Depression and anxiety disorders in young people are a global health concern. Various risk and protective factors for these disorders are potentially modifiable by parents, underscoring the important role parents play in reducing the risk and impact of these disorders in their adolescent children. However, cost-effective, evidence-based interventions for parents that can be widely disseminated are lacking. In this paper, we propose a multi-level public health approach involving a Web-based parenting intervention, Partners in Parenting (PIP). We describe the components of the Web-based intervention and how each component was developed. Development of the intervention was guided by principles of the persuasive systems design model to maximize parental engagement and adherence. A consumer-engagement approach was used, including consultation with parents and adolescents about the content and presentation of the intervention. The PIP intervention can be used at varying levels of intensity to tailor to the different needs of parents across the population. Challenges and opportunities for the use of the intervention are discussed. The PIP Web-based intervention was developed to address the dearth of evidence-based resources to support parents in their important role in their adolescents’ mental health. The proposed public health approach utilizes this intervention at varying levels of intensity based on parents’ needs. Evaluation of each separate level of the model is ongoing. Further evaluation of the whole approach is required to assess the utility of the intervention as a public health approach, as well as its broader effects on adolescent functioning and socioeconomic outcomes.JMIR Ment Health 2017;4(4):e59
Depression and anxiety disorders are the largest contributors to disease burden in young people globally . Research evidence highlights that parents have an important role in reducing the risk and impact of these disorders in their adolescents; however, cost-effective, evidence-based interventions for parents that can be widely disseminated are lacking. In this paper, we propose a multi-level public health approach involving a Web-based parenting intervention to address this dearth of resources for parents across all levels of this continuum [ ].
Depression and Anxiety Disorders in Youth Are a Global Health Concern
In young people aged between 13 to 17 years, lifetime prevalence rates of depression and anxiety disorders are 18% and 38%, respectively . Early onset disorders, especially if untreated, tend to become chronic or relapsing, increase suicide risk, and forecast a wide range of psychosocial and vocational impairments [ - ]. Although intervention efforts for these disorders continue to progress, and rates of professional help seeking have increased [ ], a large proportion of the burden of disease is still unavertable even with optimal treatment [ ]. There is, hence, a strong need for an effective, integrated approach to reduce the prevalence and impact of these disorders, especially for young people. As the incidence of these disorders peaks during adolescence [ , ], adolescence is a particularly opportune time to target prevention and early intervention (referring to treatment and maintenance early in the course of disorder).
Parents Have an Important Role in Prevention and Early Intervention
There are various reasons why the family, particularly parents, is a strategic setting for targeting prevention and early intervention for youth depression and anxiety (also known as internalizing) disorders. First, young people see their family, especially their parents, as important in their lives, especially when it comes to their own mental health. Various national surveys have found that parents are the most commonly mentioned source of help young people would turn to if and when they have mental health difficulties [, ]. Second, parents are intrinsically motivated to take action for their child’s well-being and may possess the wisdom and life experience to help them appreciate the value of prevention and early intervention [ ]. Third, most adolescents still live with their parents (or at least one parent), and this proximity affords parents the opportunities to notice significant changes in their child’s mental health and behavior. As argued by proponents of family process [ ] and family system [ ] models, this proximity underscores the importance of parents in the development and maintenance of youth internalizing problems. Fourth, international policies and action plans related to mental health have recognized the importance of upskilling parents for the goal of prevention and promotion of child and youth mental and emotional well-being [ - ].
Finally, there is now robust evidence delineating risk and protective factors for adolescent anxiety and depressive disorders [, ]. Importantly, some of these factors are within parents’ control or influence and are potentially modifiable [ ]. These include factors that involve the family system (eg, interparental conflict [ ]), can be detected early by parents (eg, behaviorally inhibited temperament [ ]), or are directly socialized or modeled by parents (eg, parental responses to child emotions [ ]). However, findings from a national survey of Australian parents revealed that parents’ knowledge about their role in reducing risk of depression in adolescents is less than optimal [ ], highlighting a need to equip parents through more effective translation of evidence into preventive resources.
Moreover, a substantial body of research has demonstrated the various ways in which parenting behaviors may inadvertently maintain or exacerbate depression and anxiety disorders in young people [, , , ]. For instance, as proposed by reciprocal relationship models, adolescent anxiety may elicit overprotective responses from parents, which in turn reinforces and maintains adolescent anxiety [ ]. Parental modeling of anxiety [ ] or maladaptive strategies to manage their own emotions [ ] may also contribute to the maintenance of adolescent internalizing problems.
The rest of this paper presents the rationale for developing Partners in Parenting (PIP), an individually tailored Web-based intervention for parents of adolescents. We then describe the intervention development process and explain how the various components were designed to facilitate the proposed multi-level approach to empower parents to reduce the risk and impact of depression and anxiety disorders in their adolescent children.
Rationale for Developing the Partners in Parenting Intervention
Below, we describe the three key reasons that motivated the development of the PIP and the proposed multi-level approach.
Need to Involve Parents Across the Mental Health Intervention Continuum
Existing research evidence demonstrates the value of involving parents across the mental health intervention continuum, which includes prevention (universal, selective, and indicated), treatment (case identification and standard treatment for known disorders), and maintenance (strategies to reduce relapse and recurrence, and the disability associated with the disorder) .
Preventive parenting interventions can be universal (ie, delivered to all parents regardless of risk), selective (targeting parents whose children have known risk factors), or indicated (targeting parents whose children show signs or symptoms of emerging disorders) . Although universal programs tend to have smaller effects than selective or indicated programs at the level of the individual, they can have a great public health impact because they reach a larger proportion of the population and have the potential to shift the population mean levels of depression and anxiety symptoms [ ]. Notably, in a recent systematic review and meta-analysis of preventive parenting interventions (where most of the intervention was with the parent, rather than targeting primarily the child or involving the whole family), there was no evidence that the type of prevention (universal, selective, or indicated) moderated intervention effects [ ]. When trying to engage parents in prevention of youth mental health problems, universal approaches can increase acceptability because they minimize the perceived stigma that some parents fear would be attached to themselves as a “bad” parent or to their child as having problems needing intervention [ ]. On the other hand, according to the widely used Health Belief Model [ ]—which explains why individuals engage in health-related behaviors—parents whose child has known risk factors (selective prevention) or early signs of difficulties (indicated prevention) may be more motivated to participate in preventive parenting programs because of heightened “perceived susceptibility” of their child.
Parents have an important role in facilitating case identification and professional help-seeking for adolescents. Parents are often the first to detect changes in their child’s mental health and serve as an important conduit to adolescents engaging in appropriate treatment . Given the evidence for parenting-related risk, protective, and maintenance factors in adolescent internalizing disorders [ , , ], parents also have an important role in the maintenance component of the mental health intervention continuum.
Hence, we propose a multi-level public health approach involving the PIP Web-based intervention that incorporates universal, selective, and indicated prevention components, as well as treatment and maintenance components to maximize the strengths of all components to meet the needs and preferences of different families.
Prevention and Early Intervention Programs Fail to Adequately Involve Parents
One important limitation of existing prevention and early intervention programs for adolescent internalizing disorders is the inadequate level and nature of parental involvement. Specifically, whereas some interventions include a parent component, this usually involves teaching parents what their child is being taught, rather than targeting modifiable parenting risk, protective, or maintenance factors [, ]. In particular, given that most existing treatments utilize cognitive behavioral therapy (CBT) approaches that primarily target cognitions and behaviors at the individual (adolescent) level, parental involvement often takes the form of supporting the child’s implementation of strategies taught in session [ , ]. In many existing interventions, where a parent component exists, it tends to comprise a small proportion of the intervention, with the majority of the intervention targeting the young person [ - ].
In contrast to the increasing number of interventions targeting young people primarily [, , - ], the aforementioned review of preventive parenting interventions found only three out of 51 interventions that were designed for parents of adolescents [ ]. Notably, whereas preventive parenting interventions were found to have beneficial effects on the child’s internalizing outcomes lasting up to 11 years post intervention [ ], the evidence base for preventive interventions targeting young people directly suggests that intervention effects may last less than 2 years [ - ]. These findings underscore the need to provide parents of adolescents with more evidence-based parenting support, to reduce their adolescent’s risk of internalizing disorders.
The dearth of interventions for adolescent depression and anxiety disorders that directly target parenting factors [, ] stands in stark contrast to the myriad of family-based intervention programs for externalizing or substance use disorders in young people [ ]. This lag in research translation is particularly notable given that meta-analyses of parenting factors have found comparable effect sizes for associations with youth externalizing problems (up to 6% [ ], or up to 11% for delinquency [ ]), substance use problems (eg, alcohol misuse, up to 7% [ ]), and internalizing problems (up to 16% [ ]). Moreover, evidence to date indicates no difference in treatment outcome between individual, group, and family or parental formats of CBT approaches for child and adolescent anxiety disorders [ ].
Efforts to translate research evidence on the role of parenting in the maintenance of adolescent depression and anxiety may be deterred by the equivocal evidence to date regarding whether parental involvement in adolescent treatment enhances treatment effects [, ]. However, given the dearth of treatment interventions for adolescent internalizing disorders that target parenting-related maintenance factors, it remains to be ascertained whether such an intervention will indeed enhance treatment effects. Nonetheless, professional help-seeking for adolescent depression or anxiety is often facilitated by parents [ ] who want to help but do not always know how [ ] and may inadvertently contribute to the maintenance of their child’s difficulties [ ]. Hence, the PIP intervention was developed to address the need for an intervention that targets evidence-based parenting-related risk, protective, and maintenance factors and empowers parents to reduce the risk and impact of internalizing problems in their adolescent children.
Potential of the Web-Based Platform to Address Some Limitations of Existing Parenting Interventions
Another limitation of existing parenting interventions is that many are not well-used, even when available, because of barriers such as scheduling difficulties or privacy concerns . With the increasing reach of the Internet, the use of Web-based media has been recommended as one key way to increase participation rates in preventive interventions [ ]. For example, in Australia, the 2016 national census found that 97% of households with children younger than 15 years have Internet access [ ]. However, based on the recent systematic review [ ] and a search of major clinical trial registries, there is currently no widely accessible, tailored Web-based parenting intervention for prevention or early intervention for adolescent depression and anxiety disorders. Yet, Web-based interventions hold great promise because they have the potential to overcome the aforementioned barriers of existing face-to-face programs because of their anonymity, flexibility, and accessibility. Furthermore, the computerized delivery of a well-designed and well-maintained program guarantees implementation fidelity [ ]. A Web-based parenting program also complements the use of the Internet as a popular source of information on mental health and parenting [ , ]. Moreover, a recent Web-based survey suggests that the majority of parents would find such a program useful [ ].
Web-based interventions have now demonstrated effectiveness  and cost-effectiveness [ ] for the treatment of depression and anxiety disorders. Promising evidence is also emerging for online prevention programs targeting young people directly [ ], as well as parents of younger children [ , ]. The potential efficacy of Web-based prevention programs that target parents of adolescents remains largely untapped, but such programs would comprise a promising public health approach to preventing adolescent depression and anxiety that is potentially lower in cost per individual than existing programs [ ].
An important limitation of existing prevention and treatment interventions for adolescent internalizing disorders is that they only focus on one or a few parenting risk, protective, or maintenance factors for adolescent depression and anxiety [, , , ]. This narrow focus approach means that programs may not adequately address the range of modifiable parenting factors for adolescent depression and anxiety that are relevant for each parent or family. The capacity of digital technology to automatically tailor a Web-based intervention to each user offers a potential solution to this limitation. Automated tailoring is beneficial when it involves screening each parent across all evidence-based risk, protective, and maintenance factors to ensure a more thorough coverage of areas that may be important to target in the intervention. In doing so, the program has greater breadth without imposing unnecessary burden on parents (because of the inclusion of less-relevant topics). Importantly, a tailored Web-based intervention provides some personalization of the program for the parent without requiring the costly involvement of trained professionals, hence increasing the intervention’s perceived relevance [ ], effectiveness [ ], and potential for scalability and sustainability [ ].
The Partners in Parenting Intervention
The PIP intervention comprises three components: (1) a parenting scale that assesses the parent’s current parenting practices and beliefs against the recommendations of the parenting guidelines; (2) an automatically generated, individually tailored feedback report based on each parent’s responses to the scale; and (3) a set of interactive Web-based modules to support parental behavior change.
To access PIP, parents register by creating an account using their email address and a self-selected password and providing basic demographic information about themselves and their child. To personalize the intervention to each parent, parents are asked to identify one target child to focus on when completing the intervention. All components of PIP are then personalized with the child’s name and gender and the parent’s name. Parents then complete the parenting scale to receive their tailored feedback report, before reviewing the selection of modules recommended specifically for them, alongside other modules (out of the nine) that are also available but were not recommended for them (because they were already considered concordant with the guidelines’ recommendations in those areas of parenting). At this point, parents can apply their own preferences by accepting or deselecting recommended modules and selecting any additional modules that were not recommended before locking in their selection and starting their personalized program. One module is unlocked every 7 days, in a predetermined order (because each subsequent module is designed to build on the content of preceding modules), until the parent has completed all of the modules in their program. The 7-day interval encourages parents to focus on achieving the goal they had set from their most recently completed module before proceeding to the next module. Parents receive an automated email informing them that their next module is available and reminding them of the goal(s) they had previously selected but not yet marked as achieved on their personalized dashboard. Each module takes 15 to 25 min to complete depending on the module and the way parents choose to engage with it. After completing all of their modules, parents gain access to all modules, including those they had not initially selected (seefor screenshots).
Development of the Partners in Parenting Intervention
The development of PIP involved three phases that were modeled after the related Parenting Strategies intervention to prevent adolescent alcohol misuse . The Center for eHealth Research (CeHRes) roadmap for the development of electronic health (eHealth) technologies [ ] guided the process of user-centered design. Specifically, the first two phases comprised a research translation process to develop a set of guidelines that represent the range of risk and protective factors to target in the intervention (akin to CeHRes Contextual Inquiry activities—identifying user needs and possible solutions). Phase 3 was guided by the consumer-engagement approach for developing parenting programs (CeHRes Value Specification—determining what users value) [ ], and the intervention’s Web-based technological features were designed to fulfill the principles of the Persuasive Systems Design (PSD) model (CeHRes Design—iterative process of building, testing, and refining prototypes and incorporating persuasive techniques) [ ]. Considerations about the PIP implementation model were inherent throughout the development process (CeHRes Operationalization—introduction, adoption, and employment of the technology in practice).
Phase 1. Identifying Parental Factors to Target in the Intervention
To identify the range of modifiable parental factors to target in the intervention, the first phase involved a comprehensive systematic review and meta-analysis of risk and protective factors for adolescent depression and anxiety disorders that parents can potentially modify or influence . Synthesizing longitudinal, retrospective, and cross-sectional evidence, the review identified a sound evidence base for three protective parental factors for depression (warmth, autonomy granting, and monitoring), and one for anxiety (warmth). In addition, three risk factors for both outcomes were also identified: interparental conflict, overinvolvement, and aversiveness [ ].
Phase 2. Translating the Research Evidence Into Actionable Strategies
To translate this evidence base into actionable strategies, we employed the Delphi method to develop a set of expert consensus guidelines . The Delphi method is a systematic way to determine expert consensus about questions that cannot be appropriately or adequately addressed using experimental or epidemiological methods [ ]. This phase involved a systematic literature search of both academic and lay information, which identified 402 unique recommendations for parents to reduce the risk of depression or anxiety in their adolescent. An international panel of 23 clinical and research experts independently rated these recommendations over three survey rounds. Panel members were provided with brief summaries of the evidence from the systematic review of research evidence [ ] to consider when rating the items.
The resulting guidelines , How to prevent depression and clinical anxiety in your teenager: Strategies for parents (henceforth “the Guidelines”; ) presents 190 parenting strategies that were endorsed by ≥90% (21/23) of experts as important or essential for the prevention of adolescent depression and anxiety disorders. These strategies were thematically organized under 11 subheadings, as shown in .
The Guidelines  represent evidence-based and expert-endorsed strategies that parents can use to reduce their adolescent’s risk of depression and anxiety problems. A recent study evaluating user perceptions of the Guidelines indicated high levels of satisfaction, and the majority of users endorsed the potential value of Web-based parenting interventions based on the guidelines. Most parent users also reported attempting to make changes in their parenting as a result of reading the Guidelines [ ]. Albeit a preliminary and uncontrolled evaluation study, these findings suggest the utility of the Guidelines as a basic, universal prevention strategy for parents of adolescents.
Phase 3. Developing the Web-Based Intervention
The Persuasive Systems Design Model
To support parents in the implementation of the Guidelines, and to individually tailor the Guidelines’ recommendations to each parent, phase 3 involved developing the three aforementioned components: (1) a self-assessment parenting scale, (2) a tailored feedback report, and (3) a set of interactive Web-based modules.
Design of the Web-based components of PIP was guided by the PSD model  that proposes to purposefully use technology to influence behavior change. In particular, the key features of PIP were designed to fulfill the principles of the PSD model in the primary task, dialogue, and system credibility categories (see ) [ ].
First, we developed a criterion-referenced parenting scale, called the Parenting to Reduce Adolescent Depression and Anxiety Scale (PRADAS), which assesses parents’ concordance with the nine domains of parenting addressed in the nine subheadings of the Guidelines (the “criterion”; see  for more details). The PRADAS represents the screening assessment that facilitates the tailoring of the intervention to each parent [ ].
Next, we wrote automated feedback messages for all possible combinations of responses to the 79 items in the PRADAS. This involved creating a scoring system and feedback flowchart linking the response options for each item to the appropriate feedback message based on the predetermined scoring algorithm. Feedback messages highlight the parent’s parenting strengths and provide specific strategies to further improve their parenting, to adhere more closely to the recommendations of the Guidelines. Feedback messages are intentionally written to be brief, with the aim of motivating behavior change by identifying areas to change and providing specific means for action (PSD tunneling principle, ). The recommended behavior change is then supported by corresponding modules (see below) that are specifically recommended for each parent to build on the strategies presented in the personalized feedback. The tailoring of every feedback message increases the perceived relevance of the intervention and allows the intervention to cover the range of factors that represent areas for improvement for each parent. The PRADAS content and feedback messages were initially drafted by a postgraduate student with graduate qualifications in psychology (MCB) and evaluated by the research team (comprising MCB, MBHY, AFJ, and KAL) to ensure their fidelity to the Guidelines.
Finally, the development of the interactive modules first involved a mapping of topics to the nine domains of parenting addressed in the Guidelines (see). Modules feature full colored illustrations, interactive activities, real-life vignettes, audio clips, troubleshooting tips, goal setting exercises, and an end-of-module quiz with immediate feedback to consolidate learning of each module’s key messages. Features of the modules were selected to fulfill PSD principles, and as part of the consumer-engagement approach [ ], taken to develop both PIP and the earlier alcohol misuse prevention intervention [ ]. Module content was based on the Guidelines but drew on other relevant evidence-based content as required. A psychologist undertaking postgraduate research (JMG) drafted the initial modules, which were then reviewed and revised through meetings involving the research team (comprising JMG, MBHY, AFJ, and KAL). Module content was evaluated to ensure its consistency and fidelity with the Guidelines, as well as other relevant best practice and credible resources.
Attention was paid to ensure that all components of the intervention were optimized to engage parent users, following the PSD principles as far as possible (as outlined in). As part of a consumer-engagement approach to developing the intervention [ ], we also consulted with parent and adolescent stakeholders to ensure that the various components of the intervention fulfilled the PSD principles as intended and were acceptable to target end users (see below).
We recruited a reference group of 22 parents with adolescent children (aged 11-18 years) through staff e-newsletters at Monash University and the University of Melbourne, local high schools, and via online networks. Participants were mostly mothers (86.4%, 19/22), in the age range of 45 to 59 years, married or de facto, employed, Australian-born, English-speaking, and highly educated (at least an undergraduate qualification) and had 2 or 3 children. Parents attended one of three repeated 2-hour workshops (n=7 or 8 per workshop) where drafts of the PRADAS, feedback messages, and one module prototype (drafted as a Microsoft PowerPoint presentation) were presented for discussion. Parents were consulted on the language used in the PRADAS and feedback messages, and the logic, relevance, and usefulness of the feedback messages. They also provided feedback and input into the degree of interactivity and the tone and amount of content in the modules. Parents provided specific suggestions for rewording instructions and messages that could be misinterpreted or trigger unintended negative reactions from parents. Wherever possible, we incorporated parents’ feedback into all components of the intervention.
|Guidelines topic||Corresponding subsection of the parenting scale and feedback report||Title of interactive module||Outline of content||Rationale for inclusion|
You can reduce your child’s risk of developing depression and clinical anxiety
|N/Aa; Not included in parenting scale or feedback report|
N/A; No module on this topic
Psychoeducation about the role of parents in the prevention of adolescent depression and anxiety
Endorsed by experts
|Establish and maintain a good relationship with your teenager||Your relationship with your teenager||Connect||Acknowledges the challenge of connecting with adolescent children, and provides specific tips on how to do this||Sound research evidence that parental “warmth” is protective against both anxiety and depression; endorsed by experts|
|Be involved and support increasing autonomy||Your involvement in your teenager’s life||Nurture roots and inspire wings||Helps parents establish the important balance between staying involved and interested in their adolescent’s life, while encouraging increasing age-appropriate autonomy||Sound research evidence that overinvolvement is a risk factor for depression, and autonomy granting and monitoring are protective factors; endorsed by experts|
|Encourage supportive relationships||Your teenager’s relationships with others||Good friends, supportive relationships||Provides strategies for parents to support their adolescent’s social skills development||Emerging evidence of parental encouragement of sociability is associated with less adolescent anxiety; endorsed by experts|
|Establish family rules and consequences||Your family rules||Raising good kids into great adults: establishing family rules||Highlights the importance of consistent and clear boundaries for adolescent behaviors, and provides specific strategies to establish these||Emerging evidence of the association between inconsistent discipline and depression; endorsed by experts|
|Minimize conflict in the home||Your home environment||Calm versus conflict||Addresses the need for adaptive conflict management between parents and between parent and adolescent, and provides specific strategies to do these||Sound evidence that interparental conflict and aversiveness (including parent-adolescent conflict) are risk factors for both depression and anxiety; endorsed by experts|
|Encourage good health habits||Health habits||Good health habits for good mental health||Provides strategies to help parents encourage good health habits in their adolescent, including a healthy diet, physical activity, good sleep habits, and abstinence from alcohol and drugs||Endorsed by experts; evidence that these health habits are associated with risk for depression and anxiety|
|Help your teenager to deal with problems||Dealing with problems in your teenager’s life||Partners in problem solving||Provides strategies for parents to help their adolescent develop good problem solving and stress management skills||Endorsed by experts|
|Help your teenager to deal with anxiety||Coping with anxiety||From surviving to thriving: helping your teenager deal with anxiety||Provides strategies for parents to help their adolescent manage their everyday anxiety||Sound evidence that overprotective, anxious parenting is associated with both anxiety and depression in adolescents; endorsed by experts|
|Encourage professional help seeking when needed||Getting help when needed||When things aren’t okay: getting professional help||Helps parents understand what depression and anxiety problems can look like in adolescents, and what they can do if their adolescent is or becomes unwell||Endorsed by experts; evidence that parents are important conduits to young people seeking professional help for mental health problems|
|Don’t blame yourself||Don’t blame yourself (not included in parenting scale, included in feedback report for all parents)||N/A; No module on this topic||Aims to dispel guilt or self-blame in parents||Endorsed by experts|
aN/A: not applicable.
Finally, to ensure that the suggested strategies recommended to parents in the intervention were acceptable and relevant to adolescents, we consulted with two focus groups of adolescents in the age range of 12 to 15 years. Adolescents were recruited through two local schools that differed on ethnic and sociodemographic characteristics, and focus group consultations were conducted in school classrooms. Consulting with adolescents of different ages and in different schools enabled us to capture some developmental, ethnic, and sociodemographic variations in adolescent views. Adolescents were presented with some of the parenting strategies recommended for parents in PIP (eg, show interest in your adolescent’s life and spend regular one-on-one time together) and provided feedback about some ways in which the strategies could be implemented in an acceptable way with contemporary adolescents. Adolescents provided specific ideas and suggestions that were incorporated into the content of various modules, including activities they enjoy doing with their parents and ways their parents could show them affection. These consultations also informed the scripts for adolescent audio clips included in some modules, where adolescents talked about topical issues such as how they feel when their parents argue, and how parents could help when they (the adolescents) get “stressed out.”
The PIP intervention development was completed in May 2015. We are evaluating the effects of the intervention via two randomized controlled trials (RCTs) that have been registered with the Australian New Zealand Clinical Trials Registry (Trial IDs ACTRN12615000247572 and ACTRN12615000328572).
Proposed Uses of the PIP Intervention: A Multi-Level Public Health Approach
The PIP intervention was designed for implementation as a multi-level public health intervention to empower parents to support their child’s mental health across all levels of the mental health intervention continuum . depicts a model of the proposed that involves different PIP components in varying degrees of intensity (or levels). We propose that the level of PIP required will be related to the level of risk and extent of current difficulties in the child [ ], as well as the parent’s self-efficacy (confidence about their ability to parent successfully) and parenting competencies or skills [ , ].
Level 1: General Guidelines
Level 1 is the minimal intervention and constitutes a general parent-education initiative across the community. Parents can choose to consider and apply any of the Guidelines’ recommendations as and when they deem fit. Given the evidence base  and expert endorsement [ ] supporting these recommendations, we postulate that when parents apply these strategies, they are taking preventive actions that are likely to benefit their child’s mental health. Given preliminary evidence that accessing these guidelines was sufficient to prompt some behavior change in parents [ ], these guidelines represent a promising minimal-cost universal prevention strategy for parents of adolescents. This minimal intervention is likely to be sufficient for parents who are highly motivated, educated, and have higher parental self-efficacy and parenting competence and whose child is generally functioning well (ie, no known risk or current concern). The Guidelines can serve as a benchmark for parents, providing reminders of strategies to maintain, increase, or reduce, a toolkit to draw from as required, as well as an assurance that they are “on the right track” [ ].
Level 2: Personalized Guidelines (Brief Intervention)
Each subsequent level in the model represents increasing intensity of support and intervention for parents. Level 2 requires parents to first complete a self-assessment parenting scale (the PRADAS) to receive their personalized feedback report. This level is likely to suit a similar group of parents as level 1 but who prefer a tailored approach. Level 2 can also serve as a prompt for some parents to take further action, if required, to seek further support to improve their parenting practices. Parents with lower parental self-efficacy may find the level of support provided by a once-off brief intervention such as the feedback report insufficient and thus, be prompted to complete the interactive Web-based program (next level up) and/or seek other resources or services including mental health services for themselves and/or their child. To facilitate this, the feedback report includes links to other online resources, including an online screening tool (the Strengths and Difficulties Questionnaire; ) for parents who are concerned about their child’s mental health.
Level 3: Interactive Online Intervention
At level 3, parents receive both the tailored feedback report and are recommended specific modules to provide additional support to implement the strategies highlighted in their feedback report. Drawing heavily from PSD principles, the intervention is designed to maximize adherence as a self-guided program , with automated email reminders and prompts to guide parents through their program to completion. We expect that parents who are motivated to improve their parenting and have moderate levels of parental self-efficacy would successfully complete their program on their own. However, evidence to date indicates that having some form of human support, be it administrative or therapeutic, enhances adherence to Web-based interventions (ie, completing the program as designed) and in turn, improves outcomes [ ]. Hence, to maximize the potential benefits and cost-effectiveness of PIP, it may need to be delivered with at least administrative support, following a specified protocol (eg, a standard script with specific prompts to encourage progress through the Web-based program). It is pertinent that personnel delivering such administrative support have comprehensive training and ongoing supervision in the requisite skills to communicate with parents in a supportive and nonjudgmental manner and are equipped with referral information to additional support services (including level 4 of PIP) as required. Given the greater intensity of intervention that parents need to commit to, level 3 is more likely to appeal to parents who have some cause for concern (selective prevention; eg, lower parental self-efficacy during the child’s developmental transition into adolescence) or have existing concerns for their child’s mood or behavior (indicated prevention) [ ].
However, a recent review (Finan SJ et al, 2017, unpublished data) found that although higher child mental health symptoms may be associated with initial engagement (eg, enrolment) in preventive parenting programs, this does not increase attendance or reduce the likelihood of parents dropping out of programs . In a Web-based intervention such as PIP, it may be possible to partially ameliorate this challenge by providing the personal administrative-support contact [ ].
Level 4: Therapist-Supported Online Intervention
At level 4, parents receive not only all components of the PIP Web-based intervention but also the support of a trained therapist to coach them in implementing the strategies recommended in the PIP program. According to the Health Belief Model , this form of human support can act as a “cue to action” and help to increase intervention adherence through accountability to a coach who is perceived to be trustworthy, benevolent, and having expertise [ ]. This additional level of support is particularly important when the child is already experiencing clinical-level difficulties because of their association with heightened stress in the family and reduced parental self-efficacy and parenting competence [ , ]. As noted earlier, there is a dearth of evidence-based supportive resources or services for parents of adolescents in the clinical setting [ ]. Due to the increasing individuation from parents that emerges during adolescence [ ] and a corresponding clinical imperative to promote independence and self-reliance in adolescents, parents are commonly less involved in treatment with their adolescent than they are with younger children. Inevitably, this can leave concerned parents feeling excluded from their child’s care, disempowered and helpless about how they can best manage their child’s condition outside the clinic, and frustrated when they are unable to access support for themselves from the child’s clinician [ , ]. Various systemic factors may also contribute to this, including the funding structure of public mental health services being directed at individuals rather than families, the professional competencies of youth mental health clinicians being limited to working with individual clients rather than the family system, and a largely overloaded and reactive mental health system. Within this context, the PIP intervention can be adapted for use to meet the critical gap in support services for parent caregivers of young people with internalizing disorders. Parents can access PIP with a separate PIP therapist-coach, who will, with the parent’s consent, communicate with the child’s clinician about the support the parent is getting from PIP, with the goal of enhancing their child’s treatment. Alternatively, youth mental health clinicians can be trained in PIP content as part of their professional and specialist training and development, which will enable them to provide coaching to parents who access PIP in their own time, in addition to the individual work done with the adolescent, as well as some family sessions. The PIP therapist-coach can capitalize on the automated tailoring features of PIP by using their parent client’s PRADAS responses and feedback report as a basis for discussion during coaching sessions. Evidence to date suggests that such an approach is likely to facilitate the young person’s recovery [ , ], support parents in their caregiver role, and increase adherence to treatment [ ] without imposing significant added burden on the already overloaded treatment services because of PIP’s Web-based delivery.
Criteria for Stepping Up
Within the proposed model, stepping up is based on one or both of the following criteria: (1) automated recommendation of the tailored program based on parents’ responses to a self-assessment of their current parenting (parenting competencies as assessed by the PRADAS), parental self-efficacy, or their child’s current symptoms and/or (2) parents’ personal preference, which can override the program’s recommendation. Referral to other evidence-based, more intensive parenting programs can occur at any point throughout the model for parents who want programs with a different delivery mode, increased support (therapist or nontherapist), or a specific focus (eg, emotion coaching). Parents whose personal mental health and/or other difficulties hinder them from engaging with and benefitting from the Web-based program will be referred to other mental health services for themselves. Parents who raise significant concerns about their child’s behavior and mental health will also be referred to additional services to better support their child (parents can still continue to use the PIP program if they wish).
In this paper, we have described a new approach to developing a Web-based intervention that rigorously translates research evidence into intervention strategies and aligns with more established development models from the parenting program  and eHealth intervention [ , ] literature. The PIP intervention is the product of a research translation process to identify the range of potentially modifiable parenting factors for adolescent depression and anxiety [ ]. The various components of the intervention were developed to tailor the intervention to each parent’s strengths and areas for improvement, covering the range of factors that are relevant for each family. The intervention can be implemented with varying levels of intervention intensity to meet the level of need of different families at various points along the mental health intervention continuum [ ]. PIP is the second intervention developed following this research-translation approach, modeled on the earlier intervention to prevent adolescent alcohol misuse [ ]. Such an approach answers the call for better translation of research evidence into interventions [ , ] and can be adopted for other populations (eg, parents of younger children [Fernando LM et al, 2017, unpublished data] and young people [ , ]) and other health and well-being outcomes for which there are a diverse range of risk, protective, and maintenance factors. An important caveat to note about the development process concerns the parent stakeholder consultation group involved in shaping the current version of PIP. Our recruitment for this group used similar methods to those that we predict will underpin the eventual, public implementation of the program, that is, via online networks and through schools. We expect self-selected users of the intervention to have similar characteristics to the parents who comprised our reference groups. To ensure the acceptability of the intervention to underrepresented subgroups of parents (eg, fathers, single parents, and lower income), further consultations with parents from these subgroups would be required [ ].
Challenges and Opportunities for the Implementation Process
An important consideration for the proposed multi-level approach is the source of funding to sustain it. Given that the Web-based intervention is fully developed and evaluated, it is in itself relatively inexpensive to maintain, except when substantial updates and improvements are required. However, where personnel are involved, for either administrative or therapeutic or coaching support, substantial costs will be incurred if the program is implemented at scale. Possible funding models include a user-pays business model, an advertising-based revenue model, or government or third-sector funding. As an international leader in e-mental health , Australia is fortunate to have ongoing financial support from the Australian Government for some evidence-based e-mental health programs [ ]. As evidence for its efficacy and cost-effectiveness is gathered, such a public health approach may garner the required financial support from the government for its implementation. Moreover, as the program is in a widely understood language such as English, it can potentially be used internationally pending minor cultural adaptations. If this occurs, international funding models will be required [ ].
To maximize its uptake and sustainability, the program needs to be integrated into existing public health and health care systems . At a community level, it is important to raise awareness about the program through schools, parenting associations, and other media (including online networks and social media) to facilitate self-referral by parents, or recommendation of the program by teachers, student welfare staff, or school psychologists or counselors to parents within the school. Youth mental health clinicians in the public and private health care systems can refer parents of their youth clients to the fourth level of the program, or deliver it themselves as part their therapeutic work with the adolescent. More broadly, targeted strategies may be required to increase parents’ engagement in parenting programs for their adolescent’s mental health, given that rates of engagement are less than optimal [ ]. For harder-to-reach subgroups of parents (eg, parents living in poverty and recent immigrants), additional efforts may be required to improve engagement [ ]. Program adaptations may also be needed to make the program more acceptable (and effective) with specific high-risk subgroups, for example, parents of adolescents with autism, disabilities, or chronic health problems.
Research on parent preferences for information on child mental health, in the context of seeking treatment services for their child, also highlights the importance of considering specific preferences of different subgroups [, ]. For example, a Web-based program will simply not be acceptable to some parents who prefer direct face-to-face contact with a clinician and/or other parents. Similarly, some professionals are skeptical about the ability of Web-based programs to bring about real behavior change and are less likely to recommend it to parents [ ]. The parent-preference literature also suggests that parents with the greatest need (ie, higher levels of child oppositional and conduct problems, greater impact of child difficulties on family functioning, and elevated personal depressive symptoms) may be less likely to engage with parenting programs or other resources. Notably, these parents show a stronger preference for information on the Internet, which they can access on demand [ ]. These findings highlight the trade-offs between different levels of intervention, which, along with the preferences of various subgroups of parents, should be considered when planning the implementation of parenting programs [ ]. For example, parents with the greatest need could just be informed about the availability of the online resources (eg, the Guidelines and the website link) when they first seek mental health services for their child, which is often a time of heightened stress. Once the family settles into treatment and the crisis starts to subside, parents could then be encouraged to consider seeking resources for themselves. Further research on parent preferences for child mental health information for prevention is required.
Parents have an important role in reducing the risk and impact of adolescent internalizing disorders, but there is a lack of evidence-based, cost-effective programs to equip parents for this role. This paper described the development of the PIP Web-based intervention and proposed a public health approach that utilizes this intervention at varying levels of intensity to support parents. Evaluation of each separate level of the model is ongoing. Further evaluation of the whole approach is required to assess the utility of the intervention as a public health approach, and its effects not just on parenting competencies, parental self-efficacy, and adolescent depression and anxiety outcomes, but also broader functioning (eg, school engagement, general health, quality of life, and peer relationships), and socioeconomic outcomes.
The authors acknowledge funding from the National Health and Medical Research Council (NHMRC) for the Web development of the PIP intervention and the partnership of beyondblue, the national depression and anxiety initiative in the development of the parenting guidelines. The authors received salary support from the NHMRC for a Career Development Fellowship (MBHY, APP1061744) and a Senior Principal Research Fellowship (AFJ, APP1059785), an Australian Research Council Laureate Fellowship (RMR, FL150100096), Australian Government Research Training Program Scholarships (MCB and JMG), and a Windermere Foundation Doctoral Scholarship in Health (MCB). The RCTs are supported by Monash University’s Faculty of Medicine, Nursing and Health Sciences Faculty Strategic Grant Scheme funding (SGS15-0149) and an Advancing Women’s Research Success Grant; and an Australian Rotary Health Research Grant. None of the funding sources had any role in the conduct or publication of this study. The authors also thank the reference group of parents and focus groups of students who contributed to the development of the PIP intervention.
Conflicts of Interest
Multimedia Appendix 1
Screenshots of the Partners in Parenting intervention.PDF File (Adobe PDF File), 856KB
Multimedia Appendix 2
Persuasive systems design (PSD) principles fulfilled in the Partners in Parenting (PIP) intervention.PDF File (Adobe PDF File), 507KB
- Whiteford HA, Ferrari AJ, Degenhardt L, Feigin V, Vos T. The global burden of mental, neurological and substance use disorders: an analysis from the Global Burden of Disease Study 2010. PLoS One 2015 Feb;10(2):e0116820 [FREE Full text] [CrossRef] [Medline]
- Mrazek P, Haggerty R. Reducing Risks for Mental Disorders: Frontiers for Preventive Intervention Research. Washington, DC: National Academies Press; 1994.
- Kessler RC, Petukhova M, Sampson NA, Zaslavsky AM, Wittchen H. Twelve-month and lifetime prevalence and lifetime morbid risk of anxiety and mood disorders in the United States. Int J Methods Psychiatr Res 2012 Sep;21(3):169-184 [FREE Full text] [CrossRef] [Medline]
- Woodward LJ, Fergusson DM. Life course outcomes of young people with anxiety disorders in adolescence. J Am Acad Child Adolesc Psychiatry 2001 Sep;40(9):1086-1093. [CrossRef] [Medline]
- Copeland WE, Shanahan L, Costello EJ, Angold A. Childhood and adolescent psychiatric disorders as predictors of young adult disorders. Arch Gen Psychiatry 2009 Jul;66(7):764-772 [FREE Full text] [CrossRef] [Medline]
- Dekker MC, Ferdinand RF, Van Lang ND, Bongers IL, Van Der Ende J, Verhulst FC. Developmental trajectories of depressive symptoms from early childhood to late adolescence: gender differences and adult outcome. J Child Psychol Psychiatry 2007 Jul;48(7):657-666. [CrossRef] [Medline]
- Lawrence D, Johnson S, Hafekost J, Boterhoven De Haan K, Sawyer M, Ainley J. The Mental Health of Children and Adolescents: Report on the second Australian Child and Adolescent Survey of Mental Health and Wellbeing. Canberra: Department of Health. Canberra: Department of Health; 2015.
- Andrews G, Issakidis C, Sanderson K, Corry J, Lapsley H. Utilising survey data to inform public policy: comparison of the cost-effectiveness of treatment of ten mental disorders. Br J Psychiatry 2004 Jun;184(6):526-533 [FREE Full text] [Medline]
- Kessler RC, Angermeyer M, Anthony JC, DE Graaf R, Demyttenaere K, Gasquet I, et al. Lifetime prevalence and age-of-onset distributions of mental disorders in the World Health Organization's World Mental Health Survey Initiative. World Psychiatry 2007 Oct;6(3):168-176 [FREE Full text] [Medline]
- Thapar A, Collishaw S, Pine DS, Thapar AK. Depression in adolescence. Lancet 2012 Mar 17;379(9820):1056-1067 [FREE Full text] [CrossRef] [Medline]
- Yap MB, Reavley N, Jorm AF. Where would young people seek help for mental disorders and what stops them? Findings from an Australian national survey. J Affect Disord 2013 May;147(1-3):255-261. [CrossRef] [Medline]
- Jorm AF, Wright A, Morgan AJ. Where to seek help for a mental disorder? National survey of the beliefs of Australian youth and their parents. Med J Aust 2007 Nov 19;187(10):556-560. [Medline]
- Yap MB, Fowler M, Reavley N, Jorm AF. Parenting strategies for reducing the risk of childhood depression and anxiety disorders: a Delphi consensus study. J Affect Disord 2015 Sep 01;183:330-338. [CrossRef] [Medline]
- Schleider JL, Weisz JR. Family process and youth internalizing problems: a triadic model of etiology and intervention. Dev Psychopathol 2017 Feb;29(1):273-301. [CrossRef] [Medline]
- Restifo K, Bögels S. Family processes in the development of youth depression: translating the evidence to treatment. Clin Psychol Rev 2009 Jun;29(4):294-316. [CrossRef] [Medline]
- Commonwealth of Australia. Fourth National Mental Health Plan: An agenda for collaborative government action in mental health 2009-2014. Canberra: Commonwealth of Australia, Department of Health; 2009:1-88.
- National Prevention Council. Washington, DC: Department of Health and Human Services; 2011. National Prevention Strategy: America's Plan for Better Health and Wellness URL: https://www.surgeongeneral.gov/priorities/prevention/strategy/report.pdf [WebCite Cache]
- World Health Organization. Geneva, Swizerland: World Health Organization Document Production Services; 2013. Mental health action plan 2013-2020 URL: http://apps.who.int/iris/bitstream/10665/89966/1/9789241506021_eng.pdf?ua=1 [accessed 2017-12-06] [WebCite Cache]
- European Commission. 2014. Joint Action on Mental Health and Well-being: Mental Health in All Policies. Situation analysis and recommendations for action URL: http://www.mentalhealthandwellbeing.eu/assets/docs/publications/MHiAP%20Final.pdf [accessed 2017-12-06] [WebCite Cache]
- Beesdo K, Knappe S, Pine DS. Anxiety and anxiety disorders in children and adolescents: developmental issues and implications for DSM-V. Psychiatr Clin North Am 2009 Sep;32(3):483-524 [FREE Full text] [CrossRef] [Medline]
- Cairns KE, Yap MB, Pilkington PD, Jorm AF. Risk and protective factors for depression that adolescents can modify: a systematic review and meta-analysis of longitudinal studies. J Affect Disord 2014 Dec;169:61-75. [CrossRef] [Medline]
- Sandler I, Schoenfelder E, Wolchik S, MacKinnon D. Long-term impact of prevention programs to promote effective parenting: lasting effects but uncertain processes. Annu Rev Psychol 2011;62:299-329 [FREE Full text] [CrossRef] [Medline]
- Yap MB, Pilkington PD, Ryan SM, Jorm AF. Parental factors associated with depression and anxiety in young people: a systematic review and meta-analysis. J Affect Disord 2014 Mar;156:8-23. [CrossRef] [Medline]
- Schwartz OS, Dudgeon P, Sheeber LB, Yap MB, Simmons JG, Allen NB. Parental behaviors during family interactions predict changes in depression and anxiety symptoms during adolescence. J Abnorm Child Psychol 2012 Jan;40(1):59-71. [CrossRef] [Medline]
- Yap MB, Jorm AF. Parents' beliefs about actions they can take to prevent depressive disorders in young people: results from an Australian national survey. Epidemiol Psychiatr Sci 2012 Mar;21(1):117-123. [Medline]
- Sheeber LB, Davis B, Leve C, Hops H, Tildesley E. Adolescents' relationships with their mothers and fathers: associations with depressive disorder and subdiagnostic symptomatology. J Abnorm Psychol 2007 Feb;116(1):144-154 [FREE Full text] [CrossRef] [Medline]
- Sheeber L, Hops H, Davis B. Family processes in adolescent depression. Clin Child Fam Psychol Rev 2001 Mar;4(1):19-35. [Medline]
- Rapee RM. Family factors in the development and management of anxiety disorders. Clin Child Fam Psychol Rev 2012 Mar;15(1):69-80. [CrossRef] [Medline]
- Yap MB, Allen NB, Sheeber L. Using an emotion regulation framework to understand the role of temperament and family processes in risk for adolescent depressive disorders. Clin Child Fam Psychol Rev 2007 Jun;10(2):180-196. [CrossRef] [Medline]
- Rose G. The Strategy of Preventive Medicine. Oxford: Oxford University Press; 1992.
- Yap MB, Morgan A, Cairns K, Jorm A, Hetrick S, Merry S. Parents in prevention: a meta-analysis of randomized controlled trials of parenting interventions to prevent internalizing problems in children from birth to age 18. Clin Psychol Rev 2016 Oct 21;50:138-158. [CrossRef] [Medline]
- Koerting J, Smith E, Knowles M, Latter S, Elsey H, McCann D, et al. Barriers to, and facilitators of, parenting programmes for childhood behaviour problems: a qualitative synthesis of studies of parents' and professionals' perceptions. Eur Child Adolesc Psychiatry 2013 Nov;22(11):653-670 [FREE Full text] [CrossRef] [Medline]
- Janz NK, Becker MH. The Health Belief Model: a decade later. Health Educ Behav 1984 Jan 01;11(1):1-47. [CrossRef] [Medline]
- Rickwood DJ, Deane FP, Wilson CJ. When and how do young people seek professional help for mental health problems? Med J Aust 2007 Oct 01;187(7 Suppl):S35-S39. [Medline]
- Nauta MH, Scholing A, Emmelkamp PM, Minderaa RB. Cognitive-behavioral therapy for children with anxiety disorders in a clinical setting: no additional effect of a cognitive parent training. J Am Acad Child Adolesc Psychiatry 2003 Nov;42(11):1270-1278. [CrossRef] [Medline]
- Cox GR, Callahan P, Churchill R, Hunot V, Merry SN, Parker AG, et al. Psychological therapies versus antidepressant medication, alone and in combination for depression in children and adolescents. Cochrane Database Syst Rev 2014 Nov 30(11):CD008324. [CrossRef] [Medline]
- Fisak BD, Richard D, Mann A. The prevention of child and adolescent anxiety: a meta-analytic review. Prev Sci 2011 Sep;12(3):255-268. [CrossRef] [Medline]
- Hetrick SE, Cox GR, Witt KG, Bir JJ, Merry SN. Cognitive behavioural therapy (CBT), third-wave CBT and interpersonal therapy (IPT) based interventions for preventing depression in children and adolescents. Cochrane Database Syst Rev 2016 Aug 09(8):CD003380. [CrossRef] [Medline]
- Fisak BJ, Richard D, Mann A. The prevention of child and adolescent anxiety: a meta-analytic review. Prev Sci 2011 Sep;12(3):255-268. [CrossRef] [Medline]
- Stockings EA, Degenhardt L, Dobbins T, Lee YY, Erskine HE, Whiteford HA, et al. Preventing depression and anxiety in young people: a review of the joint efficacy of universal, selective and indicated prevention. Psychol Med 2016 Jan;46(1):11-26. [CrossRef] [Medline]
- Rothbaum F, Weisz J. Parental caregiving and child externalizing behavior in nonclinical samples: a meta-analysis. Psychol Bull 1994 Jul;116(1):55-74. [Medline]
- Hoeve M, Dubas JS, Eichelsheim VI, van der Laan PH, Smeenk W, Gerris JR. The relationship between parenting and delinquency: a meta-analysis. J Abnorm Child Psychol 2009 Aug;37(6):749-775 [FREE Full text] [CrossRef] [Medline]
- Yap MB, Cheong TW, Zaravinos-Tsakos F, Lubman DI, Jorm AF. Modifiable parenting factors associated with adolescent alcohol misuse: a systematic review and meta-analysis of longitudinal studies. Addiction 2017 Jul;112(7):1142-1162. [CrossRef] [Medline]
- James AC, James G, Cowdrey FA, Soler A, Choke A. Cognitive behavioural therapy for anxiety disorders in children and adolescents. Cochrane Database Syst Rev 2013;6:CD004690. [CrossRef] [Medline]
- Breinholst S, Esbjørn BH, Reinholdt-Dunne M, Stallard P. CBT for the treatment of child anxiety disorders: a review of why parental involvement has not enhanced outcomes. J Anxiety Disord 2012 Apr;26(3):416-424. [CrossRef] [Medline]
- Heinrichs N, Bertram H, Kuschel A, Hahlweg K. Parent recruitment and retention in a universal prevention program for child behavior and emotional problems: barriers to research and program participation. Prev Sci 2005 Dec;6(4):275-286. [CrossRef] [Medline]
- Cuijpers P, van Straten A, Warmerdam L, van Rooy M. Recruiting participants for interventions to prevent the onset of depressive disorders: possible ways to increase participation rates. BMC Health Serv Res 2010;10:181 [FREE Full text] [CrossRef] [Medline]
- Australian Bureau of Statistics. Canberra, Australia: Australian Bureau of Statistics; 2016. Household Use of Information Technology, Australia 2014-2015 URL: http://www.abs.gov.au/ausstats/abs@.nsf/PrimaryMainFeatures/8146.0?OpenDocument [accessed 2017-05-22] [WebCite Cache]
- Andrews G, Cuijpers P, Craske MG, McEvoy P, Titov N. Computer therapy for the anxiety and depressive disorders is effective, acceptable and practical health care: a meta-analysis. PLoS One 2010;5(10):e13196 [FREE Full text] [CrossRef] [Medline]
- Metzler CW, Sanders MR, Rusby JC, Crowley RN. Using consumer preference information to increase the reach and impact of media-based parenting interventions in a public health approach to parenting support. Behav Ther 2012 Jun;43(2):257-270 [FREE Full text] [CrossRef] [Medline]
- Yap MB, Martin P, Jorm AF. Online parenting guidelines to prevent adolescent depression and anxiety: evaluating user characteristics and usefulness. Early Interv Psychiatry 2017 Oct 27 Epub ahead of print(forthcoming). [CrossRef] [Medline]
- Donker T, Blankers M, Hedman E, Ljótsson B, Petrie K, Christensen H. Economic evaluations of Internet interventions for mental health: a systematic review. Psychol Med 2015 Dec;45(16):3357-3376. [CrossRef] [Medline]
- Calear A, Christensen H. Review of internet-based prevention and treatment programs for anxiety and depression in children and adolescents. Med J Aust 2010 Jun 07;192(11 Suppl):S12-S14. [Medline]
- Love SM, Sanders MR, Turner KM, Maurange M, Knott T, Prinz R, et al. Social media and gamification: engaging vulnerable parents in an online evidence-based parenting program. Child Abuse Negl 2016 Mar;53:95-107. [CrossRef] [Medline]
- Morgan AJ, Rapee RM, Salim A, Goharpey N, Tamir E, McLellan LF, et al. Internet-delivered parenting program for prevention and early intervention of anxiety problems in young children: randomized controlled trial. J Am Acad Child Adolesc Psychiatry 2017 May;56(5):417-425.e1. [CrossRef] [Medline]
- Lee YY, Barendregt JJ, Stockings EA, Ferrari AJ, Whiteford HA, Patton GA, et al. The population cost-effectiveness of delivering universal and indicated school-based interventions to prevent the onset of major depression among youth in Australia. Epidemiol Psychiatr Sci 2016 Aug 11;26(5):545-564. [CrossRef] [Medline]
- Kreuter M, Farrell D, Olevitch L, Brennan L. Tailoring Health Messages: Customizing Communication With Computer Technology. Mahwah, NJ: Lawrence Erlbaum Associates; 2000.
- Wildeboer G, Kelders SM, van Gemert-Pijnen JE. The relationship between persuasive technology principles, adherence and effect of web-Based interventions for mental health: a meta-analysis. Int J Med Inform 2016 Apr 14;96:71-85. [CrossRef] [Medline]
- Yap MB, Jorm AF, Bazley R, Kelly CM, Ryan SM, Lubman D. Web-based parenting program to prevent adolescent alcohol misuse: rationale and development. Australas Psychiatry 2011 Aug;19(4):339-344. [CrossRef] [Medline]
- van Gemert-Pijnen JE, Nijland N, van Limburg MA, Ossebaard HC, Kelders SM, Eysenbach G, et al. A holistic framework to improve the uptake and impact of eHealth technologies. J Med Internet Res 2011 Dec;13(4):e111 [FREE Full text] [CrossRef] [Medline]
- Sanders MR, Kirby JN. Consumer engagement and the development, evaluation, and dissemination of evidence-based parenting programs. Behav Ther 2012 Jun;43(2):236-250 [FREE Full text] [CrossRef] [Medline]
- Oinas-Kukkonen H, Harjumaa M. Persuasive systems design: key issues, process model, and system features. CAIS 2009;24:485-500 [FREE Full text]
- Yap MB, Pilkington PD, Ryan SM, Kelly C, Jorm AF. Parenting strategies for reducing the risk of adolescent depression and anxiety disorders: a Delphi consensus study. J Affect Disord 2014 Mar;156:67-75. [CrossRef] [Medline]
- Jorm AF. Using the Delphi expert consensus method in mental health research. Aust N Z J Psychiatry 2015 Oct;49(10):887-897. [CrossRef] [Medline]
- Parenting Strategies Program. How to prevent depression and clinical anxiety in your teenager: Strategies for parents. Melbourne: Beyondblue; 2013.
- Cardamone-Breen MC, Jorm AF, Lawrence KA, Mackinnon AJ, Yap MB. The Parenting to Reduce Adolescent Depression and Anxiety Scale: assessing parental concordance with parenting guidelines for the prevention of adolescent depression and anxiety disorders. PeerJ 2017;5:e3825 [FREE Full text] [CrossRef] [Medline]
- Jones T, Prinz R. Potential roles of parental self-efficacy in parent and child adjustment: a review. Clin Psychol Rev 2005 May;25(3):341-363. [CrossRef] [Medline]
- Wittkowski A, Dowling H, Smith DM. Does engaging in a group-based intervention increase parental self-efficacy in parents of preschool children? A systematic review of the current literature. J Child Fam Stud 2016;25(11):3173-3191 [FREE Full text] [CrossRef] [Medline]
- youthinmind. 2017. Youth in Mind: For stressed children and teenagers - and those who care for them URL: http://youthinmind.info/ [WebCite Cache]
- Kelders SM, Kok RN, Ossebaard HC, Van Gemert-Pijnen JE. Persuasive system design does matter: a systematic review of adherence to web-based interventions. J Med Internet Res 2012 Nov 14;14(6):e152 [FREE Full text] [CrossRef] [Medline]
- Richards D, Richardson T. Computer-based psychological treatments for depression: a systematic review and meta-analysis. Clin Psychol Rev 2012 Jun;32(4):329-342. [CrossRef] [Medline]
- Dadds MR, Roth JH. Prevention of anxiety disorders: results of a universal trial with young children. J Child Fam Stud 2007 Aug 15;17(3):320-335. [CrossRef]
- Mohr DC, Cuijpers P, Lehman K. Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions. J Med Internet Res 2011 Mar;13(1):e30 [FREE Full text] [CrossRef] [Medline]
- Restifo K, Bögels S. Family processes in the development of youth depression: translating the evidence to treatment. Clin Psychol Rev 2009 Jun;29(4):294-316. [CrossRef] [Medline]
- Steinberg L, Morris AS. Adolescent development. Annu Rev Psychol 2001;52:83-110. [CrossRef] [Medline]
- Gopalan G, Goldstein L, Klingenstein K, Sicher C, Blake C, McKay MM. Engaging families into child mental health treatment: updates and special considerations. J Can Acad Child Adolesc Psychiatry 2010 Aug;19(3):182-196 [FREE Full text] [Medline]
- Cairns KE, Yap MB, Reavley NJ, Jorm AF. Identifying prevention strategies for adolescents to reduce their risk of depression: a Delphi consensus study. J Affect Disord 2015 Sep 01;183:229-238. [CrossRef] [Medline]
- Christensen H, Petrie K. State of the e-mental health field in Australia: where are we now? Aust N Z J Psychiatry 2013 Feb;47(2):117-120. [CrossRef] [Medline]
- Australian Government. Health. Canberra: Department of Health and Ageing; 2012. E-Mental Health Strategy for Australia URL: http://www.health.gov.au/internet/main/publishing.nsf/content/7C7B0BFEB985D0EBCA257BF0001BB0A6/$File/emstrat.pdf [accessed 2017-12-06] [WebCite Cache]
- Jorm AF, Morgan AJ, Malhi GS. The future of e-mental health. Aust N Z J Psychiatry 2013 Feb;47(2):104-106. [CrossRef] [Medline]
- Ingoldsby EM. Review of interventions to improve family engagement and retention in parent and child mental health programs. J Child Fam Stud 2010 Oct 01;19(5):629-645 [FREE Full text] [CrossRef] [Medline]
- Sanders MR. Triple P-Positive Parenting Program as a public health approach to strengthening parenting. J Fam Psychol 2008 Aug;22(4):506-517. [CrossRef] [Medline]
- Cunningham CE, Deal K, Rimas H, Buchanan DH, Gold M, Sdao-Jarvie K, et al. Modeling the information preferences of parents of children with mental health problems: a discrete choice conjoint experiment. J Abnorm Child Psychol 2008 Oct;36(7):1123-1138. [CrossRef] [Medline]
- Cunningham CE, Rimas H, Chen Y, Deal K, McGrath P, Lingley-Pottie P, et al. Modeling parenting programs as an interim service for families waiting for children's mental health treatment. J Clin Child Adolesc Psychol 2015 Apr;44(4):616-629. [CrossRef] [Medline]
- Cunningham CE, Deal K, Rimas H, Chen Y, Buchanan DH, Sdao-Jarvie K. Providing information to parents of children with mental health problems: a discrete choice conjoint analysis of professional preferences. J Abnorm Child Psychol 2009 Nov;37(8):1089-1102. [CrossRef] [Medline]
- Offord DR, Kraemer HC, Kazdin AE, Jensen PS, Harrington R. Lowering the burden of suffering from child psychiatric disorder: trade-offs among clinical, targeted, and universal interventions. J Am Acad Child Adolesc Psychiatry 1998 Jul;37(7):686-694. [CrossRef] [Medline]
|CBT: cognitive behavioral therapy|
|CeHRes: Center for eHealth Research|
|eHealth: electronic health|
|PIP: Partners in Parenting|
|PSD: Persuasive Systems Design|
|PRADAS: Parenting to Reduce Adolescent Depression and Anxiety Scale|
|RCT: randomized controlled trial|
Edited by J Torous; submitted 17.07.17; peer-reviewed by S Kelders, J Doty, E Davies; comments to author 16.09.17; revised version received 26.10.17; accepted 20.11.17; published 19.12.17Copyright
©Marie BH Yap, Katherine A Lawrence, Ronald M Rapee, Mairead C Cardamone-Breen, Jacqueline Green, Anthony F Jorm. Originally published in JMIR Mental Health (http://mental.jmir.org), 19.12.2017.
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