Unlabelled: Concerns regarding the potential negative impacts of digital technology use on youth mental health and well-being are high. However, most studies have several methodological limitations: relying on cross-sectional designs and retrospective reports, assessing technology use as an omnibus construct, and focusing on between- instead of within-person comparisons. This study addresses these limitations by prospectively following young adolescents ( = 388) over a 14-day ecological momentary assessment study to test whether adolescents' digital technology use is linked with self-reported emotional dysregulation and self-esteem and whether these relationships are stronger for adolescent girls than boys.
View Article and Find Full Text PDFObjective: Large online mental health communities exist for both posttraumatic stress disorder (PTSD) and complex posttraumatic stress disorder (CPTSD) on Reddit. These communities have not been sufficiently understood through prior work.
Method: Posts ( = 86,267) from r/ptsd and r/CPTSD subreddits from December 2020 to December 2022 were collected, processed, and assessed.
Background: People with disabilities face many health, economic and social disparities. Loneliness is recognized as a significant issue for this group however, its impact on students with disabilities (SWDs) remains a critically underexplored area of research. Importantly, as higher education continues its transition to the digital space, the potential to entrench social isolation and loneliness within this population has not been examined.
View Article and Find Full Text PDFIn recent years, digital mental health interventions (DMHIs) have emerged as a paradigm shift in care delivery that could expand the scale, efficiency, and effectiveness of psychological services. However, DMHI impact is constrained by issues related to limited reach, poor adoption, implementation barriers, and insufficient long-term maintenance. Organized by the Reach, Effectiveness, Adoption, Implementation, and Maintenance(RE-AIM) framework, this paper surveys the current state of DMHIs, highlighting research and practice gaps as well as potential strategies to move the field forward.
View Article and Find Full Text PDFBackground: Technology-enabled services (TESs) have the potential to increase access to mental healthcare. However, little research has focused on how TESs can be integrated into publicly funded service settings. As part of the state-wide Help@Hand project, Marin County conducted a pilot implementation of myStrength, a digital cognitive behavioral therapy platform, to explore its potential to reduce loneliness among isolated older adults.
View Article and Find Full Text PDFPurpose Of Review: We evaluated the impact of digital mental health interventions (DMHIs) for college students. We organized findings using the RE-AIM framework to include reach, effectiveness, adoption, implementation, and maintenance.
Recent Findings: We conducted a systematic literature review of recent findings from 2019-2024.
Objective: Loneliness is a global health issue, but current loneliness interventions are not scalable enough to reach many who might benefit from them. Brief online interventions could greatly expand access to evidence-based loneliness interventions.
Method: We conducted a preregistered three-armed trial ( = 908, ages 16-78) to compare three self-guided online interventions: a single-session intervention (SSI) for loneliness, a 3-week, three-session intervention for loneliness, and an active control supportive therapy SSI (https://ClinicalTrials.
Within mental health services, persons in recovery from their own experiences of mental health challenges (peers) are increasingly being trained to provide peer support. This study describes individual and organizational outcomes related to engaging peers in a multisite demonstration project in California that sought to integrate them as cocreators throughout planning and implementation of digital mental health interventions. We collected data from key informants across 11 sites.
View Article and Find Full Text PDFBackground: It is difficult for families to navigate and access services for their children with autism. Barriers to service access are compounded among families from low-resourced backgrounds.
Objective: The purpose of our study was to explore the development of an app to facilitate access to services among families of children with autism from low-resourced backgrounds.
Background: Inadequate and inequitable access to quality behavioral health services and high costs within the mental health systems are long-standing problems. System-level (e.g.
View Article and Find Full Text PDFExt Abstr Hum Factors Computing Syst
April 2023
Human computer interaction (HCI) and implementation science (IS) each have been applied to improve the adoption and delivery of innovative health interventions, and the two fields have complementary goals, foci, and methods. While the IS community increasingly draws on methods from HCI, there are many unrealized opportunities for HCI to draw from IS and to catalyze bidirectional collaborations. This workshop will explore similarities and differences between fields, with a goal of articulating a research agenda at their intersection.
View Article and Find Full Text PDFPeer support specialists ("peers") who have the lived experience of, and are in recovery from, mental health challenges are increasingly being integrated into mental health care as a reimbursable service across the US. This study describes the ways peers were integrated into Help@Hand, a multi-site innovation project that engaged peers throughout efforts to develop and offer digital mental health interventions across counties/cities ("sites") in California. Using a mixed methods design, we collected quantitative data via quarterly online surveys, and qualitative data via semi-annual semi-structured phone interviews with key informants from Help@Hand sites.
View Article and Find Full Text PDFContemp Clin Trials
February 2024
Background: Limited English Proficiency (LEP) Latinxs experience a longer duration of untreated depression and anxiety. LEP Latinxs have difficulty accessing mental healthcare due to insufficient Spanish-speaking behavioral/mental health clinicians to meet demand. These under-resourced healthcare systems are less likely to be the site for the implementation of innovations.
View Article and Find Full Text PDFJ Am Acad Child Adolesc Psychiatry
April 2024
Mobile apps for mental health and wellness (MH apps) have the potential to support youth mental health, expanding access to the large proportion of youth with mental health concerns who do not access formal treatment. Survey data suggest that young people are highly interested in MH apps, with minoritized youth (eg, LGBTQ individuals) and youth with elevated depressive symptoms reporting especially high rates of downloading MH apps. In addition, systematic reviews and meta-analyses suggest that MH apps can be effective.
View Article and Find Full Text PDFObjective: We aim to examine: (a) the extent to which patterns of adoption of counseling services and digital mental health interventions (DMHIs) shifted in recent years (2019-2021); (b) the impact of distress on adoption of mental health support; and (c) reasons related to adolescents' low adoption of DMHIs when experiencing distress.
Methods: Data were from three cohorts of adolescents aged 12-17 years (n = 847 in 2019; n = 1,365 in 2020; n = 1,169 in 2021) recruited as part of the California Health Interview Survey. We estimated logistic regression models to examine the likelihood of using mental health support as a function of psychological distress, sociodemographic characteristics, and cohorts.
Technology-enabled services (TESs) are clinical interventions that combine technological and human components to provide health services. TESs for mental health are efficacious in the treatment of anxiety and depression and are currently being offered as frontline treatments around the world. It is hoped that these interventions will be able to reach diverse populations across a range of identities and ultimately decrease disparities in mental health treatment.
View Article and Find Full Text PDFBackground: Teletherapy apps have emerged as a promising alternative to traditional in-person therapy, especially after the COVID-19 pandemic, as they help overcome a range of geographical and emotional barriers to accessing care. However, the rapid proliferation of teletherapy apps has occurred in an environment in which development has outpaced the various regulatory and ethical considerations of this space. Thus, researchers have raised concerns about the ethical implications and potential risks of teletherapy apps given the lack of regulation and oversight.
View Article and Find Full Text PDFJ Consult Clin Psychol
October 2023
In this article, Schueller and Morris discuss the recent advances made from large language models (LLMs) and generative artificial intelligence (AI). These advances include supporting humans to provide better interventions, understanding processes in clinical interventions, and providing ethical considerations for the use of generative AI in clinical research and practice. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
View Article and Find Full Text PDFBackground: Insomnia and depression frequently co-occur. Significant barriers preclude a majority of patients from receiving first line treatments for both disorders in a sequential treatment episode. Although digital versions of cognitive behavioral therapy for insomnia (CBTI) and for depression (CBTD) hold some promise to meet demand, especially when paired with human support, it is unknown whether heterogeneity of treatment effects exist, such that some patients would be optimally treated with single or sequential interventions.
View Article and Find Full Text PDFBackground: Digital mental health interventions (DMHIs) can help bridge the gap between the demand for mental health care and availability of treatment resources. The affordances of DMHIs have been proposed to overcome barriers to care such as accessibility, cost, and stigma. Despite these proposals, most evaluations of the DMHI focus on clinical effectiveness, with less consideration of users' perspectives and experiences.
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