2020
DOI: 10.1186/s41927-020-00163-2
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Insights on mental health when living with rheumatoid arthritis: a descriptive qualitative study of threads on the Reddit website

Abstract: Background Reddit is a highly visited social news and discussion website where individuals anonymously ask questions, post opinions and share experiences, which provide a valuable pool of publicly available data. Our objective was to systematically search and analyze threads on the social news website, Reddit, to understand experiences of individuals with rheumatoid arthritis (RA) regarding their mental health. Methods We conducted a patient-oriented descriptive qualitative study. We identified threads from t… Show more

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Cited by 18 publications
(11 citation statements)
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“…Perhaps unsurprisingly, the 4% (2/54) of studies that collected original data sets using neither the Reddit API nor Pushshift were qualitative studies using smaller data sets. To illustrate, Park et al [ 61 ] used the Reddit search function to collect a sample of 81 discussion threads for qualitative descriptive analysis, whereas the Maxwell [ 56 ] qualitative study used Google Search to identify a single discussion thread consisting of 1 post and 294 comments, with which Maxwell et al [ 56 ] performed an in-depth thematic analysis.…”
Section: Resultsmentioning
confidence: 99%
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“…Perhaps unsurprisingly, the 4% (2/54) of studies that collected original data sets using neither the Reddit API nor Pushshift were qualitative studies using smaller data sets. To illustrate, Park et al [ 61 ] used the Reddit search function to collect a sample of 81 discussion threads for qualitative descriptive analysis, whereas the Maxwell [ 56 ] qualitative study used Google Search to identify a single discussion thread consisting of 1 post and 294 comments, with which Maxwell et al [ 56 ] performed an in-depth thematic analysis.…”
Section: Resultsmentioning
confidence: 99%
“…Among the 15 studies in this category that used ML and/or NLP, Reddit text was most often processed into features through assignment into categories from the Linguistic Inquiry and Word Count mental health lexicon (7/18, 39%) by using term frequency–inverse document frequency vectors (4/18, 22%) and by processing text into readability metrics (2/18, 11%). Of the 18 studies, 3 (17%) purely qualitative studies examined depression and anxiety in the context of Reddit discussion threads about rheumatoid arthritis [ 61 ], fathers’ experiences with postpartum depression [ 56 ], and the effectiveness of mobile mental health apps [ 40 ].…”
Section: Resultsmentioning
confidence: 99%
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“…Doctors commonly skip the evaluation of a patient’s mental state during routine checkups for RA, often due to the scarcity of resources, limited time, or the idea that psychological evaluation should be done by a psychiatrist. Patients of RA suffering from undiagnosed psychiatric comorbidity have a much harder time understanding the disease, making it all the more difficult for them to adhere to treatments and cope with the complexities of the disease [ 26 ]. Patients of RA with depression or anxiety often find it difficult to make decisions regarding their health and fail to follow treatment protocols.…”
Section: Discussionmentioning
confidence: 99%