Linguistic dynamics: women versus general population in Reddit ADHD discussions
Understanding how language reflects the experiences of individuals with attention-deficit/hyperactivity disorder (ADHD) is important for developing targeted support strategies. This research investigates the linguistic patterns exhibited in discussions within women-centric and general ADH...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Academia.edu Journals
2024-11-01
|
| Series: | Academia Mental Health & Well-Being |
| Online Access: | https://www.academia.edu/125963857/Linguistic_dynamics_women_versus_general_population_in_Reddit_ADHD_discussions |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Summary: | Understanding how language reflects the experiences of individuals with attention-deficit/hyperactivity disorder (ADHD) is important for developing targeted support strategies. This research investigates the linguistic patterns exhibited in discussions within women-centric and general ADHD communities on Reddit, exploring how gender influences language use. By analyzing language, the study uncovers unique linguistic patterns and illustrates how posters on the women’s ADHD subreddit express themselves, share experiences, and seek support compared to posters on the general ADHD subreddit. Leveraging deep learning–based embeddings, clustering, and named entity recognition, the study conducts a comprehensive analysis. Results reveal that posters on the women’s ADHD subreddit emphasize themes such as “ADHD Awareness and Diagnosis” and “Emotional Well-being”. Conversely, posters on the general ADHD subreddit highlight “Medication and Treatment” and “Work and Academic Challenges”. Statistical tests confirm significant differences in both linguistic and emotional expressions between the two groups, emphasizing the importance of gender considerations in understanding ADHD language nuances and tailoring interventions accordingly. |
|---|---|
| ISSN: | 2997-9196 |