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Santa K, Dixon C, Ganga RN, Trainor G, Smith G, Furfie V, Brown H. Facilitating Access to Mental Health Services: A Stakeholder-Driven Improvement of the Children and Young People (CYP) as One Referral Platform. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:784. [PMID: 38929030 PMCID: PMC11203779 DOI: 10.3390/ijerph21060784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024]
Abstract
(1) Background: Pre-pandemic, child and adolescent mental health service (CAMHS) referrals were paper based in Liverpool and Sefton (England, United Kingdom), causing delays in waiting times. The "CYP as One" online mental health referral platform was co-created to overcome these challenges. (2) Methods: This study aims to improve "CYP as One" accessibility and usability and, subsequently, support CAMHS to improve waiting times. The current study utilised the Living Lab approach. We conducted content analysis on completed online referrals extracted from the "CYP as One" platform. These findings were supplemented by seven online focus groups, with 16-19-year-old young people, parents of children under 16, and health service providers. Thematic analysis was conducted on all data. (3) Results: The thematic analysis returned seven themes, namely (i) "CYP as One" vs. Traditional Referrals, (ii) Gender and Language Dynamics, (iii) Digital Empathy in Action, (iv) the Influence of the Provider Perspective, (v) Age and Social Sensitivity, (vi) Enhancing Access to Information, and (vii) Boosting Admin and Clinical Efficiency. (4) Conclusions: Digital content that seeks to replace in-person referrals can provide adequate support to children and young people who have faced difficulties accessing mental health services.
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Affiliation(s)
- Kristof Santa
- School of Nursing and Allied Health, Faculty of Health, Liverpool John Moores University, Liverpool L2 2ER, UK
| | - Chloe Dixon
- School of Nursing and Allied Health, Faculty of Health, Liverpool John Moores University, Liverpool L2 2ER, UK
| | - Rafaela Neiva Ganga
- Liverpool Business School, Faculty of Business and Law, Liverpool John Moores University, Liverpool L1 2TZ, UK
| | - Gemma Trainor
- School of Nursing and Allied Health, Faculty of Health, Liverpool John Moores University, Liverpool L2 2ER, UK
| | - Grahame Smith
- School of Nursing and Allied Health, Faculty of Health, Liverpool John Moores University, Liverpool L2 2ER, UK
| | | | - Holly Brown
- Alder Hey Children’s Hospital, Liverpool L14 5AB, UK
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Monteith S, Glenn T, Geddes JR, Whybrow PC, Achtyes ED, Bauer M. Implications of Online Self-Diagnosis in Psychiatry. PHARMACOPSYCHIATRY 2024; 57:45-52. [PMID: 38471511 DOI: 10.1055/a-2268-5441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
Online self-diagnosis of psychiatric disorders by the general public is increasing. The reasons for the increase include the expansion of Internet technologies and the use of social media, the rapid growth of direct-to-consumer e-commerce in healthcare, and the increased emphasis on patient involvement in decision making. The publicity given to artificial intelligence (AI) has also contributed to the increased use of online screening tools by the general public. This paper aims to review factors contributing to the expansion of online self-diagnosis by the general public, and discuss both the risks and benefits of online self-diagnosis of psychiatric disorders. A narrative review was performed with examples obtained from the scientific literature and commercial articles written for the general public. Online self-diagnosis of psychiatric disorders is growing rapidly. Some people with a positive result on a screening tool will seek professional help. However, there are many potential risks for patients who self-diagnose, including an incorrect or dangerous diagnosis, increased patient anxiety about the diagnosis, obtaining unfiltered advice on social media, using the self-diagnosis to self-treat, including online purchase of medications without a prescription, and technical issues including the loss of privacy. Physicians need to be aware of the increase in self-diagnosis by the general public and the potential risks, both medical and technical. Psychiatrists must recognize that the general public is often unaware of the challenging medical and technical issues involved in the diagnosis of a mental disorder, and be ready to treat patients who have already obtained an online self-diagnosis.
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Affiliation(s)
- Scott Monteith
- Michigan State University College of Human Medicine, Traverse City Campus, Traverse City, Michigan, USA
| | - Tasha Glenn
- ChronoRecord Association, Fullerton, California, USA
| | - John R Geddes
- Department of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK
| | - Peter C Whybrow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles (UCLA), Los Angeles, California, USA
| | - Eric D Achtyes
- Department of Psychiatry, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, Michigan, USA
| | - Michael Bauer
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus Medical Faculty, Technische Universität Dresden, Dresden, Germany
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Fletcher K, Moran-Pryor A, Robert-Hendren D. Preliminary Clinical Outcomes of the Hello Sunday Morning Alcohol and Wellbeing Self-Assessment: Feasibility and Acceptability Study. JMIR Form Res 2023; 7:e48245. [PMID: 37874615 PMCID: PMC10630865 DOI: 10.2196/48245] [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: 04/17/2023] [Revised: 07/25/2023] [Accepted: 09/23/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Alcohol-related injuries and diseases are a leading cause of morbidity and mortality worldwide. Early intervention is essential given the chronic, relapsing nature of alcohol use disorders. There is significant potential for widely accessible web-based screening tools to help individuals determine where they stand in terms of alcohol use and provide support recommendations. Screening and brief interventions (SBIs) provide individuals with a stigma-free opportunity to learn and think about the potential risks of drinking and prompt help-seeking behavior by incorporating behavior change techniques. Furthermore, as excessive alcohol use and mental health problems often occur concurrently, SBIs for both conditions simultaneously can potentially address a critical gap in alcohol and mental health treatment. OBJECTIVE We investigated the feasibility, acceptability, and clinical outcomes of participants completing the Alcohol and Wellbeing Self-assessment (A&WS), a web-based SBI. METHODS The A&WS is freely available on the Hello Sunday Morning website as part of an uncontrolled observational prospective study. Feasibility was assessed based on the number of respondents who commenced and subsequently completed the A&WS. Acceptability was measured via participant feedback to determine overall satisfaction, perceived helpfulness, and likelihood of recommending the A&WS to others. Clinical outcomes were measured in two ways: (1) self-reported changes in alcohol consumption (Alcohol Use Disorders Identification Test score) or psychological distress (Kessler Psychological Distress Scale score) over time and (2) help seeking-both self-reported and immediate web-based help seeking. Preliminary baseline data collected for the first 9 months (March 2022 to December 2022) of the study were reported, including the 3-month follow-up outcomes. RESULTS A total of 17,628 participants commenced the A&WS, and of these, 14,419 (81.8%) completed it. Of those 14,419 who completed the A&WS, 1323 (9.18%) agreed to participate in the follow-up research. Acceptability was high, with 78.46% (1038/1323) reporting high satisfaction levels overall; 95.62% (1265/1323) found the A&WS easy to use and would recommend the tool to others. The 1-, 2-, and 3-month follow-ups were completed by 28.57% (378/1323), 21.09% (279/1323), and 17.61% (233/1323) of the participants, respectively. Significant reductions in the Alcohol Use Disorders Identification Test Consumption subscale (P<.001) and Kessler Psychological Distress Scale scores (P<.001) were observed over the 3-month follow-up period. CONCLUSIONS Our results suggest that the A&WS is a highly feasible and acceptable digital SBI that may support individuals in making changes to their alcohol consumption and improve their psychological well-being. In the absence of a control group, positive clinical outcomes cannot be attributed to the A&WS, which should now be subjected to a randomized controlled trial. This scalable, freely available tool has the potential to reach a large number of adults who might not otherwise access help while complementing the alcohol and mental health treatment ecosystem.
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Affiliation(s)
- Kathryn Fletcher
- Hello Sunday Morning, Sydney, Australia
- Centre for Mental Health, Swinburne University of Technology, Melbourne, Australia
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Virk P, Arora R, Burt H, Finnamore C, Gadermann A, Barbic S, Doan Q. Evaluating the Psychometric Properties and Clinical Utility of a Digital Psychosocial Self-Screening Tool (HEARTSMAP-U) for Postsecondary Students: Prospective Cohort Study. JMIR Ment Health 2023; 10:e48709. [PMID: 37556180 PMCID: PMC10448294 DOI: 10.2196/48709] [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: 05/04/2023] [Revised: 06/08/2023] [Accepted: 06/11/2023] [Indexed: 08/10/2023] Open
Abstract
BACKGROUND Existing screening tools for mental health issues among postsecondary students have several challenges, including a lack of standardization and codevelopment by students. HEARTSMAP-U was adapted to address these issues. OBJECTIVE This study aimed to evaluate the suitability of HEARTSMAP-U as a self-screening tool for psychosocial issues among postsecondary students by evaluating its validity evidence and clinical utility. METHODS A prospective cohort study was conducted with University of British Columbia Vancouver students to evaluate HEARTSMAP-U's predictive validity and convergent validity. Participating students completed baseline and 3-month follow-up assessments via HEARTSMAP-U and a clinician-administered interview. RESULTS In a diverse student sample (n=100), HEARTSMAP-U demonstrated high sensitivity (95%-100%) in identifying any psychiatric concerns that were flagged by a research clinician, with lower specificity (21%-25%). Strong convergent validity (r=0.54-0.68) was demonstrated when relevant domains and sections of HEARTSMAP-U were compared with those of other conceptually similar instruments. CONCLUSIONS This preliminary evaluation suggests that HEARTSMAP-U may be suitable for screening in the postsecondary educational setting. However, a larger-scale evaluation is necessary to confirm and expand on these findings.
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Affiliation(s)
- Punit Virk
- School of Population and Public Health, The University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Ravia Arora
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Heather Burt
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | | | - Anne Gadermann
- School of Population and Public Health, The University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, Providence Health, Vancouver, BC, Canada
| | - Skye Barbic
- Centre for Health Evaluation and Outcome Sciences, Providence Health, Vancouver, BC, Canada
- Department of Occupational Science and Occupational Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Quynh Doan
- School of Population and Public Health, The University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- Department of Paediatrics, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
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Rackoff GN, Monocello LT, Fowler LA, Vázquez MM, Shah J, Fitzsimmons-Craft EE, Taylor CB, Eisenberg D, Wilfley DE, Newman MG. Using Social Influence Strategies to Improve Rates of Online Mental Health Survey Participation: Results from Two Experiments. JOURNAL OF BEHAVIORAL AND COGNITIVE THERAPY 2023; 33:81-89. [PMID: 37928450 PMCID: PMC10621766 DOI: 10.1016/j.jbct.2023.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2023]
Abstract
Online surveys are routinely used in mental health screening and treatment follow-up assessment, though they can yield low response rates. We tested the effects of social psychology-informed influence strategies for increasing rates of participation in an online mental health screening survey (Experiment 1) and a treatment follow-up survey (Experiment 2). In Experiment 1 (N = 45,569), embedding one or any combination of three motivational appeals (personal gain, community gain, and inclusivity) in screening survey invitation and reminder emails unexpectedly led to lower rates of survey participation compared to when the appeals were not included (overall participation rate = 12.02%, ORs = 0.75 to 0.97, ps < .001). In Experiment 2 (N = 873), a video of a TikTok influencer encouraging survey participation embedded in treatment follow-up survey invitation and reminder emails did not significantly affect survey completion compared to a humorous gif unrelated to survey participation (overall participation rate = 47.88%, OR = 1.18, p = .200). Moderator analyses revealed that the video led to higher rates of participation than the gif among White participants (OR = 1.39, p = .031) and non-Hispanic participants (OR = 1.35, p = .029) only, whereas the video led to lower rates of participation than the gif among students who did not disclose their race (OR = 0.31, p = .010). Results suggested that efforts to improve online survey participation should be balanced with possible downsides (e.g., added email length) and should be evaluated for differential performance among population subgroups prior to widespread implementation.
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Affiliation(s)
- Gavin N. Rackoff
- Department of Psychology, The Pennsylvania State University, University Park, PA
| | | | - Lauren A. Fowler
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Melissa M. Vázquez
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Jillian Shah
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | | | - C. Barr Taylor
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA
- Center for mHealth, Palo Alto University, Palo Alto, CA
| | - Daniel Eisenberg
- Department of Health Policy and Management, Fielding School of Public Health, University of California at Los Angeles, Los Angeles, CA
| | - Denise E. Wilfley
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Michelle G. Newman
- Department of Psychology, The Pennsylvania State University, University Park, PA
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Sanghvi P, Mehrotra S, Sharma MK. Development of a Technology-Based Intervention to Improve Help-Seeking in Distressed Non-Treatment-Seeking Young Adults With Common Mental Health Concerns. Cureus 2023; 15:e39108. [PMID: 37332458 PMCID: PMC10271058 DOI: 10.7759/cureus.39108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2023] [Indexed: 06/20/2023] Open
Abstract
Background There is a dearth of interventions aimed at improving help-seeking for common mental health concerns among distressed young adults, particularly in the urban Indian context. Availability of cost-effective, targeted intervention for improving appropriate help-seeking can pave the way for reducing the treatment gap. This could prove especially beneficial in low-resource settings. This study describes the guiding principles, underlying theory, and development process of a simple technology-based help-seeking intervention for distressed non-treatment-seeking young adults. Methods Several models of professional help-seeking behavior were examined to ascertain a suitable theoretical framework for the development of the intervention to enable help-seeking among distressed non-treatment-seeking young adults. Pilot work was carried out before the development, along with content validation of the intervention by field experts. Results Help-seeking intervention was developed based on the preferences of young adults and literature review. Eight core intervention components and one optional component were developed, which were built on selected theoretical frameworks. These components have been postulated to enhance awareness of common mental health problems, the utility of self-help, and support of significant others, and to increase the skills to understand when it may be appropriate to step up to professional help-seeking. Conclusion Help-seeking interventions delivered beyond the traditional clinic and hospital setups prove useful as low-intensity interventions acting as gateways to seek mainstream mental health services. Further research will evaluate the feasibility, acceptability, and effectiveness of the intervention in reducing perceived barriers and enhancing inclination to seek professional help and help-seeking behavior among distressed non-treatment-seeking young adults.
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Affiliation(s)
- Prachi Sanghvi
- Department of Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Seema Mehrotra
- Department of Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Manoj Kumar Sharma
- Department of Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
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Zhou S, Banawa R, Oh H. Stop Asian hate: The mental health impact of racial discrimination among Asian Pacific Islander young and emerging adults during COVID-19. J Affect Disord 2023; 325:346-353. [PMID: 36623563 DOI: 10.1016/j.jad.2022.12.132] [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: 02/09/2022] [Revised: 06/01/2022] [Accepted: 12/23/2022] [Indexed: 01/08/2023]
Abstract
BACKGROUND The rapid surge in anti-API discrimination and assault during the COVID-19 pandemic has the potential to exacerbate mental health disparities already pervasive among API populations. The primary of this study was to understand the impact of the pandemic and COVID-related discrimination on API college and university student mental health. METHODS Secondary data was used from three administrations (Fall 2019, Spring 2020, and Fall 2020) of the Healthy Minds Study (HMS). We conducted Chi-square analyses to analyze differences in mental health symptoms across the three academic semesters. Cross-sectional multivariable logistic regression models were utilized to examine the association between COVID-related discrimination and mental health symptoms and help-seeking behavior during Spring 2020 and Fall 2020. RESULTS Comparing Fall 2019 to Fall 2020, we found that API students reported a 17 % increase in severe depression and a 30 % increase in severe anxiety. Mental health treatment utilization among those experiencing clinically-significant mental health problems decreased by 26 % between Fall 2019 and Spring 2020. COVID-related discrimination was associated with greater odds of severe depression in both Spring 2020. LIMITATIONS HMS does not include a random sample of campuses as schools themselves elect to participate. Analyses rely on self-report data. CONCLUSIONS Throughout the COVID-19 pandemic, API students reported significant increases in clinically-significant mental health symptoms and decreases in treatment utilization. Our analyses also suggest that COVID-related discrimination is correlated with greater odds of clinically-significant mental health symptoms, including severe depression and severe anxiety, as well as lower odds of treatment utilization.
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Affiliation(s)
- Sasha Zhou
- Department of Public Health, Wayne State University, Detroit, MI, United States of America
| | - Rachel Banawa
- Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States of America.
| | - Hans Oh
- Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, CA, United States of America
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Hirano YO, Uchino R, Tanaka S, Doi M, Aramaki K. Factors Predicting the Quality of Life of University Students in Japan Amidst COVID-19: A Cross-Sectional Study. Front Psychol 2022; 13:931381. [PMID: 35874329 PMCID: PMC9298658 DOI: 10.3389/fpsyg.2022.931381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
Owing to the COVID-19 pandemic, classes and club activities in Japanese universities have been canceled; this may increase students' perceived stress and adversely affect their quality of life. This study investigated the factors that influence Japanese university students' quality of life during the pandemic. An online questionnaire collating data related to demographic characteristics, the perceived stress scale (PSS), sense of coherence (SOC), number of social supports, and quality of life (Short Form Health Survey; SF-8) was distributed to university students. Participants were divided into two groups: those who entered university before (seniors) and after (juniors) the onset of the pandemic. Their scores on the two sub-domains (physical and mental) of the SF-8 were evaluated. Multiple regression analysis was performed to identify factors associated with the composite mental summary of the SF-8. Regression analysis indicated that the predictor model of the composite mental summary differed between juniors and seniors. Among seniors, the composite mental summary was significantly indicated by the composite physical summary (β = 0.549, p < 0.0001) and PSS (β = 0.422, p < 0.0001). Among juniors, it was significantly indicated by the composite physical summary (β = 0.531, p < 0.0001), PSS (β = 0.390, p < 0.0001), and number of social supports (β = -0.148, p = 0.006). The factors associated with quality of life differed between seniors and juniors. Universities must provide opportunities for students to find more friends, especially for juniors who have limited socialization opportunities owing to the pandemic.
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Affiliation(s)
- Yuko O Hirano
- Department of Health Sciences, Institute of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
| | - Risako Uchino
- Department of Health Sciences, Nagasaki University, Nagasaki, Japan
| | - Sae Tanaka
- Department of Health Sciences, Nagasaki University, Nagasaki, Japan
| | - Mutsumi Doi
- Department of Health Sciences, Nagasaki University, Nagasaki, Japan
| | - Koichi Aramaki
- Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
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Kruzan KP, Meyerhoff J, Nguyen T, Mohr DC, Reddy M, Kornfield R. "I Wanted to See How Bad it Was": Online Self-screening as a Critical Transition Point Among Young Adults with Common Mental Health Conditions. PROCEEDINGS OF THE SIGCHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS. CHI CONFERENCE 2022; 2022:328. [PMID: 35531062 PMCID: PMC9075814 DOI: 10.1145/3491102.3501976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Young adults have high rates of mental health conditions, yet they are the age group least likely to seek traditional treatment. They do, however, seek information about their mental health online, including by filling out online mental health screeners. To better understand online self-screening, and its role in help-seeking, we conducted focus groups with 50 young adults who voluntarily completed a mental health screener hosted on an advocacy website. We explored (1) catalysts for taking the screener, (2) anticipated outcomes, (3) reactions to the results, and (4) desired next steps. For many participants, the screener results validated their lived experiences of symptoms, but they were nevertheless unsure how to use the information to improve their mental health moving forward. Our findings suggest that online screeners can serve as a transition point in young people's mental health journeys. We discuss design implications for online screeners, post-screener feedback, and digital interventions broadly.
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Affiliation(s)
| | | | | | | | - Madhu Reddy
- University of California-Irvine, Irvine, California, USA
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Lee S, Lim J, Lee S, Heo Y, Jung D. Group-tailored feedback on online mental health screening for university students: using cluster analysis. BMC PRIMARY CARE 2022; 23:19. [PMID: 35172741 PMCID: PMC8790855 DOI: 10.1186/s12875-021-01622-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 12/23/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND The method by which mental health screening result reports are given affects the user's health behavior. Lists with the distribution of scores in various mental health areas is difficult for users to understand, and if the results are negative, they may feel more embarrassed than necessary. Therefore, we propose using group-tailored feedback, grouping people of similar mental health types by cluster analysis for comprehensive explanations of multidimensional mental health. METHODS This cross-sectional, observational study was conducted using a qualitative approach based on cluster analysis. Data were collected via a developed mental screening website, with depression, anxiety, sleep problems, perfectionism, procrastination, and attention assessed for 2 weeks in January 2020 in Korea. Participants were randomly recruited, and sample size was 174. Total was divided into 25 with severe depression/anxiety (SDA+) and 149 without severe depression/anxiety (SDA-) according to the PHQ-9 and GAD-7 criteria. Cluster analysis was conducted in each group, and an ANOVA was performed to find significant clusters. Thereafter, structured discussion was performed with mental health professionals to define the features of the clusters and construct the feedback content initially. Thirteen expert counselors were interviewed to reconstruct the content and validate the effectiveness of the developed feedback. RESULTS SDA- was divided into 3 using the k-means algorithm, which showed the best performance (silhouette score = 0.32, CH score = 91.67) among the clustering methods. Perfectionism and procrastination were significant factors in discretizing the groups. SDA+ subgroups were integrated because only 25 people belonged to this group, and they need professional help rather than self-care. Mental status and treatment recommendations were determined for each group, and group names were assigned to represent their features. The developed feedback was assessed to improve mental health literacy (MHL) through integrative and understandable explanations of multidimensional mental health. Moreover, it appeared that a sense of belonging was induced to reduce reluctance to face the feedback. CONCLUSIONS This study suggests group-tailored feedback using cluster analysis, which identifies groups of university students by integrating multidimensions of mental health. These methods can help students increase their interest in mental health and improve MHL to enable timely help.
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Affiliation(s)
- Seonmi Lee
- Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, 50, UNIST-gil, Ulsan, 44919 Republic of Korea
| | - Jiwoo Lim
- Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, 50, UNIST-gil, Ulsan, 44919 Republic of Korea
| | - Sangil Lee
- Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, 50, UNIST-gil, Ulsan, 44919 Republic of Korea
| | - Yoon Heo
- Hyperconnect, Seoul, Yeongdong-daero, Ulsan, Republic of Korea
| | - Dooyoung Jung
- Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, 50, UNIST-gil, Ulsan, 44919 Republic of Korea
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Funnell EL, Spadaro B, Benacek J, Martin-Key NA, Metcalfe T, Olmert T, Barton-Owen G, Bahn S. Learnings from user feedback of a novel digital mental health assessment. Front Psychiatry 2022; 13:1018095. [PMID: 36339864 PMCID: PMC9630572 DOI: 10.3389/fpsyt.2022.1018095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/12/2022] [Indexed: 11/30/2022] Open
Abstract
Digital mental health interventions (DMHI) have the potential to address barriers to face-to-face mental healthcare. In particular, digital mental health assessments offer the opportunity to increase access, reduce strain on services, and improve identification. Despite the potential of DMHIs there remains a high drop-out rate. Therefore, investigating user feedback may elucidate how to best design and deliver an engaging digital mental health assessment. The current study aimed to understand 1304 user perspectives of (1) a newly developed digital mental health assessment to determine which features users consider to be positive or negative and (2) the Composite International Diagnostic Interview (CIDI) employed in a previous large-scale pilot study. A thematic analysis method was employed to identify themes in feedback to three question prompts related to: (1) the questions included in the digital assessment, (2) the homepage design and reminders, and (3) the assessment results report. The largest proportion of the positive and negative feedback received regarding the questions included in the assessment (n = 706), focused on the quality of the assessment (n = 183, 25.92% and n = 284, 40.23%, respectively). Feedback for the homepage and reminders (n = 671) was overwhelmingly positive, with the largest two themes identified being positive usability (i.e., ease of use; n = 500, 74.52%) and functionality (i.e., reminders; n = 278, 41.43%). The most frequently identified negative theme in results report feedback (n = 794) was related to the report content (n = 309, 38.92%), with users stating it was lacking in-depth information. Nevertheless, the most frequent positive theme regarding the results report feedback was related to wellbeing outcomes (n = 145, 18.26%), with users stating the results report, albeit brief, encouraged them to seek professional support. Interestingly, despite some negative feedback, most users reported that completing the digital mental health assessment has been worthwhile (n = 1,017, 77.99%). Based on these findings, we offer recommendations to address potential barriers to user engagement with a digital mental health assessment. In summary, we recommend undertaking extensive co-design activities during the development of digital assessment tools, flexibility in answering modalities within digital assessment, customizable additional features such as reminders, transparency of diagnostic decision making, and an actionable results report with personalized mental health resources.
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Affiliation(s)
- Erin Lucy Funnell
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom.,Psyomics Ltd., Cambridge, United Kingdom
| | - Benedetta Spadaro
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom
| | - Jiri Benacek
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom
| | - Nayra A Martin-Key
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom
| | - Tim Metcalfe
- Independent Researcher, Cambridge, United Kingdom
| | - Tony Olmert
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom
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Lizhi X, Peng C, Wanhong Z, Shengmei X, Lingjiang L, Li Z, Xiaoping W, Weihui L. Factors Associated With Preference of Psychological Intervention and Mental Status Among Chinese Teachers During Coronavirus Disease 2019: A Large Cross-Sectional Survey. Front Psychiatry 2021; 12:704010. [PMID: 34349685 PMCID: PMC8326447 DOI: 10.3389/fpsyt.2021.704010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 06/17/2021] [Indexed: 01/19/2023] Open
Abstract
Aims: The authors sought to explore the psychological distress of teachers during COVID-19 pandemic and their preference for psychological intervention. The overarching goal was to gain insight on how to build an effective psychological support system for teachers during and after the pandemic. Methods: The mental health condition of teachers (N = 18,521) was assessed online by using a questionnaire consisting of standard instruments PHQ-15, GAD-7, PHQ-2, PC-PTSD, and additional questions about sleep disturbance, suicidality and preference of psychological intervention methods. Results: 35.5% of Chinese teachers reported sleep disturbance, 25.3% complained somatic discomfort, 17.7% had anxiety symptoms, 4.0% had depression, 2.8% had self-injury or suicidal thoughts. Women are more likely to have somatic symptoms, sleep disturbance and depression. There were age differences for anxiety, somatic symptoms and suicidal thoughts. High percentages of university teachers reported moderate to severe anxiety, somatic symptoms, depression and sleep disturbance. The most preferred psychological intervention is the self-practice of stress management skills (N = 11,477, 62.0%). Teachers with moderate and severe symptoms are more likely in need of hotline and online counseling and those with serious suicidal thoughts are three times more likely to use a telephone hotline. Conclusions: During the COVID-19 outbreak, the major reported psychological distresses among Chinese teachers are anxiety, sleep disturbance and somatic symptoms. There were gender, age and school setting differences. Females, teachers over 45 years old and those who work at universities tend to be more vulnerable. Different teachers chose different interventions, mostly based on the severity of their symptoms.
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Affiliation(s)
- Xu Lizhi
- Department of Psychiatry, Second Xiangya Hospital, Central South University, Changsha, China.,Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China.,Key Laboratory of Psychiatry and Mental Health of Hunan, Central South University, Changsha, China
| | - Cheng Peng
- Department of Psychiatry, Second Xiangya Hospital, Central South University, Changsha, China.,Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China.,Key Laboratory of Psychiatry and Mental Health of Hunan, Central South University, Changsha, China
| | - Zheng Wanhong
- Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown, WV, United States
| | - Xu Shengmei
- University of Illinois, Urbana-Champaign, Champaign, IL, United States
| | - Li Lingjiang
- Department of Psychiatry, Second Xiangya Hospital, Central South University, Changsha, China.,Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China.,Key Laboratory of Psychiatry and Mental Health of Hunan, Central South University, Changsha, China
| | - Zhang Li
- Department of Psychiatry, Second Xiangya Hospital, Central South University, Changsha, China.,Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China.,Key Laboratory of Psychiatry and Mental Health of Hunan, Central South University, Changsha, China
| | - Wang Xiaoping
- Department of Psychiatry, Second Xiangya Hospital, Central South University, Changsha, China.,Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China.,Key Laboratory of Psychiatry and Mental Health of Hunan, Central South University, Changsha, China
| | - Li Weihui
- Department of Psychiatry, Second Xiangya Hospital, Central South University, Changsha, China.,Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China.,Key Laboratory of Psychiatry and Mental Health of Hunan, Central South University, Changsha, China
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13
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“So Many Mental Health Issues Go Unsaid”: Implications for Best Practice Guidelines From Student-Athletes’ Perspectives About Service Availability. JOURNAL OF CLINICAL SPORT PSYCHOLOGY 2020. [DOI: 10.1123/jcsp.2019-0051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Using the framework of multidisciplinary best practice recommendations promoted by the National Collegiate Athletic Association, this study used a mixed-methods approach to investigate Division I student-athletes’ perceived access to and satisfaction with mental health service availability. Participants were asked about their satisfaction with direct (e.g., counseling, psychiatry, assessment) and indirect (e.g., mental health outreach, educational workshops) service availability, both on campus and within athletics. Results from a researcher-generated survey indicated that participants were moderately satisfied with service availability in each of the four contexts. Hierarchical multiple regressions revealed that student-athletes’ satisfaction was predicted by different factors for each service type-location combination. Qualitative data contained requests for more athlete-centered mental health services as well as more preventative outreach in general. These data provide a foundation for understanding factors that influence student-athletes’ satisfaction with mental health service availability and offer practical implications for current best practice recommendations.
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14
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Johnson JA, Devdutt J, Mehrotra S, Bhola P, Sudhir P, Sharma A. Barriers to Professional Help-seeking for Distress and Potential Utility of a Mental Health App Components: Stakeholder Perspectives. Cureus 2020; 12:e7128. [PMID: 32257673 PMCID: PMC7105026 DOI: 10.7759/cureus.7128] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Introduction A high prevalence of common mental disorders and the associated treatment gap, particularly in low and middle-income countries such as India, calls for novel mental health approaches with widespread reach. There is a need to enhance our understanding of the barriers experienced by distressed persons as well as to utilize these insights for breaking such barriers. Despite the rise in the use of technology-based solutions in the field of mental health, there is a dearth of app-based interventions that help in breaking barriers to seeking professional help for mental health concerns in distressed persons. The present study aimed at exploring the perspectives of distressed persons concerning barriers to seeking professional help for mental health concerns. It also sought to understand their perspectives on the perceived utility of proposed app components for breaking these barriers. Methods The study utilized a cross-sectional exploratory design. The sample included two groups of distressed participants who could be considered potential users (and thereby the stakeholders) of a mental health app under development for common mental health concerns: distressed treatment seekers (D-TS) and distressed non-treatment seekers (D-NTS). The D-TS group included 10 individuals (average age: 33 years; six men) with self-reported or clinician-reported depressive and anxiety symptoms at intake who were seeking help from mental health professionals. The D-NTS group included 10 distressed individuals (average age: 23 years; five men) who were recruited from the local community through an announcement. The announcement called for participants who were experiencing anxiety and low mood but had not yet sought help for their distress. A semistructured interview schedule was used to explore the nature of barriers encountered and the perceived utility of the content of the proposed app. The questions that aimed at understanding the perceived barriers were open-ended. The perceived utility of various components of the proposed app was explored via 11 items, with a 5-point Likert scale. Results Personal barriers frequently reported by both groups were doubts about treatment and fear of social consequences. The role of inadequate self-awareness about one’s mental health concerns as a barrier to reaching out for professional help was articulated more frequently by the D-TS group than the D-NTS group. Proposed app components such as self-assessment with individualized feedback, informative videos by mental health professionals, testimonials from mental health service users, and a platform for an online connection with a professional were rated as potentially useful in reducing barriers to professional help-seeking. Insights based on stakeholder perspectives have implications for further research and are being utilized for the development of a mental health app for common mental health concerns.
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Affiliation(s)
- Jemimah A Johnson
- Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Janhavi Devdutt
- Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Seema Mehrotra
- Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Poornima Bhola
- Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Paulomi Sudhir
- Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, IND
| | - Amit Sharma
- Technology for Emerging Markets, Microsoft Research India, Bengaluru, IND
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15
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Hickie IB, Davenport TA, Burns JM, Milton AC, Ospina-Pinillos L, Whittle L, Ricci CS, McLoughlin LT, Mendoza J, Cross SP, Piper SE, Iorfino F, LaMonica HM. Project Synergy: co-designing technology-enabled solutions for Australian mental health services reform. Med J Aust 2020; 211 Suppl 7:S3-S39. [PMID: 31587276 DOI: 10.5694/mja2.50349] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Project Synergy aims to test the potential of new and emerging technologies to enhance the quality of mental health care provided by traditional face-to-face services. Specifically, it seeks to ensure that consumers get the right care, first time (delivery of effective mental health care early in the course of illness). Using co-design with affected individuals, Project Synergy has built, implemented and evaluated an online platform to assist the assessment, feedback, management and monitoring of people with mental disorders. It also promotes the maintenance of wellbeing by collating health and social information from consumers, their supportive others and health professionals. This information is reported back openly to consumers and their service providers to promote genuine collaborative care. The online platform does not provide stand-alone medical or health advice, risk assessment, clinical diagnosis or treatment; instead, it supports users to decide what may be suitable care options. Using an iterative cycle of research and development, the first four studies of Project Synergy (2014-2016) involved the development of different types of online prototypes for young people (i) attending university; (ii) in three disadvantaged communities in New South Wales; (iii) at risk of suicide; and (iv) attending five headspace centres. These contributed valuable information concerning the co-design, build, user testing and evaluation of prototypes, as well as staff experiences during development and service quality improvements following implementation. Through ongoing research and development (2017-2020), these prototypes underpin one online platform that aims to support better multidimensional mental health outcomes for consumers; more efficient, effective and appropriate use of health professional knowledge and clinical skills; and quality improvements in mental health service delivery.
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Affiliation(s)
- Ian B Hickie
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | | | - Jane M Burns
- Swinburne Research, Swinburne University of Technology, Melbourne, VIC
| | | | - Laura Ospina-Pinillos
- Brain and Mind Centre, University of Sydney, Sydney, NSW.,Department of Psychiatry and Mental Health, School of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Lisa Whittle
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | | | - Larisa T McLoughlin
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Birtinya, QLD
| | - John Mendoza
- Brain and Mind Centre, University of Sydney, Sydney, NSW.,ConNetica, Caloundra, QLD
| | - Shane P Cross
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - Sarah E Piper
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - Frank Iorfino
- Brain and Mind Centre, University of Sydney, Sydney, NSW
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16
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A Simple Method for Assessing the Mental Health Status of Students in Higher Education. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16234733. [PMID: 31783500 PMCID: PMC6926560 DOI: 10.3390/ijerph16234733] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/27/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 11/17/2022]
Abstract
Mental health problems are common among students in higher education all over the world, so identifying those who are at higher risk would allow the targeted provision of help. Our goal was to develop an assessment tool to identify students at risk for vulnerable mental health status. This tool was created from the 12-item General Health Questionnaire and Antonovsky’s abbreviated sense of coherence scale and was tested to distinguish between those with high or low mental resilience. Predictive ability was characterized by likelihood ratios taking the Beck Depression Inventory and perceived health as references. One-quarter (95% CI 21.1% to 29.7%) of the students had been in vulnerable mental health characterized by low sense of coherence and high distress, whereas 28.4% (95% CI 24.2% to 33.1%) seemed resilient, having high sense of coherence and low distress. The high negative predictive value of the assessment tool reliably identified resilient students in comparison with both the Beck Depression Inventory (98.6%) and perceived health status (83.9%). Use of the assessment tool is recommended for students to distinguish between those at decreased and increased risk in terms of mental health. Mental health services should be offered to students at higher risk.
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17
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Ospina-Pinillos L, Davenport T, Mendoza Diaz A, Navarro-Mancilla A, Scott EM, Hickie IB. Using Participatory Design Methodologies to Co-Design and Culturally Adapt the Spanish Version of the Mental Health eClinic: Qualitative Study. J Med Internet Res 2019; 21:e14127. [PMID: 31376271 PMCID: PMC6696860 DOI: 10.2196/14127] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 06/11/2019] [Accepted: 06/12/2019] [Indexed: 12/11/2022] Open
Abstract
Background The Mental Health eClinic (MHeC) aims to deliver best-practice clinical services to young people experiencing mental health problems by making clinical care accessible, affordable, and available to young people whenever and wherever they need it most. The original MHeC consists of home page with a visible triage system for those requiring urgent help; a online physical and mental health self-report assessment; a results dashboard; a booking and videoconferencing system; and the generation of a personalized well-being plan. Populations who do not speak English and reside in English-speaking countries are less likely to receive mental health care. In Australia, international students have been identified as disadvantaged compared with their peers; have weaker social support networks; and have higher rates of psychological distress. This scenario is acquiring significant relevance as Spanish-speaking migration is rapidly growing in Australia, and the mental health services for culturally and linguistically diverse populations are limited. Having a Spanish version (MHeC-S) of the Mental Health eClinic would greatly benefit these students. Objective We used participatory design methodologies with users (young people aged 16-30 years, supportive others, and health professionals) to (1) conduct workshops with users to co-design and culturally adapt the MHeC; (2) inform the development of the MHeC-S alpha prototype; (3) test the usability of the MHeC-S alpha prototype; (4) translate, culturally adapt, and face-validate the MHeC-S self-report assessment; and (5) collect information to inform its beta prototype. Methods A research and development cycle included several participatory design phases: co-design workshops; knowledge translation; language translation and cultural adaptation; and rapid prototyping and user testing of the MHeC-S alpha prototype. Results We held 2 co-design workshops with 17 users (10 young people, 7 health professionals). A total of 15 participated in the one-on-one user testing sessions (7 young people, 5 health professionals, 3 supportive others). We collected 225 source documents, and thematic analysis resulted in 5 main themes (help-seeking barriers, technology platform, functionality, content, and user interface). A random sample of 106 source documents analyzed by 2 independent raters revealed almost perfect agreement for functionality (kappa=.86; P<.001) and content (kappa=.92; P<.001) and substantial agreement for the user interface (kappa=.785; P<.001). In this random sample, no annotations were coded for help-seeking barriers or the technology platform. Language was identified as the main barrier to getting medical or psychological services, and smartphones were the most-used device to access the internet. Acceptability was adequate for the prototype’s 5 main elements: home page and triage system, self-report assessment, dashboard of results, booking and video visit system, and personalized well-being plan. The data also revealed gaps in the alpha prototype, such as the need for tailored assessment tools and a greater integration with Spanish-speaking services and communities. Spanish-language apps and e-tools, as well as online mental health information, were lacking. Conclusions Through a research and development process, we co-designed and culturally adapted, developed and user tested, and evaluated the MHeC-S. By translating and culturally adapting the MHeC to Spanish, we aimed to increase accessibility and availability of e-mental health care in the developing world, and assist vulnerable populations that have migrated to English-speaking countries.
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Affiliation(s)
- Laura Ospina-Pinillos
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia.,Department of Psychiatry and Mental Health, Pontifical Javeriana University, Bogota, Colombia
| | - Tracey Davenport
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Antonio Mendoza Diaz
- School of Psychiatry, Department of Medicine, University of New South Wales, Sydney, NSW, Australia
| | | | - Elizabeth M Scott
- School of Medicine, University of Notre Dame Australia, Sydney, NSW, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
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18
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Lattie EG, Adkins EC, Winquist N, Stiles-Shields C, Wafford QE, Graham AK. Digital Mental Health Interventions for Depression, Anxiety, and Enhancement of Psychological Well-Being Among College Students: Systematic Review. J Med Internet Res 2019; 21:e12869. [PMID: 31333198 PMCID: PMC6681642 DOI: 10.2196/12869] [Citation(s) in RCA: 265] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 05/29/2019] [Accepted: 06/14/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND College students are increasingly reporting common mental health problems, such as depression and anxiety, and they frequently encounter barriers to seeking traditional mental health treatments. Digital mental health interventions, such as those delivered via the Web and apps, offer the potential to improve access to mental health treatment. OBJECTIVE This study aimed to review the literature on digital mental health interventions focused on depression, anxiety, and enhancement of psychological well-being among samples of college students to identify the effectiveness, usability, acceptability, uptake, and adoption of such programs. METHODS We conducted a systematic review using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines (registration number CRD42018092800), and the search strategy was conducted by a medical research librarian in the following databases: MEDLINE (Ovid), EMBASE (Elsevier), PsycINFO (EbscoHost), the Cochrane Library (Wiley), and Web of Science (Thomson Reuters) from the date of inception to April 2019. Data were synthesized using a systematic narrative synthesis framework, and formal quality assessments were conducted to address the risk of bias. RESULTS A total of 89 studies met the inclusion criteria. The majority of interventions (71/89, 80%) were delivered via a website, and the most common intervention was internet-based cognitive behavioral therapy (28, 31%). Many programs (33, 37%) featured human support in the form of coaching. The majority of programs were either effective (42, 47%) or partially effective (30, 34%) in producing beneficial changes in the main psychological outcome variables. Approximately half of the studies (45, 51%) did not present any usability or acceptability outcomes, and few studies (4, 4%) examined a broad implementation of digital mental health interventions on college campuses. Quality assessments revealed a moderate-to-severe risk of bias in many of the studies. CONCLUSIONS Results suggest that digital mental health interventions can be effective for improving depression, anxiety, and psychological well-being among college students, but more rigorous studies are needed to ascertain the effective elements of these interventions. Continued research on improving the user experience of, and thus user engagement with, these programs appears vital for the sustainable implementation of digital mental health interventions on college campuses.
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Affiliation(s)
- Emily G Lattie
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
| | - Elizabeth C Adkins
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
| | - Nathan Winquist
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
| | - Colleen Stiles-Shields
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Q Eileen Wafford
- Galter Health Sciences Library and Learning Center, Northwestern University, Chicago, IL, United States
| | - Andrea K Graham
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
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19
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Lattie EG, Lipson SK, Eisenberg D. Technology and College Student Mental Health: Challenges and Opportunities. Front Psychiatry 2019; 10:246. [PMID: 31037061 PMCID: PMC6476258 DOI: 10.3389/fpsyt.2019.00246] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 04/01/2019] [Indexed: 12/18/2022] Open
Abstract
In recent years, there has been an increase in symptoms of depression, anxiety, eating disorders, and other mental illnesses in college student populations. Simultaneously, there has been a steady rise in the demand for counseling services. These trends have been viewed by some as a mental health crisis requiring prompt investigation and the generation of potential solutions to serve the needs of students. Subsequently, several studies linked the observed rise in symptoms with the ubiquitous rise in use of personal computing technologies, including social media, and have suggested that time spent on these types of technologies is directly correlated with poor mental health. While use of personal computing technologies has dramatically shifted the landscape in which college students connect with one another and appears to have some detriments to mental health, the same technologies also offer a number of opportunities for the enhancement of mental health and the treatment of mental illness. Here, we describe the challenges and opportunities for college student mental health afforded by personal computing technologies. We highlight opportunities for new research in this area and possibilities for individuals and organizations to engage with these technologies in a more helpful and wellness-promoting manner.
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Affiliation(s)
- Emily G Lattie
- Center for Behavioral Intervention Technologies, Department of Medical Social Sciences, Northwestern University, Chicago, IL, United States
| | - Sarah Ketchen Lipson
- Boston University School of Public Health, Department of Health Law Policy and Management, Boston University, Boston, MA, United States
| | - Daniel Eisenberg
- University of Michigan School of Public Health, Department of Health Management and Policy, and Population Studies Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, United States
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20
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Ospina-Pinillos L, Davenport TA, Ricci CS, Milton AC, Scott EM, Hickie IB. Developing a Mental Health eClinic to Improve Access to and Quality of Mental Health Care for Young People: Using Participatory Design as Research Methodologies. J Med Internet Res 2018; 20:e188. [PMID: 29807878 PMCID: PMC5996175 DOI: 10.2196/jmir.9716] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 03/17/2018] [Accepted: 03/22/2018] [Indexed: 01/18/2023] Open
Abstract
Background Each year, many young Australians aged between 16 and 25 years experience a mental health disorder, yet only a small proportion access services and even fewer receive timely and evidence-based treatments. Today, with ever-increasing access to the Internet and use of technology, the potential to provide all young people with access (24 hours a day, 7 days a week) to the support they require to improve their mental health and well-being is promising. Objective The aim of this study was to use participatory design (PD) as research methodologies with end users (young people aged between 16 and 25 years and youth health professionals) and our research team to develop the Mental Health eClinic (a Web-based mental health clinic) to improve timely access to, and better quality, mental health care for young people across Australia. Methods A research and development (R&D) cycle for the codesign and build of the Mental Health eClinic included several iterative PD phases: PD workshops; translation of knowledge and ideas generated during workshops to produce mockups of webpages either as hand-drawn sketches or as wireframes (simple layout of a webpage before visual design and content is added); rapid prototyping; and one-on-one consultations with end users to assess the usability of the alpha build of the Mental Health eClinic. Results Four PD workshops were held with 28 end users (young people n=18, youth health professionals n=10) and our research team (n=8). Each PD workshop was followed by a knowledge translation session. At the conclusion of this cycle, the alpha prototype was built, and one round of one-on-one end user consultation sessions was conducted (n=6; all new participants, young people n=4, youth health professionals n=2). The R&D cycle revealed the importance of five key components for the Mental Health eClinic: a home page with a visible triage system for those requiring urgent help; a comprehensive online physical and mental health assessment; a detailed dashboard of results; a booking and videoconferencing system to enable video visits; and the generation of a personalized well-being plan that includes links to evidence-based, and health professional–recommended, apps and etools. Conclusions The Mental Health eClinic provides health promotion, triage protocols, screening, assessment, a video visit system, the development of personalized well-being plans, and self-directed mental health support for young people. It presents a technologically advanced and clinically efficient system that can be adapted to suit a variety of settings in which there is an opportunity to connect with young people. This will enable all young people, and especially those currently not able or willing to connect with face-to-face services, to receive best practice clinical services by breaking down traditional barriers to care and making health care more personalized, accessible, affordable, and available.
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Affiliation(s)
| | | | - Cristina S Ricci
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Alyssa C Milton
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | | | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
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21
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Choi I, Milne DN, Deady M, Calvo RA, Harvey SB, Glozier N. Impact of Mental Health Screening on Promoting Immediate Online Help-Seeking: Randomized Trial Comparing Normative Versus Humor-Driven Feedback. JMIR Ment Health 2018; 5:e26. [PMID: 29622528 PMCID: PMC5938694 DOI: 10.2196/mental.9480] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Revised: 02/14/2018] [Accepted: 02/19/2018] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Given the widespread availability of mental health screening apps, providing personalized feedback may encourage people at high risk to seek help to manage their symptoms. While apps typically provide personal score feedback only, feedback types that are user-friendly and increase personal relevance may encourage further help-seeking. OBJECTIVE The aim of this study was to compare the effects of providing normative and humor-driven feedback on immediate online help-seeking, defined as clicking on a link to an external resource, and to explore demographic predictors that encourage help-seeking. METHODS An online sample of 549 adults were recruited using social media advertisements. Participants downloaded a smartphone app known as "Mindgauge" which allowed them to screen their mental wellbeing by completing standardized measures on Symptoms (Kessler 6-item Scale), Wellbeing (World Health Organization [Five] Wellbeing Index), and Resilience (Brief Resilience Scale). Participants were randomized to receive normative feedback that compared their scores to a reference group or humor-driven feedback that presented their scores in a relaxed manner. Those who scored in the moderate or poor ranges in any measure were encouraged to seek help by clicking on a link to an external online resource. RESULTS A total of 318 participants scored poorly on one or more measures and were provided with an external link after being randomized to receive normative or humor-driven feedback. There was no significant difference of feedback type on clicking on the external link across all measures. A larger proportion of participants from the Wellbeing measure (170/274, 62.0%) clicked on the links than the Resilience (47/179, 26.3%) or Symptoms (26/75, 34.7%) measures (χ2=60.35, P<.001). There were no significant demographic factors associated with help-seeking for the Resilience or Wellbeing measures. Participants with a previous episode of poor mental health were less likely than those without such history to click on the external link in the Symptoms measure (P=.003, odds ratio [OR] 0.83, 95% CI 0.02-0.44), and younger adults were less likely to click on the link compared to older adults across all measures (P=.005, OR 0.44, 95% CI 0.25-0.78). CONCLUSIONS This pilot study found that there was no difference between normative and humor-driven feedback on promoting immediate clicks to an external resource, suggesting no impact on online help-seeking. Limitations included: lack of personal score control group, limited measures of predictors and potential confounders, and the fact that other forms of professional help-seeking were not assessed. Further investigation into other predictors and factors that impact on help-seeking is needed. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12616000707460; https://www.anzctr.org.au/ Trial/Registration/TrialReview.aspx?id=370187 (Archived by WebCite at http://www.webcitation.org/6y8m8sVxr).
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Affiliation(s)
- Isabella Choi
- Brain and Mind Centre, Central Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
| | - David N Milne
- Faculty of Engineering and Information Technologies, University of Technology Sydney, Sydney, Australia.,Wellbeing Technology Lab, School of Electrical and Information Engineering, The University of Sydney, Sydney, Australia
| | - Mark Deady
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Rafael A Calvo
- Wellbeing Technology Lab, School of Electrical and Information Engineering, The University of Sydney, Sydney, Australia
| | - Samuel B Harvey
- Brain and Mind Centre, Central Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Nick Glozier
- Brain and Mind Centre, Central Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
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22
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Hubbard K, Reohr P, Tolcher L, Downs A. Stress, Mental Health Symptoms, and Help-Seeking in College Students. ACTA ACUST UNITED AC 2018. [DOI: 10.24839/2325-7342.jn23.4.293] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Cunningham CE, Zipursky RB, Christensen BK, Bieling PJ, Madsen V, Rimas H, Mielko S, Wilson F, Furimsky I, Jeffs L, Munn C. Modeling the mental health service utilization decisions of university undergraduates: A discrete choice conjoint experiment. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2017; 65:389-399. [PMID: 28511031 DOI: 10.1080/07448481.2017.1322090] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 10/24/2016] [Accepted: 01/20/2017] [Indexed: 05/28/2023]
Abstract
OBJECTIVE We modeled design factors influencing the intent to use a university mental health service. PARTICIPANTS Between November 2012 and October 2014, 909 undergraduates participated. METHOD Using a discrete choice experiment, participants chose between hypothetical campus mental health services. RESULTS Latent class analysis identified three segments. A Psychological/Psychiatric Service segment (45.5%) was most likely to contact campus health services delivered by psychologists or psychiatrists. An Alternative Service segment (39.3%) preferred to talk to peer-counselors who had experienced mental health problems. A Hesitant segment (15.2%) reported greater distress but seemed less intent on seeking help. They preferred services delivered by psychologists or psychiatrists. Simulations predicted that, rather than waiting for standard counseling, the Alternative Service segment would prefer immediate access to E-Mental health. The Usual Care and Hesitant segments would wait 6 months for standard counseling. CONCLUSIONS E-Mental Health options could engage students who may not wait for standard services.
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Affiliation(s)
- Charles E Cunningham
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
- b Hamilton Health Sciences Corporation , Hamilton , Ontario , Canada
| | - Robert B Zipursky
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
- c Mental Health and Addiction Program, St. Joseph's Healthcare Hamilton , Hamilton , Ontario , Canada
| | - Bruce K Christensen
- d Research School of Psychology , The Australian National University , Canberra , Australia
| | - Peter J Bieling
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
- c Mental Health and Addiction Program, St. Joseph's Healthcare Hamilton , Hamilton , Ontario , Canada
| | | | - Heather Rimas
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
| | - Stephanie Mielko
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
| | - Fiona Wilson
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
- c Mental Health and Addiction Program, St. Joseph's Healthcare Hamilton , Hamilton , Ontario , Canada
| | - Ivana Furimsky
- c Mental Health and Addiction Program, St. Joseph's Healthcare Hamilton , Hamilton , Ontario , Canada
| | - Lisa Jeffs
- f Youth Wellness Centre, St. Joseph's Healthcare Hamilton , Hamilton , Ontario , Canada
| | - Catharine Munn
- a Department of Psychiatry and Behavioural Neurosciences , McMaster University , Hamilton , Ontario , Canada
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Iorfino F, Davenport TA, Ospina-Pinillos L, Hermens DF, Cross S, Burns J, Hickie IB. Using New and Emerging Technologies to Identify and Respond to Suicidality Among Help-Seeking Young People: A Cross-Sectional Study. J Med Internet Res 2017; 19:e247. [PMID: 28701290 PMCID: PMC5529742 DOI: 10.2196/jmir.7897] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2017] [Revised: 05/26/2017] [Accepted: 05/26/2017] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Suicidal thoughts are common among young people presenting to face-to-face and online mental health services. The early detection and rapid response to these suicidal thoughts and other suicidal behaviors is a priority for suicide prevention and early intervention efforts internationally. Establishing how best to use new and emerging technologies to facilitate person-centered systematic assessment and early intervention for suicidality is crucial to these efforts. OBJECTIVE The aim of this study was to examine the use of a suicidality escalation protocol to respond to suicidality among help-seeking young people. METHODS A total of 232 young people in the age range of 16-25 years were recruited from either a primary mental health care service or online in the community. Each young person used the Synergy Online System and completed an initial clinical assessment online before their face-to-face or online clinical appointment. A suicidality escalation protocol was used to identify and respond to current and previous suicidal thoughts and behaviors. RESULTS A total of 153 young people (66%, 153/232) reported some degree of suicidality and were provided with a real-time alert online. Further levels of escalation (email or phone contact and clinical review) were initiated for the 35 young people (15%, 35/232) reporting high suicidality. Higher levels of psychological distress (P<.001) and a current alcohol or substance use problem (P=.02) predicted any level of suicidality compared with no suicidality. Furthermore, predictors of high suicidality compared with low suicidality were higher levels of psychological distress (P=.01), psychosis-like symptoms in the last 12 months (P=.01), a previous mental health problem (P=.01), and a history of suicide planning or attempts (P=.001). CONCLUSIONS This study demonstrates the use of new and emerging technologies to facilitate the systematic assessment and detection of help-seeking young people presenting with suicidality. This protocol empowered the young person by suggesting pathways to care that were based on their current needs. The protocol also enabled an appropriate and timely response from service providers for young people reporting high suicidality that was associated with additional comorbid issues, including psychosis-like symptoms, and a history of suicide plans and attempts.
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Affiliation(s)
- Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | | | | | - Daniel F Hermens
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Shane Cross
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Jane Burns
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
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25
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Robillard JM. Who is to blame? Medical hype in the media. Mov Disord 2017; 32:1345-1347. [PMID: 28370363 DOI: 10.1002/mds.26998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 03/05/2017] [Indexed: 12/29/2022] Open
Affiliation(s)
- Julie M Robillard
- National Core for Neuroethics, Djavad Mowafaghian Centre for Brain Health, Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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26
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Pedrelli P, Nyer M, Yeung A, Zulauf C, Wilens T. College Students: Mental Health Problems and Treatment Considerations. ACADEMIC PSYCHIATRY : THE JOURNAL OF THE AMERICAN ASSOCIATION OF DIRECTORS OF PSYCHIATRIC RESIDENCY TRAINING AND THE ASSOCIATION FOR ACADEMIC PSYCHIATRY 2015; 39:503-11. [PMID: 25142250 PMCID: PMC4527955 DOI: 10.1007/s40596-014-0205-9] [Citation(s) in RCA: 378] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Accepted: 07/08/2014] [Indexed: 05/03/2023]
Abstract
Attending college can be a stressful time for many students. In addition to coping with academic pressure, some students have to deal with the stressful tasks of separation and individuation from their family of origin while some may have to attend to numerous work and family responsibilities. In this context, many college students experience the first onset of mental health and substance use problems or an exacerbation of their symptoms. Given the uniqueness of college students, there is a need to outline critical issues to consider when working with this population. In this commentary, first, the prevalence of psychiatric and substance use problems in college students and the significance of assessing age of onset of current psychopathology are described. Then, the concerning persistent nature of mental health problems among college students and its implications are summarized. Finally, important aspects of treatment to consider when treating college students with mental health problems are outlined, such as the importance of including parents in the treatment, communicating with other providers, and employing of technology to increase adherence. It is concluded that, by becoming familiar with the unique problems characteristic of the developmental stage and environment college students are in, practitioners will be able to better serve them.
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Affiliation(s)
| | - Maren Nyer
- Massachusetts General Hospital, Boston, MA, USA
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27
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Wynaden D, McAllister M, Tohotoa J, Al Omari O, Heslop K, Duggan R, Murray S, Happell B, Byrne L. The silence of mental health issues within university environments: a quantitative study. Arch Psychiatr Nurs 2014; 28:339-44. [PMID: 25439976 DOI: 10.1016/j.apnu.2014.08.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 08/20/2014] [Indexed: 11/15/2022]
Abstract
A descriptive study was used to examine the attitudes and experiences of staff and students towards mental health problems. Staff completed the "Attitude towards mental illness survey", and students who self-identified having a mental health problem completed the "Stigma scale". Using an online collection process, data from 270 staff and 201 students showed that the "silence" surrounding mental health problems permeates the university environment and impacts on help seeking behaviors, the provision of support and on the recovery and wellbeing of affected individuals. Universities must decrease stigma and foster social inclusion to build self-esteem in people who have mental health problems.
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Affiliation(s)
- Dianne Wynaden
- School of Nursing and Midwifery, Curtin University, GPO Box U 1987, Perth, Western Australia, Australia.
| | | | - Jenny Tohotoa
- School of Nursing and Midwifery, Curtin University, GPO Box U 1987, Perth, Western Australia, Australia.
| | - Omar Al Omari
- School of Nursing and Midwifery, Jerash University, Jordan, Jerash, Amman, Jerash, Jordan.
| | - Karen Heslop
- School of Nursing and Midwifery, Curtin University, GPO Box U 1987, Perth, Western Australia, Australia.
| | - Ravani Duggan
- School of Nursing and Midwifery, Curtin University, GPO Box U 1987, Perth, Western Australia, Australia.
| | - Sean Murray
- Curtin University, GPO Box U 1987, Perth, Western Australia, Australia.
| | - Brenda Happell
- Central Queensland University Rockhampton, North Rockhampton, Queensland, Australia.
| | - Louise Byrne
- School of Nursing and Midwifery, Central Queensland University Rockhampton, North Rockhampton, Queensland, Australia.
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28
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Kocalevent RD, Finck C, Jimenez-Leal W, Sautier L, Hinz A. Standardization of the Colombian version of the PHQ-4 in the general population. BMC Psychiatry 2014; 14:205. [PMID: 25037706 PMCID: PMC4223637 DOI: 10.1186/1471-244x-14-205] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Accepted: 07/11/2014] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND The PHQ-4 is a widely used open access screening instrument for depression and anxiety in different health care and community settings; however, empirical evidence of its psychometric quality in Colombia is lacking. The objectives of the current study were to generate normative data and to further investigate the construct validity and factorial structure of the PHQ-4 in the general population. METHODS A nationally representative face-to-face household survey was conducted in Colombia in 2012 (n = 1,500). The item characteristics of the PHQ-4 items, including the inter-item correlations and inter-subscale correlations, were investigated. To measure the scale's reliability, the internal consistency (Cronbach's α) was assessed. For factorial validity, the factor structure of the PHQ-4 was examined with confirmatory factor analysis (CFA). RESULTS The Cronbach's alpha coefficient for the PHQ-4 was 0.84. The confirmatory factor analysis supported a two-factor model, which was structurally invariant between different age and gender groups. Normative data for the PHQ-4 were generated for both genders and different age levels. Women had significantly higher mean scores compared with men [1.4 (SD: 2.1) vs. 1.1 (SD: 1.9), respectively]. The results supported the discriminant validity of the PHQ-4. CONCLUSIONS The normative data provide a framework for the interpretation and comparisons of the PHQ-4 with other populations in Colombia. The evidence supports the reliability and validity of the two-factor PHQ-4 as a measure of anxiety and depression in the general Colombian population.
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Affiliation(s)
- Rüya-Daniela Kocalevent
- Institute and Policlinic for Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Carolyn Finck
- Department of Psychology, Universidad de Los Andes, Bogotá, Colombia
| | | | - Leon Sautier
- Institute and Policlinic for Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andreas Hinz
- Department of Medical Psychology and Medical Sociology, University of Leipzig, Ph,-Rosenthal-Str, 55, 04103 Leipzig, Germany.
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29
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Williams A, LaRocca R, Chang T, Trinh NH, Fava M, Kvedar J, Yeung A. Web-based depression screening and psychiatric consultation for college students: a feasibility and acceptability study. Int J Telemed Appl 2014; 2014:580786. [PMID: 24799895 PMCID: PMC3985397 DOI: 10.1155/2014/580786] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2013] [Revised: 12/25/2013] [Accepted: 02/23/2014] [Indexed: 12/15/2022] Open
Abstract
Background. A steady rise in the prevalence of depression among college students has negatively affected student quality of life. This study investigates the feasibility and acceptability of a Web-based model, including Skype, to screen and provide psychiatric consultation to depressed college students. Methods. Students completed the 9-item Patient Health Questionnaire (PHQ-9) online; those who screened positive (PHQ-9 ≥ 10) or endorsed any level of suicidal ideation were offered Web-based psychiatric consultation using Skype. After the consultation, students filled out a 7-item satisfaction questionnaire to report on the acceptability of this Web-based method. Results. A total of 972 students consented to the online depression screening and 285 screened positive. Of those, 69 students consented and 17 students successfully completed the psychiatric consultation via Skype. Thirteen (76.4%) students found the interview useful in helping them understand their depression. Fifteen (88.2%) students thought that psychologists and psychiatrists could successfully see patients via videoconferencing. Conclusions. Current online technologies can provide depression screening and psychiatric consultation to college students; those who participated reported a positive experience. Future studies will need to address the low levels of participation among college students and attract students who are underserved, as well as use a videoconferencing platform that adequately protects data confidentiality.
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Affiliation(s)
- Aya Williams
- Massachusetts General Hospital Depression Clinical and Research Program, One Bowdoin Square 6th floor, Boston, MA 02114, USA
| | - Rachel LaRocca
- Massachusetts General Hospital Depression Clinical and Research Program, One Bowdoin Square 6th floor, Boston, MA 02114, USA
| | - Trina Chang
- Massachusetts General Hospital Depression Clinical and Research Program, One Bowdoin Square 6th floor, Boston, MA 02114, USA
| | - Nhi-Ha Trinh
- Massachusetts General Hospital Depression Clinical and Research Program, One Bowdoin Square 6th floor, Boston, MA 02114, USA
| | - Maurizio Fava
- Massachusetts General Hospital Depression Clinical and Research Program, One Bowdoin Square 6th floor, Boston, MA 02114, USA
| | - Joseph Kvedar
- Massachusetts General Hospital Center for Connected Health, 25 New Chardon Street, Suite 300, Boston, MA 02114, USA
| | - Albert Yeung
- Massachusetts General Hospital Depression Clinical and Research Program, One Bowdoin Square 6th floor, Boston, MA 02114, USA
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30
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Kauer SD, Mangan C, Sanci L. Do online mental health services improve help-seeking for young people? A systematic review. J Med Internet Res 2014; 16:e66. [PMID: 24594922 PMCID: PMC3961801 DOI: 10.2196/jmir.3103] [Citation(s) in RCA: 150] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 01/09/2014] [Accepted: 01/12/2014] [Indexed: 12/20/2022] Open
Abstract
Background Young people regularly use online services to seek help and look for information about mental health problems. Yet little is known about the effects that online services have on mental health and whether these services facilitate help-seeking in young people. Objective This systematic review investigates the effectiveness of online services in facilitating mental health help-seeking in young people. Methods Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, literature searches were conducted in PubMed, PsycINFO, and the Cochrane library. Out of 608 publications identified, 18 studies fulfilled the inclusion criteria of investigating online mental health services and help-seeking in young people aged 14-25 years. Results Two qualitative, 12 cross-sectional, one quasi-experimental, and three randomized controlled trials (RCTs) were reviewed. There was no change in help-seeking behavior found in the RCTs, while the quasi-experimental study found a slight but significant increase in help-seeking. The cross-sectional studies reported that online services facilitated seeking help from a professional source for an average of 35% of users. The majority of the studies included small sample sizes and a high proportion of young women. Help-seeking was often a secondary outcome, with only 22% (4/18) of studies using adequate measures of help-seeking. The majority of studies identified in this review were of low quality and likely to be biased. Across all studies, young people regularly used and were generally satisfied with online mental health resources. Facilitators and barriers to help-seeking were also identified. Conclusions Few studies examine the effects of online services on mental health help-seeking. Further research is needed to determine whether online mental health services effectively facilitate help-seeking for young people.
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Affiliation(s)
- Sylvia Deidre Kauer
- Department of General Practice, University of Melbourne, Carlton, Australia.
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31
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Kocalevent RD, Hinz A, Brähler E. Standardization of the depression screener patient health questionnaire (PHQ-9) in the general population. Gen Hosp Psychiatry 2013; 35:551-5. [PMID: 23664569 DOI: 10.1016/j.genhosppsych.2013.04.006] [Citation(s) in RCA: 412] [Impact Index Per Article: 37.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2013] [Revised: 04/03/2013] [Accepted: 04/03/2013] [Indexed: 11/30/2022]
Abstract
BACKGROUND The nine-item depression module from the Patient Health Questionnaire (PHQ-9) is widely used as an open access screening instrument for depression in different health care and community settings; thus far, normative data from the general population are still scarce. The objectives of the study were to generate normative data and to further investigate the construct validity and factor structure of the PHQ-9 in the general population. METHODS Nationally representative face-to face household surveys were conducted in Germany between 2003 and 2008 (n=5018). The survey questionnaires included the PHQ-9, the Satisfaction with Life Scale, the 12-item Short Form Health Survey (SF-12) for the measurement of health-related quality of life and demographic characteristics. RESULTS Normative data for the PHQ-9 were generated for both genders (53.6% female) and different age levels [mean age (S.D.) of 48.9 (18.1) years]. Women had significantly higher mean (S.D.) scores compared with men [3.1 (3.5) vs. 2.7 (3.5)]. A prevalence rate of moderate to high severity of depressive symptoms of 5.6% was identified. Intercorrelations with depression were highest for the Mental Component Scale of the SF-12, followed by the Physical Component Scale of health-related quality of life, and life satisfaction. Results supported a one-factor model of depression. CONCLUSIONS The normative data provide a framework for the interpretation and comparisons of depression with other populations. Evidence supports reliability and validity of the unidimensional PHQ-9 as a measure of depression in the general population.
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Affiliation(s)
- Rüya-Daniela Kocalevent
- Institute and Policlinic for Medical Psychology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, W26, 20246 Hamburg, Germany.
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32
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Downs A, Boucher LA, Campbell DG, Dasse M. Development and initial validation of the Symptoms and Assets Screening Scale. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2013; 61:164-174. [PMID: 25158014 DOI: 10.1080/07448481.2013.773902] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
OBJECTIVE To develop and test a screening measure of mental health symptoms and well-being in college students, the Symptoms and Assets Screening Scale (SASS). PARTICIPANTS Participants were 758 college students at 2 universities in the Northwest sampled between October 2009 and April 2011. METHODS Participants completed the SASS, as well as measures of depressive symptoms, anxiety symptoms, substance problems, and eating problems in 1 session. A subset of participants (n = 259) completed the SASS 1 to 2 weeks later to allow an examination of test-retest stability. RESULTS The SASS demonstrated good reliability and validity and appears to assess similar constructs as well-established measures in college students. Fifty-nine percent of the sample reported having problems with their thoughts, behaviors, or emotions, whereas only 9.7% reported currently receiving treatment. CONCLUSIONS The SASS is a brief instrument that has the potential to effectively screen for the most prevalent mental health problems in college students.
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Affiliation(s)
- Andrew Downs
- a Department of Psychology , University of Portland , Portland , Oregon
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