Human-guided machine learning can improve computing intelligence, and it can accurately assist humans in various tasks. In education research, artificial intelligence (AI) is applicable in many situations, such as predicting students' learning paths and strategies. In this study, we explore the benefits of repetitive practice of short-answer…

In this study, it is aimed to determine the effect of the layered curriculum activities on students' academic achievement and retention of learning and to determine the students' views regarding the applied program. The research was carried out with random experimental model with pretest-posttest control group. In addition to quantitative data,…

Few studies have explored the learning opportunities different audiovisual genres may create for vocabulary learning. Even fewer have looked at how learners' viewing experience is affected by individual differences (IDs) in vocabulary size, attention, inhibition, or working memory. Such IDs have been shown to mediate early and long-term vocabulary…

Since the publishing of Nolan and Temple Lang's "Computing in the Statistics Curriculum" in 2010, the American Statistical Association issued new recommendations in the revised GAISE college report. To reflect modern practice and technologies, they emphasize giving students experience with multivariable thinking. Students develop…

Aligned with the 2021 AERA conference theme, which asks us as citizen-scholars to use educational research to address complex social and educational problems, the objective of this study is to provide the first nationally-representative, empirical evidence on the relationships among literacy, literacy skill use, and these information-seeking…

This project was the creation of a student support site to address student knowledge and skills needs at CC. The purpose of the project was to create on-demand training and frequently-asked-question pages. The site can be updated and expanded as needed. Lack of knowledge is a prevalent issue impacting student success in college. Current literature…

To provide personalized help to students who are working on code-writing problems, we introduce a data-driven tutoring system, ITAP (Intelligent Teaching Assistant for Programming). ITAP uses state abstraction, path construction, and state reification to automatically generate personalized hints for students, even when given states that have not…

The TV show Sense8 tells the story of eight strangers from all around the world who realize they are connected to each other in a unique way. While taking their first steps of their quest to understand what bonds them and how they relate to one another, they are challenged by powerful people who want to capture them. Their individual journeys…

All primary school children in England are required to write computer programs and learn about computational thinking. There are moves in other countries to this effect such as the U.S. K-12 Computer Science Framework (CSF) for development. Debates on how to program and what constitutes computational thinking are ongoing. Here we report on a study…

The purpose of the study is to analyze pre-service IT teachers' views on a five day seminar which is related to current methodologies and tools in K-12 computer programming education. The study sample consisted of 44 pre-service IT teachers who study as 3rd or 4th undergraduate program at Department of Computer Education and Instructional…

Colleges are increasingly offering online courses, including computer programming courses for business school students. Programming languages that are most useful to students are those that are widely used in the job market. However, the most popular computer languages change at least every three years. Therefore, the language used for instruction…

This review synthesizes literature on computing pedagogical content knowledge (PCK). Shulman introduced PCK in the 1980s to describe the amalgam of knowledge teachers draw upon in their work and use of the construct is increasing in the computing education community. From a systematic search of the literature, I identified 19 articles drawn from 9…

We discuss teaching and learning situations that surfaced when computer programming and mathematics were brought together in a course where students write computer code to explore mathematics problems. Combining programming and mathematics creates a rich ecosystem which, on top of traditional mathematics activities (writing solutions, proofs,…

The aim of the study was to determine the impact of project-based learning on academic achievements of vocational school of higher education students and to investigate their views on the topic. In the study, a mixed descriptive design where qualitative and quantitative data were both collected and analyzed. The quantitative part was conducted…

Computational thinking (CT) has attracted significant interest among many educators around the globe. Despite this growing interest, research on CT and programming education in elementary school remains at an initial stage. Many relevant studies have adopted only one type of method to assess students' CT, which may lead to an incomplete view of…