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Cai, Zhiqiang; Siebert-Evenstone, Amanda; Eagan, Brendan; Shaffer, David Williamson – Grantee Submission, 2021
When text datasets are very large, manually coding line by line becomes impractical. As a result, researchers sometimes try to use machine learning algorithms to automatically code text data. One of the most popular algorithms is topic modeling. For a given text dataset, a topic model provides probability distributions of words for a set of…
Descriptors: Coding, Artificial Intelligence, Models, Probability
Kim Luttgen; Kevin Huang; Eunice Chow; Shuangting Yang; Linlin Li – Grantee Submission, 2024
Rural students often face challenges in receiving high-quality education in science, technology, engineering, and math (STEM). Yet without meaningful STEM educational opportunities, rural students might not develop the knowledge and skills needed to compete in a technology-driven workforce. The Learning by Making program (LbyM), an innovative…
Descriptors: Rural Schools, STEM Education, Educational Innovation, Achievement Gap
Kucharczyk, Suzanne; Reutebuch, Colleen K.; Carter, Erik W.; Hedges, Susan; El Zein, Farah; Gustafson, Jenny R. – Grantee Submission, 2015
The outcomes of students with autism spectrum disorder (ASD) are driving the field to address how secondary education might be optimally designed and delivered. We conducted 28 focus groups across four states to explore the contexts, considerations, and complexities associated with delivering and combining evidence-based interventions to meet the…
Descriptors: Autism, Pervasive Developmental Disorders, Adolescents, Student Needs
Hedges, Susan H.; Kirby, Anne V.; Sreckovic, Melissa A.; Kucharczyk, Suzanne; Hume, Kara; Pace, Stephanie – Grantee Submission, 2014
High school students with autism spectrum disorder (ASD) often struggle in the complex social and academic secondary environment. Current literature suggests postsecondary success is limited for adults with ASD, but little is known about the high school experiences of individuals with ASD that may be impacting their postsecondary outcomes. Focus…
Descriptors: Pervasive Developmental Disorders, Autism, High School Students, Barriers