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Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis

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Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis. / Jagfeld, Glorianna; Lobban, Fiona; Rayson, Paul et al.
Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop. ed. / Nazli Goharian; Philip Resnik; Andrew Yates; Molly Ireland; Kate Niederhoffer; Rebecca Resnik. Stroudsberg, PA: Association for Computational Linguistics (ACL Anthology), 2021. p. 1-14.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Jagfeld, G, Lobban, F, Rayson, P & Jones, S 2021, Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis. in N Goharian, P Resnik, A Yates, M Ireland, K Niederhoffer & R Resnik (eds), Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop. Association for Computational Linguistics (ACL Anthology), Stroudsberg, PA, pp. 1-14. https://doi.org/10.18653/v1/2021.clpsych-1.1

APA

Jagfeld, G., Lobban, F., Rayson, P., & Jones, S. (2021). Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis. In N. Goharian, P. Resnik, A. Yates, M. Ireland, K. Niederhoffer, & R. Resnik (Eds.), Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop (pp. 1-14). Association for Computational Linguistics (ACL Anthology). https://doi.org/10.18653/v1/2021.clpsych-1.1

Vancouver

Jagfeld G, Lobban F, Rayson P, Jones S. Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis. In Goharian N, Resnik P, Yates A, Ireland M, Niederhoffer K, Resnik R, editors, Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop. Stroudsberg, PA: Association for Computational Linguistics (ACL Anthology). 2021. p. 1-14 doi: 10.18653/v1/2021.clpsych-1.1

Author

Jagfeld, Glorianna ; Lobban, Fiona ; Rayson, Paul et al. / Understanding who uses Reddit : Profiling individuals with a self-reported bipolar disorder diagnosis. Computational Linguistics and Clinical Psychology: Improving Access: Proceedings of the Seventh Workshop. editor / Nazli Goharian ; Philip Resnik ; Andrew Yates ; Molly Ireland ; Kate Niederhoffer ; Rebecca Resnik. Stroudsberg, PA : Association for Computational Linguistics (ACL Anthology), 2021. pp. 1-14

Bibtex

@inproceedings{05cf3ee4cf2e4a6dbe69fd0f50441761,
title = "Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis",
abstract = "Recently, research on mental health conditions using public online data, including Reddit, has surged in NLP and health research but has not reported user characteristics, which are important to judge generalisability of findings. This paper shows how existing NLP methods can yield information on clinical, demographic, and identity characteristics of almost 20K Reddit users who self-report a bipolar disorder diagnosis. This population consists of slightly more feminine- than masculine-gendered mainly young or middle-aged US-based adults who often report additional mental health diagnoses, which is compared with general Reddit statistics and epidemiological studies. Additionally, this paper carefully evaluates all methods and discusses ethical issues.",
author = "Glorianna Jagfeld and Fiona Lobban and Paul Rayson and Steven Jones",
year = "2021",
month = jun,
day = "11",
doi = "10.18653/v1/2021.clpsych-1.1",
language = "English",
pages = "1--14",
editor = "Nazli Goharian and Philip Resnik and Yates, {Andrew } and Molly Ireland and Kate Niederhoffer and Rebecca Resnik",
booktitle = "Computational Linguistics and Clinical Psychology: Improving Access",
publisher = "Association for Computational Linguistics (ACL Anthology)",

}

RIS

TY - GEN

T1 - Understanding who uses Reddit

T2 - Profiling individuals with a self-reported bipolar disorder diagnosis

AU - Jagfeld, Glorianna

AU - Lobban, Fiona

AU - Rayson, Paul

AU - Jones, Steven

PY - 2021/6/11

Y1 - 2021/6/11

N2 - Recently, research on mental health conditions using public online data, including Reddit, has surged in NLP and health research but has not reported user characteristics, which are important to judge generalisability of findings. This paper shows how existing NLP methods can yield information on clinical, demographic, and identity characteristics of almost 20K Reddit users who self-report a bipolar disorder diagnosis. This population consists of slightly more feminine- than masculine-gendered mainly young or middle-aged US-based adults who often report additional mental health diagnoses, which is compared with general Reddit statistics and epidemiological studies. Additionally, this paper carefully evaluates all methods and discusses ethical issues.

AB - Recently, research on mental health conditions using public online data, including Reddit, has surged in NLP and health research but has not reported user characteristics, which are important to judge generalisability of findings. This paper shows how existing NLP methods can yield information on clinical, demographic, and identity characteristics of almost 20K Reddit users who self-report a bipolar disorder diagnosis. This population consists of slightly more feminine- than masculine-gendered mainly young or middle-aged US-based adults who often report additional mental health diagnoses, which is compared with general Reddit statistics and epidemiological studies. Additionally, this paper carefully evaluates all methods and discusses ethical issues.

U2 - 10.18653/v1/2021.clpsych-1.1

DO - 10.18653/v1/2021.clpsych-1.1

M3 - Conference contribution/Paper

SP - 1

EP - 14

BT - Computational Linguistics and Clinical Psychology: Improving Access

A2 - Goharian, Nazli

A2 - Resnik, Philip

A2 - Yates, Andrew

A2 - Ireland, Molly

A2 - Niederhoffer, Kate

A2 - Resnik, Rebecca

PB - Association for Computational Linguistics (ACL Anthology)

CY - Stroudsberg, PA

ER -