Commercial radio plays a vital role in the development of a genre’s cultural space, and significantly impacts broader industry decision-making practices. Radio influence how labels and publishers sign, produce and promote artists, and impacts the trajectory of the careers of artists (who depend on airplay exposure for other career opportunities). More critically, radio airplay often leads to chart success, and these charts are used as criteria for determining artists’ eligibility for industry accolades and/or events. While using charts as a criteria for determining a genre’s leading artists might seem to be a logical business decision, it is an increasingly problematic metric for industries built on a foundation of systemic racism and gender inequality. 

Gender representation has been at the fore of public debate about inequality within the popular music industry at large, and country music specifically. Within country music culture, this discussion has historically overlooked the absence of artists of colour participating in the industry, and in so doing advocates the inclusion of white women with no mention of Black, Indigenous, and Women of colour or 2SLGBTQIA+ artists who write, record, and produce country music. This is true of early SongData work, which focused solely on gender representation on popularity charts and airplay reports. As SongData’s work advanced through 2020, research on radio and charts has developed an intersectional approach to exploring the inequalities within the genre, exploring the ways in which industry practices have maintained and perpetuated a narrative of whiteness.

As much country music research has shown, the genre’s industry was developed in the 1920s on a musical colour line – one that segregated music not by musical style, but by race and geography. The categories chosen a century ago, “hillbilly” and “race”, may no longer be used today (replaced with “country” and “soul” or “R&B”), but they have reinforced the white racial framing of the genre throughout its history through the development of country radio, the recording industry and of the industry’s popularity charts, as well as the algorithms that underpin streaming services. This racial frame has also been perpetuated through continual discussion about “authenticity” that serves to create barriers for artists that are Black, Indigenous, and Musicians of Color who are put in a position of defending their place in the genre.

Growing out of the preliminary research findings of the two SongData projects, RadioData projects have centred on exploring issues of equity, diversity and inclusion on the weekly and yearend reports generated by country format radio. This work was born out of conversations with the advocacy group Woman of Music Action Network, and led to the publication of three reports on the declining representation of female artists on the format with the group. In these reports, we documented a 66% decline in the number of songs by women within the Top 150 songs on the yearend reports between 2000 and 2018, coupled with a drastic decline in spins for those songs – to a low of 8.9% of spins for their songs by 2018. This report was followed up with a study of the time of day of airplay, which addressed the distribution of spins for songs by women across the five dayparts. These projects led to a partnership with CMT’s EqualPlay Campaign, an initiative that advocates for inclusive programming on country radio. Released in February 2020, the EqualPlay report advanced an intersectional framework to focus on radio programming in 2019, and demonstrated the cyclic relationship between radio programming, chart activity, streaming algorithms and nominations for CMA awards within the industry.

Projects currently under development include studies of Top 40, R&B, Rock and Adult Contemporary formats, as well as individual station playlists. Of particular interest are issues related to inclusion and diversity on Canadian radio formats, and how stations comply with Canadian Content regulations.


RadioData projects have been made possible by the SSHRC Insight Development Grant (2018-2020) and a professional development grant from the Faculty of Arts at the University of Ottawa (2020). This work has benefitted from the knowledge and support of Woman of Music Action Network, who were consultants on the three of the first reports evaluating radio airplay.

Pop Radio (Canada)

Watson, Jada. 2021. “‘Changer le monde un hit à la fois’ : Programmation et diversité à CKOI.Les Cahiers de la société québécoise de recherche en musique. Special issues of Différences et inégalités de genres dans le milieu de la musique au Québec, 22 (1). 

Non-Commercial AAA Radio (USA)

Watson, Jada. 2023. Still Persisting. The Numbers. Slides from presentation at NonComm 2023. 4 May 2023.

Americana Radio (USA)

Conceison, Michelle, and Jada Watson. 2022. Representation in the Americana Radio Chart, 2018-2021. Released 12 September 2022.

Country Format Radio


Watson, Jada. 2019. “Gender Representation on Canadian Country Format Radio: A Study of Published Reports from 2005-2018.” SongData Reports; Ottawa, Ontario, Canada, 6 September. Report Brief available.


Watson, Jada. 2024. “‘Diversi’tea’: Spilling the Data on Inclusive Programming.” Presented at Country Radio Seminar, 1 March.

Diehm, Jan, and Jada Watson. 2023. “They Won’t Play a Lady-O on Country Radio: Examining Back-to-Back Plays by Gender, Race, and Sexual Orientation.The Pudding, 22 May.

Watson, Jada. 2023. “Redlining in Country Music 2.0: Representation in the Country Music Industry in 2021 and 2022.SongData Reports; Ottawa, Ontario, Canada, 17 March.

Watson, Jada. 2021. “Redlining in Country Music: Representation in the Country Music Industry (2000-2020).SongData Reports; Ottawa, Ontario, Canada, 12 March.

Watson, Jada. 2020. “Six Months of EqualPlay: An Update.SongData Reports; Ottawa, Ontario, Canada, 26 July 2020.

Watson, Jada. 2020. “Inequality on Country Radio: 2019 in Review.SongData Reports; Ottawa, Ontario, Canada, 17 February. Prepared in partnership with CMT’s EqualPlay Campaign. Associated Briefs: (1) Mediabase, Country Airplay Report Brief, (2) Billboard Country Airplay Charts Brief, (3) Billboard Country Streaming Brief, (4) Billboard Country Digital Song Sales Brief, and (5) Billboard Hot Country Songs Brief.

Watson, Jada. 2019. “Gender Representation on Country Format Radio: A Study of Spins Across Dayparts.SongData Reports; Ottawa, Ontario, Canada, 6 December. Prepared in consultation with Woman of Music Action Network. Report Brief available.

Watson, Jada. 2019. “Gender Representation on Billboard’s Country Airplay Chart: A Study of Weekly Charts from January 2018 to July 2019.SongData Reports; Ottawa, Ontario, Canada, 2 August. Prepared in consultation with Woman of Music Action Network.

Watson, Jada. 2019. “Gender Representation on Country Format Radio: A Study of Published Reports from 2000-2018.SongData Reports; Ottawa, Ontario, Canada, 26 April. Prepared in consultation with Woman of Music Action Network. Report Brief available.

Country Music Industry Awards (considers eligibility criteria)

Watson, Jada. 2020. “Inclusion and Diversity in the ACM Award History: A Study of Nominees and Winners, 2000-2019.SongData Reports, May 2020.

Watson, Jada. 2019. “Gender Representation of CMA Awards: A Study of Nominees and Winners, 2000-2019.SongData Reports, 12 November 2020.

Opinion Pieces

Watson, Jada. 2024. “2023 Country Radio Report.” The Nashville Briefing, 28 February.

Watson, Jada. 2023. “Country Music Almanac 2023: In the Loop.” Nashville Scene, 19 January.

Watson, Jada. 2021. “Grammys 2021 performer Mickey Guyton makes history – without country radio’s support.” NBC News Think, 14 March.

Watson, Jada. 2020. “Country Radio Has Ignored Female Artists for Years. And We Have the Data to Prove It.NBC News Think, 17 February.

Citations in Industry Reports

Black Music Action Coalition. 2022. “Three Chords & The Actual Truth: The Manufactured Myth of Country Music & White, 16 June.

Recording Academy Task Force. 2019. Final Report of the Recording Academy Task Force on Inclusion and Diversity., 12 December.

Citations in Legal Briefs

2018 Quadrennial Regulatory Review — Review of the Commission’s Broadcast Ownership Rules and Other Rules Adopted Pursuant to Section 202 of the Telecommunications Act of 1996, JointComment of musicFirst Coalition and Future of Music Coalition prepared by Rachel Stilwell, MB Docket No. 18-349 (Apr. 29, 2019).

Update: In January 2024 the Federal Communications Commission agreed with the filings prepared by Rachel Stilwell for musicFIRST Coalition and Future of Music Coalition to preserve local AM/FM ownership limits and promote diversity, localism and competition on local commercial radio. Read more on Stilwell Law’s blog.


Women of Country: Country Music Radio Has a Problem — What’s at Stake?” episode in Southword series, produced by Red Clay Media, 17 February 2020.

Critics Poll

Participated in the Nashville Scene’s 21st Annual Country Music Critics’ Poll. See The Results, the accompanying Data Mining article, and the Critics Comments.

Conference Presentations

Watson, Jada. “‘Changer le monde un hit à la fois’ : Programmation et diversité à CKOI.” Paper presented on a panel entitled Participation et legitimation en function du genre musical I : “Présences et représentativité » as part of Différences et inégalités de genre dans la musique au Québec; June 2021.

Watson, Jada. “Programming Inequality: Gender Representation on Canadian Country Radio (2005-2019).” Paper presented at the annual conference of the International Society for Music Information Retrieval; Montreal, QC, October 2020. View the paper (pg. 392-99), poster and video.

Invited Public Talks

‘The stars might lie, but the numbers never do’: What Big Data Tells us About Inequalities in Genre Cultures.” Invited speaker at Change the Conversation. Sponsored by Driven Communications; BMI (Nashville, TN), October 17, 2019.