Objective: The Hyde Amendment and related policies limit or prohibit Medicaid coverage of abortion services in the United States. Most research on cost-related abortion barriers relies on clinic-based samples, but people who desire abortions may never make it to a healthcare center. To examine a novel, pre-abortion population, we analyzed a unique qualitative dataset of posts from Reddit, a widely used social media platform increasingly leveraged by researchers, to assess financial obstacles among anonymous posters considering abortion.
Methods: In February 2020, we used Python to web-scrape the 250 most recent posts that mentioned abortion, removing all identifying information and usernames. After transferring all posts into NVivo, a qualitative software package, the team identified all datapoints related to cost. Three qualitatively trained evaluators established and applied codes, reaching saturation after 194 posts. The research team used a descriptive qualitative approach, using both inductive and deductive elements, to identify and analyze themes related to financial barriers.
Results: We documented multiple cost-related deterrents, including lack of funds for both the procedure and attendant travel costs, inability to afford desired abortion modality (i.e., medication or surgical), and for some, consideration of self-managed abortion options due to cost barriers.
Conclusions: Findings from this study underscore the centrality of cost barriers and third-party payer restrictions to stymying reproductive health access in the United States. Results may contribute to the growing evidence base and building political momentum focused on repealing the Hyde Amendment.
Keywords: Medicaid; abortion (illegal); abortion (induced); abortion clinics; abortion seekers; reproductive health services; reproductive rights; social media; third-party payers.