Examining Public Communication About Surgical Cancer Care on Twitter

Introduction: Social media platforms like Twitter are highly utilized for communicating about cancer care. Although surgery is the primary curative treatment for solid malig-nancies, little is known about online communication behaviors regarding this treatment modality. This study tracked online discussions and characterized participants to better characterize the content of public communication about surgical cancer care. Methods: Tweets referencing cancer surgery were collected from 2018 to 2021 using Twit-ter's Application Programming Interface. Metadata (e.g., profile biography, follower count) was used to predict user demographic information. Natural language processing was performed using Latent Dirichlet Allocation to identify common themes of conversation and mentioned cancer sites. Results: There were 442,840 tweets about cancer surgery by 262,168 users, including in-dividuals (65%), influencers (1.5%), surgeons (1%), and oncologists (0.5%). Following the onset of the COVID-19 pandemic, tweets mentioning delays in care increased by 21.7% (1971-57,846 tweets). Individuals commonly mentioned surgical costs (20.3%) and post-operative recovery (21.6%). Surgeons and oncologists frequently mentioned research (52.7%), but infrequently mentioned community support (7.8%) or survivorship (9.3%). Relative to their prevalence, neurologic cancers were most discussed (231 tweets per 1000 operations) while thoracic (29 tweets per 1000 operations) and urologic cancers were least discussed (12 tweets per 1000 operations). Conclusions: Twitter was utilized by patients to discuss real-time issues such as COVID-19-related surgical delays and the financial burden of cancer surgery. Further efforts to improve community outreach may be optimized by targeting greater discussion of undermentioned cancer types and encouraging clinicians to participate in discussions about community-centered themes. & COPY; 2023 Elsevier Inc. All rights reserved.