The Giving Institute, research done by Indiana University Lily School of Philanthropy
Fidelity Charitable
Merrill Lynch and Age Wave
Steve MacLaughlin, Blackbaud Vice President, Data & Analytics, and Blackbaud Institute Senior Advisor
Women's Philanthropy Institute, Lily Family School of Philanthropy