In this Issue

Table of Contents

Editors’ Notes

Juan Garcia, John Gough
pp. 1-5
DOI: https://doi.org/10.1353/jaa.2021.a933982
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Data Science for Fundraising: A Review of Analytics in Fundraising

Ashutosh R. Nandeshwar
pp. 6-20
DOI: https://doi.org/10.1353/jaa.2021.a933983
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Predicting Capacity With Machine Learning

David Schemitsch
pp. 21-30
DOI: https://doi.org/10.1353/jaa.2021.a933984
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When XGBoost Tree Meets Humanity: An Exploration of Implementing New Machine Learning Techniques Into Everyday Fundraising Practice

Marianne M. Pelletier
pp. 31-43
DOI: https://doi.org/10.1353/jaa.2021.a933985
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Leveraging Insights From Other Industries to Accelerate Data-Driven Success in University Fundraising

Jim Dries, Hendrik Kits van Heyningen
pp. 44-53
DOI: https://doi.org/10.1353/jaa.2021.a933986
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2020 Vision: Observations on How Artificial Intelligence Is Disrupting the Business of Philanthropy

Melissa Cox
pp. 54-61
DOI: https://doi.org/10.1353/jaa.2021.a933987
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Hidden Voices: Using Social Listening to Uncover Audience Insights and Boost Advancement

Amanda K. Jeppson, Rebecca C. Stapley
pp. 62-72
DOI: https://doi.org/10.1353/jaa.2021.a933988
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Volume 2, 2022