Set in a medium sized, suburban, two-year community college, this study explores the initial development of an actionable predictive risk model for first-year retention based on data currently collected and to identify target variables upon which data should be collected to improve future versions of the model. Institutional data were analyzed by means of Analysis of Variance and logistic regression and ordinary least squares regression analyses. Results suggested there are several important variables for which data as available but the risk model as developed has relatively low predictive power. The results of this study are used to inform College administrators, faculty, and staff about risk modeling, conclusions that can be drawn from existing data, and provide guidance on additional relevant variables upon which data should be collected. Additionally, recommendations for future research are discussed for this study’s institution and the field of education as it relates to Community Colleges. / Educational Leadership
| Identifer | oai:union.ndltd.org:TEMPLE/oai:scholarshare.temple.edu:20.500.12613/3536 |
| Date | January 2016 |
| Creators | Schwartz, Mark Scott |
| Contributors | DuCette, Joseph P., Davis, James Earl, 1960-, DuCette, Joseph P., Davis, James Earl, 1960-, Witham, Keith, Carter, Virginia |
| Publisher | Temple University. Libraries |
| Source Sets | Temple University |
| Language | English |
| Detected Language | English |
| Type | Thesis/Dissertation, Text |
| Format | 103 pages |
| Rights | IN COPYRIGHT- This Rights Statement can be used for an Item that is in copyright. Using this statement implies that the organization making this Item available has determined that the Item is in copyright and either is the rights-holder, has obtained permission from the rights-holder(s) to make their Work(s) available, or makes the Item available under an exception or limitation to copyright (including Fair Use) that entitles it to make the Item available., http://rightsstatements.org/vocab/InC/1.0/ |
| Relation | http://dx.doi.org/10.34944/dspace/3518, Theses and Dissertations |
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