Books
Age of Surveillance Capitalism (Shoshana Zuboff)
Algorithms of Oppression: How Search Engines Reinforce Racism (Safiya Umoja Noble)
Artificial Unintelligence (Meredith Broussard)
Biased: Uncovering the Hidden Prejudice That Shapes What We See, Think, and Do (Jennifer L. Eberhardt) (New!)
Black Feminism in Qualitative Inquiry: A Mosaic for Writing our Daughter’s Body (Venus E. Evans-Winters)
The Book of Why (Judea Pearl) 
Can We Know Better?: Reflections for development (Robert Chambers)
Decolonizing Methodologies: Research and Indigenous Peoples
(Linda Tuhiwai Smith)
Ethics of Big Data: Balancing Risk and Innovation (Kord Davis) (New!)
Feminist Evaluation and Research: Theory and Practice (Sharon Brisolara, Denise Seigart, Saumitra Sen Gupta)
Feminist Measures in Survey Research (Catherine E. Harnois)
How to Lie with maps
(Mark Monmonier)
The Goldilocks Challenge: Right-Fit Evidence for the Social Sector (Mary Kay Gugerty)
Identification Revolution: Can Digital ID be Harnessed for Development? (Alan Gelb, Anna Diofasi Metz)
If Women Counted: A New Feminist Economics (MarilynWaring)
Indigenous Statistics
(Maggie Walter and Chris Andersen)
Invisible Women: Data Bias in a World Designed for Men (Caroline Criado Perez) (New!)
Numbered Lives (Jacqueline Wernimont , Elizabeth Losh , Celia Pearce) (New!)
Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech (Sara Wachter-Boettche)
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Cathy O’Neil)
What Works: Gender Equality by Design (Iris Bohnet)
White Logic, White Methods: Racism and Methodology (Tukufu Zuberi, Eduardo Bonilla-Silva, Tukufu Zuberi, Eduardo Bonilla-Silva)

Papers/Articles
Equitable Evaluation Framing Paper from the Center for Evaluation Innovation, Institute forFoundation and Donor Learning, Dorothy A Johnson Center for Philanthropy and Luminare Group

Podcast Episodes
All the episodes of this season of Future Perfect are dealing with equity and ethics in philanthropy and data  (New!)
All In: Data for Community Health Podcast: How Can Neighborhood-Level Data Improve Health and Equity?
Data Points Podcast Episode 55 – Creating Racial Equity in Grand Rapids