Digital hermeneutics: scaled readings of online depression discourses

When it comes to understanding experiences of illness, humanities and social sciences research have traditionally reserved a prominent role for narrative. Yet, depression has characteristics that withstand the form of traditional narratives, such as a lack of desire and an impotence to act. How can a ‘datafied’ approach to online forms of depression writing pose a valuable addition to existing narrative approaches in health humanities? In this article, we analyse lay people’s depression discourses online. Our approach, ‘digital hermeneutics’, is inspired by Gadamer’s dialogical hermeneutics. It consists of a ‘scaled reading’ on five different scales: platform hermeneutics; contextual reading with term frequency—inverse document frequency (TF–IDF); distant reading with natural language processing topic modelling; hyper-reading with concordance views and close reading. Our corpus consisted of three data sets, from the blogs and message boards of, respectively, time-to-change.org.uk, a UK-based social organisation and movement that aims to counter mental health discrimination and alleviate social isolation by spreading awareness; Sane.org.uk, a leading UK mental health charity that seeks to help people in facing the challenges of mental illness and to improve quality of life; and the subreddit ‘r/depression’ on web discussion platform reddit. We found that the manner in which people express experiences of il...
Source: Medical Humanities - Category: International Medicine & Public Health Authors: Tags: Open access Original research Source Type: research