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      An Online Intervention for Co-Occurring Depression and Problematic Alcohol Use in Young People: Primary Outcomes From a Randomized Controlled Trial

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          Abstract

          Background

          Depression and problematic alcohol use represent two of the major causes of disease burden in young adults. These conditions frequently co-occur and this is associated with increased harm and poorer outcomes than either disorder in isolation. Integrated treatments have been shown to be effective; however, there remains a significant gap between those in need of treatment and those receiving it. The increased availability of eHealth programs presents a unique opportunity to treat these conditions.

          Objective

          This study aimed to evaluate the feasibility and preliminary efficacy of an automated Web-based self-help intervention (DEAL Project) in treating co-occurring depressive symptoms and problematic alcohol use in young people.

          Methods

          Young people (aged 18 to 25 years) with moderate depression symptoms and drinking at hazardous levels (recruited largely via social media) were randomly allocated to the DEAL Project (n=60) or a Web-based attention-control condition (HealthWatch; n=44). The trial consisted of a 4-week intervention phase with follow-up assessment at posttreatment and at 3 and 6 months postbaseline. The primary outcomes were change in depression severity according to the Patient Health Questionnaire-9 as well as quantity and frequency of alcohol use (TOT-AL).

          Results

          The DEAL Project was associated with statistically significant improvement in depression symptom severity (d=0.71) and reductions in alcohol use quantity (d=0.99) and frequency (d=0.76) in the short term compared to the control group. At 6-month follow-up, the improvements in the intervention group were maintained; however, the differences between the intervention and control groups were no longer statistically significant, such that between-group effects were in the small to moderate range at 6 months (depression symptoms: d=0.39; alcohol quantity: d=–0.09; alcohol frequency: d=0.24).

          Conclusions

          Overall, the DEAL Project was associated with more rapid improvement in both depression symptoms and alcohol use outcomes in young people with these co-occurring conditions relative to an attention-control condition. However, long-term outcomes are less clear.

          Trial Registration

          Australian New Zealand Clinical Trials Registry (ANZCTR): ACTRN12613000033741; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=363461 (Archived by WebCite at http://www.webcitation.org/6fpsLEGOy)

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          Most cited references41

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          Longitudinal data analysis for discrete and continuous outcomes.

          Longitudinal data sets are comprised of repeated observations of an outcome and a set of covariates for each of many subjects. One objective of statistical analysis is to describe the marginal expectation of the outcome variable as a function of the covariates while accounting for the correlation among the repeated observations for a given subject. This paper proposes a unifying approach to such analysis for a variety of discrete and continuous outcomes. A class of generalized estimating equations (GEEs) for the regression parameters is proposed. The equations are extensions of those used in quasi-likelihood (Wedderburn, 1974, Biometrika 61, 439-447) methods. The GEEs have solutions which are consistent and asymptotically Gaussian even when the time dependence is misspecified as we often expect. A consistent variance estimate is presented. We illustrate the use of the GEE approach with longitudinal data from a study of the effect of mothers' stress on children's morbidity.
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            Major depressive disorder in older adolescentsPrevalence, risk factors, and clinical implications

            In this article we summarize our current understanding of depression in older (14-18 years old) adolescents based on our program of research (the Oregon Adolescent Depression Project). Specifically, we address the following factors regarding adolescent depression: (a) phenomenology (e.g., occurrence of specific symptoms, gender and age effects, community versus clinic samples); (b) epidemiology (e.g., prevalence, incidence, duration, onset age); (c) comorbidity with other mental and physical disorders; (d) psychosocial characteristics associated with being, becoming, and having been depressed; (e) recommended methods of assessment and screening; and (f) the efficacy of a treatment intervention developed for adolescent depression, the Adolescent Coping With Depression course. We conclude by providing a set of summary statements and recommendations for clinicians.
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              Subthreshold depression in adolescence and mental health outcomes in adulthood.

              There is increasing interest in the extent to which individuals with subthreshold depression face increased risks of subsequent major depression and other disorders. To examine linkages between the extent of depressive symptoms (asymptomatic, subthreshold, major depression) at ages 17 to 18 years and mental health outcomes up to age 25 years in a New Zealand birth cohort. Data were gathered during the Christchurch Health and Development Study, a 25-year longitudinal study of a birth cohort of 1265 New Zealand children (635 males, 630 females). General community sample. The analysis was based on 1006 participants who represented 80% of the original cohort. Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition symptom criteria for major depression and anxiety disorder, treatment-seeking, suicidal ideation, and suicide attempt. There were significant associations (P<.01) between the extent of depression at ages 17 to 18 years and rates of subsequent depressive symptoms, major depression, treatment for depression, anxiety disorder, treatment for anxiety disorder, suicidal ideation, and suicide attempts. After adjustment for covariate factors, the extent of depression at ages 17 to 18 years remained associated with later depression and suicidal tendencies. Planned comparisons showed that sample members with subthreshold depression had a similar prognosis to those meeting criteria for major depression. Findings suggest that sample members with subthreshold depression are a group with elevated risks of later depression and suicidal behaviors. Current diagnostic procedures, which classify people with subthreshold depression into complex discrete groups, might obscure the fact that depressive symptoms are dimensional and range from none to severe.
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                Author and article information

                Contributors
                Journal
                J Med Internet Res
                J. Med. Internet Res
                JMIR
                Journal of Medical Internet Research
                JMIR Publications Inc. (Toronto, Canada )
                1439-4456
                1438-8871
                March 2016
                23 March 2016
                : 18
                : 3
                : e71
                Affiliations
                [1] 1National Health and Medical Research Council Centre for Research Excellence in Mental Health and Substance Use National Drug and Alcohol Research Centre KensingtonAustralia
                [2] 2The University of Newcastle Priority Research Centre for Translational Neuroscience and Mental Health CallaghanAustralia
                Author notes
                Corresponding Author: Mark Deady m.deady@ 123456unsw.edu.au
                Author information
                http://orcid.org/0000-0002-5230-2401
                http://orcid.org/0000-0002-9714-1832
                http://orcid.org/0000-0003-0450-1999
                http://orcid.org/0000-0002-4252-5572
                Article
                v18i3e71
                10.2196/jmir.5178
                4823588
                27009465
                2164a154-5249-43da-a07b-340bd3a88c26
                ©Mark Deady, Katherine L Mills, Maree Teesson, Frances Kay-Lambkin. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 23.03.2016.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.

                History
                : 29 September 2015
                : 29 October 2015
                : 2 December 2015
                : 4 January 2016
                Categories
                Original Paper
                Original Paper

                Medicine
                depression,alcohol use, alcohol abuse, problem drinking,young people at risk populations,internet,intervention online therapy, ehealth,comorbidity

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