The current study presents a systematic review of teachers' data literacy, arising from a synthesis of 83 empirical studies published between 1990 to 2021. Our review identified 95 distinct indicators across five dimensions: (a) knowledge about data, (b) skills in using data, (c) dispositions towards data use, (d) data application for various…

Improving educational practice through reflection is one important focus of teacher professional development approaches. However, such teacher reflection operates under practical classroom constraints that make it happen infrequently, including the reliance on disruptive peer/supervisor observations or recordings. This article describes three…

Online platforms have the potential to address the issue of world language teacher attrition by building professional learning communities. However, autonomous engagement is not guaranteed by the mere existence of said tools. In this article, we report findings from Catalyst user data analysis. Catalyst is an online professional development social…

Teachers' online discussion text data shed light on their reflective thinking. With the growing scale of text data, the traditional way of manual coding, however, has been challenged. In order to process the large-scale unstructured text data, it is necessary to integrate the inductive content analysis method and educational data mining…

This study used mixed methods to explore the impact of a university-hosted professional learning community (PLC) on teacher retention in public schools. Recent graduates (1-3 years) and mentor teachers were invited to participate. Via a case study approach, participants were challenged to look critically at their teaching and use data to…

This article describes a research study in which 10 early childhood education students participated in facilitated critical reflection experiences during a 7-week practicum. Students' critical thinking skills were quantitatively assessed using the Cornell Critical Thinking Test and qualitatively documented through analysis of daily, weekly, and…

This year's Action Guide examines the need for new ways of measuring student success. Academic test scores are just one method of measuring student progress, offering an incomplete picture of student learning and growth. Educators and state leaders recognize that serving all students well requires focusing on their individual needs, including…

In this paper a former middle school principal and his dissertation chair look back at the research process envisioned and carried out against the neo-positivist grain aggressively put forward by the government and espoused in school districts across the United States. We revisit the meaning of data and show how they emerged from the paradigmatic…

Data and the use of data to make educational decisions have attained new-found prominence in K-12 education following the inception of high-stakes testing and subsequent linking of teacher evaluations and teacher-performance pay to students' outcomes on standardized assessments. Although the research literature suggested students' academic…

We investigated a 2.5-year professional development effort designed to support practicing science and mathematics teachers in understanding equity and enacting equitable practices. Our purpose was to inform the research base on effective equity professional development, toward the goal of better supporting science and mathematics teachers in…

Professional Development Standards in one state require professional learning for teachers in collaborative teams and requires schools to offer teachers opportunities for collaborative and collegial learning activities. The purpose of this study was to discover how elementary schools are consistently implementing this standards-based professional…

"The Learning Principal" is an eight-page newsletter published eight times a year. It focuses on the important and unique work of school principals. This issue includes: (1) Data Analysis Is a Courageous Look in the Mirror (Valerie von Frank); (2) Q&A: Opening Doors, Opening Minds (Valerie von Frank); (3) Focus on NSDC's [National Staff…

Successfully inducting new teachers creates professional alliances to sustain learning organizational cultures. This research involved 30 beginning teachers from a large school board in southern Ontario. The theoretical frame of the study consists of a mixed qualitative data analysis methodology of grounded theory and discourse analysis. The…

A national report by The Teaching Commission (2004), entitled "Teaching at Risk: A Call to Action", highlighted the significance of professional learning by teachers. Requirements outlined by the Annual Yearly Progress (AYP) component of the No Child Left Behind Act (NCLB, 2001) have emphasized the demands for high-quality professional…

Included herein is the conference proceedings of the 27th Annual Conference on the Teaching of Psychology: Ideas and Innovations, sponsored by the Psychology Department of the State University of New York at Farmingdale. The conference theme for 2013 was: The Science of Learning. The Conference featured a keynote address by Victor Benassi, Ph.D.…