Epidemic dreams: dreaming about health during the COVID-19 pandemic.
Sanja ŠćepanovićLuca Maria AielloDeirdre BarrettDaniele QuerciaPublished in: Royal Society open science (2022)
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.
Keyphrases
- mental health
- coronavirus disease
- sars cov
- healthcare
- public health
- deep learning
- health information
- oxidative stress
- chronic pain
- health promotion
- sleep quality
- spinal cord injury
- spinal cord
- risk assessment
- emergency department
- depressive symptoms
- pain management
- artificial intelligence
- neuropathic pain
- human health
- adverse drug
- convolutional neural network
- smoking cessation
- neural network
- anti inflammatory
- respiratory syndrome coronavirus