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Graham AK, Azubuike C, Johnson L, Parsons LM, Lipman LD, Rooper IR, Ortega A, Kruger Camino M, Miller G, Jia J, Wildes JE. Partnering With Food Pantries to Disseminate and Implement Eating Disorder Interventions. Int J Eat Disord 2024; 57:1811-1815. [PMID: 38934652 PMCID: PMC11483190 DOI: 10.1002/eat.24240] [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: 04/07/2024] [Revised: 05/18/2024] [Accepted: 05/22/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVE Food insecurity is associated with eating disorder psychopathology. This Spotlight describes why food pantries could be promising partners for disseminating and implementing eating disorder interventions. METHOD Researchers are increasingly collaborating with community-based organizations to improve access to health interventions, because community-based organizations overcome structural barriers to traditional healthcare by being embedded physically in the communities they serve, convenient to visit, regularly frequented, and led by trusted community members. RESULTS We describe strategies we have identified with our partner to disseminate and implement our digital intervention for binge eating; we also discuss ways we support the pantry's needs to improve the mutuality of the partnership. DISCUSSION The potential benefits of partnerships with food pantries make this an area to explore further. Future research directions include deeply engaging with food pantries to determine how pantries benefit from disseminating and implementing eating disorder interventions and how to intervene in non-stigmatizing ways, what resources they need to sustainably support these efforts, what eating disorder intervention modalities guests are willing and able to engage with, what intervention adaptations are needed so individuals with food insecurity can meaningfully engage in eating disorder intervention, and what implementation strategies facilitate uptake to intervention sustainably over time.
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Affiliation(s)
- Andrea K Graham
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Chidiebere Azubuike
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ladell Johnson
- St. Elizabeth Church-Saint Vincent DePaul Society-Food Distribution Center, Chicago, Illinois, USA
| | - Leah M Parsons
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Lindsay D Lipman
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Isabel R Rooper
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Adrian Ortega
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Macarena Kruger Camino
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Graham Miller
- Center for Behavioral Intervention Technologies, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jenny Jia
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jennifer E Wildes
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, Chicago, Illinois, USA
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Jackson HM, Batterham PJ, Calear AL, Ohan JL, Farrer LM. Skill Enactment Among University Students Using a Brief Video-Based Mental Health Intervention: Mixed Methods Study Within a Randomized Controlled Trial. JMIR Ment Health 2024; 11:e53794. [PMID: 39167783 PMCID: PMC11375386 DOI: 10.2196/53794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/05/2024] [Accepted: 06/21/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND Mental health problems are common among university students, yet many students do not seek professional help. Digital mental health interventions can increase students' access to support and have been shown to be effective in preventing and treating mental health problems. However, little is known about the extent to which students implement therapeutic skills from these programs in everyday life (ie, skill enactment) or about the impact of skill enactment on outcomes. OBJECTIVE This study aims to assess the effects of a low-intensity video-based intervention, Uni Virtual Clinic Lite (UVC-Lite), in improving skill enactment relative to an attention-control program (primary aim) and examine whether skill enactment influences symptoms of depression and anxiety (secondary aim). The study also qualitatively explored participants' experiences of, and motivations for, engaging with the therapeutic techniques. METHODS We analyzed data from a randomized controlled trial testing the effectiveness of UVC-Lite for symptoms of depression and anxiety among university students with mild to moderate levels of psychological distress. Participants were recruited from universities across Australia and randomly assigned to 6 weeks of self-guided use of UVC-Lite (243/487, 49.9%) or an attention-control program (244/487, 50.1%). Quantitative data on skill enactment, depression, and anxiety were collected through baseline, postintervention, and 3- and 6-month follow-up surveys. Qualitative data were obtained from 29 intervention-group participants through open-ended questions during postintervention surveys (n=17, 59%) and semistructured interviews (n=12, 41%) after the intervention period concluded. RESULTS Mixed model repeated measures ANOVA demonstrated that the intervention did not significantly improve skill enactment (F3,215.36=0.50; P=.68). Skill enactment was also not found to influence change in symptoms of depression (F3,241.10=1.69; P=.17) or anxiety (F3,233.71=1.11; P=.35). However, higher levels of skill enactment were associated with lower symptom levels among both intervention and control group participants across time points (depression: F1,541.87=134.61; P<.001; anxiety: F1,535.11=73.08; P<.001). Inductive content analysis confirmed low levels of skill enactment among intervention group participants. Participants were motivated to use techniques and skills that were perceived to be personally relevant, easily integrated into daily life, and that were novel or had worked for them in the past. CONCLUSIONS The intervention did not improve skill enactment or mental health among students with mild to moderate psychological distress. Low adherence impacted our ability to draw robust conclusions regarding the intervention's impact on outcomes. Factors influencing skill enactment differed across individuals, suggesting that it may be necessary to tailor therapeutic skills and engagement strategies to the individual user. Theoretically informed research involving collaboration with end users is needed to understand the processes underlying skill enactment in digital mental health interventions. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12621000375853; https://tinyurl.com/7b9ar54r.
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Affiliation(s)
- Hayley M Jackson
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
| | - Philip J Batterham
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
| | - Alison L Calear
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
| | - Jeneva L Ohan
- School of Psychological Science, University of Western Australia, Perth, Australia
- Telethon Kids Institute, Nedlands, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
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Farrer LM, Jackson HM, Gulliver A, Calear AL, Leach L, Hasking P, Katruss N, Batterham PJ. A Transdiagnostic Video-Based Internet Intervention (Uni Virtual Clinic-Lite) to Improve the Mental Health of University Students: Randomized Controlled Trial. J Med Internet Res 2024; 26:e53598. [PMID: 39137012 DOI: 10.2196/53598] [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: 10/12/2023] [Revised: 02/27/2024] [Accepted: 05/24/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND Numerous studies have demonstrated the effectiveness of digital interventions for improving the mental health of university students. However, low rates of engagement with these interventions are an ongoing challenge and can compromise effectiveness. Brief, transdiagnostic, web-based video interventions are capable of targeting key mental health and related issues affecting university students and may be more engaging and accessible for this population. OBJECTIVE This study used a 2-arm randomized controlled trial to evaluate the effectiveness of Uni Virtual Clinic-Lite (UVC-Lite), a fully automated, transdiagnostic, web-based video intervention, relative to an attention-control condition. The primary outcomes were symptoms of depression and generalized anxiety disorder. The secondary outcomes included psychological distress, social anxiety symptoms, body appreciation, quality of life, well-being, functioning, general self-efficacy, academic self-efficacy, and help seeking. Program use (intervention uptake and engagement) and satisfaction were also assessed. METHODS University students (n=487) with mild to moderate symptoms of distress were recruited from universities across Australia and randomly allocated to receive access to the UVC-Lite intervention or an attention-control condition targeting general health for a period of 6 weeks. UVC-Lite includes 12 modules, each comprising a brief animated video and an accompanying exercise. Of the 12 modules, 7 also included a brief symptom screening quiz. Outcomes were assessed at baseline, postintervention, and 3- and 6-months postintervention. RESULTS The primary and secondary outcomes were analyzed on an intention-to-treat basis using mixed models repeated measures ANOVA. The intervention was not found to be effective relative to the control condition on any of the primary or secondary outcomes. While 67.9% (114/168) of participants accessed at least 1 module of the intervention, module completion was extremely low. Subgroup analyses among those who engaged with the program (completed at least 1 video) and those with higher baseline distress (Distress Questionnaire-5 score ≥15) did not reveal any differences between the conditions over time. However, uptake (accessing at least 1 video) and engagement (completing at least 1 video) were higher among those with higher baseline symptoms. Satisfaction with the intervention was high. CONCLUSIONS The UVC-Lite intervention was not effective relative to a control program, although it was associated with high satisfaction among students and was not associated with symptom deterioration. Given the challenges faced by universities in meeting demand for mental health services, flexible and accessible interventions such as UVC-Lite have the potential to assist students to manage symptoms of mental health problems. However, low uptake and engagement (particularly among students with lower levels of symptomatology) are significant challenges that require further attention. Future studies should examine the effectiveness of the intervention in a more highly symptomatic sample, as well as implementation pathways to optimize effective engagement with the intervention. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12621000375853; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=380146.
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Affiliation(s)
- Louise M Farrer
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Hayley M Jackson
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Amelia Gulliver
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Alison L Calear
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Liana Leach
- Department of Health Economics Wellbeing and Society, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Penelope Hasking
- Curtin enAble Institute and School of Population Health, Faculty of Health Sciences, Curtin University, Curtin, Australia
| | - Natasha Katruss
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Philip J Batterham
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
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D’Adamo L, Grammer AC, Rackoff GN, Shah J, Firebaugh ML, Taylor CB, Wilfley DE, Fitzsimmons-Craft EE. Rates and correlates of study enrolment and use of a chatbot aimed to promote mental health services use for eating disorders following online screening. EUROPEAN EATING DISORDERS REVIEW 2024; 32:748-757. [PMID: 38502605 PMCID: PMC11144085 DOI: 10.1002/erv.3082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 02/19/2024] [Accepted: 02/24/2024] [Indexed: 03/21/2024]
Abstract
OBJECTIVE We developed a chatbot aimed to facilitate mental health services use for eating disorders (EDs) and offered the opportunity to enrol in a research study and use the chatbot to all adult respondents to a publicly available online ED screen who screened positive for clinical/subclinical EDs and reported not currently being in treatment. We examined the rates and correlates of enrolment in the study and uptake of the chatbot. METHOD Following screening, eligible respondents (≥18 years, screened positive for a clinical/subclinical ED, not in treatment for an ED) were shown the study opportunity. Chi-square tests and logistic regressions explored differences in demographics, ED symptoms, suicidality, weight, and probable ED diagnoses between those who enroled and engaged with the chatbot versus those who did not. RESULTS 6747 respondents were shown the opportunity (80.0% of all adult screens). 3.0% enroled, of whom 90.2% subsequently used the chatbot. Enrolment and chatbot uptake were more common among respondents aged ≥25 years old versus those aged 18-24 and less common among respondents who reported engaging in regular dietary restriction. CONCLUSIONS Overall enrolment was low, yet uptake was high among those that enroled and did not differ across most demographics and symptom presentations. Future directions include evaluating respondents' attitudes towards treatment-promoting tools and removing barriers to uptake.
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Affiliation(s)
- Laura D’Adamo
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- Center for Weight, Eating, and Lifestyle Science (WELL Center) and Department of Psychological and Brain Sciences, Philadelphia, PA, USA
| | - Anne Claire Grammer
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Gavin N. Rackoff
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Jillian Shah
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Marie-Laure Firebaugh
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - C. Barr Taylor
- Center for m2Health, Palo Alto University, Palo Alto, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Denise E. Wilfley
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
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Kählke F, Hasking P, Küchler AM, Baumeister H. Mental health services for German university students: acceptance of intervention targets and preference for delivery modes. Front Digit Health 2024; 6:1284661. [PMID: 38426046 PMCID: PMC10903098 DOI: 10.3389/fdgth.2024.1284661] [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: 08/28/2023] [Accepted: 01/22/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction Most university students with mental disorders remain untreated. Evaluating the acceptance of intervention targets in mental health treatment, promotion, and prevention, as well as mental health service delivery modes is crucial for reducing potential barriers, increasing healthcare utilization, and efficiently allocating resources in healthcare services. Aim The study aimed to evaluate the acceptance of various intervention targets and delivery modes of mental health care services in German first-year university students. Methods In total, 1,376 first-year students from two German universities from the 2017-2018 multi-center cross-sectional cohort of the StudiCare project, the German arm of the World Mental Health International College Student Survey initiative, completed a web-based survey assessing their mental health. Mental disorder status was based on self-reported data fulfilling the DSM-IV criteria. We report frequencies of accepted delivery modes [categories: group or in-person therapy with on or off campus services, self-help internet- or mobile-based intervention (IMI) with or without coaching, or a combination of a in-person and IMI (blended)]. In a multinomial logistic regression, we estimate correlates of the preference for in-person vs. IMI vs. a combination of both modes (blended) modalities. Additionally, we report frequencies of intervention targets (disorder specific: e.g., social phobia, depressive mood; study-related: test anxiety, procrastination; general well-being: sleep quality, resilience) their association with mental disorders and sex, and optimal combinations of treatment targets for each mental illness. Results German university students' acceptance is high for in-person (71%-76%), moderate for internet- and mobile-based (45%-55%), and low for group delivery modes (31%-36%). In-person treatment (72%) was preferred over IMI (19%) and blended modalities (9%). Having a mental disorder [odds ratio (OR): 1.56], believing that digital treatments are effective (OR: 3.2), and showing no intention to use services (OR: 2.8) were associated with a preference for IMI compared to in-person modes. Students with prior treatment experience preferred in-person modes (OR: 0.46). In general, treatment targets acceptance was higher among female students and students with mental disorders. However, this was not true for targets with the highest (i.e., procrastination) and the lowest (i.e., substance-use disorder) acceptance. If only two intervention targets were offered, a combination of study-related targets (i.e., procrastination, stress, time management) would reach 85%-88% of the students. Conclusion In-person services are preferred, yet half of the students consider using IMI, preferably aiming for a combination of at least two study-related intervention targets. Student mental health care services should offer a combination of accepted targets in different delivery modes to maximize service utilization.
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Affiliation(s)
- Fanny Kählke
- TUM School of Medicine and Health, Professorship Psychology & Digital Mental Health Care, Technische Universität München, Munich, Germany
| | - Penelope Hasking
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| | - Ann-Marie Küchler
- Department of Clinical Psychology and Psychotherapy, Ulm University, Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Ulm University, Ulm, Germany
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Jackson HM, Gulliver A, Hasking P, Leach L, Batterham PJ, Calear AL, Farrer LM. Exploring student preferences for implementing a digital mental health intervention in a university setting: Qualitative study within a randomised controlled trial. Digit Health 2024; 10:20552076241277175. [PMID: 39224795 PMCID: PMC11367696 DOI: 10.1177/20552076241277175] [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] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Objective Digital interventions can be effective in preventing and treating common mental health conditions among university students. Incorporating student experiences and perspectives in the design and implementation of these programmes may improve uptake and engagement. This qualitative study explored university students' perspectives of a low-intensity video-based mental health intervention, their recommendations for implementing the programme in university settings, and their views and recommendations to address barriers to engagement. Methods Participants (N = 115) were students (mean = 20.63 years, SD = 2.10) with elevated distress from 31 Australian universities drawn from a randomised controlled trial of the Uni Virtual Clinic-Lite (UVC-Lite). Data from students randomised to the intervention condition were collected via semi-structured interviews (n = 12) and open-ended questions during post-intervention surveys (n = 103). Data were analysed using content analysis. Results Participants generally reported positive views of the intervention, and most felt it should be offered to students as a universal intervention. Multiple methods of disseminating the intervention were suggested, including through university counselling, official platforms (e.g. student support services) and informal channels (e.g. word-of-mouth promotion). Difficulty integrating the programme into everyday life, pre-existing beliefs about mental health and technology-related factors were highlighted as barriers to engagement. Conclusion A low-intensity video-based mental health intervention was generally considered to be acceptable and appropriate for students with mild to moderate distress. Participants provided several suggestions to encourage uptake of the intervention and possible pathways to disseminate the intervention to students. The effectiveness of these should be examined in future trials.
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Affiliation(s)
- Hayley M Jackson
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Amelia Gulliver
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Penelope Hasking
- Curtin enAble Institute and School of Population Health, Faculty of Health Sciences, Curtin University, Perth, WA, Australia
| | - Liana Leach
- National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT, Australia
| | - Philip J Batterham
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Alison L Calear
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
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