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Hawton K, Pirkis J. Suicide prevention: reflections on progress over the past decade. Lancet Psychiatry 2024; 11:472-480. [PMID: 38754457 DOI: 10.1016/s2215-0366(24)00105-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 03/25/2024] [Accepted: 03/25/2024] [Indexed: 05/18/2024]
Abstract
Interest in preventing suicides has increased greatly in recent years. In this Personal View, we consider the general global developments related to suicide prevention that have occurred in the decade since The Lancet Psychiatry was first published in 2014. We then review specific advances during this period, first, in relation to public health initiatives, and second, with regard to clinical developments. Finally, we examine some of the challenges that currently confront individuals and organisations responsible for designing and implementing suicide prevention measures.
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Affiliation(s)
- Keith Hawton
- Centre for Suicide Research, Department of Psychiatry, University of Oxford, Oxford, UK.
| | - Jane Pirkis
- Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
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2
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Wilner JG, Ronzio B, Gillen C, Aguirre B. Self-Hatred: The Unaddressed Symptom of Borderline Personality Disorder. J Pers Disord 2024; 38:157-170. [PMID: 38592908 DOI: 10.1521/pedi.2024.38.2.157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
Individuals with borderline personality disorder (BPD) often report chronic, severe self-hatred. It is frequently experienced as immutable, seen as a barrier to recovery, and is associated with risk for self-injury and suicide attempts. Yet self-hatred remains a poorly understood, underdiagnosed, and undertreated presentation of BPD. In this concept article and review, we describe the nature of self-hatred in BPD and related disorders, propose a theory as to the development of self-hatred in BPD, review the assessments of and interventions for self-hatred, and consider next steps in the research, assessment, and treatment of self-hatred in BPD. Through increased awareness, understanding, and measures of self-hatred in BPD, new treatment paradigms can be developed to ensure more comprehensive recovery.
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Affiliation(s)
- Julianne G Wilner
- From Division of Child and Adolescent Psychiatry, McLean Hospital/Harvard Medical School, Belmont, Massachusetts
| | - Blake Ronzio
- From Division of Child and Adolescent Psychiatry, McLean Hospital/Harvard Medical School, Belmont, Massachusetts
| | - Carly Gillen
- From Division of Child and Adolescent Psychiatry, McLean Hospital/Harvard Medical School, Belmont, Massachusetts
| | - Blaise Aguirre
- From Division of Child and Adolescent Psychiatry, McLean Hospital/Harvard Medical School, Belmont, Massachusetts
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3
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Susman ES, Chen S, Kring AM, Harvey AG. Daily micropractice can augment single-session interventions: A randomized controlled trial of self-compassionate touch and examining their associations with habit formation in US college students. Behav Res Ther 2024; 175:104498. [PMID: 38412573 DOI: 10.1016/j.brat.2024.104498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 02/12/2024] [Accepted: 02/20/2024] [Indexed: 02/29/2024]
Abstract
In this pre-registered study, we evaluated the effects of a single-session, self-guided intervention, leveraging daily micropractice (≤20 seconds/day practice) of self-compassionate touch to enhance self-compassion. We randomly assigned undergraduates (N = 135) to one of two conditions: a single-session intervention in which they were taught self-compassionate touch or a finger-tapping active control. Then, we instructed them to practice for 20 seconds/day for one month. At baseline (T1) and one-month follow-up (T2), participants completed assessments of self-compassion, growth mindset, positive affect, stress, psychopathology, habit formation, and more. In confirmatory, intention-to-treat analyses (N = 135), we found no significant effects on these outcomes. However, in confirmatory, per-protocol analyses (comparing the subsets from each condition who practiced>28 times, N = 45), self-compassionate touch, relative to active control, predicted T1-to-T2 increases in self-compassion (β = 0.71, p = .025), and reductions in stress (β = -0.62, p = .047) and psychopathology (β = -0.61, p = .046). In exploratory intention-to-treat analyses (N = 135), we found the same pattern of effects as in the per-protocol analyses among those who practiced self-compassionate touch more frequently relative to active control. We discuss factors associated with habit formation of daily practice. Daily micropractices have the potential for augmenting single-session interventions and for offering help when more time-intensive approaches may be less accessible. CLINICAL TRIAL REGISTRATION NUMBER: NCT05199779.
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Affiliation(s)
- Eli S Susman
- University of California Berkeley, Department of Psychology, 2121 Berkeley Way, Berkeley, CA, 94720, USA.
| | - Serena Chen
- University of California Berkeley, Department of Psychology, 2121 Berkeley Way, Berkeley, CA, 94720, USA.
| | - Ann M Kring
- University of California Berkeley, Department of Psychology, 2121 Berkeley Way, Berkeley, CA, 94720, USA.
| | - Allison G Harvey
- University of California Berkeley, Department of Psychology, 2121 Berkeley Way, Berkeley, CA, 94720, USA.
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4
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Quayle E, Larkin A, Schwannauer M, Varese F, Cartwright K, Chitsabesan P, Green V, Radford G, Richards C, Shafi S, Whelan P, Chan C, Hewins W, Newton A, Niebauer E, Sandys M, Ward J, Bucci S. Experiences of a digital health intervention for young people exposed to technology assisted sexual abuse: a qualitative study. BMC Psychiatry 2024; 24:237. [PMID: 38549096 PMCID: PMC10979588 DOI: 10.1186/s12888-024-05605-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 02/10/2024] [Indexed: 04/01/2024] Open
Abstract
BACKGROUND There is growing evidence that Technology Assisted Sexual Abuse (TASA) represents a serious problem for large numbers of children. To date, there are very few evidence-based interventions available to young people (YP) after they have been exposed to this form of abuse, and access to support services remains a challenge. Digital tools such as smartphones have the potential to increase access to mental health support and may provide an opportunity for YP to both manage their distress and reduce the possibility of further victimization. The current study explores the acceptability of a digital health intervention (DHI; the i-Minds app) which is a theory-driven, co-produced, mentalization-based DHI designed for YP aged 12-18 who have experienced TASA. METHODS Semi-structured interviews were conducted with 15 YP recruited through Child and Adolescent Mental Health Services, a Sexual Assault Referral Centre and an e-therapy provider who had access to the i-Minds app as part of a feasibility clinical trial. Interviews focused on the acceptability and usability of i-Minds and were coded to themes based on the Acceptability of Healthcare Interventions framework. RESULTS All participants found the i-Minds app acceptable. Many aspects of the app were seen as enjoyable and useful in helping YP understand their abuse, manage feelings, and change behavior. The app was seen as usable and easy to navigate, but for some participants the level of text was problematic and aspects of the content was, at times, emotionally distressing at times. CONCLUSIONS The i-Minds app is useful in the management of TASA and helping change some risk-related vulnerabilities. The app was designed, developed and evaluated with YP who had experienced TASA and this may account for the high levels of acceptability seen. TRIAL REGISTRATION The trial was registered on the ISRCTN registry on the 12/04/2022 as i-Minds: a digital intervention for young people exposed to online sexual abuse (ISRCTN43130832).
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Affiliation(s)
- Ethel Quayle
- Department of Clinical and Health Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Amanda Larkin
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Matthias Schwannauer
- Department of Clinical and Health Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
- NHS Lothian, Edinburgh, UK
| | - Filippo Varese
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science, The University of Manchester, Manchester, UK
| | - Kim Cartwright
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | | | | | | | | | | | - Pauline Whelan
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science, The University of Manchester, Manchester, UK
| | - Cindy Chan
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - William Hewins
- Department of Clinical and Health Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
- NHS Lothian, Edinburgh, UK
| | - Alice Newton
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Erica Niebauer
- Department of Clinical and Health Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
- NHS Lothian, Edinburgh, UK
| | - Marina Sandys
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Jennifer Ward
- Department of Clinical and Health Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
- NHS Lothian, Edinburgh, UK
| | - Sandra Bucci
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK.
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science, The University of Manchester, Manchester, UK.
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Ho TQA, Le LKD, Engel L, Le N, Melvin G, Le HND, Mihalopoulos C. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. Eur Child Adolesc Psychiatry 2024:10.1007/s00787-024-02386-x. [PMID: 38356043 DOI: 10.1007/s00787-024-02386-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 01/22/2024] [Indexed: 02/16/2024]
Abstract
Many young people (YP) are diagnosed with mental illnesses and require support. Web-based mental health interventions (W-MHIs) have been increasingly utilized by YP, healthcare providers, and parents due to reasons including convenience and anonymity. W-MHIs are effective in improving mental health in YP. However, real-world engagement with W-MHIs remains low. Therefore, understanding barriers/facilitators of user engagement with W-MHIs is necessary to promote W-MHIs and help users gain optimal benefits through higher engagement. This review aims to identify barriers/facilitators of user engagement with W-MHIs in YP aged 10-24 years. A systematic search of five databases for English language, peer-reviewed publications was conducted between January 2010 and February 2023. Studies examining factors influencing user engagement with W-MHIs, described as barriers or facilitators, were included. Study quality was assessed using the Mixed Methods Appraisal Tool. A narrative synthesis was performed. Of 4088 articles identified, 69 studies were included. Barriers/facilitators were reported by young people (63 studies), providers (17 studies), and parents/caregivers (8 studies). YP perceived that usefulness and connectedness were the most common facilitators, whereas low-perceived need was the most reported barrier. Both providers and parents reported that perceived usefulness for YP was the most common facilitator, whereas concerns about program effectiveness and privacy were noted as barriers. This review found that program- and individual-related factors were important determinants of engagement with W-MHIs. This review provides guidance on the future design and development of new interventions, narrowing the gap between existing W-MHIs and unmet needs of users.
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Affiliation(s)
- Thi Quynh Anh Ho
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia.
| | - Long Khanh-Dao Le
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Lidia Engel
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Ngoc Le
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia
| | - Glenn Melvin
- School of Psychology, Deakin University, Melbourne, VIC, Australia
| | - Ha N D Le
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia
| | - Cathrine Mihalopoulos
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
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Mora Ringle VA, Sung JY, Roulston CA, Schleider JL. Mixed-Methods Examination of Adolescent-Reported Barriers to Accessing Mental Health Services. J Adolesc Health 2024; 74:268-276. [PMID: 37804301 PMCID: PMC10842491 DOI: 10.1016/j.jadohealth.2023.08.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 10/09/2023]
Abstract
PURPOSE Many adolescents struggle to access the mental healthcare they need. To increase access to mental health services, we must have a clear understanding of the barriers adolescents face from their own perspectives. This online mixed-methods study aimed to enhance understanding of access barriers by centering the perspectives of diverse adolescents who had recently tried and failed to access mental health support. METHODS In this convergent parallel mixed-methods study, adolescents responded to a preintervention, open-ended question about barriers they have faced to accessing mental health services when they needed them and shared information about their background and depressive symptoms. Barriers were assessed using inductive, conventional content analysis. Quantitative analyses examined barrier differences across sociodemographic groups. RESULTS All adolescents (aged 11-17 years, 50% racially minoritized youth, 15% gender diverse youth, 64% LGBTQ + youth; 78% with clinically elevated depressive symptoms) reported at least one barrier to accessing mental health support, and 20% reported multiple barriers. Content analysis revealed 13 barrier categories, with parent-related barriers (three different categories) accounting for 32% of all barriers. The most common barrier categories related to personal and financial constraints. Asian adolescents, adolescents who were aged 17 years or more, and adolescents who reported uncertainty of their gender identity endorsed the numerically highest mean number of barriers to accessing mental health support. DISCUSSION High-symptom adolescents reported myriad barriers to accessing mental health support, with 32% of all barriers related to parents.
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Affiliation(s)
- Vanesa A Mora Ringle
- Counseling Psychology Program, Department of Education and Human Services, Lehigh University, Bethlehem, Pennsylvania.
| | - Jenna Y Sung
- Department of Psychology, Stony Brook University, Stony Brook, New York
| | - Chantelle A Roulston
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
| | - Jessica L Schleider
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
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Kornfield R, Stamatis CA, Bhattacharjee A, Pang B, Nguyen T, Williams JJ, Kumar H, Popowski S, Beltzer M, Karr CJ, Reddy M, Mohr DC, Meyerhoff J. A text messaging intervention to support the mental health of young adults: User engagement and feedback from a field trial of an intervention prototype. Internet Interv 2023; 34:100667. [PMID: 37746639 PMCID: PMC10511778 DOI: 10.1016/j.invent.2023.100667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 07/08/2023] [Accepted: 09/07/2023] [Indexed: 09/26/2023] Open
Abstract
Background Young adults have high rates of mental health conditions, but most do not want or cannot access treatment. By leveraging a medium that young adults routinely use, text messaging programs have potential to keep young adults engaged with content supporting self-management of mental health issues and can be delivered inexpensively at scale. We designed an intervention that imparts strategies for self-managing mental health symptoms through interactive text messaging dialogues and engages users through novelty and variety in strategies (from cognitive behavioral therapy, acceptance and commitment therapy, and positive psychology) and styles of interaction (e.g., prompts, peer stories, writing tasks). Methods The aim of this mixed-methods study was to pilot 1- and 2-week versions of an interactive text messaging intervention among young adults (ages 18-25), and to obtain feedback to guide intervention refinements. Young adults were recruited via a mental health advocacy website and snowball sampling at a North American University. We used Wizard-of-Oz methods in which study staff sent messages based on a detailed script. Transcripts of interviews were subject to qualitative analysis to identify aspects of the program that need improvements, and to gather participant perspectives on possible solutions. Results Forty-eight individuals ages 18-25 participated in the study (mean age: 22.0). 85 % responded to the program at least once. Among those who ever responded, they replied to messages on 85 % of days, and with engagement sustained over the study period. Participants endorsed the convenience of text messaging, the types of interactive dialogues, and the variety of content. They also identified needed improvements to message volume, scheduling, and content. Conclusions Young adults showed high levels of engagement and satisfaction with a texting program supporting mental health self-management. The program may be improved through refining personalization, timing, and message volume, and extending content to support use over a longer timeframe. If shown to be effective in randomized trials, this program has potential to help address a substantial treatment gap in young adults' mental health.
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Affiliation(s)
- Rachel Kornfield
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N Lake Shore Drive, 10th Floor, Chicago, IL 60611, United States of America
| | - Caitlin A. Stamatis
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N Lake Shore Drive, 10th Floor, Chicago, IL 60611, United States of America
| | - Ananya Bhattacharjee
- Department of Computer Science, University of Toronto, 40 St George St, Toronto, ON M5S 2E4, Canada
| | - Bei Pang
- Department of Computer Science, University of Toronto, 40 St George St, Toronto, ON M5S 2E4, Canada
| | - Theresa Nguyen
- Mental Health America, 500 Montgomery St #820, Alexandria, VA 22314, United States of America
| | - Joseph J. Williams
- Department of Computer Science, University of Toronto, 40 St George St, Toronto, ON M5S 2E4, Canada
| | - Harsh Kumar
- Department of Computer Science, University of Toronto, 40 St George St, Toronto, ON M5S 2E4, Canada
| | - Sarah Popowski
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N Lake Shore Drive, 10th Floor, Chicago, IL 60611, United States of America
| | - Miranda Beltzer
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N Lake Shore Drive, 10th Floor, Chicago, IL 60611, United States of America
| | - Christopher J. Karr
- Audacious Software, 3900 N. Fremont St. Unit B, Chicago, IL 60613, United States of America
| | - Madhu Reddy
- Department of Informatics, University of California-Irvine, Donald Bren Hall #5019, Irvine, CA 92617, United States of America
| | - David C. Mohr
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N Lake Shore Drive, 10th Floor, Chicago, IL 60611, United States of America
| | - Jonah Meyerhoff
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N Lake Shore Drive, 10th Floor, Chicago, IL 60611, United States of America
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Jones G, Castro-Ramirez F, Al-Suwaidi M, McGuire T, Herrmann F. A Brief, Digital Music-Based Mindfulness Intervention for Black Americans With Elevated Race-Based Anxiety and Little-to-No Meditation Experience ("healing attempt"): Replication and Extension Study. JMIR Form Res 2023; 7:e53268. [PMID: 37999941 DOI: 10.2196/53268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 11/02/2023] [Accepted: 11/05/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Race-based anxiety is a critical health issue within the Black community. Mindfulness interventions hold promise for treating race-based anxiety in Black Americans; however, there are many barriers that prevent Black Americans from using these treatments, such as low cultural relevance, significant time burdens, and excessive costs. OBJECTIVE This study is a replication and extension of findings that "healing attempt"-a brief (<60-minute), digital, music-based mindfulness intervention-is a feasible and acceptable intervention for race-based anxiety in Black Americans. In this study, we tested this research question among those with little-to-no meditation experience. METHODS The participants were 4 Black American adults with elevated race-based trait anxiety and little-to-no meditation experience. We used a series of multiple-baseline single-case experiments and conducted study visits on Zoom (Zoom Video Communications) to assess whether the intervention can decrease state anxiety and increase mindfulness and self-compassion in Black Americans. We also assessed feasibility and acceptability using quantitative and qualitative scales. RESULTS In line with our hypotheses, "healing attempt" increased mindfulness/self-compassion (Tau-U range: 0.57-0.86; P<.001) and decreased state anxiety (Tau-U range: -0.93 to -0.66; P<.001), with high feasibility and acceptability (the average likelihood of recommending "healing attempt" was 88 out of 100). CONCLUSIONS "healing attempt" may represent a feasible intervention for race-based anxiety in Black Americans with elevated race-based anxiety and little or no mindfulness experience. Future between-subjects randomized feasibility trials can assess whether the intervention can give rise to lasting improvements in race-based anxiety, mindfulness, and self-compassion. TRIAL REGISTRATION OSF Registries osf.io/k5m93; https://osf.io/k5m93.
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Affiliation(s)
- Grant Jones
- Department of Psychology, Harvard University, Cambridge, MA, United States
| | | | - Maha Al-Suwaidi
- Department of Psychology, University of California, Los Angeles, CA, United States
| | - Taylor McGuire
- Department of Psychology, Harvard University, Cambridge, MA, United States
| | - Felipe Herrmann
- Department of Psychology, Harvard University, Cambridge, MA, United States
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Ghosh A, Cohen KA, Jans L, Busch CA, McDanal R, Yang Y, Cooper KM, Schleider JL. A Digital Single-Session Intervention (Project Engage) to Address Fear of Negative Evaluation Among College Students: Pilot Randomized Controlled Trial. JMIR Ment Health 2023; 10:e48926. [PMID: 37995114 DOI: 10.2196/48926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 09/15/2023] [Accepted: 10/06/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Increasingly, college science courses are transitioning from a traditional lecture format to active learning because students learn more and fail less frequently when they engage in their learning through activities and discussions in class. Fear of negative evaluation (FNE), defined as a student's sense of dread associated with being unfavorably evaluated while participating in a social situation, discourages undergraduates from participating in small group discussions, whole class discussions, and conversing one-on-one with instructors. OBJECTIVE This study aims to evaluate the acceptability of a novel digital single-session intervention and to assess the feasibility of implementing it in a large enrollment college science course taught in an active learning way. METHODS To equip undergraduates with skills to cope with FNE and bolster their confidence, clinical psychologists and biology education researchers developed Project Engage, a digital, self-guided single-session intervention for college students. It teaches students strategies for coping with FNE to bolster their confidence. Project Engage provides biologically informed psychoeducation, uses interactive elements for engagement, and helps generate a personalized action plan. We conducted a 2-armed randomized controlled trial to evaluate the acceptability and the preliminary effectiveness of Project Engage compared with an active control condition that provides information on available resources on the college campus. RESULTS In a study of 282 upper-level physiology students, participants randomized to complete Project Engage reported a greater increase in overall confidence in engaging in small group discussions (P=.01) and whole class discussions (P<.001), but not in one-on-one interactions with instructors (P=.05), from baseline to immediately after intervention outcomes, compared with participants in an active control condition. Project Engage received a good acceptability rating (1.22 on a scale of -2 to +2) and had a high completion rate (>97%). CONCLUSIONS This study provides a foundation for a freely available, easily accessible intervention to bolster student confidence for contributing in class. TRIAL REGISTRATION OSF Registries osf.io/4ca68 http://osf.io/4ca68.
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Affiliation(s)
- Arka Ghosh
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Center for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Katherine A Cohen
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Laura Jans
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Carly A Busch
- Research for Inclusive STEM Education Center, School of Life Sciences, Arizona State University, Tempe, AZ, United States
| | - Riley McDanal
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Yuanyuan Yang
- Department of Psychology, University of Kansas, Lawrence, KS, United States
| | - Katelyn M Cooper
- Research for Inclusive STEM Education Center, School of Life Sciences, Arizona State University, Tempe, AZ, United States
| | - Jessica L Schleider
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Center for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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10
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Szkody E, Chang YW, Schleider JL. Serving the Underserved? Uptake, Effectiveness, and Acceptability of Digital SSIs for Rural American Adolescents. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2023:1-14. [PMID: 37931065 PMCID: PMC11070444 DOI: 10.1080/15374416.2023.2272935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
OBJECTIVE Rural teens are less likely to access care for depression than urban teens. Evidence-based digital single-session interventions (SSIs), offered via social media advertisements, may be well suited to narrowing this gap in treatment access and increasing access to support for adolescents living in rural areas. We evaluated the viability of using social media-based advertisements to equitably recruit adolescents living in rural areas with elevated depression symptoms to digital SSIs; we sought to characterize and assess whether SSI completion rates and acceptability differed for adolescents living in rural versus more urban areas, across three intervention conditions (two active, evidence-based SSIs; one placebo control); and we tested whether digital SSIs differentially reduced depressive symptoms. METHOD We used pre-intervention and three-month follow up data from 13- to 16-year-old adolescents (N = 2,322; 88% female; 55% non-Hispanic White) within a web-based randomized control trial of three free, digital SSIs (ClinicalTrials.gov identifier: NCT04634903) collected eight months into the COVID-19 pandemic in the United States. RESULTS Digital SSIs reached adolescents at population-congruent rates; however, social media ads resulted in relative underrepresentation of youths from rural areas who hold minoritized racial/ethnic identities. Adolescents living in rural areas also completed digital SSIs at similar rates to their urban peers, found SSIs equivalently as acceptable, and reported comparable depression symptom reductions as youth living in urban areas. CONCLUSION Digital SSIs and their dissemination through social media may offer a promising means of narrowing the gap between access to evidence-based mental health support between adolescents living in rural and urban areas; however, targeted efforts are warranted to reach racially minoritized youths in rural U.S. counties.
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Affiliation(s)
- Erica Szkody
- Department of Psychology, Stony Brook University
| | - Ya-Wen Chang
- Department of Psychology, Stony Brook University
| | - Jessica L Schleider
- Department of Psychology, Stony Brook University
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University
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11
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Smith AC, Ahuvia I, Ito S, Schleider JL. Project Body Neutrality: Piloting a digital single-session intervention for adolescent body image and depression. Int J Eat Disord 2023; 56:1554-1569. [PMID: 37129116 PMCID: PMC10524309 DOI: 10.1002/eat.23976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 04/17/2023] [Accepted: 04/17/2023] [Indexed: 05/03/2023]
Abstract
OBJECTIVE Eating disorders and depression impact youth at alarming rates, yet most adolescents do not access support. Single-session interventions (SSIs) can reach youth in need. This pilot examines the acceptability and utility of a SSI designed to help adolescents improve functionality appreciation (a component of body neutrality) by focusing on valuing one's body based on the functions it performs, regardless of appearance satisfaction. METHOD Pre- to post-intervention data were collected, and within-group effect sizes and 95% confidence intervals were computed, to evaluate the immediate effects of the SSI on hopelessness, functionality appreciation, and body dissatisfaction. Patterns of use, demographics, program feedback, and responses from within the SSI were collected. RESULTS The SSI and all questionnaires were completed by 75 adolescents (ages: 13-17 years, 74.70% White/Caucasian, 48.00% woman/girl) who reported elevated body image and mood problems. Analyses detected significant pre-post improvements in hopelessness (dav = 0.60, 95% CI: 0.35-0.84; dz = 0.77, 95% CI: 0.51-1.02), functionality appreciation (dav = 0.72, 95% CI: 0.46-0.97; dz = 0.94, 95% CI: 0.67-1.21), and body dissatisfaction (dav = 0.61, 95% CI: 0.36-0.86; dz = 0.76, 95% CI: 0.50-1.02). The SSI was rated as highly acceptable, with a mean overall score of 4.34/5 (SD = 0.54). Qualitative feedback suggested adolescents' endorsement of body neutrality concepts, including functionality appreciation, as personally-relevant, helpful targets for intervention. DISCUSSION This evaluation supports the acceptability and preliminary effectiveness of the Project Body Neutrality SSI for adolescents with body image and mood concerns. PUBLIC SIGNIFICANCE Results suggest the acceptability and utility of a digital, self-guided, single-session intervention-Project Body Neutrality-for adolescents experiencing co-occurring depressive symptoms and body image disturbances. Given the intervention's low cost and inherent scalability, it may be positioned to provide support to youth with limited access to traditional care.
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Affiliation(s)
- Arielle C Smith
- Department of Psychology, Stony Brook University, Stony Brook, New York, USA
| | - Isaac Ahuvia
- Department of Psychology, Stony Brook University, Stony Brook, New York, USA
| | - Sakura Ito
- Department of Psychology, Stony Brook University, Stony Brook, New York, USA
| | - Jessica L Schleider
- Department of Psychology, Stony Brook University, Stony Brook, New York, USA
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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12
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Schleider JL, Smith AC, Ahuvia I. Realizing the untapped promise of single-session interventions for eating disorders. Int J Eat Disord 2023; 56:853-863. [PMID: 36815724 PMCID: PMC10159985 DOI: 10.1002/eat.23920] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/12/2023] [Accepted: 02/12/2023] [Indexed: 02/24/2023]
Abstract
OBJECTIVE Multilevel treatment barriers prevent up to 80% of individuals experiencing eating disorders (EDs) from accessing care. This treatment gap creates a critical need to identify interventions that are accessible, easily completable, and optimized for effectiveness by targeting core mechanisms linked to ED onset and maintenance. We propose single-session interventions (SSIs) as a promising path toward catalyzing innovation in the development of accessible, effective ED interventions. SSIs are structured programs that intentionally involve one encounter with a program or provider; they may serve as stand-alone or adjunctive clinical supports. All SSIs are built to acknowledge that any session might be someone's last-and that any single session can nonetheless yield meaningful clinical benefit. METHOD We define SSIs, summarize research supporting their utility for ED symptoms and other mental health problems, and recommend future directions for work in this domain. RESULTS Single-session interventions may hold promise to reduce some ED symptoms and risk factors, including restrictive eating and negative body image. Steps toward realizing this promise include (1) testing whether existing evidence-based SSIs (e.g., for depression) can also reduce EDs, risk factors, and symptoms; (2) developing novel SSIs that target modifiable ED risk factors and symptoms largely unaddressed by SSIs, such as purging and binge eating; (3) studying diverse implementation pathways; (4) capitalizing on SSIs' transdiagnostic utility to broaden funding opportunities; and (5) educating ED researchers and clinicians about SSIs. DISCUSSION Understanding the strengths and limits of mechanism-targeted SSIs for ED-related problems could be a low-risk, high-reward avenue toward reducing EDs at scale. PUBLIC SIGNIFICANCE Most individuals experiencing EDs never access any form of treatment, creating an urgent need to identify ED interventions built to overcome barriers to engaging with care. This Forum article introduces SSIs as a promising path to rapidly developing and testing accessible, evidence-based ED supports; supplementing existing ED treatment models; and reducing the individual, familial, and societal burdens of EDs at scale.
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Affiliation(s)
| | | | - Isaac Ahuvia
- Department of Psychology, Stony Brook University
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13
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Nemesure MD, Park C, Morris RR, Chan WW, Fitzsimmons-Craft EE, Rackoff GN, Fowler LA, Taylor CB, Jacobson NC. Evaluating change in body image concerns following a single session digital intervention. Body Image 2023; 44:64-68. [PMID: 36495690 PMCID: PMC10134195 DOI: 10.1016/j.bodyim.2022.11.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 11/16/2022] [Accepted: 11/25/2022] [Indexed: 12/13/2022]
Abstract
Many young individuals at risk for eating disorders spend time on social media and frequently search for information related to their body image concerns. In a large randomized study, we demonstrated that a guided chat-based intervention could reduce weight and shape concerns and eating disorder pathology. The goal of the current study was to determine if a modified single session mini-course, derived from the aforementioned chat-based intervention, could reduce body image concerns among individuals using eating disorder related search terms on a social media platform. Over a two-month period of prompting individuals, 525 people followed the link to the web-based application where the intervention was hosted and subsequently completed the mini-course. This resulted in a significant improvement on the one-time body image satisfaction question pre-to post intervention (p < .001) with a moderate effect size (Cohen's d = 0.54). Additionally, individuals completing the program showed significant improvement on motivation to change their body image (p < .001) with a small effect size (Cohen's d = 0.28). Additionally, users reported that the program was enjoyable and easy to use. These results suggest that a single session micro-intervention, offered to individuals on social media, can help improve body image.
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Affiliation(s)
- Matthew D Nemesure
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA; Quantitative Biomedical Sciences Program, Dartmouth College, Lebanon, NH, USA.
| | - Chloe Park
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA
| | | | - William W Chan
- Stanford University, Stanford, CA, USA; Palo Alto University, Palo Alto, CA, USA
| | | | | | - Lauren A Fowler
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - C Barr Taylor
- Stanford University, Stanford, CA, USA; Palo Alto University, Palo Alto, CA, USA
| | - Nicholas C Jacobson
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA; Department of Biomedical Data Science, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA; Quantitative Biomedical Sciences Program, Dartmouth College, Lebanon, NH, USA
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Shroff A, Roulston C, Fassler J, Dierschke NA, Todd JSP, Ríos-Herrera Á, Plastino KA, Schleider JL. A Digital Single-Session Intervention Platform for Youth Mental Health: Cultural Adaptation, Evaluation, and Dissemination. JMIR Ment Health 2023; 10:e43062. [PMID: 36787180 PMCID: PMC9975917 DOI: 10.2196/43062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 01/09/2023] [Accepted: 01/09/2023] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND Despite the proliferation of evidence-based digital mental health programs for young people, their low uptake and inconsistent implementation preclude them from benefiting youths at scale. Identifying effective implementation strategies for evidence-based supports is especially critical in regions where treatment access is lowest owing to mental health provider shortages. OBJECTIVE The goal of this academic-community partnership, funded by the City of San Antonio Metropolitan Health District, was to culturally adapt, disseminate, and gauge the acceptability and utility of an evidence-based digital mental health platform-Project Youth Empowerment and Support (YES)-among English- and Spanish-speaking youths living in south Texas. METHODS Project YES is an open-access, anonymous platform containing 3 evidence-based, self-guided interventions for youth mental health. Project YES was culturally adapted via focus groups and co-design sessions with San Antonio youths with lived experience of depression and anxiety; translated into Spanish; and disseminated throughout San Antonio, Texas, via community and school partnerships. RESULTS During the project period (April 2021 to December 2021), 1801 San Antonio youths began and 894 (49.64%) of them completed a 30-minute, single-session intervention within Project YES (aged 11-17 years; n=718, 39.87% male; n=961, 53.36% female; and n=3, 0.17% intersex; n=1477, 82.01% Hispanic; n=77, 4.28% non-Hispanic White; n=113, 6.27% Black; n=28, 1.55% Asian; and n=93, 5.16% other). This completion rate (49.64%) surpassed those previously observed for Project YES (eg, 34% when disseminated via social media). San Antonio youths rated Project YES as highly acceptable across all metrics, both in English and Spanish. In addition, the youths who completed Project YES-ENGLISH reported significant improvements in hopelessness (Cohen d=0.33; P<001), self-hate (Cohen d=0.27; P<001), and perceived agency (Cohen d=0.25; P<001) from before to after the intervention, and the youths who completed Project YES-SPANISH reported significant improvements in self-hate (Cohen d=0.37; P=.049) from before to after the intervention. CONCLUSIONS The results indicate that Project YES-an open-access, free, and anonymous web-based single-session intervention platform-is an acceptable, accessible, and applicable mental health support for English- and Spanish-speaking San Antonio youths.
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Affiliation(s)
- Akash Shroff
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Chantelle Roulston
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Julia Fassler
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Nicole A Dierschke
- University of Texas Teen Health, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Jennifer San Pedro Todd
- University of Texas Teen Health, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Ámbar Ríos-Herrera
- University of Texas Teen Health, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Kristen A Plastino
- University of Texas Teen Health, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
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15
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Mavragani A, Whitlock J, Chapman J, Bhandari A, Bazarova N. Young Adults' Perceptions of 2 Publicly Available Digital Resources for Self-injury: Qualitative Study of a Peer Support App and Web-Based Factsheets. JMIR Form Res 2023; 7:e41546. [PMID: 36633896 PMCID: PMC9880808 DOI: 10.2196/41546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 12/05/2022] [Accepted: 12/12/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Digital resources have the potential to bridge the gaps in mental health services for young people who self-injure. Most research on digital resources for this population has involved observational studies of content in web-based communities or formative studies focused on the design and early evaluation of new interventions. Far less research has sought to understand young people's experiences with publicly available digital resources or to identify specific components of these resources that are perceived to be of value in their recovery. OBJECTIVE This study aimed to understand young people's experiences with 2 publicly available digital resources for self-injury-a peer support app and web-based factsheets-and to disentangle potential explanatory mechanisms associated with perceived benefits and harms. METHODS Participants were 96 individuals (aged 16-25 years) with nonsuicidal self-injury behavior in the past month, who recently completed a pilot randomized controlled trial designed to assess the efficacy of a peer support app as compared with web-based factsheets to reduce self-injury behavior. The trial showed that participants using the peer support app reported less self-injury behavior relative to those receiving the web-based factsheets over 8 weeks. In this study, we used a conventional approach to content analysis of responses to 2 open-ended questions delivered at the end of the trial with the aims of exploring participants' overall experiences with these resources and identifying the qualities of these resources that were perceived to be beneficial to or harmful for participants' recovery. RESULTS Overall, participants were more likely to report benefits than harms. Participants who used the peer support app reported more harms than those who received the web-based factsheets. In the open coding phase, clear benefits were also derived from repeated weekly surveys about self-injury. Key benefits across digital resources included enhanced self-knowledge, reduction in self-injury activity, increased outreach or informal conversations, improved attitudes toward therapy, improved mood, and feeling supported and less alone. Key challenges included worsened or unchanged self-injury activity, diminished mood, and increased barriers to outreach. The most prominent benefit derived from the web-based factsheets and weekly surveys was improved self-understanding. However, the way this manifested differed, with factsheets providing insight on why participants engage in self-injury and the function it serves them and surveys making the frequency and severity of participants' behaviors more apparent. The benefits perceived from using the peer support app were general improvements in mood and feeling less alone. CONCLUSIONS Findings contribute a nuanced understanding of young people's experiences with these digital resources and have implications for the optimization of existing platforms and the design of novel resources to support individuals who self-injure.
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Affiliation(s)
| | - Janis Whitlock
- Department of Communication, Cornell University, Ithaca, NY, United States
| | - Julia Chapman
- Department of Communication, Cornell University, Ithaca, NY, United States
| | - Aparajita Bhandari
- Department of Communication, Cornell University, Ithaca, NY, United States
| | - Natalya Bazarova
- Department of Communication, Cornell University, Ithaca, NY, United States
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16
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Kruzan KP, Reddy M, Washburn JJ, Mohr DC. Developing a Mobile App for Young Adults with Nonsuicidal Self-Injury: A Prototype Feedback Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16163. [PMID: 36498234 PMCID: PMC9739032 DOI: 10.3390/ijerph192316163] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/23/2022] [Accepted: 11/30/2022] [Indexed: 06/17/2023]
Abstract
Nonsuicidal self-injury (NSSI) affects approximately 13% of young adults. Though evidence-based treatments for NSSI exist, most young adults do not receive treatment. Digital interventions can provide access to evidence-based treatments for NSSI at scale. Further, preliminary research suggests the acceptability, feasibility, and potential efficacy of digital interventions for NSSI. To date, however, there are few publicly available digital interventions developed specifically for young adults who engage in NSSI. The aim of this study was to solicit young adults' impressions of early app prototypes to identify ways of improving interactive features and content needs. Building on a prior interview study which explored young adults' self-management of NSSI and their use of technology in self-management, this study involved three waves of iterative app prototype feedback sessions with 10 young adults with past month NSSI. In general, participants responded favorably and provided feedback to augment the app to better meet their needs, including adding new features and functionality as well as increasing opportunities for personalization. We discuss two key design challenges related to the roles of tracking and temporality in digital interventions for NSSI, and then frame design considerations related to these challenges within the lived informatics model.
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Affiliation(s)
- Kaylee Payne Kruzan
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Madhu Reddy
- Department of Informatics, Donald Bren School of Information & Computer Sciences, University of California Irvine, Irvine, CA 92697, USA
| | - Jason J. Washburn
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - David C. Mohr
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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17
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Schleider JL, Beidas RS. Harnessing the Single-Session Intervention approach to promote scalable implementation of evidence-based practices in healthcare. FRONTIERS IN HEALTH SERVICES 2022; 2:997406. [PMID: 36925822 PMCID: PMC10012621 DOI: 10.3389/frhs.2022.997406] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/02/2022] [Indexed: 11/13/2022]
Abstract
Effective implementation of evidence-based practices often involves multi-level strategies targeting individual-, organizational-, and system-level determinants of change. Although these multi-level implementation approaches can successfully facilitate EBP uptake, they tend to be complex and resource intensive. Accordingly, there is a need for theory-driven, generalizable approaches that can enhance efficiency, cost-effectiveness, and scalability of existing implementation approaches. We propose the Single-Session Intervention approach as an unexplored path to developing low-cost and scalable implementation strategies, especially those targeting individual-level behavior change. We argue that single-session strategies (S3) for implementation, which can simultaneously target myriad barriers to individual behavior change, may promote clinicians' EBP uptake and sustainment in a manner that is low-resource and scalable. We first overview the evidence-base supporting the Single-Session Intervention approach for patient-level outcomes; situate this approach within the implementation science literature by outlining its intersections with a leading framework, the Theoretical Domains Framework (TDF), as an exemplar; and illustrate how the TDF might directly inform the design and evaluation of single-session strategies for EBP implementation. Overall, single-session strategies (S3) for implementation reflect a promising but yet-to-be-tested means of streamlining and scaling individual-level behavior change efforts in healthcare settings. Future partnered research is needed to gauge the potential of this approach across diverse clinical and community contexts.
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Affiliation(s)
- Jessica L Schleider
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Rinad S Beidas
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Penn Implementation Science Center at the Leonard Davis Institute of Health Economics (PISCE@LDI), University of Pennsylvania, Philadelphia, PA, United States.,Penn Medicine Nudge Unit, University of Pennsylvania Health System, Philadelphia, PA, United States.,Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, IL, United States
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