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Bapuji SB, Hansen A, Marembo MH, Olivier P, Yap MBH. Modifiable parental factors associated with the mental health of youth from immigrant families in high-income countries: A systematic review and meta-analysis. Clin Psychol Rev 2024; 110:102429. [PMID: 38643664 DOI: 10.1016/j.cpr.2024.102429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 02/06/2024] [Accepted: 04/04/2024] [Indexed: 04/23/2024]
Abstract
Parental factors play a major role in youth mental health and many youth in high-income countries have at least one overseas-born parent. It is, hence, important to understand how immigrant parenting is associated with youth mental health in high-income countries. Following PRISMA guidelines, this review sought to identify modifiable parental factors to inform parenting interventions to prevent mental health problems in youth aged 0-18 years whose parents migrated voluntarily for economic reasons from low and middle-income countries to high-income countries. Sixteen parental factors were identified from 56 studies that were associated with five outcomes - youth self-esteem (k = 17), general stress (k = 4), acculturative stress (k = 4), anxiety symptoms (k = 9), and depressive symptoms (k = 41). A sound evidence base was found for one or more of these outcomes associated with protective factors - caring and supportive parenting and parental monitoring; and risk factors - parent-youth acculturative and general conflict, parental withdrawal, interparental conflict, and parent mental health problems. This systematic review and meta-analysis identified immigrant parental factors that have robust associations with youth mental health outcomes. These findings can be used to inform parenting interventions and support immigrant parents in preventing youth mental health problems.
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Affiliation(s)
- Sunita Bayyavarapu Bapuji
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, 18 Innovation Walk, Clayton campus, VIC 3800, Australia
| | - Ashlyn Hansen
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, 18 Innovation Walk, Clayton campus, VIC 3800, Australia
| | - Miriam H Marembo
- Department of Econometrics & Business Statistics, Monash University, 20 Chancellor's Walk, Clayton Campus, Wellington Road, Clayton, VIC 3800, Australia
| | - Patrick Olivier
- Action Lab, Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Australia
| | - Marie Bee Hui Yap
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, 18 Innovation Walk, Clayton campus, VIC 3800, Australia.
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Smout A, Melvin G, Jorm A, Yap MBH. Adapting a coach-assisted web-based intervention for parents of adolescents who refuse school: qualitative study with users of the Partners in Parenting Plus programme. BJPsych Open 2024; 10:e68. [PMID: 38487861 PMCID: PMC10951848 DOI: 10.1192/bjo.2024.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 12/12/2023] [Accepted: 01/24/2024] [Indexed: 03/22/2024] Open
Abstract
BACKGROUND School refusal is a heterogenous problem which typically emerges in adolescence and co-occurs with internalising disorders. A substantial proportion of adolescents do not respond to existing treatment modalities; thus, novel, effective intervention options are needed. Partners in Parenting Plus (PiP+) is a coach-assisted, web-based intervention designed to empower parents to respond to adolescent internalising disorders. AIMS To conduct a process evaluation of PiP+ and identify programme adaptations required to meet the needs of parents of adolescents who refuse school. METHOD Semi-structured interviews were conducted with 14 Australian mothers who had: (a) received the PiP+ programme (not tailored for school refusal) during a prior research trial; and (b) reported that their adolescent was refusing school during their participation in PiP+. Inductive thematic analysis was used to analyse interview transcripts. RESULTS Participants were 41-53 years old (M = 47.8) and parenting adolescent children aged 14-17 years (M = 14.9). Three themes illustrated how PiP+ features met or could better meet the needs of parents of adolescents who were refusing school: (a) feeling heard, supported and respected; (b) relevance to me and my context; and (c) seeing positive changes. Participants had favourable views of PiP+, especially coached components. Participants requested programme enhancements to better meet the needs of parents of neurodiverse adolescents and discussed the impact of cumulative help-seeking 'failures' on self-efficacy and locus of control. CONCLUSIONS PiP+ was highly acceptable to the majority of parents navigating the issue of school refusal. This has implications for the enhancement of coach-assisted parenting interventions and the context-specific adaptation of PiP+ for school refusal.
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Affiliation(s)
- Anna Smout
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Glenn Melvin
- School of Psychology, Deakin University, Melbourne, Victoria, Australia
| | - Anthony Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Victoria, Australia
| | - Marie B. H. Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia; and Melbourne School of Population and Global Health, University of Melbourne, Victoria, Australia
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Aldridge G, Tomaselli A, Nowell C, Reupert A, Jorm A, Yap MBH. Engaging Parents in Technology-Assisted Interventions for Childhood Adversity: Systematic Review. J Med Internet Res 2024; 26:e43994. [PMID: 38241066 PMCID: PMC10837762 DOI: 10.2196/43994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 04/28/2023] [Accepted: 11/30/2023] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND Youth mental health problems are a major public health concern and are strongly associated with adverse childhood experiences (ACEs). Technology-assisted parenting programs can intervene with ACEs that are within a parent's capacity to modify. However, engagement with such programs is suboptimal. OBJECTIVE This review aims to describe and appraise the efficacy of strategies used to engage parents in technology-assisted parenting programs targeting ACEs on the behavioral and subjective outcomes of engagement. METHODS Using PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) reporting guidelines, we conducted a systematic review of peer-reviewed papers that described the use of at least 1 engagement strategy in a technology-assisted parenting program targeting ACEs that are within a parent's capacity to modify. A total of 8 interdisciplinary bibliographic databases (CENTRAL, CINAHL, Embase, OVID MEDLINE, OVID PsycINFO, Scopus, ACM, and IEEE Xplore) and gray literature were searched. The use of engagement strategies and measures was narratively synthesized. Associations between specific engagement strategies and engagement outcomes were quantitatively synthesized using the Stouffer method of combining P values. RESULTS We identified 13,973 articles for screening. Of these, 156 (1.12%) articles were eligible for inclusion, and 29 (18.2%) of the 156 were associated with another article; thus, 127 studies were analyzed. Preliminary evidence for a reliable association between 5 engagement strategies (involving parents in a program's design, delivering a program on the web compared to face-to-face, use of personalization or tailoring features, user control features, and provision of practical support) and greater engagement was found. Three engagement strategies (professional support features, use of videos, and behavior change techniques) were not found to have a reliable association with engagement outcomes. CONCLUSIONS This review provides a comprehensive assessment and description of the use of engagement strategies and engagement measures in technology-assisted parenting programs targeting parenting-related ACEs and extends the current evidence with preliminary quantitative findings. Heterogeneous definition and measurement of engagement and insufficient engagement outcome data were caveats to this synthesis. Future research could use integrated definitions and measures of engagement to support robust systematic evaluations of engagement in this context. TRIAL REGISTRATION PROSPERO CRD42020209819; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=209819.
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Affiliation(s)
- Grace Aldridge
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Alessandra Tomaselli
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Clare Nowell
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Andrea Reupert
- School of Educational Psychology and Counselling, Monash University, Clayton, Australia
| | - Anthony Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Marie Bee Hui Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
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Morgan MHC, Huber-Krum S, Willis LA, Shortt JW. A Literature Review of Digital Behavioral Parent Training Programs for Parents of Adolescents. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2024; 25:155-174. [PMID: 37843761 PMCID: PMC10964266 DOI: 10.1007/s11121-023-01596-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/02/2023] [Indexed: 10/17/2023]
Abstract
Parents of adolescents are faced with a variety of challenges related to their children's behavior and development. Behavioral parent training (BPT) programs may be effective strategies to mitigate adverse childhood experiences (ACEs) and other common behavioral problems in the adolescent period. Adolescence is the period following the onset of puberty and describes the transition from childhood to adulthood. Digital BPTs, including those delivered via the internet, downloaded digital content, text message, tablet, and video call, may present a unique opportunity to reach a broad audience of parents of adolescents by removing barriers to program accessibility (e.g., cost and transportation). We conducted a literature review to synthesize the existing evidence on digital BPTs for parents of adolescents. We described the digital BPTs, study designs, and evaluation and feasibility outcomes. A structured literature search identified studies meeting the following criteria for inclusion: (a) published between January 2000 and October 2022, (b) peer-reviewed, (c) available in English language, (d) study included a description of a digital BPT methodological approach, (e) study had to identify at least one parent or child behavioral outcome (e.g., parent-reported communication with their child) or feasibility outcome associated with the digital BPT, and (f) study included parents of adolescents aged 10-18 years. We extracted data on the characteristics of the study and demographic characteristics of participants, digital BPT, and evaluation and feasibility outcomes. Twenty-eight studies met inclusion criteria. Twenty-two unique digital BPTs were evaluated across the published studies. Thirteen digital BPTs (59.1%) were developed from or grounded by an identified theory. Six digital BPTs were freely accessible by the public, while the remaining 16 were available through study participation or purchase. One digital BPT was specifically tailored to parents of adolescents of a racial/ethnic minority group. Of the 16 studies that reported either parent or adolescent race/ethnicity, 10 consisted of more than 50% White parent or adolescent participants. Twenty-four (88.9%) studies provided evaluation data for the digital BPT. Fourteen studies (63.6%) employed a randomized control trial study design, and the remaining study designs included quasi-experimental (n = 2), mixed methods (n = 1), open trial (n = 3), case study (n = 1), pretest-posttest design (n = 1), and feasibility and acceptability trial (n = 2). All studies reported improvements in at least one parent-reported or adolescent-reported behavioral outcome or feasibility outcomes, with effect sizes (Cohen's d) ranging from small (e.g., 0.20-0.49) to very large (e.g., > 1.20). The findings of this review illustrate that technology may be a valuable way to deliver BPTs to parents of adolescents. However, few digital BPTs were developed for parents of adolescents from racial/ethnic minority groups, and many digital BPTs were not available without cost or participation in a research study. Considerations for future research are discussed.
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Affiliation(s)
- Mary Harbert C Morgan
- Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, USA.
| | - Sarah Huber-Krum
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, USA
| | - Leigh A Willis
- Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, USA
| | - Joann Wu Shortt
- Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, USA
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Chockalingam M, Skinner K, Melvin G, Yap MBH. Modifiable Parent Factors Associated with Child and Adolescent School Refusal: A Systematic Review. Child Psychiatry Hum Dev 2023; 54:1459-1475. [PMID: 35397716 PMCID: PMC10435607 DOI: 10.1007/s10578-022-01358-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 03/21/2022] [Accepted: 03/26/2022] [Indexed: 11/03/2022]
Abstract
School refusal is a complex problem that refers to difficulty attending/remaining at school due to emotional distress about attendance. Despite its occurrence being associated with negative outcomes, many are unresponsive to the current treatment options. While parent factors have a key role to play in school refusal, they are not adequately addressed in existing treatments. Further research is needed to consolidate understanding and implement new treatments. Employing the PRISMA method, this review aims to identify modifiable parent factors associated with child and/or adolescent school refusal. Eight studies met inclusion criteria from which nine factors were identified. Factors found to be associated with school refusal included: parent psychopathology, family functioning and maternal overprotection (communication subdomain). Other factors such as maternal overprotection (affection, assistance and travel subdomains) and parental self-efficacy had weak or inconsistent results warranting further investigation. Overall, findings call for action in this field that has sparse and dated literature.
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Affiliation(s)
- Meena Chockalingam
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia.
| | - Kayan Skinner
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia.
| | - Glenn Melvin
- School of Psychology, Centre for Social and Early Emotional Development, Deakin University, Melbourne, Australia.
| | - Marie B H Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia.
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
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David OA, Fodor LA, Dascăl MD, Miron IS. The efficacy of online parenting interventions in addressing emotional problems in children and adolescents: A meta-analysis of randomized controlled trials. Int J Soc Psychiatry 2023; 69:1100-1112. [PMID: 36860086 DOI: 10.1177/00207640231156034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
BACKGROUND Parenting interventions offer opportunities for reducing emotional problems in children and adolescents, based on addressing parental risk and protective factors. Online parenting interventions were developed more recently to increase access to interventions for parents, and the aim of this systematic review and meta-analysis is to investigate their efficacy. METHODS We conducted a meta-analysis pooling studies that tested online parenting interventions having as outcome emotional problems in children/adolescents. We considered as secondary outcome parent mental health and moderation effects for the type of population, intervention characteristics, and risk of bias. RESULTS Thirty-one studies met the inclusion criteria and were included in the meta-analysis. For child/adolescent emotional problems, at post-intervention, 13 studies were pooled, yielding an ES of g = -0.26 (95% CI [-0.41, -0.11]; p < .001) favoring the online parental interventions over wait-list, while at follow-up five RCTs were pooled, yielding an ES of g = -0.14 (95% CI [-0.25, -0.02]; p = .015) favoring the parental online interventions over wait-list. Moderation analyses suggest that longer online parenting programs are more effective in improving child emotional problems. CONCLUSIONS Online parent programs have positive effects on reducing emotional symptoms in children and adolescents. Future research will need to develop and investigate the efficacy of the programs that can personalize their contents and delivery methods.
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Affiliation(s)
- Oana A David
- DATA Lab, International Institute for Advanced Studies in Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania
- Department of Clinical Psychology and Psychotherapy, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Liviu A Fodor
- DATA Lab, International Institute for Advanced Studies in Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania
- Evidence Based Psychological Assessment and Interventions Doctoral School, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Marina D Dascăl
- DATA Lab, International Institute for Advanced Studies in Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania
- Evidence Based Psychological Assessment and Interventions Doctoral School, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Ionela S Miron
- DATA Lab, International Institute for Advanced Studies in Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania
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Savaglio M, Yap MBH, Smith T, Vincent A, Skouteris H. "I literally had no support": barriers and facilitators to supporting the psychosocial wellbeing of young people with mental illness in Tasmania, Australia. Child Adolesc Psychiatry Ment Health 2023; 17:67. [PMID: 37296407 DOI: 10.1186/s13034-023-00621-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND There has been limited focus on understanding the barriers and facilitators to meeting the broader psychosocial needs of young people with mental illness from the perspectives of young people. This is required to advance the local evidence base and inform service design and development. The aim of this qualitative study was to explore young people's (10-25 years) and carers' experiences of mental health services, focusing on barriers and facilitators to services supporting young people's psychosocial functioning. METHODS This study was conducted throughout 2022 in Tasmania, Australia. Young people with lived experience of mental illness were involved in all stages of this research. Semi-structured interviews were conducted with 32 young people aged 10-25 years with experience of mental illness, and 29 carers (n = 12 parent-child dyads). Qualitative analysis was guided by the Social-Ecological Framework to identify barriers and facilitators at the individual (young person/carer level), interpersonal, and service/systemic level. RESULTS Young people and carers identified eight barriers and six facilitators across the various levels of the Social-Ecological Framework. Barriers included, at the individual level: (1) the complexity of young people's psychosocial needs and (2) lack of awareness/knowledge of services available; at the interpersonal level: (3) negative experiences with adults and (4) fragmented communication between services and family; and at the systemic level: (5) lack of services; (6) long waiting periods; (7) limited service accessibility; and (8) the missing middle. Facilitators included, at the individual level: (1) education for carers; at the interpersonal level: (2) positive therapeutic relationships and (3) carer advocacy/support; and at the systemic level: (4) flexible or responsive services, (5) services that address the psychosocial factors; and (6) safe service environments. CONCLUSIONS This study identified key barriers and facilitators to accessing and utilising mental health services that may inform service design, development, policy and practice. To enhance their psychosocial functioning, young people and carers want lived-experience workers to provide practical wrap-around support, and mental health services that integrate health and social care, and are flexible, responsive and safe. These findings will inform the co-design of a community-based psychosocial service to support young people experiencing severe mental illness.
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Affiliation(s)
- Melissa Savaglio
- Health and Social Care Unit, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Marie B H Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Toni Smith
- Health and Social Care Unit, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | | | - Helen Skouteris
- Health and Social Care Unit, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia.
- Warwick Business School, University of Warwick, Coventry, UK.
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Connor C, Mbh Y, Warwick J, Birchwood M, De Valliere N, Madan J, Melvin GA, Padfield E, Patterson P, Petrou S, Raynes K, Stewart-Brown S, Thompson A. An online parenting intervention to prevent affective disorders in high-risk adolescents: the PIPA trial protocol. Trials 2022; 23:655. [PMID: 35971178 PMCID: PMC9376903 DOI: 10.1186/s13063-022-06563-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 07/18/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Adolescent depression can place a young person at high risk of recurrence and a range of psychosocial and vocational impairments in adult life, highlighting the importance of early recognition and prevention. Parents/carers are well placed to notice changes in their child's emotional wellbeing which may indicate risk, and there is increasing evidence that modifiable factors exist within the family system that may help reduce the risk of depression and anxiety in an adolescent. A randomised controlled trial (RCT) of the online personalised 'Partners in Parenting' programme developed in Australia, focused on improving parenting skills, knowledge and awareness, showed that it helped reduce depressive symptoms in adolescents who had elevated symptom levels at baseline. We have adapted this programme and will conduct an RCT in a UK setting. METHODS In total, 433 family dyads (parents/carers and children aged 11-15) will be recruited through schools, social media and parenting/family groups in the UK. Following completion of screening measures of their adolescent's depressive symptoms, parents/carers of those with elevated scores will be randomised to receive either the online personalised parenting programme or a series of online factsheets about adolescent development and wellbeing. The primary objective will be to test whether the personalised parenting intervention reduces depressive symptoms in adolescents deemed at high risk, using the parent-reported Short Mood & Feelings Questionnaire. Follow-up assessments will be undertaken at 6 and 15 months and a process evaluation will examine context, implementation and impact of the intervention. An economic evaluation will also be incorporated with cost-effectiveness of the parenting intervention expressed in terms of incremental cost per quality-adjusted life year gained. DISCUSSION Half of mental health problems emerge before mid-adolescence and approximately three-quarters by mid-20s, highlighting the need for effective preventative strategies. However, few early interventions are family focused and delivered online. We aim to conduct a National Institute for Health and Care Research (NIHR) funded RCT of the online personalised 'Partners in Parenting' programme, proven effective in Australia, targeting adolescents at risk of depression to evaluate its effectiveness, cost-effectiveness and usability in a UK setting. TRIAL REGISTRATION {2A}: ISRCTN63358736 . Registered 18 September 2019.
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Affiliation(s)
- C Connor
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK.
| | - Yap Mbh
- Monash University, Melbourne, Australia
| | - J Warwick
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - M Birchwood
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - N De Valliere
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - J Madan
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | | | - E Padfield
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - P Patterson
- Birmingham Women's & Children's NHS Foundation Trust, Birmingham, UK
| | - S Petrou
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - K Raynes
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - S Stewart-Brown
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - A Thompson
- University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
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Khor SPH, Fulgoni CM, Lewis D, Melvin GA, Jorm AF, Lawrence K, Bei B, Yap MBH. Short-term outcomes of the Therapist-assisted Online Parenting Strategies intervention for parents of adolescents treated for anxiety and/or depression: A single-arm double-baseline trial. Aust N Z J Psychiatry 2022; 56:695-708. [PMID: 34231423 DOI: 10.1177/00048674211025695] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVE This study aimed to evaluate whether the Therapist-assisted Online Parenting Strategies programme increased parenting behaviours known to be supportive of adolescents experiencing anxiety and/or depression. Secondary parenting outcomes of parental self-efficacy, parental accommodation, carer burden, parent-adolescent attachment, family functioning and parent distress were also examined, along with adolescent outcomes of anxiety and depression symptoms, suicidal ideation and sleep. METHOD Seventy-one parents (94.4% females) and their adolescents (73.2% females) aged 12-18 years (Mean = 15.02, SD = 1.56) being treated for depression and/or anxiety in Australia were recruited into a single-arm double-baseline open-label trial. Parents received Therapist-assisted Online Parenting Strategies, which comprised up to nine web-based modules each supplemented with coaching sessions via videoconferencing. Outcomes were analysed using latent growth curve modelling to determine if changes to outcomes at post-intervention (4 month post-second baseline) exceeded changes between two baselines measured 1 month apart. RESULTS Sixty-five parents (91.6%) completed at least one module of the online parenting intervention and on average received nine coaching sessions (SD = 2). Parenting behaviours targeted by Therapist-assisted Online Parenting Strategies improved at post-intervention (Cohen's d = 1.16, 95% confidence interval [0.78, 1.51]). Parent-reported parental self-efficacy and parent-adolescent attachment increased (Cohen's d = 1.44 [1.05, 1.82] and 0.39 [0.05, 0.74], respectively), while impairments to family functioning and parent distress decreased (Cohen's d = -0.51 [-0.86, -0.16] and -0.84 [-1.23, -0.44], respectively). Changes to adolescent anxiety, depression and sleep were not significant. CONCLUSION The Therapist-assisted Online Parenting Strategies intervention improved self-reported parenting behaviours, parental self-efficacy, parent levels of distress, parent-adolescent attachment, and family functioning in parents with adolescents being treated for anxiety and/or depression. However, significant changes in adolescent mental health and sleep outcomes at post-intervention were not observed. The usefulness of a therapist-supported online parenting programme in addressing a service gap for parents seeking professional help is indicated. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry Number (ACTRN) 12618000290291, prospectively registered on 26 February 2018; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=368031.
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Affiliation(s)
- Sarah Pheik Hoon Khor
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Catherine Margaret Fulgoni
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Deborah Lewis
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Glenn A Melvin
- School of Psychology, Deakin University, Melbourne, VIC, Australia.,Centre for Educational Development, Appraisal and Research, University of Warwick, Coventry, UK
| | - Anthony F Jorm
- School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Katherine Lawrence
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Bei Bei
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Marie Bee Hui Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia.,School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
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Brandl L, Cabrita M, Brodbeck J, Heylen D, van Velsen L. Consulting the Oracle: A Delphi study for determining parameters for a mental health user profile and personalization strategy for an online service to aid grieving older adults. Internet Interv 2022; 28:100534. [PMID: 35462943 PMCID: PMC9019256 DOI: 10.1016/j.invent.2022.100534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 03/29/2022] [Accepted: 04/01/2022] [Indexed: 11/16/2022] Open
Abstract
While much effort has been devoted to the development of mental e-health interventions, the tailoring of these applications to user characteristics and needs is a comparatively novel field of research. The premise of personalizing mental e-health interventions is that personalization increases user motivation and (thereby) mitigates intervention dropout and enhances clinical effectiveness. In this study, we selected user profile parameters for personalizing a mental e-health intervention for older adults who lost their spouse. We conducted a three-round Delphi study involving an international and interdisciplinary expert panel (N = 16) with two objectives. The first aim was to elicit adaptation strategies that can be used to dynamically readjust the intervention to the user's needs. The second aim was to identify a set of meaningful indicators for monitoring the user from within the grief intervention to escalate from self-help to blended care, whenever advisable. This Delphi study used as starting point an evaluated, text-based grief intervention composed of ten modules, including psychoeducation about grief and cognitive-behavioral exercises to support the user in adjusting their lives after bereavement. Every user follows this grief intervention in a linear fashion from beginning to end. The resulting conceptual adaptation model encompasses dynamic adjustments, as well as one-time adjustments performed at the initialization of the service. On the level of the application structure, the adaptations affect when which topic module is presented to the user. The adaptations further provide strategies for adjusting the text-based content of individual intervention modules dependent on user characteristics and for selecting appropriate reactions to user input. Eighteen monitoring parameters were elicited and grouped into four categories: clinical, behavioral/emotional, interactive, and external. Parameters that were perceived as most urgent to attend to for escalation were Suicidality, Self-destructive behavior, Client-initiated escalation, Unresponsiveness and (Complicated) Grief symptoms.
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Affiliation(s)
- Lena Brandl
- Roessingh Research and Development, P.O. Box 1212, Enschede, the Netherlands,University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Human Media Interaction, P.O. Box 217, 7500AE Enschede, the Netherlands,Corresponding author at: University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Human Media Interaction, P.O. Box 217, 7500AE Enschede, the Netherlands.
| | - Miriam Cabrita
- Roessingh Research and Development, P.O. Box 1212, Enschede, the Netherlands,University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Biomedical Signals and Systems, P.O. Box 217, 7500AE Enschede, the Netherlands
| | - Jeannette Brodbeck
- Institute for Consulting, Coaching and Social Management, FHNW School of Social Work, Riggenbachstrasse 16, 4600 Olten, Switzerland,Universität Bern, Institut für Psychologie, Fabrikstrasse 8, 3012 Bern, Switzerland
| | - Dirk Heylen
- University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Human Media Interaction, P.O. Box 217, 7500AE Enschede, the Netherlands
| | - Lex van Velsen
- Roessingh Research and Development, P.O. Box 1212, Enschede, the Netherlands,University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Biomedical Signals and Systems, P.O. Box 217, 7500AE Enschede, the Netherlands
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11
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Broomfield G, Brown SD, Yap MB. Socioeconomic factors and parents' preferences for internet- and mobile-based parenting interventions to prevent youth mental health problems: A discrete choice experiment. Internet Interv 2022; 28:100522. [PMID: 35309756 PMCID: PMC8924632 DOI: 10.1016/j.invent.2022.100522] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 02/12/2022] [Accepted: 03/05/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND The positive impact of parenting programs for youth mental health is undermined by difficulties engaging parents. Low engagement disproportionately impacts parents of lower-socioeconomic positions (SEPs). Internet- and mobile-based interventions hold potential for overcoming barriers to enrolment, but additional research is needed to understand how programs can appropriately meet the needs of parents across SEPs. Consumer preference methods such as discrete choice experiments may be valuable in this endeavour. METHOD A discrete choice experiment was used to determine the relative influence of modifiable program features on parents' intent to enrol. 329 Australian parents of children aged 0-18 repeatedly selected their preferred program from randomized sets of hypothetical programs in an online survey. Each hypothetical program was unique, varying across four program features: module duration, program platform, user control, and program cost. Cumulative link models were used to predict choices, with education, household income, and community advantage used as indicators of SEP. RESULTS Overall, parents preferred cheaper programs and briefer modules. Parents' preferences differed based on their socioeconomic challenges. Lower-income parents preferred briefer modules, cheaper programs and application-based programs compared to higher-income parents. Parents with less education preferred briefer modules and a predefined module order. Parents living in areas of less advantage preferred website-based programs, user choice of module order, and more expensive programs. CONCLUSIONS This study offers program developers evidence-based strategies for tailoring internet- and mobile-based parenting interventions to increase lower-SEP parent enrolment. Findings also highlight the importance of considering parents' socioeconomic challenges to ensure programs do not perpetuate existing mental health inequalities, as "one-size-fits-all" approaches are likely insufficient for reaching lower-SEP parents.
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Affiliation(s)
- Grace Broomfield
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia
| | - Scott D. Brown
- School of Psychological Sciences, The University of Newcastle, Callaghan, Australia
| | - Marie B.H. Yap
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia,Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia,Corresponding author at: Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, 18 Innovation Walk, Clayton, Melbourne 3800, Australia.
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12
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Kip H, Keizer J, da Silva MC, Beerlage-de Jong N, Köhle N, Kelders SM. Methods for Human-Centered eHealth Development: Narrative Scoping Review. J Med Internet Res 2022; 24:e31858. [PMID: 35084359 PMCID: PMC8832261 DOI: 10.2196/31858] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 10/29/2021] [Accepted: 11/15/2021] [Indexed: 12/16/2022] Open
Abstract
Background Thorough holistic development of eHealth can contribute to a good fit among the technology, its users, and the context. However, despite the availability of frameworks, not much is known about specific research activities for different aims, phases, and settings. This results in researchers having to reinvent the wheel. Consequently, there is a need to synthesize existing knowledge on research activities for participatory eHealth development processes. Objective The 3 main goals of this review are to create an overview of the development strategies used in studies based on the CeHRes (Center for eHealth Research) Roadmap, create an overview of the goals for which these methods can be used, and provide insight into the lessons learned about these methods. Methods We included eHealth development studies that were based on the phases and/or principles of the CeHRes Roadmap. This framework was selected because of its focus on participatory, iterative eHealth design in context and to limit the scope of this review. Data were extracted about the type of strategy used, rationale for using the strategy, research questions, and reported information on lessons learned. The most frequently mentioned lessons learned were summarized using a narrative, inductive approach. Results In the included 160 papers, a distinction was made between overarching development methods (n=10) and products (n=7). Methods are used to gather new data, whereas products can be used to synthesize previously collected data and support the collection of new data. The identified methods were focus groups, interviews, questionnaires, usability tests, literature studies, desk research, log data analyses, card sorting, Delphi studies, and experience sampling. The identified products were prototypes, requirements, stakeholder maps, values, behavior change strategies, personas, and business models. Examples of how these methods and products were applied in the development process and information about lessons learned were provided. Conclusions This study shows that there is a plethora of methods and products that can be used at different points in the development process and in different settings. To do justice to the complexity of eHealth development, it seems that multiple strategies should be combined. In addition, we found no evidence for an optimal single step-by-step approach to develop eHealth. Rather, researchers need to select the most suitable research methods for their research objectives, the context in which data are collected, and the characteristics of the participants. This study serves as a first step toward creating a toolkit to support researchers in applying the CeHRes Roadmap to practice. In this way, they can shape the most suitable and efficient eHealth development process.
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Affiliation(s)
- Hanneke Kip
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands.,Department of Research, Transfore, Deventer, Netherlands
| | - Julia Keizer
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Marcia C da Silva
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Nienke Beerlage-de Jong
- Department of Health Technology & Services Research, University of Twente, Enschede, Netherlands
| | - Nadine Köhle
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Saskia M Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands.,Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa
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13
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Beckman L, Hellström L. Views on Adolescents' Mental Health in Sweden-A Qualitative Study among Different Professionals Working with Adolescents. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10694. [PMID: 34682441 PMCID: PMC8570328 DOI: 10.3390/ijerph182010694] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/07/2021] [Accepted: 10/09/2021] [Indexed: 01/01/2023]
Abstract
Professionals who meet and work with adolescents hold important information and perspectives on adolescents' mental health that, in addition to the adolescents' voices, can shed light on complex issues. The aim was to explore professionals' views on what challenges they face and how they can strengthen today's adolescents' mental health. This study involves four group interviews, conducted in March and October of 2020, including professionals with different working backgrounds. Data were analyzed with a qualitative content analysis. Two categories emerged: navigating life arenas and support for mental health. The first category included the demanding aspects of school, the challenges of social media, and the professionals' thoughts on which pieces of mental health knowledge adolescents are lacking. The second category included what the professionals thought today's parents need to develop and do to best support their children. Moreover, self-critical views were expressed on which aspects the professionals could do better to improve adolescents' mental health. In conclusion, listening to professionals working with adolescents talk about adolescents' mental health gives important insights. According to the professionals, both adolescents and their parents need improved life skills, including a strengthened and empowered self-esteem as well as improved mental health literacy.
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Affiliation(s)
- Linda Beckman
- Department of Public Health Science, Karlstad University, 651 88 Karlstad, Sweden
| | - Lisa Hellström
- Department of School Development and Leadership, Malmö University, 211 19 Malmö, Sweden;
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14
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Engaging Parents of Lower-Socioeconomic Positions in Internet- and Mobile-Based Interventions for Youth Mental Health: A Qualitative Investigation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18179087. [PMID: 34501675 PMCID: PMC8430954 DOI: 10.3390/ijerph18179087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/25/2021] [Accepted: 08/26/2021] [Indexed: 01/03/2023]
Abstract
Growing literature supports the use of internet- and mobile-based interventions (IMIs) targeting parenting behaviours to prevent child and adolescent mental health difficulties. However, parents of lower-socioeconomic positions (SEP) are underserved by these interventions. To avoid contributing to existing mental health inequalities, additional efforts are needed to understand the engagement needs of lower-SEP parents. This study qualitatively explored lower-SEP parents’ perspectives on how program features could facilitate their engagement in IMIs for youth mental health. We conducted semi-structured interviews with 16 lower-SEP parents of children aged 0–18 to identify important program features. Participants were mostly female (81.3%) and aged between 26 and 56 years. Transcriptions were analysed using inductive thematic analysis. Twenty-three modifiable program features important to lower-SEP parents’ engagement in IMIs were identified. These features aligned with one of three overarching themes explaining their importance to parents’ willingness to engage: (1) It will help my child; (2) I feel like I can do it; (3) It can easily fit into my life. The relative importance of program features varied based on parents’ specific social and economic challenges. These findings offer initial directions for program developers in optimising IMIs to overcome barriers to engagement for lower-SEP parents.
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15
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Peer network Status and Depressive Symptoms Among Early Adolescents: Testing the Mediating Effects of Metaperception and Loneliness. SCHOOL MENTAL HEALTH 2021. [DOI: 10.1007/s12310-020-09409-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
AbstractPrevious research shows that deficits in social relationships increase the risk of depression. This study tests the hypothesis that among early adolescents, their status in their peer network (likeability/dislikeability) will be associated with depressive symptoms but only indirectly, through the subjective perception of this status (positive/negative metaperception) and loneliness (feeling of social isolation). Data were collected using sociometric methods and self-report scales from 388 students aged 12–13. Path analysis was applied to verify the hypothesized relationships between the study variables. The findings indicate that: (1) status in the peer network and its perception affect depressive symptoms only indirectly, through loneliness; (2) depressive symptoms depend directly on loneliness alone; (3) status in the peer network does not directly translate into loneliness—its effect is mediated by metaperception; (4) the negative dimension of the peer network status indirectly affects both loneliness and depressive symptoms more strongly than the positive one. The main limitation of the research is its cross-sectional design, which precludes definite conclusions about the direction of the relationships observed. The results obtained help to clarify the complex mechanisms through which objective status in the peer network, its subjective perception and feelings of loneliness contribute to the severity of depressive symptoms among early adolescents. On the practical side, the findings highlight the importance of developing and implementing interventions targeting both the objective and subjective aspects of social relations for the prevention of depression in this age group.
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Khor SPH, McClure A, Aldridge G, Bei B, Yap MBH. Modifiable parental factors in adolescent sleep: A systematic review and meta-analysis. Sleep Med Rev 2020; 56:101408. [PMID: 33326915 DOI: 10.1016/j.smrv.2020.101408] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 08/03/2020] [Accepted: 08/04/2020] [Indexed: 01/01/2023]
Abstract
Sleep problems are prevalent during adolescence, but parents may be able to support adolescents to sleep better. A systematic search of records from six databases from inception up to November 2019, identified 103 peer-reviewed publications that examined behaviourally and cognitively modifiable parental factors associated with sleep in adolescents aged 12-18 years. Although included studies were largely cross-sectional and heterogeneous, with heavy reliance on self-reported measures, associations with sound, convergent levels of evidence were found for: 1) parental rule-setting for bedtimes and parent sleep behaviours with longer sleep duration in adolescents; 2) healthy parent sleep and family functioning with better adolescent sleep quality; and 3) parental warmth with better adolescent daytime functioning. Effect sizes were in the small to moderate range. The identified parental factors are recommended targets for inclusion in parenting programs to support adolescent sleep, however, would require validation in intervention studies. Opportunities for research are outlined for the identified parental factors, sleep domains with limited evidence, and better understanding the mechanisms or possible moderators in the associations between parental factors and sleep outcomes.
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Affiliation(s)
- Sarah P H Khor
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Australia
| | - Anne McClure
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Australia
| | - Grace Aldridge
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Australia
| | - Bei Bei
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Australia
| | - Marie B H Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Australia; School of Population and Global Health, University of Melbourne, Australia.
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17
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Hansen A, Broomfield G, Yap MBH. A systematic review of technology‐assisted parenting programs for mental health problems in youth aged 0–18 years: Applicability to underserved Australian communities. AUSTRALIAN JOURNAL OF PSYCHOLOGY 2020. [DOI: 10.1111/ajpy.12250] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ashlyn Hansen
- School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Victoria, Australia,
| | - Grace Broomfield
- School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Victoria, Australia,
| | - Marie B. H. Yap
- School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Victoria, Australia,
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia,
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18
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Fulgoni CM, Melvin GA, Jorm AF, Lawrence KA, Yap MB. The Therapist-assisted Online Parenting Strategies (TOPS) program for parents of adolescents with clinical anxiety or depression: Development and feasibility pilot. Internet Interv 2019; 18:100285. [PMID: 31890632 PMCID: PMC6926173 DOI: 10.1016/j.invent.2019.100285] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 09/30/2019] [Accepted: 10/05/2019] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE To develop a Therapist-assisted Online Parenting Strategies (TOPS) program that is acceptable to parents whose adolescents have anxiety and/or depressive disorders, using a consumer consultation approach. METHODS The TOPS intervention was developed via three linked studies. Study 1 involved content analysis of feedback from participants (N = 56) who received a web-based preventive parenting intervention called Partners in Parenting (PiP), as part of a randomised controlled trial. Study 2 involved stakeholder consultations with: (i) parents of adolescents aged 12-17 years (N = 6), and (ii) mental health professionals (N = 28), to identify adaptations to PiP that are required to make it appropriate for parents of adolescents with anxiety and depressive disorders. Study 3 was a pilot of the resulting TOPS program with professionals (N = 10) and a small sample of parents (N = 3) to assess the acceptability of the program content and format that involved online modules and videoconferencing coaching. RESULTS Study 1 indicated a need for an enhanced program for parents whose adolescents are experiencing anxiety and depressive disorders, while findings from Study 2 informed the content of the new TOPS program. In Study 3, mental health professionals endorsed the structure and content, while parents affirmed the acceptability of the TOPS program. Feedback from Studies 2 and 3 indicated that the therapist-coach was a valuable resource to (i) provide parents with strategies that are associated with the alleviation of adolescent anxiety and depression, (ii) discuss difficulties in implementing these strategies, (iii) assist parents with overcoming these difficulties; and (iv) support the development of a relapse prevention plan. Professionals felt that the TOPS program would broaden parental knowledge about how to recognise and respond to symptoms of clinical anxiety and depression in their adolescent. CONCLUSIONS This study provided preliminary support for the feasibility, acceptability and perceived usefulness of the TOPS program.
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Affiliation(s)
- Catherine M.F. Fulgoni
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Glenn A. Melvin
- School of Psychology, Deakin University, Burwood, VIC 3125, Australia,Centre for Educational Development, Appraisal and Research, University of Warwick, Coventry, UK
| | - Anthony F. Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Katherine A. Lawrence
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Marie B.H. Yap
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia,Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia,Corresponding author at: Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia.
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19
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Yap MBH, Cardamone-Breen MC, Rapee RM, Lawrence KA, Mackinnon AJ, Mahtani S, Jorm AF. Medium-Term Effects of a Tailored Web-Based Parenting Intervention to Reduce Adolescent Risk of Depression and Anxiety: 12-Month Findings From a Randomized Controlled Trial. J Med Internet Res 2019; 21:e13628. [PMID: 31418422 PMCID: PMC6830751 DOI: 10.2196/13628] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 06/04/2019] [Accepted: 06/12/2019] [Indexed: 01/04/2023] Open
Abstract
Background Prevention of depression and anxiety disorders early in life is a global health priority. Evidence on risk and protective factors for youth internalizing disorders indicates that the family represents a strategic setting to target preventive efforts. Despite this evidence base, there is a lack of accessible, cost-effective preventive programs for parents of adolescents. To address this gap, we recently developed the Partners in Parenting (PiP) program—an individually tailored Web-based parenting program targeting evidence-based parenting risk and protective factors for adolescent depression and anxiety disorders. We previously reported the postintervention outcomes of a single-blinded parallel-group superiority randomized controlled trial (RCT) in which PiP was found to significantly improve self-reported parenting compared with an active-control condition (educational factsheets). Objective This study aimed to evaluate the effects of the PiP program on parenting risk and protective factors and symptoms of adolescent depression and anxiety using data from the final assessment time point (12-month follow-up) of this RCT. Methods Parents (n=359) and adolescents (n=332) were recruited primarily from secondary schools and completed Web-based assessments of parenting and adolescent depression and anxiety symptoms at baseline, postintervention (3 months later), and 12-month follow-up (317 parents, 287 adolescents). Parents in the PiP intervention condition received personalized feedback about their parenting and were recommended a series of up to 9 interactive modules. Control group parents received access to 5 educational factsheets about adolescent development and mental health. Both groups received a weekly 5-min phone call to encourage progress through their program. Results Intervention group parents completed an average of 73.7% of their intended program. For the primary outcome of parent-reported parenting, the intervention group showed significantly greater improvement from baseline to 12-month follow-up compared with controls, with a medium effect size (Cohen d=0.51; 95% CI 0.30 to 0.72). When transformed data were used, greater reduction in parent-reported adolescent depressive symptoms was observed in the intervention group (Cohen d=−0.21; 95% CI −0.42 to −0.01). Mediation analyses revealed that these effects were mediated by improvements in parenting (indirect effect b=−0.08; 95% CI −0.16 to −0.01). No other significant intervention effects were found for adolescent-reported parenting or adolescent depression or anxiety symptoms. Both groups showed significant reductions in anxiety (both reporters) and depressive (parent reported) symptoms. Conclusions PiP improved self-reported parenting for up to 9 months postintervention, but its effects on adolescent symptoms were less conclusive, and parent-reported changes were not perceived by adolescents. Nonetheless, given its scalability, PiP may be a useful low-cost, sustainable program to empower parents of adolescents. Trial Registration Australian Clinical Trials Registration Number (ACTRN): 12615000328572; http://www.anzctr.org.au/ACTRN12615000328572.aspx (Archived by WebCite at http://www.webcitation.org/6qgsZ3Aqj).
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Affiliation(s)
- Marie Bee Hui Yap
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia.,Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Mairead C Cardamone-Breen
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Ronald M Rapee
- Centre for Emotional Health, Macquarie University, Sydney, Australia
| | - Katherine A Lawrence
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | | | - Shireen Mahtani
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Anthony F Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
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20
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Morgan AJ, Fischer JAA, Hart LM, Kelly CM, Kitchener BA, Reavley NJ, Yap MBH, Cvetkovski S, Jorm AF. Does Mental Health First Aid training improve the mental health of aid recipients? The training for parents of teenagers randomised controlled trial. BMC Psychiatry 2019; 19:99. [PMID: 30917811 PMCID: PMC6437895 DOI: 10.1186/s12888-019-2085-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Accepted: 03/19/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND There is well-established evidence that Mental Health First Aid (MHFA) training improves knowledge about how to support someone developing a mental health problem, but less evidence that this support improves the mental health of the recipient of aid. This randomised controlled trial aimed to assess the long-term effects of MHFA training of parents on the mental health of their adolescent children. METHODS 384 Australian parents of an adolescent aged 12-15 were randomised to receive either the 14-h Youth MHFA course or the 15-h Australian Red Cross Provide First Aid course. Outcomes were assessed at baseline, 1-year, and 2-year follow-up in both parents and adolescents. Primary outcomes were cases of adolescent mental health problems, and parental support towards their adolescent if they developed a mental health problem, rated by the parent and adolescent. Secondary outcomes included parent knowledge about mental health problems, intentions and confidence in supporting a young person, stigmatizing attitudes, and help-seeking for mental health problems. RESULTS Parent and adolescent reports showed no significant difference between training groups in the proportion of cases of adolescents with a mental health problem over time (ps > .05). There was also no significant difference between training groups in the quality of parental support provided to their adolescent at 1- or 2-year follow-up (ps > .05). In contrast, some secondary outcomes showed benefits from the Youth MHFA training relative to the control, with increased parental knowledge about mental health problems at 1-year (d = 0.43) and 2-year follow-up (d = 0.26), and increased confidence to help a young person (d = 0.26) and intentions to provide effective support (d = 0.22) at 1-year follow-up. CONCLUSIONS The study showed some improvements in mental health literacy in training recipients, but could not detect changes in the mental health of adolescents and the support provided to them by their parents if they had a mental health problem. However, there was a lack of power to detect primary outcome effects and therefore the question of whether MHFA training leads to better outcomes in the recipients of aid remains to be further explored. TRIAL REGISTRATION ACTRN12612000390886 , registered retrospectively 5/4/2012.
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Affiliation(s)
- Amy J. Morgan
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Julie-Anne A. Fischer
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Laura M. Hart
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia ,0000 0001 2342 0938grid.1018.8School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | | | - Betty A. Kitchener
- Mental Health First Aid Australia, Parkville, Australia ,0000 0001 0526 7079grid.1021.2Faculty of Health, School of Psychology, Deakin University, Burwood, Australia
| | - Nicola J. Reavley
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Marie B. H. Yap
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia ,0000 0004 1936 7857grid.1002.3School of Psychological Sciences, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Clayton, Australia
| | - Stefan Cvetkovski
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia ,0000 0001 2163 3550grid.1017.7Centre for Urban Research, RMIT University, Melbourne, Australia
| | - Anthony F. Jorm
- 0000 0001 2179 088Xgrid.1008.9Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria 3010 Australia
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Yap MBH. Treatment of paediatric anxiety disorders: what next? THE LANCET CHILD & ADOLESCENT HEALTH 2018; 2:767-769. [PMID: 30241995 DOI: 10.1016/s2352-4642(18)30292-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 08/30/2018] [Indexed: 11/19/2022]
Affiliation(s)
- Marie B H Yap
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, VIC 3800, Australia; Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia.
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Abstract
OBJECTIVE This study documents the prevalence and impact of anxiety and depression in US children based on the parent report of health care provider diagnosis. METHODS National Survey of Children's Health data from 2003, 2007, and 2011-2012 were analyzed to estimate the prevalence of anxiety or depression among children aged 6 to 17 years. Estimates were based on the parent report of being told by a health care provider that their child had the specified condition. Sociodemographic characteristics, co-occurrence of other conditions, health care use, school measures, and parenting aggravation were estimated using 2011-2012 data. RESULTS Based on the parent report, lifetime diagnosis of anxiety or depression among children aged 6 to 17 years increased from 5.4% in 2003 to 8.4% in 2011-2012. Current anxiety or depression increased from 4.7% in 2007 to 5.3% in 2011-2012; current anxiety increased significantly, whereas current depression did not change. Anxiety and depression were associated with increased risk of co-occurring conditions, health care use, school problems, and having parents with high parenting aggravation. Children with anxiety or depression with effective care coordination or a medical home were less likely to have unmet health care needs or parents with high parenting aggravation. CONCLUSION By parent report, more than 1 in 20 US children had current anxiety or depression in 2011-2012. Both were associated with significant comorbidity and impact on children and families. These findings may inform efforts to improve the health and well-being of children with internalizing disorders. Future research is needed to determine why child anxiety diagnoses seem to have increased from 2007 to 2012.
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Cardamone-Breen MC, Jorm AF, Lawrence KA, Rapee RM, Mackinnon AJ, Yap MBH. A Single-Session, Web-Based Parenting Intervention to Prevent Adolescent Depression and Anxiety Disorders: Randomized Controlled Trial. J Med Internet Res 2018; 20:e148. [PMID: 29699964 PMCID: PMC5945988 DOI: 10.2196/jmir.9499] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 02/19/2018] [Accepted: 03/08/2018] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Depression and anxiety disorders are significant contributors to burden of disease in young people, highlighting the need to focus preventive efforts early in life. Despite substantial evidence for the role of parents in the prevention of adolescent depression and anxiety disorders, there remains a need for translation of this evidence into preventive parenting interventions. To address this gap, we developed a single-session, Web-based, tailored psychoeducation intervention that aims to improve parenting practices known to influence the development of adolescent depression and anxiety disorders. OBJECTIVE The aim of this study was to evaluate the short-term effects of the intervention on parenting risk and protective factors and symptoms of depression and anxiety in adolescent participants. METHODS We conducted a single-blind, parallel group, superiority randomized controlled trial comparing the intervention with a 3-month waitlist control. The intervention is fully automated and consists of two components: (1) completion of an online self-assessment of current parenting practices against evidence-based parenting recommendations for the prevention of adolescent depression and anxiety disorders and (2) an individually tailored feedback report highlighting each parent’s strengths and areas for improvement based on responses to the self-assessment. A community sample of 349 parents, together with 327 adolescents (aged 12-15 years), were randomized to either the intervention or waitlist control condition. Parents and adolescents completed online self-reported assessments of parenting and adolescent symptoms of depression and anxiety at baseline, 1-month (parent-report of parenting only), and 3-month follow-up. RESULTS Compared with controls, intervention group parents showed significantly greater improvement in parenting risk and protective factors from baseline to 1-month and 3-month follow-up (F2,331.22=16.36, P<.001), with a small to medium effect size at 3-month follow-up (d=0.33). There were no significant effects of the intervention on adolescent-report of parenting or symptoms of depression or anxiety in the adolescents (all P>.05). CONCLUSIONS Findings suggest that a single-session, individually tailored, Web-based parenting intervention can improve parenting factors that are known to influence the development of depression and anxiety in adolescents. However, our results do not support the effectiveness of the intervention in improving adolescent depression or anxiety symptoms in the short-term. Long-term studies are required to adequately assess the relationship between improving parenting factors and adolescent depression and anxiety outcomes. Nonetheless, this is a promising avenue for the translation of research into a low-cost, sustainable, universal prevention approach. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry: ACTRN12615000247572; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12615000247572 (Archived by WebCite at http://www.webcitation.org/6v1ha19XG)
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Affiliation(s)
- Mairead C Cardamone-Breen
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Anthony F Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Katherine A Lawrence
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Ronald M Rapee
- Centre for Emotional Health, Macquarie University, Sydney, Australia
| | | | - Marie Bee Hui Yap
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Melbourne, Australia.,Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
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Fernando LMN, Sim WH, Jorm AF, Rapee R, Lawrence KA, Yap MBH. Parenting Resilient Kids (PaRK), an online parenting program to prevent anxiety and depression problems in primary school-aged children: Study protocol for a randomised controlled trial. Trials 2018; 19:236. [PMID: 29673391 PMCID: PMC5909219 DOI: 10.1186/s13063-018-2605-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 03/14/2018] [Indexed: 11/25/2022] Open
Abstract
Background Preventive efforts targeting childhood anxiety and depression symptoms have the potential to alter the developmental trajectory of depression and anxiety disorders across the lifespan. Substantial previous research suggests that modifiable parenting factors such as parental aversiveness and over-involvement are associated with childhood anxiety, depressive and internalising symptoms, indicating that parents can play a critical role in prevention. The Parenting Resilient Kids study is a new evidence-based online parenting program designed to prevent anxiety and depression problems in primary school-aged children by reducing family-based risk factors and enhancing protective factors through increased positive interactions between parent and child. Methods/design The current study is a parallel group superiority randomised controlled trial with parent-child dyads randomised to the intervention or active-control group in a 1:1 ratio. The intervention group will receive the Parenting Resilient Kids program consisting of a feedback report on parenting behaviours and up to 12 interactive online modules personalised based on responses to the parent survey. The active-control group will receive a standardised package of online educational materials about child development and wellbeing. The trial website is programmed to run a stratified random allocation sequence (based on parent gender) to determine group membership. We aim to recruit 340 parent-child dyads (170 dyads per group). We hypothesise that the intervention group will show greater improvement in parenting risk and protective factors from baseline to 3-month follow-up (primary outcome), which will in turn mediate changes in child depressive and anxiety symptoms from baseline to 12 and 24 months (co-primary outcomes). We also hypothesise that the intervention group will show greater benefits from baseline to 3-, 12- and 24-month follow-up, with regard to: child depressive and anxiety symptoms (co-primary outcomes); and child and parent health-related quality of life, and overall family functioning (secondary outcomes). Discussion This randomised controlled trial will examine the efficacy of the Parenting Resilient Kids program as a preventive intervention for anxiety and depression symptoms in primary school-aged children, as well as changes in child and parent health-related quality of life. Findings from this study will examine design features that render web-based prevention programs effective and the extent to which parents can be engaged and motivated to change through a minimally guided parenting program. Trial registration Australian New Zealand Clinical Trials Registry (ANZCTR): Trial ID ACTRN12616000621415 Registered on 13 May 2016. Updated on 3 March 2017. Electronic supplementary material The online version of this article (10.1186/s13063-018-2605-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | - Wan Hua Sim
- Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Clayton, VIC, Australia
| | - Anthony F Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Ron Rapee
- Centre for Emotional Health, Department of Psychology, Macquarie University, Sydney, NSW, Australia
| | - Katherine A Lawrence
- Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Clayton, VIC, Australia
| | - Marie B H Yap
- Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Clayton, VIC, Australia. .,Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia.
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Yap MBH, Mahtani S, Rapee RM, Nicolas C, Lawrence KA, Mackinnon A, Jorm AF. A Tailored Web-Based Intervention to Improve Parenting Risk and Protective Factors for Adolescent Depression and Anxiety Problems: Postintervention Findings From a Randomized Controlled Trial. J Med Internet Res 2018; 20:e17. [PMID: 29351895 PMCID: PMC5797292 DOI: 10.2196/jmir.9139] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 11/29/2017] [Accepted: 12/05/2017] [Indexed: 01/04/2023] Open
Abstract
Background Depression and anxiety disorders in young people are a global health concern. Parents have an important role in reducing the risk of these disorders, but cost-effective, evidence-based interventions for parents that can be widely disseminated are lacking. Objective This study aimed to examine the postintervention effects of the Partners in Parenting (PiP) program on parenting risk and protective factors for adolescent depression and anxiety, and on adolescent depression and anxiety symptoms. Methods A two-arm randomized controlled trial was conducted with 359 parent-adolescent dyads, recruited primarily through schools across Australia. Parents and adolescents were assessed at baseline and 3 months later (postintervention). Parents in the intervention condition received PiP, a tailored Web-based parenting intervention designed following Persuasive Systems Design (PSD) principles to target parenting factors associated with adolescents’ risk for depression and anxiety problems. PiP comprises a tailored feedback report highlighting each parent’s strengths and areas for improvement, followed by a set of interactive modules (up to nine) that is specifically recommended for the parent based on individually identified areas for improvement. Parents in the active-control condition received a standardized package of five Web-based factsheets about adolescent development and well-being. Parents in both conditions received a 5-min weekly call to encourage progress through their allocated program to completion. Both programs were delivered weekly via the trial website. The primary outcome measure at postintervention was parent-reported changes in parenting risk and protective factors, which were measured using the Parenting to Reduce Adolescent Depression and Anxiety Scale (PRADAS). Secondary outcome measures were the adolescent-report PRADAS, the parent- and child-report Short Mood and Feelings Questionnaire (depressive symptoms), and parent- and child-report Spence Children’s Anxiety Scale (anxiety symptoms). Results Parents in the intervention condition completed a mean of 73.7% of their intended personalized PiP program. A total of 318 parents (88.6%, 318/359) and 308 adolescents (92.8%, 308/332) completed the postintervention assessment. Attrition was handled using mixed model of repeated measures analysis of variance. As hypothesized, we found a significant condition-by-time interaction on the PRADAS, with a medium effect size, Cohen d=0.57, 95% CI 0.34-0.79. No significant differences between conditions were found at postintervention on any of the secondary outcome measures, with adolescent depressive (parent-report only) and anxiety (both parent- and adolescent-report) symptoms decreasing significantly from baseline to postintervention in both conditions. Conclusions The fully automated PiP intervention showed promising short-term effects on parenting behaviors that are associated with adolescents’ risk for depression and anxiety. Long-term follow-up is required to ascertain whether these effects translate into reduced adolescent depression and anxiety problems. The intervention may be useful as a low-cost universal public health program to increase parenting practices believed to benefit adolescents’ mental health. Trial Registration Australia New Zealand Clinical Trials Registry: ACTRN12615000328572; https://www.anzctr.org.au/ Trial/Registration/TrialReview.aspx? id=368274 (Archived by WebCite at http://www.webcitation.org/6qgsZ3Aqj)
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Affiliation(s)
- Marie Bee Hui Yap
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Clayton, Australia.,Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Shireen Mahtani
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Ronald M Rapee
- Centre for Emotional Health, Macquarie University, New South Wales, Australia
| | - Claire Nicolas
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Katherine A Lawrence
- Monash Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Andrew Mackinnon
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.,Black Dog Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Anthony F Jorm
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
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