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McDaniel HL, Saavedra LM, Morgan-López AA, Bradshaw CP, Lochman JE, Kaihoi CA, Powell NP, Qu L, Yaros AC. Harmonizing Social, Emotional, and Behavioral Constructs in Prevention Science: Digging into the Weeds of Aligning Disparate Measures. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2023; 24:1581-1594. [PMID: 36753042 DOI: 10.1007/s11121-022-01467-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/08/2022] [Indexed: 02/09/2023]
Abstract
While integrative data analysis (IDA) presents great opportunity, it also necessitates a myriad of methodological decisions related to harmonizing disparate measures collected across multiple studies. There is a lack of step-by-step methodological guidance for harmonizing disparate measures of latent constructs differently conceptualized or operationalized across studies, such as social, emotional, and behavioral constructs often utilized in prevention science. The current paper addressed this gap by providing methodological guidance and a case illustration focused on harmonizing measures of disparately conceptualized and operationalized constructs. We do so by outlining a five-phased harmonization approach paired with an illustrative example of the approach as applied to harmonization of broadband latent emotional and behavioral health constructs assessed with different measures across studies. This approach builds on and expands upon procedures currently recommended in the IDA literature with parallels to best practices in test development procedures. The illustrative example of our phased approach is drawn from an IDA study of 11 randomized controlled trials of Coping Power (Lochman & Wells, 2004), an evidence-based preventive intervention. We demonstrate the harmonization of two constructs, internalizing and externalizing problems, as harmonized across the teacher-reported scales of the Achenbach System of Empirically Based Assessment (Achenbach, 1991a) and the Behavior Assessment System for Children (Reynolds & Kamphaus, 2004). Finally, we consider the potential strengths and limitations of this phased approach, underscoring areas for future methodological research and conclude with some recommendations.
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Affiliation(s)
- Heather L McDaniel
- School of Education and Human Development, University of Virginia, Charlottesville, VA, USA.
| | - Lissette M Saavedra
- Community Health Research Division, RTI International, Research Triangle Park, NC, USA
| | | | - Catherine P Bradshaw
- School of Education and Human Development, University of Virginia, Charlottesville, VA, USA
| | - John E Lochman
- Center for Youth Development and Intervention, University of Alabama, Tuscaloosa, AL, USA
| | - Chelsea A Kaihoi
- School of Education and Human Development, University of Virginia, Charlottesville, VA, USA
| | - Nicole P Powell
- Center for Youth Development and Intervention, University of Alabama, Tuscaloosa, AL, USA
| | - Lixin Qu
- Center for Youth Development and Intervention, University of Alabama, Tuscaloosa, AL, USA
| | - Anna C Yaros
- Community Health Research Division, RTI International, Research Triangle Park, NC, USA
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Boxmeyer CL, Stager CG, Miller S, Lochman JE, Romero DE, Powell NP, Bui C, Qu L. Mindful Coping Power Effects on Children's Autonomic Nervous System Functioning and Long-Term Behavioral Outcomes. J Clin Med 2023; 12:jcm12113621. [PMID: 37297817 DOI: 10.3390/jcm12113621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023] Open
Abstract
Mindful Coping Power (MCP) was developed to enhance the effects of the Coping Power (CP) preventive intervention on children's reactive aggression by integrating mindfulness training into CP. In prior pre-post analyses in a randomized trial of 102 children, MCP improved children's self-reported anger modulation, self-regulation, and embodied awareness relative to CP but had fewer comparative effects on parent- and teacher-reported observable behavioral outcomes, including reactive aggression. It was hypothesized that MCP-produced improvements in children's internal awareness and self-regulation, if maintained or strengthened over time with ongoing mindfulness practice, would yield improvements in children's observable prosocial and reactive aggressive behavior at later time points. To appraise this hypothesis, the current study examined teacher-reported child behavioral outcomes at a one-year follow-up. In the current subsample of 80 children with one-year follow-up data, MCP produced a significant improvement in children's social skills and a statistical trend for a reduction in reactive aggression compared with CP. Further, MCP produced improvements in children's autonomic nervous system functioning compared with CP from pre- to post-intervention, with a significant effect on children's skin conductance reactivity during an arousal task. Mediation analyses found that MCP-produced improvements in inhibitory control at post-intervention mediated program effects on reactive aggression at the one-year follow-up. Within-person analyses with the full sample (MCP and CP) found that improvements in respiratory sinus arrhythmia reactivity were associated with improvements in reactive aggression at the one-year follow-up. Together, these findings indicate that MCP is an important new preventive tool to improve embodied awareness, self-regulation, stress physiology, and observable long-term behavioral outcomes in at-risk youth. Further, children's inhibitory control and autonomic nervous system functioning emerged as key targets for preventive intervention.
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Affiliation(s)
- Caroline L Boxmeyer
- Department of Psychiatry and Behavioral Medicine, College of Community Health Sciences, The University of Alabama, Tuscaloosa, AL 35487, USA
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Catanya G Stager
- Division of Preventive Medicine, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Shari Miller
- Frank Porter Graham Child Development Institute, University of North Carolina, Chapel Hill, NC 27516, USA
| | - John E Lochman
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
- Department of Psychology, College of Arts and Sciences, The University of Alabam, Tuscaloosa, AL 35487, USA
| | - Devon E Romero
- Department of Counseling, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Nicole P Powell
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Chuong Bui
- Center for Youth Development and Intervention, The University of Alabama, Tuscaloosa, AL 35487, USA
- Alabama Life Research Institute, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Lixin Qu
- Carolina Population Center, University of North Carolina, Chapel Hill, NC 27516, USA
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Galán CA, Shaw DS, O'Rourke F, Reynolds MD, Gill A, Bogen DL, Ridenour TA. Substance Use Screening and Prevention for Adolescents in Pediatric Primary Care: A Randomized Clinical Trial using the Family Check-Up. Res Child Adolesc Psychopathol 2023; 51:151-163. [PMID: 36208361 PMCID: PMC10146025 DOI: 10.1007/s10802-022-00978-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2022] [Indexed: 11/07/2022]
Abstract
This study evaluated acceptability, engagement in prevention, and efficacy of a primary care screening-and-referral-to-prevention program to reduce substance use in early adolescence. Screening tools were the Youth Risk Index and Transmissible Liability Index and prevention consisted of the Family Check-Up (FCU). Three hundred sixty-one 10- to 13-year-olds from low resource neighborhoods (85.9% African American; 52.4% female) screened "at risk" during primary care visits and were randomized to the FCU (n = 123) or usual care (n = 238). Screening was acceptable to parents and youths: nearly 95% of each rated it as important, about 90% of each were happy with or did not mind it, and only 2.4% of parents did not want their child to be screened at their next check-up. Of parents who had a chance to receive the FCU (or waitlist-control), 87.5% followed through with researchers while 93.5% who were offered FCU engaged in it. FCU efficacy primarily involved interactions such that youth with greater risk at baseline experienced larger benefits. At 12-month follow-up, FCU was associated with 11% reduced risk of initiating a new substance per substance that had been initiated before baseline; greater reductions in tolerance of deviance among those with higher tolerance of deviance at baseline; and a main effect of reduced anxiety, but no effect for conduct problems. Pediatric well-child check-up screening can identify high-risk youth before, or in the initial stages of, problematic SU; engage families in a preventive intervention; and reduce rates of substance use and related risk factors.
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Affiliation(s)
| | | | | | | | - Anne Gill
- University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Ty A Ridenour
- University of Pittsburgh, Pittsburgh, PA, USA. .,Research Triangle Institute, Research Triangle Park, NC, USA. .,University of North Carolina, Chapel Hill, NC, USA.
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Kim E, Gentile DA, Anderson CA, Barlett CP. Are mindful people less aggressive? The role of emotion regulation in the relations between mindfulness and aggression. Aggress Behav 2022; 48:546-562. [PMID: 35613384 PMCID: PMC9790348 DOI: 10.1002/ab.22036] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 05/11/2022] [Accepted: 05/12/2022] [Indexed: 02/02/2023]
Abstract
Inducing mindfulness has shown a promising effect on reducing aggression in both clinical and nonclinical populations, possibly because mindfulness can improve emotion regulation. The present study examined the association between mindfulness and aggression through potential mediating effects of several emotion regulation strategies. University and community samples of U.S. adults completed questionnaires on mindfulness, emotion regulation strategies, and trait aggression. Results indicate that mindfulness was associated with rumination and expressive suppression, which mediated the mindfulness-aggression relationship. Most facets of mindfulness were unrelated to the use of reflection and cognitive reappraisal. The nonjudging of experience facet of mindfulness was negatively related to hostility through rumination and expressive suppression. In contrast, the observing mindfulness facet was positively related to verbal aggression and hostility; these relations were mediated by rumination and expressive suppression.
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Affiliation(s)
- El‐Lim Kim
- Department of PsychologyIowa State UniversityAmesIowaUSA
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Xue Y, Xiang Y. How Daily Mindfulness Predicts Life Satisfaction: From the Perspective of Mindfulness Coping Model. THE JOURNAL OF PSYCHOLOGY 2022; 156:568-581. [PMID: 36170677 DOI: 10.1080/00223980.2022.2085236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Abstract
Previous studies have explored the effect of mindfulness on life satisfaction, but the mechanism has not been explored in terms of daily mindfulness. Therefore, based on the mindfulness coping model, this study uses a daily diary method to examine whether individuals' daily mindfulness could predict life satisfaction and whether this relationship was mediated by rumination. In this study, 178 adults who had not received mindfulness training completed the same diary for continuous 14 days, in which their mindfulness and rumination at state level were measured. Besides, mindfulness, rumination, and life satisfaction at dispositional level were measured before and after the daily reporting process. Hierarchical linear models showed that daily mindfulness is a significant predictor of daily rumination. In addition, both the latent growth curve model and structural equation model showed that the change of daily mindfulness can influence life satisfaction through the change of rumination, and this relationship was also confirmed at the dispositional level. These findings are not only valuable for understanding how mindfulness is linked to rumination and life satisfaction according to the mindfulness coping model, but also contribute to the development of psychological intervention programs aimed at improving individual life satisfaction.
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Morgan-López AA, McDaniel HL, Bradshaw CP, Saavedra LM, Lochman JE, Kaihoi CA, Powell NP, Qu L, Yaros AC. Design and methodology for an integrative data analysis of coping power: Direct and indirect effects on adolescent suicidality. Contemp Clin Trials 2022; 115:106705. [PMID: 35176503 PMCID: PMC9018598 DOI: 10.1016/j.cct.2022.106705] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 02/08/2022] [Accepted: 02/08/2022] [Indexed: 01/02/2023]
Abstract
As suicide rates have risen in the last decade, there has been greater emphasis on targeting early risk conditions for suicidality among youth and adolescents as a form of suicide "inoculation". Two particular needs that have been raised in this nascent literature are a) the dearth of examination of early intervention effects on distal suicide risk that target externalizing behaviors and b) the need to harmonize multiple existing intervention datasets for greater precision in modeling intervention effects on low base rate outcomes such as suicidal behaviors. This project, entitled "Integrative Data Analysis of Coping Power (CP): Effects on Adolescent Suicidality", funded by the National Institute of Mental Health (NIMH), will harmonize and analyze data from 11 randomized controlled trials of CP (total individual-level N = 3183, total school-level N = 189). CP is an empirically-supported, child- and family-focused preventive intervention that focuses on reducing externalizing more broadly among youth who exhibit early aggression, which makes it ideally suited to targeting externalizing pathways to suicidality. The project utilizes three measurement and data analysis frameworks that have emerged across multiple independent disciplines: integrative data analysis (IDA), random treatment effects multilevel modeling (RTE-MLM), and propensity score weighting (PSW). If successful, the project will a) provide initial evidence that CP would have gender-specific indirect effects on suicidality through reductions in externalizing for boys and reductions in internalizing for girls and b) identify optimal conditions under which CP is delivered (e.g., groups, individuals, online) across participants on reductions in suicidality and other key intermediate endpoints.
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Affiliation(s)
- Antonio A Morgan-López
- RTI International, Community Health Research Division, Research Triangle Park, NC, United States of America.
| | - Heather L McDaniel
- School of Education and Human Development, University of Virginia, Charlottesville, VA, United States of America
| | - Catherine P Bradshaw
- School of Education and Human Development, University of Virginia, Charlottesville, VA, United States of America
| | - Lissette M Saavedra
- RTI International, Community Health Research Division, Research Triangle Park, NC, United States of America
| | - John E Lochman
- Center for Youth Development and Intervention, University of Alabama, Tuscaloosa, AL, United States of America
| | - Chelsea A Kaihoi
- School of Education and Human Development, University of Virginia, Charlottesville, VA, United States of America
| | - Nicole P Powell
- Center for Youth Development and Intervention, University of Alabama, Tuscaloosa, AL, United States of America
| | - Lixin Qu
- Center for Youth Development and Intervention, University of Alabama, Tuscaloosa, AL, United States of America
| | - Anna C Yaros
- RTI International, Community Health Research Division, Research Triangle Park, NC, United States of America
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Mindful Coping Power: Comparative Effects on Children's Reactive Aggression and Self-Regulation. Brain Sci 2021; 11:brainsci11091119. [PMID: 34573141 PMCID: PMC8465015 DOI: 10.3390/brainsci11091119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/17/2021] [Accepted: 08/19/2021] [Indexed: 11/17/2022] Open
Abstract
Coping Power (CP) is an evidence-based preventive intervention for youth with disruptive behavior problems. This study examined whether Mindful Coping Power (MCP), a novel adaptation which integrates mindfulness into CP, enhances program effects on children’s reactive aggression and self-regulation. A pilot randomized design was utilized to estimate the effect sizes for MCP versus CP in a sample of 102 child participants (fifth grade students, predominantly low-middle income, 87% Black). MCP produced significantly greater improvement in children’s self-reported dysregulation (emotional, behavioral, cognitive) than CP, including children’s perceived anger modulation. Small to moderate effects favoring MCP were also observed for improvements in child-reported inhibitory control and breath awareness and parent-reported child attentional capacity and social skills. MCP did not yield a differential effect on teacher-rated reactive aggression. CP produced a stronger effect than MCP on parent-reported externalizing behavior problems. Although MCP did not enhance program effects on children’s reactive aggression as expected, it did have enhancing effects on children’s internal, embodied experiences (self-regulation, anger modulation, breath awareness). Future studies are needed to compare MCP and CP in a large scale, controlled efficacy trial and to examine whether MCP-produced improvements in children’s internal experiences lead to improvements in their observable behavior over time.
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Levantini V, Powe C, Lochman JE, Glenn A. Monoamine Oxidase-A and Conduct Problems in Children: The Role of Affective Decision-Making. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2021. [DOI: 10.1007/s10862-021-09917-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Matthys W, Schutter DJLG. Increasing Effectiveness of Cognitive Behavioral Therapy for Conduct Problems in Children and Adolescents: What Can We Learn from Neuroimaging Studies? Clin Child Fam Psychol Rev 2021; 24:484-499. [PMID: 33683495 PMCID: PMC8324588 DOI: 10.1007/s10567-021-00346-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/21/2021] [Indexed: 11/03/2022]
Abstract
Cognitive behavioral therapy (CBT) is particularly relevant for children from 7 years on and adolescents with clinical levels of conduct problems. CBT provides these children and adolescents with anger regulation and social problem-solving skills that enable them to behave in more independent and situation appropriate ways. Typically, CBT is combined with another psychological treatment such as behavioral parent training in childhood or an intervention targeting multiple systems in adolescence. The effectiveness of CBT, however, is in the small to medium range. The aim of this review is to describe how the effectiveness of CBT may be improved by paying more attention to a series of psychological functions that have been shown to be impaired in neuroimaging studies: (1) anger recognition, (2) the ability to generate situation appropriate solutions to social problems, (3) reinforcement-based decision making, (4) response inhibition, and (5) affective empathy. It is suggested that children and adolescents first become familiar with these psychological functions during group CBT sessions. In individual sessions in which the parents (and/or child care workers in day treatment and residential treatment) and the child or adolescent participate, parents then learn to elicit, support, and reinforce their child’s use of these psychological functions in everyday life (in vivo practice). In these individual sessions, working on the psychological functions is tailored to the individual child’s characteristic impairments of these functions. CBT therapists may also share crucial social-learning topics with teachers with a view to creating learning opportunities for children and adolescents at school.
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Affiliation(s)
- Walter Matthys
- Department of Child and Adolescent Studies, Utrecht University, Heidelberglaan 1, P.O. Box 80140, 3584 CS, Utrecht, The Netherlands. .,Department of Psychiatry, University Medical Center Utrecht, Heidelberglaan 100, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands.
| | - Dennis J L G Schutter
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
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