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Zhao B, Qi C, Wu Y, Guo X, Liu C, Luo L. Differences in the Development of Mathematics Motivation within and across Socioeconomic Status: Do Early Adolescents' Failure Beliefs Matter? J Youth Adolesc 2024; 53:2032-2044. [PMID: 38740645 DOI: 10.1007/s10964-024-02002-w] [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] [Received: 02/01/2024] [Accepted: 04/27/2024] [Indexed: 05/16/2024]
Abstract
Interest in socioeconomic differences in academic motivation has been longstanding. However, previous research has often treated both low- and high-SES students as homogenous groups. This study aims to address this gap by investigating the developmental trajectory profiles of mathematics motivation during early adolescence, with a focus on variations within and across SES groups. Multigroup latent class growth analysis was used on a sample of 3718 early adolescents in China (initial Mage was 9.40 ± 0.52 years; 48.0% girls) across 2 years from grades 4 through 6. The analysis identified three distinct self-determined mathematics motivation trajectory profiles within each SES group: a good-quality profile (i.e., initially high autonomous but low controlled), a high-quantity profile (i.e., initially high both autonomous and controlled), and a low-quantity profile (i.e., initially low both autonomous and controlled). A greater proportion of low-SES students were observed within the low-quantity profile than within the good-quality profile. The study found that the failure-is-enhancing view was a protective factor against two relatively maladaptive motivational trajectory profiles (i.e., high-quantity profile and low-quantity profile), irrespective of socioeconomic background. These findings emphasize the importance of implementing motivational interventions for early adolescents that consider both structural factors (e.g., socioeconomic backgrounds) and psychological factors (e.g., failure beliefs), to foster students' academic development.
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Affiliation(s)
- Baoxu Zhao
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
| | - Cai Qi
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
| | - Yifang Wu
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
| | - Xiaolin Guo
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
| | - Chunhui Liu
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
| | - Liang Luo
- Institute of Developmental Psychology, Faculty of Psychology, Beijing Normal University, Beijing, China.
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Noh Y, Kim M, Hong SH. Identification of Emotional Spectrums of Patients Taking an Erectile Dysfunction Medication: Ontology-Based Emotion Analysis of Patient Medication Reviews on Social Media. J Med Internet Res 2023; 25:e50152. [PMID: 38019570 PMCID: PMC10719816 DOI: 10.2196/50152] [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: 08/01/2023] [Accepted: 10/25/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Patient medication reviews on social networking sites provide valuable insights into the experiences and sentiments of individuals taking specific medications. Understanding the emotional spectrum expressed by patients can shed light on their overall satisfaction with medication treatment. This study aims to explore the emotions expressed by patients taking phosphodiesterase type 5 (PDE5) inhibitors and their impact on sentiment. OBJECTIVE This study aimed to (1) identify the distribution of 6 Parrot emotions in patient medication reviews across different patient characteristics and PDE5 inhibitors, (2) determine the relative impact of each emotion on the overall sentiment derived from the language expressed in each patient medication review while controlling for different patient characteristics and PDE5 inhibitors, and (3) assess the predictive power of the overall sentiment in explaining patient satisfaction with medication treatment. METHODS A data set of patient medication reviews for sildenafil, vardenafil, and tadalafil was collected from 3 popular social networking sites such as WebMD, Ask-a-Patient, and Drugs.com. The Parrot emotion model, which categorizes emotions into 6 primary classes (surprise, anger, love, joy, sadness, and fear), was used to analyze the emotional content of the reviews. Logistic regression and sentiment analysis techniques were used to examine the distribution of emotions across different patient characteristics and PDE5 inhibitors and to quantify their contribution to sentiment. RESULTS The analysis included 3070 patient medication reviews. The most prevalent emotions expressed were joy and sadness, with joy being the most prevalent among positive emotions and sadness being the most prevalent among negative emotions. Emotion distributions varied across patient characteristics and PDE5 inhibitors. Regression analysis revealed that joy had the strongest positive impact on sentiment, while sadness had the most negative impact. The sentiment score derived from patient reviews significantly predicted patient satisfaction with medication treatment, explaining 19% of the variance (increase in R2) when controlling for patient characteristics and PDE5 inhibitors. CONCLUSIONS This study provides valuable insights into the emotional experiences of patients taking PDE5 inhibitors. The findings highlight the importance of emotions in shaping patient sentiment and satisfaction with medication treatment. Understanding these emotional dynamics can aid health care providers in better addressing patient needs and improving overall patient care.
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Affiliation(s)
- Youran Noh
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
- Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Maryanne Kim
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
- Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Song Hee Hong
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
- Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
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Schleider JL, Smith AC, Ahuvia I. Realizing the untapped promise of single-session interventions for eating disorders. Int J Eat Disord 2023; 56:853-863. [PMID: 36815724 PMCID: PMC10159985 DOI: 10.1002/eat.23920] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/12/2023] [Accepted: 02/12/2023] [Indexed: 02/24/2023]
Abstract
OBJECTIVE Multilevel treatment barriers prevent up to 80% of individuals experiencing eating disorders (EDs) from accessing care. This treatment gap creates a critical need to identify interventions that are accessible, easily completable, and optimized for effectiveness by targeting core mechanisms linked to ED onset and maintenance. We propose single-session interventions (SSIs) as a promising path toward catalyzing innovation in the development of accessible, effective ED interventions. SSIs are structured programs that intentionally involve one encounter with a program or provider; they may serve as stand-alone or adjunctive clinical supports. All SSIs are built to acknowledge that any session might be someone's last-and that any single session can nonetheless yield meaningful clinical benefit. METHOD We define SSIs, summarize research supporting their utility for ED symptoms and other mental health problems, and recommend future directions for work in this domain. RESULTS Single-session interventions may hold promise to reduce some ED symptoms and risk factors, including restrictive eating and negative body image. Steps toward realizing this promise include (1) testing whether existing evidence-based SSIs (e.g., for depression) can also reduce EDs, risk factors, and symptoms; (2) developing novel SSIs that target modifiable ED risk factors and symptoms largely unaddressed by SSIs, such as purging and binge eating; (3) studying diverse implementation pathways; (4) capitalizing on SSIs' transdiagnostic utility to broaden funding opportunities; and (5) educating ED researchers and clinicians about SSIs. DISCUSSION Understanding the strengths and limits of mechanism-targeted SSIs for ED-related problems could be a low-risk, high-reward avenue toward reducing EDs at scale. PUBLIC SIGNIFICANCE Most individuals experiencing EDs never access any form of treatment, creating an urgent need to identify ED interventions built to overcome barriers to engaging with care. This Forum article introduces SSIs as a promising path to rapidly developing and testing accessible, evidence-based ED supports; supplementing existing ED treatment models; and reducing the individual, familial, and societal burdens of EDs at scale.
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Affiliation(s)
| | | | - Isaac Ahuvia
- Department of Psychology, Stony Brook University
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Becker KD, Chorpita BF. Future Directions in Youth and Family Treatment Engagement: Finishing the Bridge Between Science and Service. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2023; 52:284-309. [PMID: 36787342 DOI: 10.1080/15374416.2023.2169926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
The field has spent more than 50 years investing in the quality of youth mental healthcare, with intervention science yielding roughly 1,300 efficacious treatments. In the latter half of this period, concurrent efforts in implementation science have developed effective methods for supporting front-line service organizations and therapists to begin to bridge the science to service gap. However, many youths and families still do not benefit fully from these strategic investments due to low treatment engagement: nearly half of youths in need of services pursue them, and among those who do, roughly another half terminate prematurely. The negative impact of low engagement is substantial, and is disproportionally and inequitably so for many. We contend that to build a robust and "finished" bridge connecting science and service, the field must go beyond its two historical foci of designing interventions and preparing therapists to deliver them, to include an intentional focus on the youths and families who participate in these interventions and who work with those therapists. In this paper, we highlight the significance of treatment engagement in youth mental healthcare and discuss the current state of the literature related to four priorities: conceptualization, theory, measurement, and interventions. Next, we offer an example from our own program of research as one illustration for advancing these priorities. Finally, we propose recommendations to act on these priorities.
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Mullarkey M, Dobias M, Sung J, Ahuvia I, Shumake J, Beevers C, Schleider J. Web-Based Single Session Intervention for Perceived Control Over Anxiety During COVID-19: Randomized Controlled Trial. JMIR Ment Health 2022; 9:e33473. [PMID: 35230962 PMCID: PMC9007232 DOI: 10.2196/33473] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 02/08/2022] [Accepted: 02/22/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Anxiety is rising across the United States during the COVID-19 pandemic, and social distancing mandates preclude in-person mental health care. Greater perceived control over anxiety has predicted decreased anxiety pathology, including adaptive responses to uncontrollable stressors. Evidence suggests that no-therapist, single-session interventions can strengthen perceived control over emotions like anxiety; similar programs, if designed for the COVID-19 context, could hold substantial public health value. OBJECTIVE Our registered report evaluated a no-therapist, single-session, online intervention targeting perceived control over anxiety in the COVID-19 context against a placebo intervention encouraging handwashing. We tested whether the intervention could (1) decrease generalized anxiety and increase perceived control over anxiety and (2) achieve this without decreasing social-distancing intentions. METHODS We tested these questions using a between-subjects design in a weighted-probability sample of US adults recruited via a closed online platform (ie, Prolific). All outcomes were indexed via online self-report questionnaires. RESULTS Of 522 randomized individuals, 500 (95.8%) completed the baseline survey and intervention. Intent-to-treat analyses using all randomized participants (N=522) found no support for therapeutic or iatrogenic effects; effects on generalized anxiety were d=-0.06 (95% CI -0.27 to 0.15; P=.48), effects on perceived control were d=0.04 (95% CI -0.08 to 0.16; P=.48), and effects on social-distancing intentions were d=-0.02 (95% CI -0.23 to 0.19; P=.83). CONCLUSIONS Strengths of this study included a large, nationally representative sample and adherence to open science practices. Implications for scalable interventions, including the challenge of targeting perceived control over anxiety, are discussed. TRIAL REGISTRATION ClinicalTrials.gov NCT04459455; https://clinicaltrials.gov/show/NCT04459455.
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Affiliation(s)
- Michael Mullarkey
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Mallory Dobias
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Jenna Sung
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Isaac Ahuvia
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Jason Shumake
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Christopher Beevers
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Jessica Schleider
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
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Lattie EG, Stiles-Shields C, Graham AK. An overview of and recommendations for more accessible digital mental health services. NATURE REVIEWS PSYCHOLOGY 2022; 1:87-100. [PMID: 38515434 PMCID: PMC10956902 DOI: 10.1038/s44159-021-00003-1] [Citation(s) in RCA: 81] [Impact Index Per Article: 40.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/27/2021] [Indexed: 03/23/2024]
Abstract
Mental health concerns are common, and various evidence-based interventions for mental health conditions have been developed. However, many people have difficulty accessing appropriate mental health care and this has been exacerbated by the COVID-19 pandemic. Digital mental health services, such as those delivered by mobile phone or web-based platforms, offer the possibility of expanding the reach and accessibility of mental health care. To achieve this goal, digital mental health interventions and plans for their implementation must be designed with the end users in mind. In this Review, we describe the evidence base for digital mental health interventions across various diagnoses and treatment targets. Then, we explain the different formats for digital mental health intervention delivery, and offer considerations for their use across key age groups. We discuss the role that the COVID-19 pandemic has played in emphasizing the value of these interventions, and offer considerations for ensuring equity in access to digital mental health interventions among diverse populations. As healthcare providers continue to embrace the role that technology can play in broadening access to care, the design and implementation of digital mental healthcare solutions must be carefully considered to maximize their effectiveness and accessibility.
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Affiliation(s)
- Emily G. Lattie
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - Colleen Stiles-Shields
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Andrea K. Graham
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
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Schleider JL, Beidas RS. Harnessing the Single-Session Intervention approach to promote scalable implementation of evidence-based practices in healthcare. FRONTIERS IN HEALTH SERVICES 2022; 2:997406. [PMID: 36925822 PMCID: PMC10012621 DOI: 10.3389/frhs.2022.997406] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/02/2022] [Indexed: 11/13/2022]
Abstract
Effective implementation of evidence-based practices often involves multi-level strategies targeting individual-, organizational-, and system-level determinants of change. Although these multi-level implementation approaches can successfully facilitate EBP uptake, they tend to be complex and resource intensive. Accordingly, there is a need for theory-driven, generalizable approaches that can enhance efficiency, cost-effectiveness, and scalability of existing implementation approaches. We propose the Single-Session Intervention approach as an unexplored path to developing low-cost and scalable implementation strategies, especially those targeting individual-level behavior change. We argue that single-session strategies (S3) for implementation, which can simultaneously target myriad barriers to individual behavior change, may promote clinicians' EBP uptake and sustainment in a manner that is low-resource and scalable. We first overview the evidence-base supporting the Single-Session Intervention approach for patient-level outcomes; situate this approach within the implementation science literature by outlining its intersections with a leading framework, the Theoretical Domains Framework (TDF), as an exemplar; and illustrate how the TDF might directly inform the design and evaluation of single-session strategies for EBP implementation. Overall, single-session strategies (S3) for implementation reflect a promising but yet-to-be-tested means of streamlining and scaling individual-level behavior change efforts in healthcare settings. Future partnered research is needed to gauge the potential of this approach across diverse clinical and community contexts.
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Affiliation(s)
- Jessica L Schleider
- Department of Psychology, Stony Brook University, Stony Brook, NY, United States
| | - Rinad S Beidas
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Penn Implementation Science Center at the Leonard Davis Institute of Health Economics (PISCE@LDI), University of Pennsylvania, Philadelphia, PA, United States.,Penn Medicine Nudge Unit, University of Pennsylvania Health System, Philadelphia, PA, United States.,Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, IL, United States
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Harnessing Wise Interventions to Advance the Potency and Reach of Youth Mental Health Services. Clin Child Fam Psychol Rev 2021; 23:70-101. [PMID: 31440858 DOI: 10.1007/s10567-019-00301-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Despite progress in research on evidence-based treatments (EBTs) for youth psychopathology, many youths with mental health needs do not receive services, and EBTs are not always effective for those who access them. Wise interventions (WIs) may help address needs for more disseminable, potent youth mental health interventions. WIs are single-component, social-psychological interventions designed to foster adaptive meaning-making. They have improved health-related and interpersonal youth outcomes, yet their potential to reduce youth psychopathology has not been systematically explored. Accordingly, we conducted a systematic, descriptive review characterizing WIs' potential to reduce youth mental health problems. Across 25 RCTs (N = 9219 youths, ages 11-19) testing 13 intervention types, 7 WIs qualified as "Well-Established," "Probably Efficacious," or "Possibly Efficacious" for reducing one or more types of youth psychopathology, relative to controls. Among these, 5 WIs significantly reduced youth depressive symptoms; 3, general psychological distress; and 1 each, eating problems, anxiety, and substance use. Three of these 7 WIs were self-administered by youths, and four by trained interventionists; collectively, they were 30-168 min in length and targeted clinic-referred and non-referred samples in clinical, school, and laboratory settings. Overall, certain WIs show promise in reducing mild-to-severe youth psychopathology. Given their brevity and low cost relative to traditional (i.e., therapist-delivered, 12- to 16-week, clinic-based) EBTs, WIs may represent beneficial additions to the youth mental healthcare ecosystem. Priorities for future research are proposed, including testing WIs for parents, younger children, and externalizing problems; as EBT adjuncts; and in schools and primary care clinics to increase access to brief, effective supports.
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Patel ZS, Casline E, Jensen-Doss A, Timpano KR. Parent Distress Intolerance, Repetitive Negative Thinking, and Mental Health Service Use. Child Psychiatry Hum Dev 2021; 52:365-375. [PMID: 32632828 DOI: 10.1007/s10578-020-01017-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
While extensive evidence links service use for mental health problems to demographic variables and positive attitudes, studies have not explored the role of transdiagnostic risk factors, like distress intolerance (DI) and repetitive negative thinking (RNT). This study examined the relationship between parental DI and RNT on mental health treatment seeking for parents themselves and their children. Results suggest higher DI and RNT predict service use among parents (p < 0.05) but were not significantly associated with help seeking for their children, indicating that factors more proximal to the child may have greater influence when parents make treatment decisions for their children. Results also indicte that DI moderates the relationship between parent psychopathology and parent service use, such that parent psychopathology is significantly associated with service use for those with lower DI, but not at moderate or high levels of DI. Implications for marketing mental health information to parents and engaging them in treatment are discussed.
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Affiliation(s)
- Zabin S Patel
- Department of Psychology, University of Miami, Coral Gables, FL, 33124, USA.
| | - Elizabeth Casline
- Department of Psychology, University of Miami, Coral Gables, FL, 33124, USA
| | - Amanda Jensen-Doss
- Department of Psychology, University of Miami, Coral Gables, FL, 33124, USA
| | - Kiara R Timpano
- Department of Psychology, University of Miami, Coral Gables, FL, 33124, USA
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Jensen-Doss A, Patel ZS, Casline E, Mora Ringle VA, Timpano KR. Using Mechanical Turk to Study Parents and Children: An Examination of Data Quality and Representativeness. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2021; 51:428-442. [PMID: 33448875 DOI: 10.1080/15374416.2020.1815205] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Objective: Mechanical Turk (MTurk) is a popular data collection tool that is increasingly used to study parents and children. We examined the quality of data obtained via MTurk, the representativeness of parents on MTurk, and whether the wording of MTurk recruitment materials is related to sample characteristics.Method: Participants were 650 parents with children aged 4 to 17 recruited for two separate studies (64.6% female, 83.8% Caucasian, mean age = 37.6 years). The Mental Health Survey (N = 322) recruitment materials described a study about mental health and the Health Survey (N = 328) materials only referenced health; both surveys restricted participation to parents in the United States (U.S.). Parents completed measures about demographics, mental health service seeking history, and parent and youth psychopathology.Results: Participants provided reliable responses on study measures, with low rates of missing data. Participants were more female, less racially/ethnically diverse, and more educated than the U.S. population, and also had more children per household. Over 40% of parents and 30% of children had previously received mental health services and many scored in the clinical range on measures of psychopathology. Contrary to hypotheses, mental health help seeking was higher in the Health Survey than the Mental Health survey.Conclusions: MTurk is a feasible method for child and adolescent clinical psychology research, although participants may not be fully demographically representative of the general population and could possibly be better considered an at-risk or clinical sample than a community sample.
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Schleider JL, Dobias M, Fassler J, Shroff A, Pati S. Promoting Treatment Access Following Pediatric Primary Care Depression Screening: Randomized Trial of Web-Based, Single-Session Interventions for Parents and Youths. J Am Acad Child Adolesc Psychiatry 2020; 59:770-773. [PMID: 32666919 DOI: 10.1016/j.jaac.2020.01.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Revised: 12/27/2019] [Accepted: 04/20/2020] [Indexed: 01/17/2023]
Affiliation(s)
| | | | | | | | - Susmita Pati
- Division of Pediatric Primary Care, Stony Brook University, New York
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12
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Schleider JL, Dobias ML, Sung JY, Mullarkey MC. Future Directions in Single-Session Youth Mental Health Interventions. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2020; 49:264-278. [PMID: 31799863 PMCID: PMC7065925 DOI: 10.1080/15374416.2019.1683852] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The United States spends more money on mental health services than any other country, yet access to effective psychological services remains strikingly low. The need-to-access gap is especially wide among children and adolescents, with up to 80% of youths with mental health needs going without services, and the remainder often receiving insufficient or untested care. Single-session interventions (SSIs) may offer a promising path toward improving accessibility, cost-effectiveness, and completion rates for youth mental health services. SSIs are structured programs that intentionally involve only one visit or encounter with a clinic, provider, or program; they may serve as stand-alone or adjunctive clinical services. A growing body of evidence supports the capacity of SSIs to reduce and prevent youth psychopathology of multiple types. Here, we provide a working definition of SSIs for use in future research and practice; summarize the literature to date on SSIs for child and adolescent mental health; and propose recommendations for the future design, evaluation, and implementation of SSIs across a variety of settings and contexts. We hope that this paper will serve as an actionable research agenda for gauging the full potential of SSIs as a force for youth mental health.
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Affiliation(s)
| | | | - Jenna Y. Sung
- Department of Psychology, Stony Brook University, Stony Brook, NY
| | - Michael C. Mullarkey
- Department of Psychology, Stony Brook University, Stony Brook, NY
- Department of Psychology, University of Texas at Austin, Austin, TX
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13
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Does Failure Help or Harm? Linking Parents’ Treatment Histories, Views of Failure, and Expectancies for Child Psychotherapy. CHILD & YOUTH CARE FORUM 2019. [DOI: 10.1007/s10566-019-09523-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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14
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Schleider JL, Mullarkey MC, Weisz JR. Virtual Reality and Web-Based Growth Mindset Interventions for Adolescent Depression: Protocol for a Three-Arm Randomized Trial. JMIR Res Protoc 2019; 8:e13368. [PMID: 31290406 PMCID: PMC6647760 DOI: 10.2196/13368] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 03/12/2019] [Accepted: 04/12/2019] [Indexed: 11/13/2022] Open
Abstract
Background Depression is the leading cause of disability in youth, with a global economic burden of US >$210 billion annually. However, up to 70% of youth with depression do not receive services. Even among those who do access treatment, 30% to 65% fail to respond and many dropout prematurely, demonstrating a need for more potent, accessible interventions. In a previous trial, a single-session Web-based growth mindset (GM) intervention significantly reduced depressive symptoms in high-symptom adolescents; however, this intervention did not benefit adolescents uniformly. For instance, the intervention reduced depression in adolescents who reported post intervention increases in perceived control, but it did not lead to significant depression reductions in adolescents who reported no significant post intervention increases in perceived control. Objective The goal of this project is to test the acceptability and efficacy of a novel, single-session, virtual reality (VR) depression intervention—the VR Personality Project—teaching GM, the belief that personal attributes are malleable rather than fixed. The VR Personality Project was designed to systematically target and increase adolescents’ perceived control by offering a more immersive, engaging, user-directed intervention experience than the Web-based intervention can provide. By targeting an identified predictor of intervention response, the VR Personality Project may lead to larger reductions in depressive symptoms than existing Web-based mindset interventions. Methods Adolescents with elevated depressive symptoms or a recent history of depression (N=159; ages 12 to 16 years) will be randomized to one of 3 intervention conditions: the VR Personality Project; the Web-based GM intervention tested previously; or an active, Web-based control. Adolescents and their parents will report on the adolescents’ depression symptoms, perceived control, and related domains of functioning at preintervention, postintervention, and at 3- and 9-month follow-up assessments. Results We predict that the VR and Web-based mindset interventions will both lead to larger reductions in adolescent symptoms than the control intervention. Additionally, we predict that the VR-based single session intervention will lead to larger reductions in depression than the online mindset intervention and that these symptom reductions will be mediated by increases in adolescents’ perceived control from pre- to postintervention. Conclusions The results may suggest an efficient strategy for reducing adolescent depressive symptoms: One that is mechanism-targeted, relatively affordable (less than US $200 for a commercially available VR headset, a fraction of the cost of long-term psychotherapy) and potentially engaging to adolescents experiencing mood-related distress. Trial Registration ClinicalTrials.gov NCT0385881; https://clinicaltrials.gov/ct2/show/NCT03858881 (Archived by WebCite at http://www.webcitation.org/78C3roDgA). International Registered Report Identifier (IRRID) DERR1-10.2196/13368
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Affiliation(s)
| | - Michael C Mullarkey
- Department of Psychology, University of Texas at Austin, Austin, TX, United States
| | - John R Weisz
- Department of Psychology, Harvard University, Cambridge, MA, United States
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