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Highlighting examples of successful realignment of these priorities with a focus on contextualized design and implementation, the book charts a shift in the aim of systems. Rather than perpetuating existing norms as they have traditionally done, systems are taking measures to spark innovation across campuses and use evidence-based practices to foster student access and completion rates, better serve communities, and drive social mobility and economic growth. Each chapter concludes with a list of takeaways to guide other system leaders and administrators. 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The use of big data and the rapid acceleration of storage and analytics tools have led to a revolution of data use in higher education. Institutions have moved from relying largely on historical trends and descriptive data to the more widespread adoption of predictive and prescriptive analytics. Despite this rapid evolution of data technology and analytics tools, universities and colleges still face a number of obstacles in their data use. In How Colleges Use Data, Jonathan S. Gagliardi presents college and university leaders with an important resource to help cultivate, implement, and sustain a culture of evidence through the ethical and responsible use and adoption of data and analytics.   Gagliardi provides a broad context for data use among colleges, including key concepts and use cases related to data and analytics. He also addresses the different dimensions of data use and highlights the promise and perils of the widespread adoption of data and analytics, in addition to important elements of implementing and scaling a culture of evidence.  Demystifying data and analytics, the book helps faculty and administrators understand important topics, including:  • How to define institutional aspirations using data • Equity and student success • Strategic finance and resource optimization • Academic quality and integrity • Data governance and utility • Implicit and explicit bias in data • Implementation and planning • How data will be used in the future  How Colleges Use Data helps college and university leaders understand what a culture of evidence in higher education truly looks like.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51330286223633,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ GOOD \/ SBYB","offer_id":51330289074449,"sku":"CIN1421445190G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51503813853457,"sku":"NIN9781421445199","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1421445190.jpg?v=1751178249"},{"product_id":"analytics-revolution-in-higher-education-book-jonathan-s-gagliardi-9781620365762","title":"The Analytics Revolution in Higher Education","description":"This book helps readers understand and respond to this analytics revolution, examining the evolving dynamics of the institutional research (IR) function, and the many audiences that institutional researchers need to serve.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52670165549329,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52670165745937,"sku":"NLS9781620365762","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781620365762.jpg?v=1762289113"},{"product_id":"higher-education-systems-redesigned-book-jonathan-s-gagliardi-9781438487670","title":"Higher Education Systems Redesigned","description":"Brings together scholars and higher education system leaders to highlight concrete examples of system change and realignment to advance student success.  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