Patient perspective of tardive dyskinesia: results from a social media listening study

Abstract

Background: Tardive dyskinesia (TD) is a persistent and potentially disabling movement disorder associated with prolonged exposure to dopamine receptor blocking agents such as antipsychotics. With the expanding use of antipsychotics, research is needed to better understand patient perspectives of TD, which clinical assessments may fail to capture. Social media listening (SML), which is recognized by the US FDA as a method that can advance ongoing efforts for more patient-focused drug development, has been used to understand patient experiences in other disease states. This is the first study to use SML analysis of unsolicited patient and caregiver insights to help clinicians understand how patients describe their symptoms, the emotional distress associated with TD, and the impact on caregivers.

Methods: In this pilot study, a comprehensive search was performed for publicly available, English-language, online content posted between March 2017 and November 2019 on social media platforms, blogs, and forums. An analytics platform (NetBase™) identified posts containing patient or caregiver experiences of assumed TD using predefined search terms. All posts were manually curated and reviewed to ensure quality and validity of the post and to further classify key symptoms, sentiments, and themes.

Results: A total of 261 posts from patients/caregivers ("patient insights") were identified using predefined search terms; 107 posts were used for these analyses. Posts were primarily from forums (47%) and Twitter (33%). Analysis of the most common sentiment-related terms (e.g. "feel" [n = 31], "worse" [n = 17], "symptom" [n = 14], "better" [n = 12]) indicated that 64% were negative, 33% were neutral, and 3% were positive. Theme analysis revealed that patients often felt angry about having TD from a medication used to treat a different condition. In addition, patients felt insecure, including feeling unaccepted by society and fear of being judged by others.

Conclusion: Although this study was limited by inherent methodological constraints (e.g., small sample size, reliance on patient self-report), the perspectives generated from analyzing social media may help convey the unmet needs of patients with TD. This analysis indicated that movement-related symptoms are the most common patient concern, resulting in strong feelings of anger and insecurity.

Keywords: Antipsychotics; Disease burden; Patient perspective; Social media listening; Tardive dyskinesia.

Conflict of interest statement

All authors are employees of Neurocrine Biosciences, Inc.

Figures

Fig. 1

Selection of Posts. aSocial media platforms which did not provide public access to information/posts (e.g., Facebook) were excluded

Fig. 2

Sources of Social Media Posts (N = 107)

Fig. 3

TD-Related Terms from Social Media Sources. Terms are presented in descending order of mentions; a single post might include > 1 term. a. Disease Characteristics. b. Sentiments

Fig. 4

Sentiment Analysis

Fig. 5

Theme Analysis