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Nonsuicidal Self-Injury on Instagram: Examining Hashtag Trends

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We sought to investigate how individuals who upload nonsuicidal self-injury (NSSI) content on Instagram conceptualize self-injury by examining associated hashtags. Additionally, we explored NSSI hashtag usage trends over time. Using a web-based crawler and data analysis system, we downloaded 1,217,208 Instagram posts containing one of five popular NSSI hashtags (#cutting, #selfharm, #selfharmmm, #hatemyself, and #selfharmawareness) and categorized them based on psychological constructs (suicide, depression, anxiety/panic, eating disorders, addiction, general mental distress, other specific mental illnesses, and self-injury). Results show that NSSI hashtags were most associated with suicide, depression, general mental distress, anxiety/panic, and eating disorders, and, to a lesser extent, other specific mental illnesses, borderline personality disorder, and addiction. We determined that three of the five hashtags demonstrated an increase in usage over time, one remained relatively stable, and one decreased in usage. We discuss implications for mental health professionals regarding how to discuss social media use with clients who self-injure and consider clients’ technology use in treatment plans.
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https://doi.org/10.1007/s10447-021-09451-z
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ORIGINAL ARTICLE
Nonsuicidal Self‑Injury onInstagram: Examining Hashtag
Trends
AmandaL.Giordano1 · LindsayA.Lundeen1· KellyL.Wester2· JaewooLee1·
SamuelVickers1· MichaelK.Schmit3· InKeeKim1
Accepted: 16 August 2021 / Published online: 29 September 2021
© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature
2021
Abstract
We sought to investigate how individuals who upload nonsuicidal self-injury (NSSI)
content on Instagram conceptualize self-injury by examining associated hashtags.
Additionally, we explored NSSI hashtag usage trends over time. Using a web-based
crawler and data analysis system, we downloaded 1,217,208 Instagram posts con-
taining one of five popular NSSI hashtags (#cutting, #selfharm, #selfharmmm,
#hatemyself, and #selfharmawareness) and categorized them based on psychologi-
cal constructs (suicide, depression, anxiety/panic, eating disorders, addiction, gen-
eral mental distress, other specific mental illnesses, and self-injury). Results show
that NSSI hashtags were most associated with suicide, depression, general mental
distress, anxiety/panic, and eating disorders, and, to a lesser extent, other specific
mental illnesses, borderline personality disorder, and addiction. We determined that
three of the five hashtags demonstrated an increase in usage over time, one remained
relatively stable, and one decreased in usage. We discuss implications for mental
health professionals regarding how to discuss social media use with clients who self-
injure and consider clients’ technology use in treatment plans.
Keywords Instagram· Nonsuicidal self-injury· Self-harm· Social networking
sites· Hashtags· Suicide· Depression
* Amanda L. Giordano
amanda.giordano@uga.edu
1 Department ofCounseling andHuman Development Services, University ofGeorgia, Aderhold
Hall, 110 Carlton Street, 30602Athens, Georgia
2 Counseling andEducational Development Department, University ofNorth Carolina
atGreensboro, Greensboro, NC, USA
3 Hazelden Betty Ford Graduate School ofAddiction Studies, CenterCity, MN, USA
International Journal for the Advancement of Counselling (2022) 44:1–16
Content courtesy of Springer Nature, terms of use apply. Rights reserved.
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Purpose Many youth who engage in nonsuicidal self-injury (NSSI) go online for information, resources, and support. Although research has noted the potential benefits and risks of online NSSI activity, little is known about the NSSI-related needs that youth express on social media, and, importantly, when these posts occur. This study elucidates the nature of these NSSI-related needs and how they may vary temporally, by time of day or day of week. Methods A total of 3,500 posts made by 2,799 users of an international mental health–focused social network app were analyzed for the presence of NSSI-related needs. Posts were coded using a rubric that was developed using existing knowledge about youth's online NSSI activity. Furthermore, prominently expressed needs were tested for associations with specific times of the day and days of the week. Results Users' frequently posted about suicidal ideation and behaviors, and difficult emotions; documented NSSI urges and interpersonal difficulties; and expressed feeling misunderstood and isolated. Furthermore, specific needs occurred more frequently during different times of the day (e.g., users were more likely to express suicidal ideation and behaviors just before midnight). Conclusions These findings have important implications for mental health professionals and policy makers. Youth who post about NSSI could benefit from the provision of tailored, evidence-based resources during times of need. Furthermore, clinicians may need to assess youth's online activity to inform intervention strategies and meet their NSSI-related needs.
Book
Adlerian Counseling and Psychotherapy, now in its sixth edition, places a fresh emphasis on wellness both in concept and in practice. Written with the practitioner in mind, this text provides a definitive overview of the theory and practice of individual psychology based on the work of both Alfred Adler and Rudolf Dreikurs. The sixth edition retains the clarity, focus, and practicality of the previous editions and incorporates research, methods, and techniques to illustrate the usefulness of the Adlerian approach with children, adolescents, and adults of all ages in settings with individuals, groups, and couples. Parent education, career counseling, lifestyle assessment and counseling, and clinical diagnosis and psychotherapy are all discussed, as are applications for working with clients of different cultural and ethnic backgrounds and gender orientations. Neuroscience concepts and methods are described in case examples that illustrate their effectiveness across the lifespan. Readers will also find clinical examples from lifestyle assessment and family counseling meetings, as well as tables and figures that augment the activities and review questions included with each chapter.