December 6, 2022

We’re building a better system for tracking source diversity — and we need your help

Historically, we know that disproportionately white newsrooms and the journalism they produce have not been inclusive of Black, Latino, Hispanic, and Indigenous communities, among others. Industry-wide, we must diversify our newsrooms for the sake of our future and our ability to connect with the communities we report with and for. We also know we have to develop better systems to keep track of whose voices and perspectives we’re elevating. We need those systems to hold ourselves accountable. 

How we started 

Two years ago, our then editor-in-chief and a working group of Chalkbeat’s Diversity, Equity, Inclusion, and Belonging committee embarked on a source auditof two popular recurring features: How I Teach, in which reporters interview educators about their best practices and lessons learned, and First Person, essays by parents, students, teachers, and other individuals on the front lines of efforts to improve public education. 

We looked for source audit examples from other newsrooms, and we soon realized there was a problem: While many media organizations are trying to do this work, we’ve been doing so in silos and starting from scratch each time. 

Some individual journalists, including Ben Casselman of the New York Times, are doing this on their own, while newsrooms such as WHYY, KCUR, Spotlight PA, Wisconsin Public Radio, and North Carolina Health News have made headway with systems ranging from low-tech spreadsheets to building forms into content management systems. 

For Chalkbeat’s audit, we set up a Google Sheet and manually tallied the gender and race/ethnicity demographics of First Person authors and of the teachers, administrators, and school workers featured in How I Teach throughout 2018 and into 2019. We found that Chalkbeat was overrepresenting white voices when we compared to the makeup of the school districts we cover. We shared these findings with Gabrielle Birkner, the editor newly overseeing both features, to incorporate race and gender questions into the interviewing and editing process. And in our later analysis of 2020 data, we found that we increased the share of Black and Hispanic/Latina(o) voices. To continue making progress in this area, we need to seek out more voices of Native American and Latino authors and educators, as well as those whose gender identity doesn’t conform to the male-female binary. 

While we’d love to expand this kind of audit to the rest of Chalkbeat’s reporting, we realized another problem: Asking our reporters and editors to track this data manually could prove time-consuming and inefficient.

This article was originally posted on We’re building a better system for tracking source diversity — and we need your help

Sydney Boles