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Ormerod, Christopher; Lottridge, Susan; Harris, Amy E.; Patel, Milan; van Wamelen, Paul; Kodeswaran, Balaji; Woolf, Sharon; Young, Mackenzie – International Journal of Artificial Intelligence in Education, 2023
We introduce a short answer scoring engine made up of an ensemble of deep neural networks and a Latent Semantic Analysis-based model to score short constructed responses for a large suite of questions from a national assessment program. We evaluate the performance of the engine and show that the engine achieves above-human-level performance on a…
Descriptors: Computer Assisted Testing, Scoring, Artificial Intelligence, Semantics
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Henninger, Mirka; Debelak, Rudolf; Strobl, Carolin – Educational and Psychological Measurement, 2023
To detect differential item functioning (DIF), Rasch trees search for optimal split-points in covariates and identify subgroups of respondents in a data-driven way. To determine whether and in which covariate a split should be performed, Rasch trees use statistical significance tests. Consequently, Rasch trees are more likely to label small DIF…
Descriptors: Item Response Theory, Test Items, Effect Size, Statistical Significance
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Hemmler, Yvonne M.; Rasch, Julian; Ifenthaler, Dirk – TechTrends: Linking Research and Practice to Improve Learning, 2023
Educational recommender systems offer benefits for workplace learning by tailoring the selection of learning activities to the individual's learning goals. However, existing systems focus on the learner as the primary stakeholder of learning processes and do not consider the organization's perspective. We conducted a systematic review to develop a…
Descriptors: Workplace Learning, Educational Objectives, Educational Technology, Artificial Intelligence
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Abel, Roman – Cognitive Science, 2023
Research on sequence effects on learning "visual" categories has shown that interleaving (i.e., studying the categories in a mixed manner) facilitates category induction as compared to blocking (i.e., studying the categories one by one), but learners are unaware of the interleaving effect and prefer blocking. However, little attention…
Descriptors: Sequential Learning, Sensory Experience, Learning Modalities, Auditory Stimuli
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Mari, Magali A.; Clément, Fabrice; Paulus, Markus – Developmental Psychology, 2023
The psychological mechanisms that subserve inductions about novel social categories in childhood are hotly debated. While research demonstrated that language, and in particular generic statements, plays a major role in how children learn to attribute properties to social categories, developmental theories propose other mechanisms. One theoretical…
Descriptors: Labeling (of Persons), Classification, Children, Childrens Attitudes
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Yamauchi, Taisei; Flanagan, Brendan; Nakamoto, Ryosuke; Dai, Yiling; Takami, Kyosuke; Ogata, Hiroaki – Smart Learning Environments, 2023
In recent years, smart learning environments have become central to modern education and support students and instructors through tools based on prediction and recommendation models. These methods often use learning material metadata, such as the knowledge contained in an exercise which is usually labeled by domain experts and is costly and…
Descriptors: Mathematics Instruction, Classification, Algorithms, Barriers
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de Gamboa, Genaro; Badillo, Edelmira; Font, Vicenç – Canadian Journal of Science, Mathematics and Technology Education, 2023
The making of mathematical connections in the classroom plays a dual role. While many studies highlight the importance of connections for the learning of mathematics, others inform of students' difficulties associated with the making of connections. This study aims to characterise the mathematical connections that arise in habitual classroom…
Descriptors: Mathematics Instruction, Classroom Techniques, Teaching Methods, Teacher Student Relationship
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Young, Jemimah; Young, Jamaal – Multicultural Perspectives, 2023
Disparate educational outcomes persist for culturally and linguistically diverse learners despite numerous efforts to encourage pre-service and in-service teachers to adopt culturally relevant education. The operationalization of culturally relevant education, however, remains relatively unexplored as an explanation for teacher resistance.…
Descriptors: Culturally Relevant Education, Inclusion, Educational Practices, Curriculum Implementation
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Bardon, Robert E.; Peters, Kristin; Parajuli, Rajan; Jayaratne, K. S. U. – Journal of Extension, 2023
Forest landowners are an important target audience for many state Extension programs. Acknowledging the differences and associations between landownership values, characteristics, and educational preferences of forest landowners should lead to improvement of educational programs and ensuring that educational needs are being met. Through an…
Descriptors: Educational Needs, Forestry, Forestry Occupations, Land Settlement
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Cunningham, Kathleen M. W.; Osworth, David – Education Policy Analysis Archives, 2023
This study aims to illustrate how states include an improvement science approach to educational improvement in their Every Student Succeeds Act (ESSA) state plan. Through a qualitative content analysis of 52 state ESSA plans, we propose an introductory organizational typology to categorize states based on their explicit inclusion of improvement…
Descriptors: Classification, Educational Improvement, Science Education, Elementary Secondary Education
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Sackstein, Suzanne; Matthee, Machdel; Weilbach, Lizette – Education and Information Technologies, 2023
Research that employs theory provides a framework and structure in which complex phenomenon, can be understood. While many theories have been developed to study people's technology usage, the plurality of perspectives offered are complex to navigate due to the diverse range of problems and topics addressed and the varied theoretical foundations…
Descriptors: Educational Theories, Models, Technology Uses in Education, Hermeneutics
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Pfeiffer, Karin A.; Lisee, Caroline; Westgate, Bradford S.; Kalfsbeek, Cheyenne; Kuenze, Christopher; Bell, David; Cadmus-Bertram, Lisa; Montoye, Alexander H.K. – Measurement in Physical Education and Exercise Science, 2023
A universal approach to characterizing sport-related physical activity (PA) types in sport settings does not yet exist. Young adults (n = 30), 19-33 years, engaged in a 15-min activity session, performing warm-ups, 3-on-3 soccer, and 3-on-3 basketball. Videos were recorded and manually coded as criterion PA types (walking, running, jumping, rapid…
Descriptors: Athletics, Physical Activity Level, Barriers, Measurement Equipment
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Ghamrawi, Norma; Tamim, Rana M. – Education and Information Technologies, 2023
This study investigated a digital reform initiative, rated excellent by the government, of one higher education institution (HEI) in an Arab State in the Gulf. The focus of the study was to develop a digital typology, while exploring the leadership attributes that characterized the core leadership team, as they accomplished the migration towards a…
Descriptors: Educational Technology, Leadership, Higher Education, Handheld Devices
Bibi, Ghazala – ProQuest LLC, 2023
This research paper explores the relationship between dynamic capabilities and innovation performance in research universities in the United States, with a focus on technology transfer as a means of promoting economic and societal development. The study draws on the dynamic capability's theory developed by Teece et al. (2007), which offers a…
Descriptors: Research Universities, Technology Transfer, Educational Development, Economic Development
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A. Rui Gomes; Liliana Fontes; Ana Cristina Costa Figueiredo – European Journal of Psychology and Educational Research, 2023
Life skills are personal resources that can be trained and applied in a specific situation and transferred to other contexts. The growing body of research has shown that intervention programs produce positive results in learning and transferring life skills. Nonetheless, there is a need to clarify the efficacy of life skills training, namely the…
Descriptors: Daily Living Skills, Training, Models, Skill Development
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