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 …

Opening or closing doors for students? Equity and data use in schools

A Datnow, V Park - Journal of Educational Change, 2018 - Springer
Ensuring equitable opportunities and outcomes for all students is a top priority of many
educators and policymakers across the globe. Data use can be an important lever for …

Elementary teachers' perceptions of data-driven decision-making

N Schelling, LDV Rubenstein - Educational Assessment, Evaluation and …, 2021 - Springer
Data-driven decision-making (DDDM) refers to the process of using data to inform
educational decisions. Due to DDDM's positive effects on student achievement and the …

Does learning how to use data mean being motivated to use it? Effects of a data use intervention on data literacy and motivational beliefs of pre-service teachers

S Wurster, S Bez, S Merk - Learning and Instruction, 2023 - Elsevier
Background In times of expanding datafication in education, data-based decision making
(DBDM) has become a crucial part of teaching and data literacy and motivational beliefs …

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

S O'Brien, G McNamara, J O'Hara, M Brown - Studies in Educational …, 2019 - Elsevier
With much of the literature on school self-evaluation (SSE) stressing the importance of data
use, this article explores how teachers in Irish post-primary schools are coming to terms with …

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

K Schmidt, PA Edelsbrunner, T Rosman… - Teaching and Teacher …, 2023 - Elsevier
Teachers are encouraged to inform their professional actions by evidence. Consequently, it
is important to know how they perceive and understand statistical results. In a representative …

Pre-service and in-service assessment training: Impacts on elementary teachers' self-efficacy, attitudes, and data-driven decision making practice

N Schelling, LDV Rubenstein - Assessment in Education …, 2023 - Taylor & Francis
The purpose of this mixed-methods study is to examine the outcomes of assessment training
for elementary teachers. Only 56% of the surveyed teachers (n= 283) had assessment …

The impact of collaboration on teachers' individual data use

R Van Gasse, K Vanlommel, J Vanhoof… - School Effectiveness …, 2017 - Taylor & Francis
Research considers collaboration to be a significant factor in terms of how teachers use data
to improve their practice. Nevertheless, the effects of teacher collaboration with regard to …

Workplace statistical literacy for teachers: Interpreting box plots

R Pierce, H Chick - Mathematics Education Research Journal, 2013 - Springer
As a consequence of the increased use of data in workplace environments, there is a need
to understand the demands that are placed on users to make sense of such data. In …