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Lee, Silvia Wen-Yu; Luan, Hui; Lee, Min-Hsien; Chang, Hsin-Yi; Liang, Jyh-Chong; Lee, Yuan-Hsuan; Lin, Tzung-Jin; Wu, An-Hsuan; Chiu, Ying-Ju; Tsai, Chin-Chung – Science Education, 2021
Promoting understanding of the epistemologies of science has long been the primary objective in science education, and can be viewed as a form of science learning outcome. Many studies have attempted to understand learners' conceptions of epistemology in science from various perspectives and methods; however, no recent reviews have focused on the…
Descriptors: Epistemology, Scientific Literacy, Science Education, Measurement
Van Houten, Lori; Dunn, Lenay; Bond, Molly Faulkner; Blitz, Jennifer; Makkonen, Reino; Austin, Kim – Regional Educational Laboratory West, 2021
This guide is designed to help district and school site leaders assess the professional learning needs of elementary school teachers to implement research-based recommendations for the instruction of English learner students. It comprises two tools--the Teacher Self-Reflection Tool and the Classroom Observation Tool--and outlines a 10-step process…
Descriptors: English Language Learners, Elementary School Teachers, Faculty Development, Evidence Based Practice
Khan, Anupam; Ghosh, Soumya K. – Education and Information Technologies, 2021
Student performance modelling is one of the challenging and popular research topics in educational data mining (EDM). Multiple factors influence the performance in non-linear ways; thus making this field more attractive to the researchers. The widespread availability of educational datasets further catalyse this interestingness, especially in…
Descriptors: Academic Achievement, Prediction, Data Analysis, Meta Analysis
Bensky, Tom – Physics Education, 2021
Here we demonstrate an inexpensive and straightforward electronic circuit that can be used to generate data in the form of counts, with the same statistical properties as those found in gamma-ray counting experiments. The circuit holds an avalanche Zener diode just below its Zener voltage, which allows for thermal electrons to traverse the in the…
Descriptors: Radiation, Statistics, Electronics, Science Activities
Meister, Sabine; Upmeier zu Belzen, Annette – Education Sciences, 2021
In this study, we investigated participants' reactions to supportive and anomalous data in the context of population dynamics. Based on previous findings on conceptions about ecosystems and responses to anomalous data, we assumed a tendency to confirm the initial prediction after dealing with contradicting data. Our aim was to integrate a…
Descriptors: Data, Logical Thinking, Preservice Teachers, Prediction
Lee, Yi-Hsuan; Haberman, Shelby J. – Journal of Educational Measurement, 2021
For assessments that use different forms in different administrations, equating methods are applied to ensure comparability of scores over time. Ideally, a score scale is well maintained throughout the life of a testing program. In reality, instability of a score scale can result from a variety of causes, some are expected while others may be…
Descriptors: Scores, Regression (Statistics), Demography, Data
Pearl, Dennis K.; Lesser, Lawrence M. – Teaching Statistics: An International Journal for Teachers, 2021
Jokes, cartoons, songs, videos, and quotes can be useful ways to engage students in discussion and learning key concepts about polling.
Descriptors: Surveys, Data Collection, Statistics Education, Teaching Methods
Schouten, Rianne Margaretha; Vink, Gerko – Sociological Methods & Research, 2021
Missing data in scientific research go hand in hand with assumptions about the nature of the missingness. When dealing with missing values, a set of beliefs has to be formulated about the extent to which the observed data may also hold for the missing parts of the data. It is vital that the validity of these missingness assumptions is verified,…
Descriptors: Data, Validity, Beliefs, Statistical Analysis
Lane, Justin D.; Shepley, Collin; Spriggs, Amy D. – Remedial and Special Education, 2021
Professionals working with individuals at risk for, or with, disabilities are required by federal legislation to select, implement, and formatively and summatively evaluate the effectiveness of evidence-based practices in typical settings. Although multiple resources related to graph construction and visual analysis are available in the…
Descriptors: Graphs, Professional Education, Data Analysis, Instructional Effectiveness
Logan, Jessica A. R.; Hart, Sara A.; Schatschneider, Christopher – AERA Open, 2021
Many research agencies are now requiring that data collected as part of funded projects be shared. However, the practice of data sharing in education sciences has lagged these funder requirements. We assert that this is likely because researchers generally have not been made aware of these requirements and of the benefits of data sharing.…
Descriptors: Data, Shared Resources and Services, Educational Research, Information Processing
Hutton, Amy – Strategic Enrollment Management Quarterly, 2021
Strategy and research are essential parts of strategic enrollment management (SEM), yet little information exists regarding how to use research and predictive analytics for effective strategy. It is often easier to react to what is happening in the moment, rather than be proactive in predicting the future or developing long-term plans. This…
Descriptors: Enrollment Management, Strategic Planning, Educational Research, Prediction
Oliveira Moraes, Laura; Pedreira, Carlos Eduardo – IEEE Transactions on Learning Technologies, 2021
Manually determining concepts present in a group of questions is a challenging and time-consuming process. However, the process is an essential step while modeling a virtual learning environment since a mapping between concepts and questions using mastery level assessment and recommendation engines is required. In this article, we investigated…
Descriptors: Computer Science Education, Semantics, Coding, Matrices
Wind, Stefanie A.; Schumacker, Randall E. – Educational and Psychological Measurement, 2021
Researchers frequently use Rasch models to analyze survey responses because these models provide accurate parameter estimates for items and examinees when there are missing data. However, researchers have not fully considered how missing data affect the accuracy of dimensionality assessment in Rasch analyses such as principal components analysis…
Descriptors: Item Response Theory, Data, Factor Analysis, Accuracy
Dunham, Kate; Negoita, Marian – New Directions for Community Colleges, 2021
In this chapter, we draw on the data collected during our evaluations of six TAACCCT grants to describe the challenges, successes, and transformative effect of adopting a developmental evaluation approach for community college programs.
Descriptors: Data Collection, Program Evaluation, Grants, Community Colleges
Makin, David A.; Willits, Dale W.; Brooks, Rachael – International Journal of Social Research Methodology, 2021
The growth of multimedia and increasing archival of this footage by public safety agencies presents as a watershed moment in converting this footage into actionable data that can inform and improve public safety practice. However, despite the considerable volume of archival footage, there remains a profound lack of research leveraging this data.…
Descriptors: Video Technology, Data Analysis, Observation, Police