Epidemic dreams: dreaming about health during the COVID-19 pandemic
- Sanja Scepanovic,
- ,
- Deirdre Barrett,
- Daniele Quercia
- Nokia Bell Labs,
- ,
- Harvard University
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-reviewOpen access
Abstract
The continuity hypothesis of dreams suggests that the content of dreams is continuous with the dreamer's waking experiences. Given the unprecedented nature of the experiences during COVID-19, we studied the continuity hypothesis in the context of the pandemic. We implemented a deep-learning algorithm that can extract mentions of medical conditions from text and applied it to two datasets collected during the pandemic: 2888 dream reports (dreaming life experiences), and 57 milion tweets (waking life experiences) mentioning the pandemic. The health expressions common to both sets were typical COVID-19 symptoms (e.g. cough, fever and anxiety), suggesting that dreams reflected people's real-world experiences. The health expressions that distinguished the two sets reflected differences in thought processes: expressions in waking life reflected a linear and logical thought process and, as such, described realistic symptoms or related disorders (e.g. nasal pain, SARS, H1N1); those in dreaming life reflected a thought process closer to the visual and emotional spheres and, as such, described either conditions unrelated to the virus (e.g. maggots, deformities, snake bites), or conditions of surreal nature (e.g. teeth falling out, body crumbling into sand). Our results confirm that dream reports represent an understudied yet valuable source of people's health experiences in the real world.
Publication Information
Output type
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-reviewOriginal language
EnglishArticle number
211080Pages from-to (Number of pages)
Pages 1-12 (12 pages)Journal (Volume, Issue Number)
Royal Society Open Science (Volume 9, Issue 1)Publication milestones
- Published - 26/01/2022
Publication status
Published - 26/01/2022
ISSN
2054-5703Publication IDs
- Scopus: 85124179732
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21
Mentions
4
Citation count
16
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Final published version, 937.83 KB
