein et al.•Frontiers in Education•2022

  • Do pupils at research-informed schools actually perform better? Findings from a study at English schools

    Open Access•Jana Groß Ophoff, Chris Brown et al.•Frontiers in Education•2023

  • Explicating the Value of Standardized Educational Achievement Data and a Protocol for Collaborative Analysis of This Data

    Open Access•Bronwen Cowie, Frances Edwards et al.•Frontiers in Education•2021

  • Teachers’ visual inspection of Curriculum-Based Measurement progress graphs

    Open Access•Roxette M van den Bosch, Christine A Espin et al.•Frontiers in Education•2022

  • Rethinking success

    Open Access•Shivaun O'Brien, Joe O’hara et al.•Frontiers in Education•2026

  • Changes in Student Motivation and Teacher Decision Making When Implementing a Formative Assessment Practice

    Open Access•Gunilla Näsström, Catarina Andersson et al.•Frontiers in Education•2021

  • Sustainable evidence-driven school improvement

    Open Access•Katrin Rääk, Eve Eisenschmidt•Frontiers in Education•2025

  • Prioritizing leadership effectiveness factors in basic education using the fuzzy best-worst method

    Open Access•Alford Magdogo, Judith Ellaso et al.•Frontiers in Education•2026

  • Using Evidence-Based Practice and Data-Based Decision Making in Inclusive Education

    Open Access•Gabrielle Wilcox, Cristina Fernández Conde et al.•Education Sciences•2021

  • Leadership for Student Participation in Data-Use Professional Learning Communities

    Open Access•Hilde Forfang, Cindy L Poortman et al.•Education Sciences•2025

  • School Self-Evaluation in Decision Making

    Open Access•Carla Figueiredo, Marta Sampaio et al.•Education Sciences•2024

  • Exploring the Perceptions of Estonian Teachers’ Data Use in School Development

    Open Access•Katrin Rääk, Eve Eisenschmidt et al.•Education Sciences•2021

  • STEM Faculty Instructional Data-Use Practices

    Open Access•Cindy A Lenhart, Jana Bouwma‐Gearhart et al.•Education Sciences•2021

  • South African Mathematics Teachers’ Perspectives on Data-Driven Instructional Decision-Making

    Open Access•Nomthandazo Bhekiswayo, Moeketsi Mosia et al.•Education Sciences•2026

  • Unlocking Tomorrow’s Classrooms

    Open Access•Iris Decabooter, Ariadne Warmoes et al.•Education Sciences•2025

  • Primary teachers' information source use and the student role in adaptive teaching and differentiation

    Open Access•M C J van der Sprong, Mare van Hooijdonk et al.•Journal of Research in Special…•2026

  • Wie verändert sich die Unterrichts- und Schulqualität, die Leistung und die Schülerzusammensetzung nach der Schulinspektionsdiagnose „erheblicher Entwicklungsbedarf“

    Open Access•Marina Wenger, Holger Gärtner et al.•Zeitschrift für Erziehungswissensch…•2022

  • Netzwerkgestützte Professionalisierung von Schulleitungsmitgliedern für die datengestützte Qualitätsentwicklung an Schulen in herausfordernden Lagen

    Open Access•Patrick Hawlitschek, Karina Karst et al.•Zeitschrift für Erziehungswissensch…•2026

  • High-stakes accountability policies and local adaptation

    Michalis Constantinides•School Leadership and Management•2022

  • Data use as the heart of data literacy

    A Mcdowall, Carmen Mills et al.•Asia-Pacific Journal of Teacher…•2021

  • Co-designing, developing, and implementing multiple learning analytics dashboards for data-driven decision-making in education

    Open Access•Zeynab Artemis Mohseni, Italo Masiello•Educational Technology Research…•2026

  • Decoding digital empowerment

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

  • Teachers’ assessment data use

    Open Access•Lise Vikan Sandvik, Gunnar Engvik•Teaching and Teacher Education•2026

  • The Impact of Professional Development on Data-Based Decision-Making for Students With Extensive Support Needs

    Open Access•Lindsay Ruhter, Meagan Karvonen•Remedial and Special Education•2024

  • Data Literacy Training for K–12 Teachers

    Open Access•Marissa J Filderman, Jessica R Toste et al.•Remedial and Special Education•2022

  • Fostering student teachers’ research-based knowledge of effective feedback

    Open Access•Thomas Böck, Eva Thomm et al.•European Journal of Teacher…•2024

  • Possibilities and Challenges

    Open Access•Julie A Marsh, Kate Kennedy et al.•Teachers College Record The Voice…•2020

  • Does Teacher Data Use Lead to Improved Student Achievement? A Review of the Empirical Evidence

    Open Access•Jana Grabarek, Leanne Kallemeyn et al.•Teachers College Record The Voice…•2020

  • Engaging evaluation champions

    Open Access•Theresa N Melton, Ashlee M Lester et al.•Evaluation and Program Planning•2024

  • Autoavaliação de escolas

    Open Access•Carla Figueiredo•Ensaio Avaliação e Políticas…•2023

  • Leveraging portfolios in professional development for middle school science teachers' assessment and data‐use practice

    Open Access•Matthew Kloser, Harold Borko et al.•Science Education•2022

  • Making the Data Visible

    Open Access•F Chris Curran, Steven Carlo et al.•Review of Educational Research•2026

  • Effects of Varying Levels of Data Use to Intensify a Multisyllabic Word Reading Intervention for Upper Elementary Students With or at Risk for Reading Disabilities

    Open Access•Marissa J Filderman, Jessica R Toste•Journal of Learning Disabilities•2022

  • International Perspectives on Understanding and Improving Teachers’ Data-Based Instruction and Decision Making

    Open Access•Christine A Espin, Natalie Förster et al.•Journal of Learning Disabilities•2021

  • Educator Perspectives on Data-Based Decision Making in Germany and the United States

    Open Access•Stefan Blumenthal, Yvonne Blumenthal et al.•Journal of Learning Disabilities•2021

  • Factors Related to Data-Based Decision-Making

    Open Access•Eric L Oslund, Amy M Elleman et al.•Journal of Learning Disabilities•2021

  • What about research and evidence? Teachers’ perceptions and uses of education research to inform STEM teaching

    Open Access•Loi Booher, Louis S Nadelson et al.•The Journal of Educational Research•2020

  • Innovation in a Context of Accountability

    Megin Charner-Laird, Megin Charner‐Laird et al.•The Educational Forum•2025

  • Assessing the Psychometric Qualities of the Data-Informed School Leadership Survey

    Open Access•Jingping Sun, Jiangang Xia et al.•Educational Administration…•2024

  • Using hybrid intelligence to enhance peer feedback for promoting teacher reflection in video‐based online learning

    Open Access•Jinglei Yu, Shengquan Yu et al.•British Journal of Educational…•2025

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

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

  • Reading Refugee/(Im)Migrant Education Diffractively

    Open Access•Judith Kasper•Social Sciences•2024

  • Monitoring the Transition Requirements of the Individuals With Disabilities Education Act

    Open Access•Susan Etscheidt, David I Hernández-Saca et al.•Journal of Disability Policy…•2023

  • 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

  • Irish teachers, starting on a journey of data use for school self-evaluation

    Open Access•Shivaun O’brien, Shivaun O'Brien et al.•Studies In Educational Evaluation•2019

  • 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

  • Improving teachers' beliefs about using student feedback

    Open Access•Lucas Silva-Didier, Kim Schildkamp et al.•Studies In Educational Evaluation•2025

  • Evaluating school inspection effectiveness

    Open Access•Scott Hofer, Sarah I Hofer et al.•Studies In Educational Evaluation•2020

  • The relationship between teachers’ and principals’ use of results from nationwide achievement tests

    Open Access•Patrick Hawlitschek, Sofie Henschel et al.•Studies In Educational Evaluation•2024

  • The effect of teacher data use professional development interventions on student achievement

    Open Access•Susanne Spiele, Jeroen J H M Janssen et al.•Studies In Educational Evaluation•2025

  • Using data on school strengths and weaknesses for school improvement

    Open Access•Tali Aderet-German, Miriam Ben‐peretz et al.•Studies In Educational Evaluation•2020

  • Sorting pupils into their next educational track

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

  • Hitting the mark? A user perspective on the relevance and irrelevance of school performance indicators

    Open Access•Roos Van Gasse, Evelyn Goffin et al.•Studies In Educational Evaluation•2024

  • Online interventions to promote teacher data-driven decision making

    Open Access•Todd D Reeves, Jui-Ling Chiang et al.•Studies In Educational Evaluation•2018

  • 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

  • Validating an ethical decision-making model of assessment using authentic scenarios

    Open Access•Rihao Gao, Ruiqin Gao et al.•Studies In Educational Evaluation•2019

  • 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

  • Lernstandserhebungen

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

  • Improving how teachers discuss data for data-based decision-making

    Open Access•Mei Kuin Lai, Henning Fjørtoft et al.•Teaching and Teacher Education•2024

  • Teacher interactions in taking action upon pupil learning outcome data

    Open Access•Roos Van Gasse, Kristin Vanlommel et al.•Teaching and Teacher Education•2019

  • Teachers’ high-stakes decision making. How teaching approaches affect rational and intuitive data collection

    Open Access•Kristin Vanlommel, Roos Van Gasse et al.•Teaching and Teacher Education•2018

  • When perceived informativity is not enough. How teachers perceive and interpret statistical results of educational research

    Open Access•Kirstin Schmidt, Peter A Edelsbrunner et al.•Teaching and Teacher Education•2023

  • Unravelling data use in teacher teams

    Open Access•Roos Van Gasse, Kristin Vanlommel et al.•Teaching and Teacher Education•2017

  • Developing data literacy

    Open Access•Katherine Miller-Bains, Katherine L Miller-Bains et al.•Teaching and Teacher Education•2021

  • Teacher Professional Development for Reading

    Open Access•Marissa J Filderman, Lisa Didion et al.•Reading Research Quarterly•2025

  • The Design of an Information System to Support Network Development

    Open Access•David Sherer, Anthony S Bryk et al.•Peabody Journal of Education•2025

  • Improving the school environment

    Open Access•Katrina J Debnam, Kelly Edwards et al.•Journal of Community Psychology•2021

  • What Empowers Teachers to Become Social Justice-Oriented Change Agents? Influential Factors on Teacher Agency toward Culturally Responsive Teaching

    Open Access•Mina Min, Hongseok Lee et al.•Education and Urban Society•2022

  • Bridging the research‐practice divide

    Open Access•Nari Kim•Foreign Language Annals•2025

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

    Open Access•Kristin Vanlommel, Kim Schildkamp•American Educational Research…•2019

  • The role of artificial intelligence in modernizing multi-tiered systems of support

    Yusra Ahmed, Michael P Mesa et al.•Theory Into Practice•2025

  • Communities of Practice

    Open Access•Etienne Wenger•Communities of Practice•1998

  • Interventions Promoting Educators’ Use of Data

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

  • Building a Conceptual Framework for Data Literacy

    Open Access•Edith S Gummer, Edith Gummer et al.•Teachers College Record The Voice…•2015

  • Educational Assessment Knowledge and Skills for Teachers

    Open Access•Susan M Brookhart•Educational Measurement: Issues…•2011

  • Getting to Scale with Good Educational Practice

    Richard F Elmore, Richard Elmore•Harvard Educational Review•1996

  • The fifth discipline, the art and practice of the learning organization

    Open Access•Peter M Senge•Performance + Instruction•1991

  • Factors Influencing the Functioning of Data Teams

    Open Access•Kim Schildkamp, Cindy L Poortman et al.•Teachers College Record The Voice…•2015

  • Multiple initiatives, multiple challenges

    Open Access•Lea Hubbard, Amanda Datnow et al.•Studies In Educational Evaluation•2014

  • Thinking about data

    Open Access•Jo Beth Jimerson•Studies In Educational Evaluation•2014

  • Co-constructors of data, co-constructors of meaning

    Open Access•L Schnellert, Leyton M Schnellert et al.•Teaching and Teacher Education•2007

  • Co-constructing efficacy

    Open Access•Sola Takahashi•Teaching and Teacher Education•2011

  • Primary and secondary teachers’ conceptions of assessment

    Open Access•Ana Remesal•Teaching and Teacher Education•2010

  • Queensland teachers’ conceptions of assessment

    Open Access•Gavin T L Brown, Robert Lake et al.•Teaching and Teacher Education•2010

  • Teachers' sense of efficacy and their beliefs about managing students

    Open Access•Anita E Woolfolk, Barbara Rosoff et al.•Teaching and Teacher Education•1990

  • 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

  • Conceptions of Evidence Use in School Districts

    Cynthia E Coburn, Joan E Talbert•American Journal of Education•2006

  • Teachers’ Use of Data

    Viki M Young•American Journal of Education•2006

  • School–Central Office Relationships in Evidence Use

    Meredith I Honig, Nitya Venkateswaran•American Journal of Education•2012

  • Data in Practice

    James P Spillane•American Journal of Education•2012

  • Adaptive Assistance for Learning Improvement Efforts

    Meredith I Honig, Gina Schuyler Ikemoto•Peabody Journal of Education•2008

  • Learning to Learn From Data

    Suzanne Blanc, Jolley Bruce Christman et al.•Peabody Journal of Education•2010

  • Supporting the Initiation and Early Development of Evidence-Based Grade-Level Collaboration in Urban Elementary Schools

    Open Access•Shelby Cosner•Urban Education•2011

  • A Systemic View of Implementing Data Literacy in Educator Preparation

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

  • Making Sense of Student Performance Data

    Open Access•Ilana Seidel Horn, Britnie Delinger Kane et al.•American Educational Research…•2015

  • Attending to Problems of Practice

    Open Access•Ilana Seidel Horn, Judith Warren Little•American Educational Research…•2010

  • Teacher efficacy

    Open Access•Megan Tschannen‐moran, Megan Tschannen-Moran et al.•Teaching and Teacher Education•2001

Unique citing works86
Citations per year9,56
Citation span2017 - 2026 (10)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 80

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