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Tsangaridou, Niki; Charalambous, Charalambos Y. – Quest, 2023
Focusing on systematic observation, one of the most potent methods of studying teaching quality, represents one of the numerous contributions of Daryl Siedentop to the profession. While he had a clear focus on issues of validity and reliability concerning systematic observation, over the past decades, attention to such issues appears to have…
Descriptors: Physical Education Teachers, Observation, Validity, Reliability
Illinois Community College Board, 2023
Data about compensation received by employees in Illinois' 48 public community colleges are gathered by the Illinois Community College Board (ICCB). Data in the Fiscal Year 2023 Salary Report, which derive from the ICCB Faculty, Staff, and Salary (C1) Data and Supplementary Faculty, Staff, and Salary Information, reflect the census date of October…
Descriptors: Community Colleges, Public Colleges, Salaries, College Faculty
Ran Tao – ProQuest LLC, 2023
Vision classification tasks, a fundamental and transformative aspect of deep learning and computer vision, play a pivotal role in our ability to understand the visual world. Deep learning techniques have revolutionized the field, enabling unprecedented accuracy and efficiency in vision classification. However, deep learning models, especially…
Descriptors: Classification, Vision, Documentation, Data Collection
Alan Cook – ProQuest LLC, 2023
Collecting data for the purpose of decision making has become an integral part of the landscape of education in the United States over the past decade. Many educators are swamped with such an overwhelming amount of information that it can be difficult to sort and analyze, leaving them floundering under wave after wave of data. The SWIS facilitator…
Descriptors: Data Collection, Data Use, Decision Making, Facilitators (Individuals)
Elizabeth Svoboda – ProQuest LLC, 2023
Mixed methods research collects, analyzes, and integrates rigorous qualitative and quantitative methods to gain a deeper understanding of a phenomenon than would be gained by using either method alone. Integration is one of the key features of mixed methods research and consists of mixing qualitative and quantitative research in a systematic way…
Descriptors: Value Added Models, Mixed Methods Research, Data Collection, Research Design
John Jerrim – Review of Education, 2023
Two commonly used approaches to capturing information about teachers are random probability surveys and teacher panels. This paper reviews the strengths and limitations of these two approaches in the context of capturing information about the teacher workforce. A case study is then presented drawing upon recent teacher survey data collections in…
Descriptors: Foreign Countries, Teacher Surveys, Data Collection, Test Construction
W. Tidwell; C. O. Anhalt; R. Cortez; B. R. Kohler – International Journal of Mathematical Education in Science and Technology, 2023
This study examines prospective elementary teachers' growth and development of competencies, conceptions, and perceptions of mathematical modelling in a mathematics content course for elementary teachers. A series of lessons were implemented that engaged students in the modelling process through modelling tasks. The goal was to capture prospective…
Descriptors: Preservice Teachers, Mathematical Models, Mathematics Curriculum, Elementary Education
West, Brady T.; Axinn, William G.; Couper, Mick P.; Gatny, Heather; Schroeder, Heather – Field Methods, 2022
Event history calendars (EHCs) are frequently used in social measurement to capture important information about the time ordering of events in people's lives and enable inference about the relationships of the events with other outcomes of interest. To date, EHCs have primarily been designed for face-to-face or telephone survey interviewing, and…
Descriptors: Measurement Techniques, Time, Online Surveys, Contraception
Data Quality Campaign, 2022
States must prioritize ensuring that families can use their state's report card to make decisions for their students. But DQC's "Show Me the Data" review of 2021 state report cards found that these resources were not up to the task of providing families with the information they need. From translations to visualizations, data is most…
Descriptors: Data Collection, Improvement, Translation, Parents
Nilashi, Mehrbakhsh; Abumalloh, Rabab Ali; Zibarzani, Masoumeh; Samad, Sarminah; Zogaan, Waleed Abdu; Ismail, Muhammed Yousoof; Mohd, Saidatulakmal; Akib, Noor Adelyna Mohammed – Education and Information Technologies, 2022
Learners' satisfaction with Massive Open Online Courses (MOOCs) has been evaluated through quantitative approaches focusing on survey-based methods in several studies. User-Generated Content (UGC) has been an effective approach to assess users' interactions with e-learning systems. Other than survey-based methods, the UGC generated from MOOCs…
Descriptors: Student Satisfaction, MOOCs, Data Analysis, Data Collection
Russell, Alisa – Written Communication, 2022
Genre has long been used by Writing Studies ethnographers as a theoretical orientation and analytical tool to bridge text and context. This article describes how genre-based ethnographies as "methodology" might get taken up at the level of "method." Drawing on a genre-based ethnographic study as an example and guide, this…
Descriptors: Writing Research, Ethnography, Literary Genres, Research Methodology
Vonna L. Hemmler; Allison W. Kenney; Susan Dulong Langley; Carolyn M. Callahan; E. Jean Gubbins; Shannon Holder – Grantee Submission, 2022
Though qualitative research has become more prevalent in practice over the last 30 years, there is still considerable uncertainty among researchers regarding how to ensure inter-rater consistency when teams are tasked with coding qualitative data. In this article, we offer an explanation of a methodology our qualitative team used to achieve…
Descriptors: Interrater Reliability, Coding, Guides, Data Collection
Catalina Patricia Morales-Murillo; Manuel Pacheco-Molero; Irene León-Estrada; Rosa Fernández-Valero; Mónica Gutiérrez Ortega; R. A. McWilliam – Early Childhood Education Journal, 2025
This study analyzed the fit of data collected with the Measure of Engagement, Independence, and Social Relationships for 3- to 5-year-olds (MEISR 3-to-5-years-old) to a proposed theoretical model based on the cross-walk of MEISR 3-to-5-years-old items and codes from 7 chapters of the Activities and Participation component of the International…
Descriptors: Foreign Countries, Early Childhood Education, Intervention, Preschool Children
William Norris; Roger Hanagriff; Don Edgar; Kirk Swortzel – Journal of Agricultural Education, 2025
Supervised Agricultural Experience (SAE) has been a critical component of School-Based Agricultural Education (SBAE) for decades. Formally called the 'home project', Rufus Stimson developed the concept of SAE in the early 20th century. This work-based learning concept provides students with experiential instruction that strengthens their…
Descriptors: Agricultural Education, Agriculture Teachers, Field Experience Programs, Experiential Learning
Kaitlyn Coburn; Kris Troy; Carly A. Busch; Naomi Barber-Choi; Kevin M. Bonney; Brock Couch; Marcos E. García-Ojeda; Rachel Hutto; Lauryn Famble; Matt Flagg; Tracy Gladding; Anna Kowalkowski; Carlos Landaverde; Stanley M. Lo; Kimberly MacLeod; Blessed Mbogo; Taya Misheva; Andy Trinh; Rebecca Vides; Erik Wieboldt; Cara Gormally; Jeffrey Maloy – CBE - Life Sciences Education, 2025
Trans* and genderqueer student retention and liberation is integral for equity in undergraduate education. While STEM leadership calls for data-supported systemic change, the erasure and othering of trans* and genderqueer identities in STEM research perpetuates cisnormative narratives. We sought to characterize how sex and gender data are…
Descriptors: LGBTQ People, Transgender People, Disproportionate Representation, Educational Research

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