Social media responses to the approval of lecanemab in Japan: sentiment analysis
Abstract Background Lecanemab, an anti‐amyloid therapy for early Alzheimer’s disease (AD), received full FDA approval in July 2023 and subsequent approval in Japan in September 2023. Public reaction on social media was mixed, reflecting opinions on its efficacy, safety, and cost. We aimed to evaluate public perception of lecanemab’s approval on social media, aiming to inform future communications and development strategies for anti‐amyloid treatments. Method We analyzed Japanese‐language social media posts from X (formerly Twitter) and Facebook, collected within two weeks of lecanemab’s approval. Using GPT‐4, we assessed sentiments towards the drug, focusing on efficacy, adverse effects, societal impact, and overall impression. Result Out of 478 posts, with 93.3% from X, sentiment analysis showed 43.7% negative, 26.6% neutral, and 29.7% positive overall impressions, with a significant difference by platform ( p = 0.021 ). The predominant concern in negative posts was societal impact. There was moderate to good agreement between GPT‐4 and human ratings (kappa > 0.4) for all categories. Specific patterns of attitudes were observed depending on the overall impression to lecanemab’s approval. Medical professionals significantly expressed negative impressions (odds ratio = 1.679). Conclusion Responses to lecanemab’s approval displayed specific patterns, emphasizing the need for targeted communication and research direction on anti‐amyloid therapies.
Authors
- Kenichiro Sato (ORCID: https://orcid.org/0000-0003-4351-9526)
- Yoshiki Niimi (ORCID: https://orcid.org/0000-0002-2556-8167)
- Tetsuaki Arai (ORCID: https://orcid.org/0000-0003-4355-3900)
- Takeshi Iwatsubo (ORCID: https://orcid.org/0000-0003-1160-8129)
- Ryoko Ihara (ORCID: https://orcid.org/0000-0001-8770-3283)
- Atsushi Iwata (ORCID: https://orcid.org/0000-0001-7308-5314)
Institutions
- University of Tsukuba (JP)
- Tokyo Metropolitan Institute of Gerontology (JP)
- The University of Tokyo (JP)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/alz.087843
- Primary Topic
- Pharmaceutical Economics and Policy
- Type
- article
- Field-Weighted Citation Impact
- 0.00