Tracking Abortion Access Through Online Conversations: Insights from Reddit

Betsy Pleasants finds herself at a critical juncture in reproductive health research, having pivoted her focus to the effects of the Supreme Court's decision to overturn Roe v. Wade. Initially aiming to examine how the COVID-19 pandemic impacted abortion services, her work evolved in response to this seismic policy shift.

In 2022, while a graduate student at UC Berkeley, Pleasants seized the opportunity to study social media conversations surrounding abortion by conducting a thorough analysis of posts from the Reddit forum r/abortion. Partnering with her thesis committee, she aimed to document emerging barriers to abortion access as they unfolded in real-time in the wake of increased restrictions across various states.

“When it became clear that Roe v. Wade was going to be overturned, we all agreed that we had to shift the project,” said Pleasants, who now serves as a postdoctoral research associate at the Center for Women’s Health Research at the University of North Carolina. She emphasized the importance of capturing insights that reflect the immediate effects of such a significant legal change.

Through an innovative blend of natural language processing (NLP) and qualitative analysis, Pleasants and her colleagues sifted through thousands of posts to map the evolving conversation around abortion access. They identified key issues, encapsulating both traditional barriers such as high costs and limited clinic availability, along with newer challenges like delays in obtaining abortion medications and heightened legal concerns.

“This kind of research is an act of documenting in an effort to work towards evidence-based policy change over time,” Pleasants stated, outlining her position on the necessity of advocating for improved access to reproductive healthcare. Her findings underscore the growing urgency for comprehensive data to inform policy directions.

Through the analysis of over 7,000 posts, the research team identified an array of topics, which conversed about both logistical and emotional aspects of seeking abortion care. These discussions reveal a complex tapestry of barriers, from state legislation to social stigma. In combination with NLP, human oversight ensured that the interpretation was nuanced, allowing the researchers to dig deeper into the implications of these online narratives.

A New Model for Studying Online Discourse

Pleasants' fascination with health information access began in her youth in Durham, North Carolina, where she experienced first-hand the stark disparities in sex education and health resources. This background motivated her pursuit of medical anthropology, where she would explore the intersections of healthcare, culture, and policy.

"A big question that came up for me was: ‘Do I want to work within that system or do I want to critically engage with it?’” she recalled, which ultimately guided her towards a focus on broadening access to reproductive health services.

Her research methodology enabled her to bring to light voices often overlooked by traditional healthcare studies. The anonymity of Reddit allowed individuals to candidly share their experiences without the inhibitions of face-to-face interactions, thus uncovering obstacles that might otherwise go unreported in more formal settings.

In the wake of the Roe v. Wade reversal, Pleasants observed an uptick in users seeking support through Reddit. This highlighted the platform's role as a vital resource for information and shared experiences, further underscoring the importance of her research.

To protect user privacy, the research employed a rigorous "heavy disguise" process, ensuring that potentially identifiable posts were transformed into composite quotations. This measure highlights a growing ethical consideration as researchers explore the boundaries of public data usage in sensitive contexts like reproductive health.

As Pleasants' work broadens to include men's health, contraception, and the dissemination of misinformation online, the stakes have only elevated. “The importance of the research doesn’t lessen just because policies make the work harder,” she explained, reinforcing the ongoing necessity for comprehensive and accurate data in pressing social issues.

Researchers like Pleasants are not only adeptly navigating the complexities of modern technology — they’re also ensuring a rigorous approach to studying critical health discussions. As conversations surrounding reproductive health continue to evolve, the insights drawn from platforms like Reddit are invaluable for shaping future policies and services.

Encouraged by her mentors and her own observations, Pleasants emphasizes the need for a balanced methodology that respects the privacy of participants without sacrificing the quality of findings. With many individuals turning to digital forums during challenging times, her commitment to exploring these uncharted waters serves as a beacon for future research in a tumultuous policy environment.