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Showing papers by "Helen Christensen published in 2021"


Journal ArticleDOI
TL;DR: In this paper, the authors assessed the psychological and lifestyle impact of the COVID-19 pandemic on Australian adolescents, using an online survey, administered during the outbreak, and found that three quarters of the sample experienced a worsening in mental health, since the pandemic began, with negative impacts reported on learning, friendships and family relationships.
Abstract: There has been significant disruption to the lives and mental health of adolescents during the COVID-19 pandemic. The purpose of this study was to assess the psychological and lifestyle impact of the pandemic on Australian adolescents, using an online survey, administered during the outbreak. Self-report surveys were administered online to a sample of 760 Australian adolescents aged 12-18 years assessing impact on a range of domains including behaviour, education, relationships, lifestyle factors (exercise, technology use, and sleep), and mental health outcomes (psychological distress, loneliness, health anxiety and well-being). Results showed that three quarters of the sample experienced a worsening in mental health, since the pandemic began, with negative impacts reported on learning, friendships and family relationships. There were also high higher levels of sleep disturbance, psychological distress and health anxiety, relative to normative samples. Effects on mental health were worse among those who reported a previous diagnosis of depression and/or anxiety relative to those without no such history. Adolescents are already vulnerable to the onset of mental illness at this developmental stage, and the current research underscores the need to find rapid and accessible ways to support adolescent mental health during times of crisis.

107 citations


Journal ArticleDOI
Toshi A. Furukawa1, Aya M Suganuma1, Edoardo G Ostinelli2, Gerhard Andersson3, Gerhard Andersson4, Christopher G. Beevers5, Jason Shumake5, Thomas Berger6, Florien W. Boele7, Claudia Buntrock8, Per Carlbring9, Isabella Choi10, Helen Christensen11, Andrew Mackinnon11, Jennifer Dahne12, Marcus J.H. Huibers13, David Daniel Ebert14, Louise Farrer15, Nicholas R. Forand16, Daniel R. Strunk17, Iony D. Ezawa17, Erik Forsell3, Viktor Kaldo3, Viktor Kaldo18, Anna C. M. Geraedts, Simon Gilbody19, Elizabeth Littlewood19, Sally Brabyn19, Heather D. Hadjistavropoulos20, Luke H. Schneider21, Robert Johansson9, Robin Maria Francisca Kenter22, Marie Kivi23, Cecilia Björkelund23, Annet Kleiboer13, Heleen Riper13, Jan Philipp Klein24, Johanna Schröder25, Björn Meyer, Steffen Moritz25, Lara Bücker25, Ove Lintvedt, Peter Johansson4, Johan Lundgren4, Jeannette Milgrom26, Alan W. Gemmill26, David C. Mohr27, Jesus Montero-Marin2, Javier García-Campayo28, Stephanie Nobis, Anna Carlotta Zarski8, Kathleen O’Moore11, Alishia D. Williams11, Jill M. Newby11, Sarah Perini29, Rachel Phillips30, Justine Schneider31, Wendy Theresia Maria Pots32, Nicole E. Pugh, Derek Richards33, Isabelle M. Rosso34, Scott L. Rauch34, Lisa Sheeber35, Jessica Smith30, Viola Spek, Victor J M Pop36, Burçin Ünlü, Kim M P van Bastelaar37, Sanne van Luenen38, Nadia Garnefski38, Vivian Kraaij38, Kristofer Vernmark4, Lisanne Warmerdam, Annemieke van Straten13, Pavle Zagorscak39, Christine Knaevelsrud39, Manuel Heinrich39, Clara Miguel13, Andrea Cipriani2, Andrea Cipriani40, Orestis Efthimiou6, Orestis Efthimiou2, Eirini Karyotaki41, Pim Cuijpers13 
TL;DR: In this paper, a systematic review and individual participant data component network meta-analysis (cNMA) of Internet cognitive behavioural therapy (iCBT) trials for depression was conducted, which revealed potentially helpful, less helpful or harmful components and delivery formats for iCBT packages.

80 citations


Journal ArticleDOI
TL;DR: In this paper, the authors provide a comprehensive overview of longitudinal studies examining the relationship between screen time and internalising mental health symptoms and conclude that the impact of increased screen time on the prevalence of mental health problems among young people is likely to be negligible or small.

54 citations


Journal ArticleDOI
TL;DR: Werner-Seidler, Perry, Calear, Newby, and Christensen as mentioned in this paper reviewed the effectiveness of psychological prevention programs delivered in schools, and provided an update to our previous review from five years ago.

44 citations


DOI
04 Nov 2021
TL;DR: In this paper, the relationship between user engagement and outcomes in the context of digital mental health interventions has not been established, however, the authors provide empirical evidence that engagement with DMHIs is associated with therapeutic gains, regardless of intervention type (unguided/guided), diagnostic status, or mental health condition targeted.
Abstract: Digital mental health interventions (DMHIs) present a promising way to address gaps in mental health service provision. However, the relationship between user engagement and outcomes in the context of these interventions has not been established. This study addressed the current state of evidence on the relationship between engagement with DMHIs and mental health outcomes. MEDLINE, PsycINFO, and EmBASE databases were searched from inception to August 1, 2021. Original or secondary analyses of randomized controlled trials (RCTs) were included if they examined the relationship between DMHI engagement and post-intervention outcome(s). Thirty-five studies were eligible for inclusion in the narrative review and 25 studies had sufficient data for meta-analysis. Random-effects meta-analyses indicated that greater engagement was significantly associated with post-intervention mental health improvements, regardless of whether this relationship was explored using correlational [r = 0.24, 95% CI (0.17, 0.32), Z = 6.29, p < 0.001] or between-groups designs [Hedges' g = 0.40, 95% CI (0.097, 0.705), p = 0.010]. This association was also consistent regardless of intervention type (unguided/guided), diagnostic status, or mental health condition targeted. This is the first review providing empirical evidence that engagement with DMHIs is associated with therapeutic gains. Implications and future directions are discussed. Systematic Review Registration: PROSPERO, identifier: CRD 42020184706.

37 citations


Journal ArticleDOI
TL;DR: The Covid-19 pandemic affected Australian school teachers as mentioned in this paper, and teachers have had to face relentless and challenging working conditions, take on new roles and responsibilities, and face new challenges.
Abstract: Objective:Australian school teachers have been affected by the Covid-19 pandemic. Teachers have had to face relentless and challenging working conditions, take on new roles and responsibilities, an...

31 citations


Posted ContentDOI
26 Aug 2021
TL;DR: The results indicate that Australian adolescents commonly reported positive experiences and used active coping strategies during COVID-19, and some young people demonstrated higher levels of resilience and were able to make the most out of an unpredictable situation that severely disrupted their daily routine.
Abstract: Background: Since the COVID-19 outbreak, few studies have investigated the positive psychological consequences on young people. This study examined resilience, positive experiences, and coping strategies reported by Australian adolescents during COVID-19. Methods: Self-report surveys were administered online to a sample of 760 Australian adolescents aged 12-18 years. Quantitative and qualitative methods were used to assess resilience, positive experiences, and coping strategies. Regression analyses were conducted to explore the relationship between resilience and demographics and mental illness history, as well as between resilience and positive experiences. Results: Overall, adolescents were somewhat resilient (M = 20.93, SD = 8.29). They reported positive experiences during COVID-19, including increased empathy, compassion, gratitude, and connection with others, and reported using a range of active coping strategies. Having a mental illness history and identification as female or non-binary gender were associated with lower resilience (Bs > 2.82, ps < .001). Further, resilience was associated with decreased psychological distress (OR = 0.89, p < .001) and with increased positive experiences (ORs > 1.03, ps < .001). Conclusions: Our results indicate that Australian adolescents commonly reported positive experiences and used active coping strategies during COVID-19. Some young people demonstrated higher levels of resilience and were able to make the most out of an unpredictable situation that severely disrupted their daily routine. Resilience-building programs for adolescents may be effective in increasing adaptability after adversity (e.g., climate change, bushfires, pandemics).

19 citations


Journal ArticleDOI
TL;DR: The Literacy of Suicide Scale is a comprehensive measure of suicide literacy that may be used to identify knowledge gaps, inform awareness-raising activities, and assess the effectiveness of interventions to improve suicide literacy.
Abstract: . Background: Until recently, little was known about the public's knowledge of suicide or its association with help-seeking. Aims: In this article we describe the development, validation, a...

18 citations


Journal ArticleDOI
TL;DR: A systematic umbrella review of universally delivered preventive interventions for depression is presented in this article, where the authors identify meta-analyses that investigated the prevention of depression through intervention studies that were universal, in that they were designed to be delivered to entire populations.

14 citations


Journal ArticleDOI
TL;DR: This brief internet-based EFI did not increase the uptake of or adherence to an existing internet- based program for depression and anxiety and was not found to be efficacious over time for symptoms of depression.
Abstract: Background: Psychosocial, self-guided, internet-based programs are effective in treating depression and anxiety. However, the community uptake of these programs is poor. Recent approaches to increasing engagement (defined as both uptake and adherence) in internet-based programs include brief engagement facilitation interventions (EFIs). However, these programs require evaluation to assess their efficacy. Objective: The aims of this hybrid implementation effectiveness trial are to examine the effects of a brief internet-based EFI presented before an internet-based cognitive behavioral therapy self-help program (myCompass 2) in improving engagement (uptake and adherence) with that program (primary aim), assess the relative efficacy of the myCompass 2 program, and determine whether greater engagement was associated with improved efficacy (greater reduction in depression or anxiety symptoms) relative to the control (secondary aim). Methods: A 3-arm randomized controlled trial (N=849; recruited via social media) assessed the independent efficacy of the EFI and myCompass 2. The myCompass 2 program was delivered with or without the EFI; both conditions were compared with an attention control condition. The EFI comprised brief (5 minutes), tailored audio-visual content on a series of click-through linear webpages. Results: Uptake was high in all groups; 82.8% (703/849) of participants clicked through the intervention following the pretest survey. However, the difference in uptake between the EFI + myCompass 2 condition (234/280, 83.6%) and the myCompass 2 alone condition (222/285, 77.9%) was not significant (n=565; χ21=29.2; P=.09). In addition, there was no significant difference in the proportion of participants who started any number of modules (1-14 modules) versus those who started none between the EFI + myCompass 2 (214/565, 37.9%) and the myCompass 2 alone (210/565, 37.2%) conditions (n=565; χ21P=.87). Finally, there was no significant difference between the EFI + myCompass 2 and the myCompass 2 alone conditions in the number of modules started (U=39366.50; z=−0.32; P=.75) or completed (U=39494.0; z=−0.29; P=.77). The myCompass 2 program was not found to be efficacious over time for symptoms of depression (F4,349.97=1.16; P=.33) or anxiety (F4,445.99=0.12; P=.98). However, planned contrasts suggested that myCompass 2 may have been effective for participants with elevated generalized anxiety disorder symptoms (F4,332.80=3.50; P=.01). Conclusions: This brief internet-based EFI did not increase the uptake of or adherence to an existing internet-based program for depression and anxiety. Individuals’ motivation to initiate and complete internet-based self-guided interventions is complex and remains a significant challenge for self-guided interventions. Clinical Trial: Australian New Zealand Clinical Trials Registry ACTRN12618001565235; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=375839

13 citations


Journal ArticleDOI
12 Jun 2021
TL;DR: Refinements are needed to improve its effectiveness on other mental health outcomes and to increase student uptake and engagement, and low motivation, time, forgetfulness, and lack of perceived need were barriers to use.
Abstract: Background Secondary schools have attempted to address gaps in help-seeking for mental health problems with little success. This trial evaluated the effectiveness of a universal web-based service (Smooth Sailing) for improving help-seeking intentions for mental health problems and other related outcomes among students. Methods A cluster randomised controlled trial was conducted to evaluate the 12-week outcomes of the Smooth Sailing service among 1841 students from 22 secondary schools in New South Wales, Australia. Assignment was conducted at the school level. The control condition received school-as-usual. The primary outcome was help-seeking intentions for general mental health problems at 12-weeks post-baseline. Secondary outcomes included help-seeking behaviour, anxiety and depressive symptoms, psychological distress, psychological barriers to help-seeking, and mental health literacy. Data were analysed using mixed linear models. This trial was registered with the Australian and New Zealand Clinical Trials Registry (ACTRN12618001539224). Findings At 12-weeks post-baseline, there was a marginal statistical difference in the relative means of help-seeking intentions (effect size=0•10, 95%CI: -0•02-0•21) that favoured the intervention condition. Help-seeking from adults declined in both conditions. There was a greater reduction in the number of students who "needed support for their mental health but were not seeking help" in the intervention condition (OR: 2•08, 95%CI: 1•72-2.27, P<•0001). No other universal effects were found. Participants found the service easy to use and understand; However, low motivation, time, forgetfulness, and lack of perceived need were barriers to use. Interpretation Smooth Sailing led to small improvements in help-seeking intentions. Refinements are needed to improve its effectiveness on other mental health outcomes and to increase student uptake and engagement. Funding HSBC and Graf Foundation.


Journal ArticleDOI
TL;DR: In this article, the authors explore the cross-sectional relationship between depression and anxiety (individually and comorbidly) on workplace performance and sickness absence and find that those with depression alone tended to have poorer outcomes than the anxiety only group, when sample prevalence rates were considered, the impact on presenteeism was comparable.
Abstract: BACKGROUND Anxiety and depression account for considerable cost to organizations, driven by both presenteeism (reduced performance due to attending work while ill) and absenteeism. Most research has focused on the impact of depression, with less attention given to anxiety and comorbid presentations. AIMS To explore the cross-sectional relationship between depression and anxiety (individually and comorbidly) on workplace performance and sickness absence. METHODS As part of a larger study to evaluate a mental health app, 4953 working Australians were recruited. Participants completed in-app assessment including demographic questions, the Patient Health Questionnaire-9, two-item Generalized Anxiety Disorder and questions from the World Health Organization Health and Work Performance Questionnaire. Cut-off scores were used to establish probable cases of depression alone, anxiety alone and comorbidity. RESULTS Of the total sample, 7% met cut-off for depression only, 13% anxiety only, while 16% were comorbid. Those with comorbidity reported greater symptom severity, poorer work performance and more sickness absence compared to all other groups. Presenteeism and absenteeism were significantly worse in those with depression only and anxiety only compared to those with non-clinical symptom levels. Although those with depression alone tended to have poorer outcomes than the anxiety-only group, when sample prevalence rates were considered, the impact on presenteeism was comparable. CONCLUSIONS Workplace functioning is heavily impacted by depression and anxiety both independently and where they co-occur. While comorbidity and more severe depression presentations stand out as impairing, workplace interventions should also prioritize targeting of anxiety disorders (and associated presenteeism) given their high population prevalence.

Journal ArticleDOI
TL;DR: Implementing web-based mental health screening in general practices can provide important opportunities for GPs to improve the identification of symptoms of mental illness and increase patient access to digital mental health interventions.
Abstract: Background: Digital mental health interventions stand to play a critical role in managing the mental health impact of the COVID-19 pandemic. Thus, enhancing their uptake is a key priority. General practitioners (GPs) are well positioned to facilitate access to digital interventions, but tools that assist GPs in identifying suitable patients are lacking. Objective: This study aims to evaluate the suitability of a web-based mental health screening and treatment recommendation tool (StepCare) for improving the identification of anxiety and depression in general practice and, subsequently, uptake of digital mental health interventions. Methods: StepCare screens patients for symptoms of depression (9-item Patient Health Questionnaire) and anxiety (7-item Generalized Anxiety Disorder scale) in the GP waiting room. It provides GPs with stepped treatment recommendations that include digital mental health interventions for patients with mild to moderate symptoms. Patients (N=5138) from 85 general practices across Australia were invited to participate in screening. Results: Screening identified depressive or anxious symptoms in 43.09% (1428/3314) of patients (one-quarter were previously unidentified or untreated). The majority (300/335, 89.6%) of previously unidentified or untreated patients had mild to moderate symptoms and were candidates for digital mental health interventions. Although less than half were prescribed a digital intervention by their GP, when a digital intervention was prescribed, more than two-thirds of patients reported using it. Conclusions: Implementing web-based mental health screening in general practices can provide important opportunities for GPs to improve the identification of symptoms of mental illness and increase patient access to digital mental health interventions. Although GPs prescribed digital interventions less frequently than in-person psychotherapy or medication, the promising rates of uptake by GP-referred patients suggest that GPs can play a critical role in championing digital interventions and maximizing the associated benefits. Trial Registration:

Journal ArticleDOI
19 May 2021-PLOS ONE
TL;DR: The authors investigated the associations between linguistic features in individuals' blog data and their symptoms of depression, generalised anxiety, and suicidal ideation, and found that linguistic features observed at the group level may not generalise to, or be useful for, detecting individual symptom change over time.
Abstract: Data generated within social media platforms may present a new way to identify individuals who are experiencing mental illness. This study aimed to investigate the associations between linguistic features in individuals’ blog data and their symptoms of depression, generalised anxiety, and suicidal ideation. Individuals who blogged were invited to participate in a longitudinal study in which they completed fortnightly symptom scales for depression and anxiety (PHQ-9, GAD-7) for a period of 36 weeks. Blog data published in the same period was also collected, and linguistic features were analysed using the LIWC tool. Bivariate and multivariate analyses were performed to investigate the correlations between the linguistic features and symptoms between subjects. Multivariate regression models were used to predict longitudinal changes in symptoms within subjects. A total of 153 participants consented to the study. The final sample consisted of the 38 participants who completed the required number of symptom scales and generated blog data during the study period. Between-subject analysis revealed that the linguistic features “tentativeness” and “non-fluencies” were significantly correlated with symptoms of depression and anxiety, but not suicidal thoughts. Within-subject analysis showed no robust correlations between linguistic features and changes in symptoms. The findings may provide evidence of a relationship between some linguistic features in social media data and mental health; however, the study was limited by missing data and other important considerations. The findings also suggest that linguistic features observed at the group level may not generalise to, or be useful for, detecting individual symptom change over time.

Journal ArticleDOI
TL;DR: The Leaders in Prevention Summit as discussed by the authors brought together a diverse range of stakeholders to identify shared opportunities and priorities for research and implementation of mental and substance use disorders, and identified priorities include to better understand and target risk and protective factors, share leadership and promote co-design/co-production with key stakeholders, improve coordination of data collection and management.

Journal ArticleDOI
TL;DR: The digital depression prevention program was perceived as suitable for use within different schools in Australia, although certain factors need to be considered to enable effective implementation.
Abstract: Background: Digital prevention programs that are delivered in a school environment can inoculate young people against depression. However, little is known about the school-based factors that help and hinder the implementation of these programs. Staff members are integral for supporting mental health programs in schools and are likely to have a wealth of expertise and knowledge about the factors that affect implementation. Objective: The primary objective of this study was to explore the barriers and facilitators to implementing a digital depression prevention program in Australian secondary schools with teachers, counselors, and principals. The secondary objective was to explore variations in these factors across different school contexts, including the school type (government or nongovernment), location (capital city, regional/or rural areas), and socioeconomic status (SES) (low, medium, high). Methods: This quantitative cross-sectional survey study assessed the barriers and facilitators to implementing a hypothetical digital prevention program in Australian schools. The survey was taken by 97 teachers (average age 38.3 years), 93 counselors (average age 39.5 years), and 11 principals (average age 50.9 years) across Australia between November 2017 and July 2018. Results: A range of barriers and facilitators relating to logistics and resources, staff support, and program factors were endorsed by the surveyed staff. Consistent with prior research, common barriers included a lack of time and resources (ie, staff and rooms). These barriers were particularly evident in government, rural/regional, and low socioeconomic schools. Other barriers were specific to digital delivery, including privacy issues and a lack of clarity around staff roles and responsibilities. Facilitators included upskilling staff through training, embedding the program into the curriculum, and other program factors including universal delivery, screening of students’ mental health, and clear referral pathways. Knowledge about the program efficacy was also perceived as important by a large proportion of the respondents. Conclusions: The digital depression prevention program was perceived as suitable for use within different schools in Australia, although certain factors need to be considered to enable effective implementation. Logistics and resources, support, and program factors were identified as particularly important for school-based implementation. To maximize the effectiveness in delivering digital programs, implementation may need to be tailored to the staff roles and school types.

Journal ArticleDOI
01 Jan 2021-BMJ Open
TL;DR: In this paper, the authors present a process evaluation embedded in a cluster randomised trial of a digital depression prevention intervention delivered to secondary school students (the Future Proofing Study) to provide insight into how interventions are delivered across varying contexts and why interventions work in some contexts and not in others.
Abstract: Introduction Process evaluations provide insight into how interventions are delivered across varying contexts and why interventions work in some contexts and not in others. This manuscript outlines the protocol for a process evaluation embedded in a cluster randomised trial of a digital depression prevention intervention delivered to secondary school students (the Future Proofing Study). The purpose is to describe the methods that will be used to capture process evaluation data within this trial. Methods and analysis Using a hybrid type 1 design, a mixed-methods approach will be used with data collected in the intervention arm of the Future Proofing Study. Data collection methods will include semistructured interviews with school staff and study facilitators, automatically collected intervention usage data and participant questionnaires (completed by school staff, school counsellors, study facilitators and students). Information will be collected about: (1) how the intervention was implemented in schools, including fidelity; (2) school contextual factors and their association with intervention reach, uptake and acceptability; (3) how school staff, study facilitators and students responded to delivering or completing the intervention. How these factors relate to trial effectiveness outcomes will also be assessed. Overall synthesis of the data will provide school cluster-level and individual-level process outcomes. Ethics and dissemination Ethics approval was obtained from the University of New South Wales (NSW) Human Research Ethics Committee (HC180836; 21st January 2019) and the NSW Government State Education Research Applications Process (SERAP 2019201; 19th August 2019). Results will be submitted for publication in peer-reviewed journals and discussed at conferences. Our process evaluation will contextualise the trial findings with respect to how the intervention may have worked in some schools but not in others. This evaluation will inform the development of a model for rolling out digital interventions for the prevention of mental illness in schools. Trial registration number ANZCTRN12619000855123; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=377664&isReview=true.

Journal ArticleDOI
TL;DR: Community engagement practitioners design, deliver, report and evaluate processes which invite the community to influence decision-making as discussed by the authors, a unique role, with practitioners serving two master-consumers.
Abstract: Community engagement practitioners design, deliver, report and evaluate processes which invite the community to influence decision-making. It is a unique role, with practitioners serving two master...

Journal ArticleDOI
TL;DR: In this article, the authors tested the full IPTS model in a non-clinical community-based sample of adolescents and found that perceived burdensomeness and thwarted belongingness, and their interaction, were significantly associated with suicide risk in adolescents.

Journal ArticleDOI
TL;DR: Gauging expectations of similarities and differences in usage behaviors of an eMH tool across evaluation and naturalistic contexts suggested that external validity concerns of RCT designs may arise with regards to the predicted magnitude of eMH program use rather than overall usage styles.
Abstract: Background: Randomized controlled trials (RCTs) with vigorous study designs are vital for determining the efficacy of treatments. Despite the high internal validity attributed to RCTs, external validity concerns limit the generalizability of results to the general population. Bias can be introduced, for example, when study participants who self-select into a trial are more motivated to comply with study conditions than are other individuals. These external validity considerations extend to e-mental health (eMH) research, especially when eMH tools are designed for public access and provide minimal or no supervision. Objective: Clustering techniques were employed to identify engagement profiles of RCT participants and community users of a self-guided eMH program. This exploratory approach inspected actual, not theorized, RCT participant and community user engagement patterns. Both samples had access to the eMH program over the same time period and received identical usage recommendations on the eMH program website. The aim of this study is to help gauge expectations of similarities and differences in usage behaviors of an eMH tool across evaluation and naturalistic contexts. Methods: Australian adults signed up to myCompass, a self-guided online treatment program created to reduce mild to moderate symptoms of negative emotions. They did so either by being part of an RCT onboarding (160/231, 69.6% female) or by accessing the program freely on the internet (5563/8391, 66.30% female) between October 2011 and October 2012. During registration, RCT participants and community users provided basic demographic information. Usage metrics (number of logins, trackings, and learning activities) were recorded by the system. Results: Samples at sign-up differed significantly in age (P=.003), with community users being on average 3 years older (mean 41.78, SD 13.64) than RCT participants (mean 38.79, SD 10.73). Furthermore, frequency of program use was higher for RCT participants on all usage metrics compared to community users through the first 49 days after registration (all P values <.001). Two-step cluster analyses revealed 3 user groups in the RCT sample (Nonstarters, 10-Timers, and 30+-Timers) and 2 user groups in the community samples (2-Timers and 20-Timers). Groups seemed comparable in patterns of use but differed in magnitude, with RCT participant usage groups showing more frequent engagement than community usage groups. Only the high-usage group among RCT participants approached myCompass usage recommendations. Conclusions: Findings suggested that external validity concerns of RCT designs may arise with regards to the predicted magnitude of eMH program use rather than overall usage styles. Following up RCT nonstarters may help provide unique insights into why individuals choose not to engage with an eMH program despite generally being willing to participate in an eMH evaluation study. Overestimating frequency of engagement with eMH tools may have theoretical implications and potentially impact economic considerations for plans to disseminate these tools to the general public.

Journal ArticleDOI
15 Apr 2021-BMJ Open
TL;DR: In this article, the authors describe the design of a randomised controlled trial that will evaluate the effectiveness of an eHealth program, which addresses cumulative effects of key fall-risk factors across the triad of physical, affective and cognitive functions on falls in older people.
Abstract: Introduction Falls have a multifactorial aetiology, which may limit the effectiveness of the common approach of exercise as the sole intervention strategy. Multifactorial interventions could be more effective in people at high risk of falling; however, the focus of such interventions has traditionally been quite narrow. This paper describes the design of a randomised controlled trial that will evaluate the effectiveness of an eHealth programme, which addresses cumulative effects of key fall-risk factors across the triad of physical, affective and cognitive functions on falls in older people. Methods and analysis 518 older people aged 65 years and over with high fall risk, defined as having a history of falls in the past 6 months, self-reported fear of falling or being aged 80 years or over, will be recruited via local advertisements, newsletters and presentations, and randomised to an intervention or health education control group. The intervention comprises balance exercise, cognitive-motor exercise and cognitive-behavioural therapy, with their dosage based on participant's baseline balance, executive function and mood. The primary outcome is the rate of falls in the 12 months after randomisation. Secondary outcomes at 6 and 12 months comprise programme adherence, healthcare use, physical activity, balance and mobility, cognitive function, psychological well-being, quality of life, health literacy and user experience and attitudes towards the programme. Data will be analysed following intention to treat to gauge real-world effectiveness. We will further determine complier averaged causal effects to correct for varying adherence and conduct economic analyses to gain insight into cost-effectiveness and cost-utility. Ethics and dissemination Ethical approval was obtained from the University of New South Wales (UNSW) Human Research Ethics Committee in December 2017. Outcomes will be disseminated via peer-reviewed articles, conference presentations, community events and media releases. Trial registration number ACTRN12619000540112.

Journal ArticleDOI
TL;DR: In this paper, the authors examined the extent to which common completeness and positional spatial errors are present in suicide data due to the underlying geocoding process and found that suicide incidents that occur at nonresidential addresses are being erroneously geocoded to centralized fall-back locations in auto-geocoding processes, which can lead to misidentification of suicide clusters.
Abstract: BACKGROUND There is increasing interest in the spatial analysis of suicide data to identify high-risk (often public) locations likely to benefit from access restriction measures. The identification of such locations, however, relies on accurately geocoded data. This study aims to examine the extent to which common completeness and positional spatial errors are present in suicide data due to the underlying geocoding process. METHODS Using Australian suicide mortality data from the National Coronial Information System for the period of 2008-2017, we compared the custodian automated geocoding process to an alternate multiphase process. Descriptive and kernel density cluster analyses were conducted to ascertain data completeness (address matching rates) and positional accuracy (distance revised) differences between the two datasets. RESULTS The alternate geocoding process initially improved address matching from 67.8% in the custodian dataset to 78.4%. Additional manual identification of nonaddress features (such as cliffs or bridges) improved overall match rates to 94.6%. Nearly half (49.2%) of nonresidential suicide locations were revised more than 1,000 m from data custodian coordinates. Spatial misattribution rates were greatest at the smallest levels of geography. Kernel density maps showed clear misidentification of hotspots relying solely on autogeocoded data. CONCLUSION Suicide incidents that occur at nonresidential addresses are being erroneously geocoded to centralized fall-back locations in autogeocoding processes, which can lead to misidentification of suicide clusters. Our findings provide insights toward defining the nature of the problem and refining geocoding processes, so that suicide data can be used reliably for the detection of suicide hotspots. See video abstract at, http://links.lww.com/EDE/B862.

Journal ArticleDOI
TL;DR: In this paper, the feasibility and acceptability of a tailored online mental health training program and the potential effectiveness of the program to alter the confidence and behaviours of physician supervisors were evaluated.
Abstract: BACKGROUND Physician trainees have elevated rates of psychological distress, mental disorders and suicide. Physician supervisors can support the mental health needs of trainees. AIMS To test the feasibility and acceptability of a tailored online mental health training programme and to ascertain the potential effectiveness of the programme to alter the confidence and behaviours of physician supervisors. METHODS Thirty Australian hospital-based physicians who were supervising physician trainees participated in this quasi-experimental pre-post pilot study. All received the intervention that comprised 12 5-min modules to complete over a 3-week period. Baseline and post-intervention data were collected. The primary outcome evaluated participants' confidence to respond to trainees experiencing mental ill-health and promote a mentally healthy workplace. Secondary outcomes evaluated change in self-reported behaviour, mental health knowledge and stigmatising attitudes. Differences in mean scale scores for each outcome measure from baseline and post-intervention were compared using paired sample t-tests. RESULTS Thirty physicians completed the baseline assessment and 23 (76.7%) completed all programme modules. Most participants found the programme engaging, interesting and useful. Post-intervention data, available for 25 (83.3%) participants, showed a significant increase in participants' knowledge of their role in supporting trainees under their supervision (P = 0.002), confidence to initiate conversations about mental health with staff (P < 0.001), and application of preventive and responsive supervisory behaviours to support the mental health needs of those they supervise (P < 0.001). CONCLUSIONS This online mental health training programme for physician supervisors was feasible and associated with improved confidence and behaviour to support the mental health needs of trainees they supervised.

Journal ArticleDOI
TL;DR: In this article, the authors examined whether a self-guided e-mental health program tailored to the needs of people with intellectual disability can reduce symptoms of anxiety and depression and improve daily functioning in people with borderline-to-mild ID.
Abstract: People with intellectual disability (ID) experience higher rates of mental illness and reduced access to appropriate care and treatment. Tailored electronic mental health (eMH) programs offer opportunities to address these disparities. The aim of this study is to examine whether a fully automated and self-guided eMH program tailored to the needs of people with ID can reduce symptoms of anxiety and depression and improve daily functioning in people with borderline-to-mild ID. Australians with borderline-to-mild ID, aged 16 years and older with mild-to-moderate depression and/or anxiety symptoms will be eligible to participate with the help of a nominated carer, if necessary. A randomised controlled trial with a sample size of 150 participants divided into treatment and waitlist control arms will be conducted. Participants randomised to the intervention group will have full access to the Healthy Mind program for eight weeks. The waitlist control group will gain full access to the program following the eight-week treatment period. Efficacy will be assessed on the Anxiety, Depression, and Mood Scale; Kessler-10; and the World Health Organisation Disability Assessment Schedule 2.0 across three time-points (baseline, eight weeks, and three months). We expect that people who use the intervention will report reduced depression and anxiety, relative to the control group. To our knowledge, this is the first study to examine the effectiveness of a fully automated eMH program for improving mental health in people with ID. We expect our study to render new knowledge on the delivery and effects of internet-based cognitive behaviour therapy (CBT) tools for people with ID.