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Flanigan, Abraham E.; Peteranetz, Markeya S.; Shell, Duane F.; Soh, Leen-Kiat – ACM Transactions on Computing Education, 2022
Two studies investigated change in computer science (CS) students' implicit intelligence beliefs. Across both studies, we found that the strength of incremental and entity beliefs changed across time. In Study 1, we found that incremental beliefs decreased and entity beliefs increased across the semester. Change in implicit intelligence beliefs…
Descriptors: Attitude Change, Computer Science Education, Student Attitudes, Intelligence
Peteranetz, Markeya S.; Soh, Leen-Kiat; Shell, Duane F.; Flanigan, Abraham E. – IEEE Transactions on Education, 2021
Contribution: This article presents a synthesis of the findings and implications from the IC2Think program of research in undergraduate computer science (CS) courses examining student motivation and self-regulated learning (SRL). These studies illuminate both the difficulty and potential for motivating CS students, as well as the uniqueness of CS…
Descriptors: Student Motivation, Independent Study, Computer Science Education, Program Evaluation
Wang, Shiyuan; Shell, Duane F.; Flanigan, Abraham; Peteranetz, Markeya; Soh, Leen-Kiat – AERA Online Paper Repository, 2017
The purpose of the present study was to investigate how inclusion of computational creativity exercises (CCE) based on Epstein's Generativity Theory (1996, 2005; Epstein, Schmidt, & Warel, 2008) in post-secondary computer science [CS] courses affected students' class grades, learning of computational thinking and CS knowledge, self-efficacy,…
Descriptors: Creativity, College Students, Computer Science Education, Self Efficacy
Peteranetz, Markeya S.; Flanigan, Abraham E.; Shell, Duane F.; Soh, Leen-Kiat – IEEE Transactions on Education, 2018
Contribution: This paper provides evidence that computational creativity exercises (CCEs) can increase engineering students' learning in introductory computer science (CS1) courses. Its main contribution is its more rigorous treatment/control group research design that allows testing for causal influences of CCEs on student learning and…
Descriptors: Engineering Education, Evidence Based Practice, Problem Solving, Control Groups
Nelson, Katherine G.; Shell, Duane F.; Husman, Jenefer; Fishman, Evan J.; Soh, Leen-Kiat – Journal of Engineering Education, 2015
Background: Technical, nonengineering required courses taken at the onset of an engineering degree provide students a foundation for engineering coursework. Students who perform poorly in these foundational courses, even in those tailored to engineering, typically have limited success in engineering. A profile approach may explain why these…
Descriptors: Metacognition, Engineering Education, Profiles, Barriers
Peteranetz, Markeya S.; Flanigan, Abraham E.; Shell, Duane F.; Soh, Leen-Kiat – IEEE Transactions on Education, 2017
Computational thinking and creative thinking are valuable tools both within and outside of computer science (CS). The goal of the project discussed here is to increase students' achievement in CS courses through a series of computational creativity exercises (CCEs). In this paper, the framework of CCEs is described, and the results of two separate…
Descriptors: Computer Science Education, Introductory Courses, Metacognition, Engineering Education
Miller, L. Dee; Soh, Leen-Kiat; Samal, Ashok; Kupzyk, Kevin; Nugent, Gwen – Journal of Educational Data Mining, 2015
Learning objects (LOs) are important online resources for both learners and instructors and usage for LOs is growing. Automatic LO tracking collects large amounts of metadata about individual students as well as data aggregated across courses, learning objects, and other demographic characteristics (e.g. gender). The challenge becomes identifying…
Descriptors: Comparative Analysis, Data Analysis, Hierarchical Linear Modeling, Electronic Learning
Shell, Duane F.; Soh, Leen-Kiat – Journal of Science Education and Technology, 2013
The goal of the present study was to utilize a profiling approach to understand differences in motivation and strategic self-regulation among post-secondary STEM students in major versus required non-major computer science courses. Participants were 233 students from required introductory computer science courses (194 men; 35 women; 4 unknown) at…
Descriptors: College Students, Student Motivation, STEM Education, Computer Science Education
Miller, L. D.; Soh, Leen-Kiat; Samal, Ashok; Nugent, Gwen – International Journal of Artificial Intelligence in Education, 2012
Learning objects (LOs) are digital or non-digital entities used for learning, education or training commonly stored in repositories searchable by their associated metadata. Unfortunately, based on the current standards, such metadata is often missing or incorrectly entered making search difficult or impossible. In this paper, we investigate…
Descriptors: Computer Science Education, Metadata, Internet, Artificial Intelligence
Spradling, Carol; Soh, Leen-Kiat; Ansorge, Charles J. – Computer Science Education, 2009
A national web-based survey was administered to 700 undergraduate computer science (CS) programs in the United States as part of a stratified random sample of 797 undergraduate CS programs. The 251 program responses (36% response rate) regarding social and professional issues are presented. This article describes the demographics of the…
Descriptors: College Faculty, Guidelines, Teacher Attitudes, Curriculum Design
Soh, Leen-Kiat; Samal, Ashok; Nugent, Gwen – Computer Science Education, 2007
This paper describes the Reinventing Computer Science Curriculum Project at the University of Nebraska-Lincoln. Motivated by rapid and significant changes in the information technology and computing areas, high diversity in student aptitudes, and high dropout rates, the project designed and implemented an integrated instructional/research…
Descriptors: Computer Science Education, Curriculum Development, Integrated Curriculum, Introductory Courses
Nugent, Gwen; Soh, Leen-Kiat; Samal, Ashok; Lang, Jeff – Computer Science Education, 2006
An introductory CS1 course presents problems for educators and students due to students' diverse background in programming knowledge and exposure. Students who enroll in CS1 also have different expectations and motivations. Prompted by the curricular guidelines for undergraduate programmes in computer science released in 2001 by the ACM/IEEE, and…
Descriptors: Introductory Courses, Computer Science Education, Program Implementation, Screening Tests
Nugent, Gwen; Soh, Leen-Kiat; Samal, Ashok – Journal of Educational Technology Systems, 2006
A learning object is a small, stand-alone, mediated content resource that can be reused in multiple instructional contexts. In this article, we describe our approach to design, develop, and validate Shareable Content Object Reference Model (SCORM) compliant learning objects for undergraduate computer science education. We discuss the advantages of…
Descriptors: Undergraduate Study, Computer Science Education, Student Reaction, Academic Achievement
Soh, Leen-Kiat; Samal, Ashok; Nugent, Gwen – Journal on Educational Resources in Computing, 2005
Closed laboratories are becoming an increasingly popular approach to teaching introductory computer science courses, as they facilitate structured problem-solving and cooperation. However, most closed laboratories have been designed and implemented without embedded instructional research components for constant evaluation of the laboratories'…
Descriptors: Computer Science Education, Student Needs, Research Design, Laboratories