Language left behind on social media exposes the emotional and cognitive costs of a romantic breakup

S Seraj, KG Blackburn… - Proceedings of the …, 2021 - National Acad Sciences
Using archived social media data, the language signatures of people going through
breakups were mapped. Text analyses were conducted on 1,027,541 posts from 6,803 …

Machine classification and analysis of suicide-related communication on twitter

P Burnap, W Colombo, J Scourfield - … of the 26th ACM conference on …, 2015 - dl.acm.org
The World Wide Web, and online social networks in particular, have increased connectivity
between people such that information can spread to millions of people in a matter of …

The many faces of entrepreneurial loneliness

MS Cardon, RP Arwine - Personnel Psychology, 2024 - Wiley Online Library
Loneliness, involving a complex set of feelings that occurs when social needs are not
adequately met, has been described as a worldwide modern epidemic. Despite its infiltration …

Mediating medical marijuana: exploring how veterans discuss their stigmatized substance use on Reddit

KB Rhidenour, K Blackburn, AK Barrett… - Health …, 2022 - Taylor & Francis
This paper uses SIDE theory and an information seeking lens to examine the types of
information and support messages (N= 126,977 posts) veterans seek on the social …

The effect of user psychology on the content of social media posts: originality and transitions matter

LL Chen, W Magdy, MK Wolters - Frontiers in Psychology, 2020 - frontiersin.org
Multiple studies suggest that frequencies of affective words in social media text are
associated with the user's personality and mental health. In this study, we re-examine these …

Mental toll on working women during the COVID-19 pandemic: An exploratory study using Reddit data

C Huang, A Bandyopadhyay, W Fan, A Miller… - PloS one, 2023 - journals.plos.org
COVID-19 has led to an unprecedented surge in unemployment associated with increased
anxiety, stress, and loneliness impacting the well-being of various groups of people (based …

Exploring Expectancy Violations and Emotions in Computer-Mediated Communication: A Mixed Method, Hybrid Approach to Content Analysis of Online Mental Health …

DC Canieso - 2021 - search.proquest.com
The purpose of this research was to explore expectancy violations and emotional features of
online mental health messages utilizing a mixed-method, hybrid human coded and …