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Zareen Alamgir; Habiba Akram; Saira Karim; Aamir Wali – Informatics in Education, 2024
Educational data mining is widely deployed to extract valuable information and patterns from academic data. This research explores new features that can help predict the future performance of undergraduate students and identify at-risk students early on. It answers some crucial and intuitive questions that are not addressed by previous studies.…
Descriptors: Data Analysis, Information Retrieval, Content Analysis, Information Technology
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Schwieger, Dana; Ladwig, Christine – Information Systems Education Journal, 2016
The demand for college graduates with skills in big data analysis is on the rise. Employers in all industry sectors have found significant value in analyzing both separate and combined data streams. However, news reports continue to script headlines drawing attention to data improprieties, privacy breaches and identity theft. While data privacy is…
Descriptors: Information Security, Information Systems, Data, Privacy
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Molluzzo, John C.; Lawler, James P. – Information Systems Education Journal, 2015
Big Data is becoming a critical component of the Information Systems curriculum. Educators are enhancing gradually the concentration curriculum for Big Data in schools of computer science and information systems. This paper proposes a creative curriculum design for Big Data Analytics for a program at a major metropolitan university. The design…
Descriptors: Curriculum Design, Data Analysis, Data Collection, Information Systems
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Waddington, R. Joseph; Nam, SungJin; Lonn, Steven; Teasley, Stephanie D. – Journal of Learning Analytics, 2016
Early Warning Systems (EWSs) aggregate multiple sources of data to provide timely information to stakeholders about students in need of academic support. There is an increasing need to incorporate relevant data about student behaviors into the algorithms underlying EWSs to improve predictors of students' success or failure. Many EWSs currently…
Descriptors: Dropout Prevention, Data Analysis, STEM Education, Core Curriculum
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Tang, Rong; Sae-Lim, Watinee – Education for Information, 2016
In this study, an exploratory content analysis of 30 randomly selected Data Science (DS) programs from eight disciplines revealed significant gaps in current DS education in the United States. The analysis centers on linguistic patterns of program descriptions, curriculum requirements, and DS course focus as pertaining to key skills and domain…
Descriptors: Data Analysis, Higher Education, Content Analysis, Program Descriptions
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LaBelle, Jeffrey; Kendall, Daniel – Journal of Catholic Education, 2016
What common values do diverse Jesuit institutions share? In what ways are Jesuit colleges and universities working to maintain mission, identity, and traditions within the context of 21st-century higher education? To ground their response to these questions, the researchers first review the historical and ecclesial developments that have…
Descriptors: Church Related Colleges, Universities, Institutional Characteristics, Catholics
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Saarela, Mirka; Karkkainen, Tommi – Journal of Educational Data Mining, 2015
Curricula for Computer Science (CS) degrees are characterized by the strong occupational orientation of the discipline. In the BSc degree structure, with clearly separate CS core studies, the learning skills for these and other required courses may vary a lot, which is shown in students' overall performance. To analyze this situation, we apply…
Descriptors: Data Analysis, Academic Achievement, Undergraduate Students, Core Curriculum
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Kristin L. Cook; Sarah B. Bush – Journal of College Science Teaching, 2015
As science teacher educators attempt to prepare teachers to underscore the aims of the Next Generation Science Standards (NGSS Lead States, 2013) alongside the Common Core State Standards for Mathematics (NGAC and CCSSO, 2010), they must pay close attention to the intersection of these two content areas. To address this challenge, the authors (a…
Descriptors: Science Education, Mathematics Education, Preservice Teachers, Skill Development
Umansky, Ilana M.; Reardon, Sean F.; Hakuta, Kenji; Thompson, Karen D.; Estrada, Peggy; Hayes, Katherine; Maldonado, Hilda; Tandberg, Susan; Goldenberg, Claude – Policy Analysis for California Education, PACE, 2015
Recent policy changes in California's education system have opened up a unique opportunity to improve educational opportunities for the state's 1.4 million English learner students (ELs). The implementation of new state standards including new English Language Development standards will require major changes in teaching and learning for all…
Descriptors: English Language Learners, Educational Opportunities, Outcomes of Education, Educational Policy
Data Quality Campaign, 2012
Consider the high-priority challenges facing education stakeholders today, such as measuring teacher effectiveness, implementing the Common Core State Standards, aligning K-12 and postsecondary education efforts with workforce demands, efficiently allocating resources, and ensuring that students stay on track to success. These efforts all rely on…
Descriptors: Educational Policy, Teacher Effectiveness, State Standards, Stakeholders
Davis, Carenado V. – ProQuest LLC, 2013
Online learning environments have been embraced by many institutions, faculty, and students as a viable adult learning option to the traditional face-to-face learning environment. As this mode of delivery for instruction continues to grow in acceptance, it is important to understand the characteristics of adult learners, the historical progression…
Descriptors: Comparative Analysis, Academic Achievement, Online Courses, Synchronous Communication
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Carmel, Justin H.; Yezierski, Ellen J. – Journal of College Science Teaching, 2013
College instruction aims not only to expand students' content knowledge, but also to help students develop practical skills, such as the ability to think critically. This study was conducted in a chemistry course for non science majors offered as part of a liberal education core curriculum at a large public university in the Midwest. Students…
Descriptors: Thinking Skills, Logical Thinking, Critical Thinking, Science Process Skills
ACT, Inc., 2016
This report provides information about the performance of Arkansas' 2016 graduating seniors who took the ACT as sophomores, juniors, or seniors; and self-reported at the time of testing that they were scheduled to graduate in 2016. Beginning with the Graduating Class of 2013, all students whose scores are college reportable, both standard and…
Descriptors: Academic Achievement, Academic Aspiration, Academic Standards, Achievement Tests
ACT, Inc., 2016
This report provides information about the performance of Georgia's 2016 graduating seniors who took the ACT as sophomores, juniors, or seniors; and self-reported at the time of testing that they were scheduled to graduate in 2016. Beginning with the Graduating Class of 2013, all students whose scores are college reportable, both standard and…
Descriptors: Academic Achievement, Academic Aspiration, Academic Standards, Achievement Tests
ACT, Inc., 2016
This report provides information about the performance of Colorado's 2016 graduating seniors who took the ACT as sophomores, juniors, or seniors; and self-reported at the time of testing that they were scheduled to graduate in 2016. Beginning with the Graduating Class of 2013, all students whose scores are college reportable, both standard and…
Descriptors: Academic Achievement, Academic Aspiration, Academic Standards, Achievement Tests
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