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Scaling Student Success with Predictive Analytics: Reflections after Four Years in the Data Trenches
Peer reviewed
Direct linkWagner, Ellen; Longanecker, David – Change: The Magazine of Higher Learning, 2016
The metrics used in the US to track students do not include adults and part-time students. This has led to the development of a massive data initiative--the Predictive Analytics Reporting (PAR) framework--that uses predictive analytics to trace the progress of all types of students in the system. This development has allowed actionable,…
Descriptors: Predictor Variables, Reflection, Academic Achievement, Models
Vella, Elizabeth J.; Turesky, Elizabeth F.; Hebert, Jenni – Quality Assurance in Education: An International Perspective, 2016
Purpose: The purpose of this paper is to use a heutagogical approach to determine whether students enrolled in blended courses achieve higher grades relative to those enrolled in completely online courses, in addition to identifying demographic predictors of academic success in college courses involving Web-based modes of instruction.…
Descriptors: Predictor Variables, Grade Point Average, Gender Differences, Blended Learning
Andrade Brito, Fernanda A. – ProQuest LLC, 2017
Nursing programs across the United States (U.S.) rely upon simulation to complement or substitute for traditional clinical experiences. The purpose of this secondary analysis study is to use de-identified National Nursing Education Network (NNERN) (2015-2016) survey data of nursing students who participated in simulation to examine which selected…
Descriptors: Nursing Education, Sample Size, Multiple Regression Analysis, Clinical Experience
Economos, Jennifer Lynn – ProQuest LLC, 2013
Some professors are expected to remain competitive research scholars, as well as teach, particularly in research-intensive universities. It has been argued that some professors spend too much time on research to obtain institutional incentives or promotion, and not enough time on teaching. Consequently, some adjuncts assume the responsibility for…
Descriptors: Graduate Students, Student Attitudes, College Faculty, Pedagogical Content Knowledge
Crisp, Gloria; Nora, Amaury; Taggart, Amanda – American Educational Research Journal, 2009
This study examined the demographic, pre-college, environmental, and college factors that impact students' interests in and decisions to earn a science, technology, engineering, or mathematics (STEM) degree among students attending a Hispanic Serving Institution (HSI). Results indicated that Hispanic students were well represented among STEM…
Descriptors: Student Characteristics, Influences, Majors (Students), Hispanic American Students
Download full textClery, Sue; Topper, Amy – Achieving the Dream, 2008
Nearly one-quarter of students in community colleges leave school during the first year of enrollment for reasons other than transfer or credential completion. Generally, nontraditional community college students drop out within their first year at higher rates than do traditional students. Using data from Achieving the Dream: Community Colleges…
Descriptors: Community Colleges, Credits, Dropouts, Nontraditional Students
