Teacher capacity for and beliefs about data-driven decision making: A literature review of international research

A Datnow, L Hubbard - Journal of Educational Change, 2016 - Springer
Data-driven decision making continues to be a growing educational reform initiative across
the globe. The effective use of data requires that teachers develop the knowledge and skills …

Teachers' use of assessment data to inform instruction: Lessons from the past and prospects for the future

A Datnow, L Hubbard - Teachers College Record, 2015 - journals.sagepub.com
Background Data use has been promoted as a panacea for instructional improvement.
However, the field lacks a detailed understanding of how teachers actually use assessment …

What makes a school a learning organisation?

M Kools, L Stoll - 2016 - oecd-ilibrary.org
What are the characteristics of a school as learning organisation? This paper should be
seen as an attempt to work towards a common understanding of the school as learning …

What does it mean for teachers to be data literate: Laying out the skills, knowledge, and dispositions

EB Mandinach, ES Gummer - Teaching and Teacher Education, 2016 - Elsevier
This article reports on the evolution of a conceptual framework for a construct called data
literacy for teachers. Data use has become an emphasis in education but few educators …

Teachers' sensemaking of data and implications for equity

M Bertrand, JA Marsh - American Educational Research …, 2015 - journals.sagepub.com
This article examines an understudied aspect of teachers' sensemaking of student learning
data: the way in which teachers explain the causes of the outcomes observed in data …

Data-based decision making for teacher and student learning: A psychological perspective on the role of the teacher

R Prenger, K Schildkamp - Educational psychology, 2018 - Taylor & Francis
Data-based decision-making has the potential to increase student achievement results. Data-
based decision-making can be defined as teachers' systematic analysis of data sources in …

Teachers turning to teachers: Teacherpreneurial behaviors in social media

K Torphy, S Hu, Y Liu, Z Chen - American Journal of …, 2020 - journals.uchicago.edu
There is growing evidence that educators engage in social media and virtual social
networks across formal and informal settings to direct the trajectory of their curriculum …

Solving student achievement problems with a data use intervention for teachers

CL Poortman, K Schildkamp - Teaching and teacher education, 2016 - Elsevier
The significance of data use for school improvement is recognized internationally. Several
interventions have been developed to support schools in the use of data. However, there is …

A review of research on teachers' use of student data: From the perspective of school leadership

J Sun, R Przybylski, BJ Johnson - Educational Assessment, Evaluation …, 2016 - Springer
Despite the increased worldwide acknowledgment of the importance of teachers' use of
formative and/or summative assessment data to improve teaching and learning, empirical …

Contributing conditions: A qualitative comparative analysis of teachers' instructional responses to data

CC Farrell, JA Marsh - Teaching and Teacher Education, 2016 - Elsevier
Despite the press for data-informed decision making, there is still much to learn about when
and under what conditions data promote changes in instruction and when they may …