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Once a college has decided on the functionality it needs and has done the work to ensure it is ready, it may decide to partner with a vendor. To ensure the predictive analytics solution is implemented in a sustainable, ethical way, colleges should consider the following when selecting a vendor:

• Ensure that data and tools are flexible and fit the need
• Ensure transparent use of data
• Issues with predictive analytics vendor contracts
• Ensure privacy and security
• Supporting research and evaluation efforts
• Supporting staff professional development and implementation
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