Improving graduation rates is one of the biggest missions in many universities across the country and it is surely the case on the campus of this institution. The work here presents a statistical tool box to use early academic performance as a predictor for graduation with logistic regression and machine learning techniques. The methods described…

Purpose: The purpose of this case study was to determine the impact of utilizing predictive modeling to improve successful course completion rates for at-risk students at California community colleges. A secondary purpose of the study was to identify factors of predictive modeling that have the most importance for improving successful course…

All across the country, leaders in colleges and universities are asking the same question: What can we do to improve student success, especially for the low-income students and students of color whose graduation rates often lag behind? This second practice guide: "Using Data to Improve Student Outcomes: Learning from Leading Colleges"…

Hispanic serving institutions (HSIs) in California have the potential to play a key role in raising Latino college completion rates. However, while HSIs provide access to higher education for Latinos, student success, persistence, and completion rates remain low. This study utilized the Integrated Postsecondary Education Data System and the…

U.S. education has experienced many waves of reform in responding to rapid changes in knowledge, technologies, and the economy. It is now widely accepted that, to succeed in the future, all young people must have the opportunity to develop critical thinking, problem-solving, collaboration, and communication competencies--often referred to as…

Concerns over the United States' global standing have spurred a national focus on improving postsecondary attainment. At the same time, many sectors of the economy find they have difficulty recruiting highly trained individuals to fill the good jobs that exist; jobs like nursing, respiratory care, dental hygiene, and various mid-level management…

Nationally, there are dozens of established indicators of school performance and thousands of possible combinations of those indicators to create an accountability framework. How do policy makers decide which variables are most important? This relates to measurement modeling -- that is, how to incorporate all pieces of the puzzle into a…

In this thesis a prediction model using graduation rate as the performance indicator is obtained for community colleges for three cohort years, 2003, 2004, and 2005 in the states of California, Florida, and Michigan. Multiple Regression analysis, using an aggregate of seven predictor variables, was employed in determining this prediction model.…

Today's nationwide focus on college completion is central to both individual and societal success. For individuals, attaining a credential has become essential to earn a livable wage and support a family. In addition, as each person's educational attainment increases, so does his or her capacity to contribute to the economy, his or her community,…

The nation is in an era of policy reform aimed at improving the productivity and effectiveness of higher education. Major philanthropies and policy groups have converged around variations of the ambitious college completion goals announced by President Obama at the beginning of his administration. But at the same time, many state governments,…

Great strides have been made by community school initiatives across the nation in their efforts to impact student achievement, attendance, student engagement, graduation rates, parent involvement and more. Data on community schools is growing and the authors encourage readers to review research reports and syntheses on results. The results…

Prediction models using graduation rate as the performance indicator were obtained for community colleges in California, Florida, and Michigan. The results of this study indicated that institutional graduation rate could be predicted effectively from an aggregate of student and institutional characteristics. A performance measure was computed, the…

Many would agree on the primacy of a high quality education for social and economic health, democracy, and individual prosperity, but scarcely a week goes by that we do not hear that a quality education for all children is not possible. Intercultural Development Research Association (IDRA) and their partners are told that parents don't care;…

The purpose of this pilot study was to explore another way to boost degree completion and transfer rates through helping students develop informed decision-making power; specifically, counseling methods in Los Angeles Community Colleges using the Relationship-Based model was examined. As part of this study, students would develop their research…

"Straight A's: Public Education Policy and Progress" is a biweekly newsletter that focuses on education news and events both in Washington, DC and around the country. The following articles are included in this issue: (1) Senate Appropriations Committee Passes Education Funding Bill: Bill Would Target 40 Percent of School Improvement…