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Social media, big data, and mental health: current advances and ethical implications · Study

ReviewSocial media, big data, and mental health: current advances and ethical implications

Mike Conway2016

OA

Reviewgreen2016

Social media, big data, and mental health: current advances and ethical implications

231 citations·0/0 files stored·Current Opinion in Psychology

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Mental Health via Writing Sentiment Analysis and Opinion Mining Data-Driven Disease Surveillance

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References

2013Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010 2009The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods 2011Twitter mood predicts the stock market 2014Experimental evidence of massive-scale emotional contagion through social networks 2021Predicting Depression via Social Media 2001Ethical issues in qualitative research on internet communities 2014Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity 2014Automatic personality assessment through social media language.

Cited by

2018Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings 2019Early Detection of Depression: Social Network Analysis and Random Forest Techniques 2017Examining thematic similarity, difference, and membership in three online mental health communities from reddit: A text mining and visualization approach 2020Using Social Media for Mental Health Surveillance 2020Population-Based Approaches to Mental Health: History, Strategies, and Evidence

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2017Researching Mental Health Disorders in the Era of Social Media: Systematic Reviewreview · 8 shared references 2020Using Social Media for Mental Health Surveillancearticle · 8 shared references 2016Ethical issues in using Twitter for population-level depression monitoring: a qualitative studyarticle · 8 shared references 2015From ADHD to SAD: Analyzing the Language of Mental Health on Twitter through Self-Reported Diagnosesother · 7 shared references 2016Exploratory Analysis of Social Media Prior to a Suicide Attemptother · 7 shared references 2019Detecting Signs of Depression in Tweets in Spanish: Behavioral and Linguistic Analysisarticle · 7 shared references

Details

Year2016

Typereview

Published2016-01-21

VenueCurrent Opinion in Psychology

ISSN-L2352-250X

Languageen

Citations231

Files0 public / 0

ShelfMental Health via Writing

Identifiers

doi10.1016/j.copsyc.2016.01.004

openalex_workW2250240141

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2021An emotion and cognitive based analysis of mental health disorders from social media data

2021Digital Technologies for Emotion-Regulation Assessment and Intervention: A Conceptual Review

2023Mental Health Analysis in Social Media Posts: A Survey