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Download full textCharlotte Z. Mann; Jiaying Wang; Adam Sales; Johann A. Gagnon-Bartsch – International Educational Data Mining Society, 2024
The gold-standard for evaluating the effect of an educational intervention on student outcomes is running a randomized controlled trial (RCT). However, RCTs may often be small due to logistical considerations, and resulting treatment effect estimates may lack precision. Recent methods improve experimental precision by incorporating information…
Descriptors: Intervention, Outcomes of Education, Randomized Controlled Trials, Data Use
Direct linkHakimi, Laura; Eynon, Rebecca; Murphy, Victoria A. – Review of Educational Research, 2021
This article presents the findings of a systematic qualitative analysis of research in the ethics of digital trace data use in learning and education. From the resulting analysis of 77 peer-reviewed studies, we (1) map the characteristics of research by study type, academic community, institutional setting, and national context; (2) identify the…
Descriptors: Ethics, Data Use, Data Collection, Learning Analytics
Kurtzke, Simone; Setkute, Justina – Journal of Marketing Education, 2021
As marketing continues to be transformed by technology and the explosion of big data, academic research has identified a significant need for analytics skills in marketing education. However, it is unclear whether current curriculum approaches to marketing analytics equip students with the skills employers need and prepare them effectively for…
Descriptors: Data Analysis, Data Use, Decision Making, Marketing
Gómez-Torres, Emilse – Statistics Education Research Journal, 2021
This paper describes the evolution of "recognition of need for data" and "strategical thinking", two types of thinking identified by Wild and Pfannkuch in their Framework for Statistical Thinking in Empirical Enquiry, as well as its relevance for math teacher professional development. The research was carried out with ten…
Descriptors: Thinking Skills, Mathematics Teachers, Secondary School Teachers, Data Analysis
Schulman, Kathrin; Fuchs, Stephan; Hämmerle, Martin; Kisser, Thomas; Laštovicka, Josef; Notter, Nicole; Stych, Premysl; Väljataga, Terje; Siegmund, Alexander – Review of International Geographical Education, 2021
Many people use satellite images in their professional and everyday lives, and school curricula often require their use. Yet, the ways teachers actually use satellite images in the classroom is often limited, if they use them at all. The YCHANGE project trained teachers to use remote sensing data by themselves and to use it in their classrooms.…
Descriptors: Teacher Education, Secondary School Teachers, Teacher Attitudes, Teacher Competencies
Kishida, Yuriko; Carter, Mark; Kemp, Coral – Australasian Journal of Special and Inclusive Education, 2021
Although the use of data is important for informing inclusive practice, research into Australian early childhood educators' data practice is limited. Types of data collected in early childhood settings and the use of these data were investigated. Surveys completed by 105 early childhood educators across Australia indicated that anecdotal written…
Descriptors: Data Use, Data Collection, Early Childhood Teachers, Early Childhood Education
Shah, Niral; Ortiz, Nickolaus; Christensen, Julie; Stroupe, David; Reinholz, Daniel – Educational Leadership, 2021
A crucial site of bias in classrooms is class discussions. A new free web-based tool developed by university researchers can help teachers actively monitor how their biases are affecting students in real-time.
Descriptors: Equal Education, Student Participation, Inclusion, Racial Bias
Young, Christopher J.; Doan, Sy; Grant, David; Greer, Lucas; Fernandez, Maria-Paz; Steiner, Elizabeth D.; Strawn, Matt – RAND Corporation, 2021
This report provides information about the sample, survey instrument, and resultant data for the 2021 Learn Together Surveys (LTS) that were administered to secondary principals and teachers in March 2021 via the RAND Corporation's American Educator Panels. It includes a full set of basic frequency tables for each survey. The LTS focus on several…
Descriptors: National Surveys, Teacher Surveys, Administrator Surveys, Secondary School Teachers
Bloom-Weltman, Julia; Honey, Rose; Meholick, Sarah; Fettro, Marshal – National Center for Education Statistics, 2021
The statewide longitudinal data system (SLDS) Survey was first administered in the summer of 2017. This annual survey was created to help inventory the current data capacity of states' and territories' SLDSs. It not only focuses on whether a given data type or use is in place, but also explores the development of these data systems and their…
Descriptors: Data, Information Systems, Longitudinal Studies, State Programs
Amy E. Schult – ProQuest LLC, 2021
Universities face increasing demands for the use of data to inform decision-making; with increasing amounts of data collected, the access and exchange of information continues to become more difficult in organizations. This study examines the roles of social capital and brokerage in the exchange of institutional information among administrative…
Descriptors: Communication (Thought Transfer), Knowledge Management, Access to Information, Collegiality
Lana Shklyar Nenide; Kate Sweeney; Gerard Costa; Neal M. Horen; Robert M. Corso; Jordana Ash, Contributor; Lynette Aytch, Contributor; Julie Betchkal, Contributor; Jean Budd, Contributor; Margo Candelaria, Contributor; Corinne G. Catalano, Contributor; Kimberly P. Diamond-Berry, Contributor; Faith Eidson, Contributor; Brandy Fox, Contributor; Keri Giordano, Contributor; Amy Hunter, Contributor; Harleen Hutchinson, Contributor; Nucha Isarowong, Contributor; Ashley McCormick, Contributor; Kelli McDermott, Contributor; Kaitlin Mulcahy, Contributor; Carmen Rosa Noroña, Contributor; Nichole Paradis, Contributor; Rebecca Parlakian, Contributor; Lindsay J. Pearson, Contributor; Thomas Rendon, Contributor; Julia Sayles, Contributor; Jayne Singer, Contributor; Staci Sontoski, Contributor; Kristin Tenney-Blackwell, Contributor; Mary Louise Hemmeter, Contributor – Brookes Publishing Company, 2025
Infant Mental Health (IMH) and the Pyramid Model (PM) are two frameworks with an important common goal: supporting the mental health and social-emotional well-being of infants, young children and their families. For the first time ever, one book integrates these two frameworks to create a more effective, knowledgeable, and responsive early…
Descriptors: Infants, Models, Mental Health, Diversity Equity and Inclusion
Kelsey A. Clayback; Hsiu-Wen Yang; Maddisen Domingo; Erin E. Barton; Mary Louise Hemmeter – Topics in Early Childhood Special Education, 2025
Developmentally and culturally appropriate program behavior policies that are clearly communicated and implemented successfully can prevent exclusion and positively impact teachers, children, and families. However, it is unclear if policies are high quality or designed to equitably support positive behavior. We examined behavior policies from 41…
Descriptors: Behavior Problems, Child Behavior, Preschool Children, Preschool Education
Stelina Chatzichristou; Vlasis Korovilos; Jasper van Loo – UNESCO-UNEVOC International Centre for Technical and Vocational Education and Training, 2025
This publication is the fourth in a series of practical Cedefop skills anticipation guides for policymakers, analysts, and expert professionals. The three previous guides presented a rich mosaic of conventional and emerging methods for identifying technological change and its impact on skills. They assessed the merits and challenges of using…
Descriptors: Foreign Countries, Sustainability, Labor Market, Job Skills
Rafalow, Matthew H.; Puckett, Cassidy – Educational Researcher, 2022
Existing scholarship suggests that schools do the work of social stratification by functioning as "sorting machines," or institutions that determine which populations of students are provided educational resources needed to help them get ahead. We build on this theory of social reproduction by extending it to better understand how…
Descriptors: Technology Uses in Education, Social Stratification, Resource Allocation, Data Use
Shyjka, Andria – University of Chicago Consortium on School Research, 2022
Despite the considerable resources dedicated to teacher evaluation reform, there is currently little evidence on the mechanisms by which evaluation translates into improvements in teachers' instructional practice. To address this need, this study was a two-pronged approach to examine the use of evaluation data for improvement within the Chicago…
Descriptors: Teacher Evaluation, Instructional Improvement, Public School Teachers, Program Implementation
