A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education

Prelims

Pages i-xiii

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Defining, Measuring, and Assessing Effectiveness

Pages 1-14

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Creating Shared Mission, Vision, and Values

Pages 15-29

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Measuring and Assessing Program Structure: Intended Performance

Pages 31-75

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Measuring and Assessing Instruction: Intended Performance

Pages 77-98

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Measuring and Assessing Support Services: Intended Performance

Pages 99-131

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Functional Data Modeling: Identifying the Drivers and Constraints of Actual Performance

Pages 133-144

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Institutional Data Modeling: Looking Beyond the Data

Pages 145-172

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Continuous Quality Improvement

Pages 173-193

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Afterword

Pages 195-195

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References

Pages 197-213

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Index

Pages 215-232

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