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Drawing from emotional contagion theories, we argue that even though emotional support may benefit targeted support seekers, it could have a negative impact on the emotions of other support seekers. Our empirical study on an OHC for depression patients supports these arguments. Our findings are new to the literature and have critical practical implications since they suggest that we should carefully manage OHC-based interventions for depression patients to avoid unintended consequences. We design a novel deep learning model to differentiate emotional support from auxiliary content. Such differentiation is critical for identifying the negative effect of emotional support on unintended recipients. We also discuss options to alter the intervention volume, length, and frequency to tackle the challenge of the negative effect.<\/jats:p>","DOI":"10.25300\/misq\/2022\/17018","type":"journal-article","created":{"date-parts":[[2023,5,4]],"date-time":"2023-05-04T16:58:03Z","timestamp":1683219483000},"page":"195-226","source":"Crossref","is-referenced-by-count":44,"title":["Unintended Emotional Effects of Online Health Communities: A Text Mining-Supported Empirical Study"],"prefix":"10.25300","volume":"47","author":[{"given":"Jiaqi","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Data Science, City University of Hong Kong, Kowloon, Hong Kong, China."}]},{"given":"Qingpeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Data Science, City University of Hong Kong, Kowloon, Hong Kong, China."}]},{"given":"Sijia","family":"Zhou","sequence":"additional","affiliation":[{"name":"Department of Electronic Commerce, School of Economics and 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