data mining for higher education

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What Educational Institutions Are Doing and Can Do With

Data Mining Software

Salford Systems

Better predict each student’s Performance by taking into account More than grades

What factors lead to student success beyond grades?

Rethinking how to look at students to target to ensure their success

What factors lead to student success beyond grades? Why are some students more successful than others?

What factors lead toward graduation, and after how many years?

Salford Systems

Better manage marketing dollars for recruitment.

Salford Systems

Better understanding of factors related to struggling students, ultimately to increase

retention.

What factors lead to failure?

What factors lead to graduation?

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An understanding of support programs’

effectiveness.

Salford Systems

Better understanding demographic and other factors

Related to attracting quality students

Related to identifying accepted students that are unlikely to enroll

Salford Systems

Determine which non-need based packages attract the best students.

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Salford Systems

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What factors lead to student retention, especially at-risk

students?

Salford Systems

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Predict which students are likely to default on their student loans.

Salford Systems

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Comment!Which of these apply to you?