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							                                                                                                                             Investigating The Effect Of Extra Sessions Of A Structured
                                                                                                                                              Peer Interaction Program On Social Competence
                                                                                    Herle McGowan, University of Michigan; Robert Nix, Pennsylvania State University; Susan Murphy, University of Michigan;
                                                                                                            Karen Bierman, Pennsylvania State University; and the Conduct Problems Prevention Research Group*


                              Background                                           Sample Characteristics                                                                Assessment Procedure                                                                     Intervention and Control Group Differences                                                                                              Regression of Peer Pairing on Social Competence


                                                                                   • Intervention group: n = 410                                                         • Measures to determine need for peer pairing collected at end of 1st grade                  • Purpose: Estimate the overall effect of participating in Fast Track (1 =
                                                                                                                                                                                                                                                                                                                                                                                                          2.8
         To make progress in the prevention and treatment of children’s mental                                                                                                                                                                                                                                                                                                                            2.6




                                                                                                                                                                                                                                                                                                                                                                               Teacher Rating of Social
                                                                                                                                                                                                                                                                                                                                                                                                                                              All Intervention

   health problems, we must determine not only which intervention programs         • Control group: n = 403                                                              • Peer pairing sessions were delivered throughout the fall and spring semesters of 2nd          intervention; 0 = control) on children’s social competence in 2nd grade                                                          2.4                                 Children




                                                                                                                                                                                                                                                                                                                                                                                    Competence
                                                                                                                                                                                                                                                                                                                                                                                                          2.2
   are effective but also how they work (Kazdin, 2000). Examining dose-                                                                                                      grade                                                                                    • n = 762                                                                                                                                                               Subset for whom
                                                                                   • All children in 2nd grade; children who repeated first grade were excluded                                                                                                                                                                                                                                            2
                                                                                                                                                                                                                                                                                                                                                                                                                                              peer pairing was
   response relations between the hypothesized agents of therapeutic change                                                                                              • Social competence outcome measure collected at end of 2nd grade                            • Standardized β = .07 (p = .05)
                                                                                                                                                                                                                                                                                                                                                                                                          1.8                                 recommended

   and children’s functioning in clinically-relevant domains is one way of         • All scored above 85th percentile among classmates for oppositional and                                                                                                                                                                                                                                               1.6                                 and received

                                                                                       aggressive behavior                                                                   • Teacher ratings of 9 items on 6-point Likert scale (α > .80)                           • Conclusion: Compared to control group children, intervention children
                                                                                                                                                                                                                                                                                                                                                                                                          1.4
   testing underlying theories of disorder and treatment. This can be difficult,                                                                                                                                                                                                                                                                                                                          1.2

   however, because clinical staff members often end up providing more             • 55% minority; 28% female                                                                • Typical items: Friendly; controls temper when there is a disagreement                     displayed more social competence at the end of 2nd grade                                                                          1
                                                                                                                                                                                                                                                                                                                                                                                                                0      11      22     30
   services to those children who demonstrate greater need over time. Thus,                                                                                                                                                                                                                                                                                                                          Number of Peer Pairing Sessions in 2nd Grade
   even when those extra intervention services are successful in preventing
   additional problems, a positive dose-response relation can be obscured by       Intervention Procedure
   unmeasured selection effects. Some natural experiments circumvent this
                                                                                   • In 1st grade, all families were supposed to receive the same amount of
                                                                                                                                                                                                                                                                                                                                                          Dose-Response Relation For All Intervention
   problem by providing more intervention services based on factors other than                                                                                                                   Timeline of Assessment and Intervention
   children’s need, and they have demonstrated positive dose-response relations        intervention services                                                                                             Regarding Peer Pairing                                                            Impact of Fast Track on Children's Social
                                                                                                                                                                                                                                                                                                                                                           Children
   (e.g., Seitz, Apfel, & Rosenbaum, 1991). Other studies have attempted to            • Intervention services consisted of social skills training, reading tutoring,                                                                                                                                     Competence                                      • Purpose: Estimate the dose-response relation for all intervention children,
   control statistically for measured and unmeasured selection effects                     peer pairing, friendship groups, parent training groups, and home visits                                                                                                                                                                                          including those who received peer pairing as a result of project guidelines or
   associated with children’s need. Depending on the presence or absence of        • In 2nd grade, children and families received different amounts of reading
                                                                                                                                                                                                                                                                                    2.54

                                                                                                                                                                                                                                                                                    2.52
                                                                                                                                                                                                                                                                                                                                                             staff members’ clinical judgment and those did not receive peer pairing at all
   strong instrumental variables, such efforts have led to contradictory results       tutoring, peer pairing, and home visits based on project guidelines or clinical                                                                                                               2.5
                                                                                                                                                                                                                                                                                                                                                          • n = 328
                                                                                                                                                                                                                                                                                    2.48
   regarding dose-response relations even in the same intervention program             judgment of assessed need.
   (e.g., Foster, in press; Salzer, Bickman, & Lambert, 1999).
                                                                                                                                                                                      Spring        Summer          Fall        Winter         Spring                               2.46
                                                                                                                                                                                                                                                                                                                                                          • Standardized β = -.15 (p = .003)
                                                                                                                                                                                     1st grade      1st grade     nd
                                                                                                                                                                                                                               2nd grade      2nd grade
                                                                                                                                                                                                                                                                                    2.44
                                                                                                                                                                                                                 2 grade
         In this study within Fast Track (Conduct Problems Prevention Research
                                                                                                                                                                                                                                                                                    2.42

                                                                                                                                                                                                                                                                                     2.4
                                                                                                                                                                                                                                                                                                                                                          • Conclusion: When use of clinical judgment was believed to result in unmeasured
                                                                                                                                                                                                                                                                                                                                                             selection effects, there was a significant negative relation between peer pairing
   Group [CPPRG], 1992), a preventive intervention program for children with       Description of Peer Pairing                                                                    Teacher                       Staff         Staff          Teacher
                                                                                                                                                                                                                                                                                    2.38

                                                                                                                                                                                                                                                                                    2.36
                                                                                                                                                                                                                                                                                                                                                             and social competence
   conduct problems, we had the opportunity to examine dose-response                                                                                                              ratings and                   members       members        ratings of
                                                                                   • Weekly 30-minute structured dyadic play session                                                                                                                                                           Intervention             Control group                              • It is possible that staff members used more proximal information, which
   relations between one component of the intervention, peer pairing, and one                                                                                                     sociomentric                  could         added peer     social
   outcome measure, social competence. (Comprehensive evaluations of Fast          • Designed to further develop intervention children’s social skills                            nominations                   change        pairing for    competence                                                                                                            was not recorded, about current functioning to provide more peer pairing
   Track are available elsewhere [i.e., CPPRG, 1999; 2002]). We examined           • Also designed to foster positive interactions between intervention children and              collected to                  decision      some           collected.
                                                                                                                                                                                  assess need                   regarding     children                                                                                                                             to those children with more serious behavior problems and less social
   dose-response relations among two groups of children: The group of                  their classmates and thereby decrease the likelihood of peer rejection
   children who met formal project guidelines at the end of 1st grade and                                                                                                         for peer                      peer          who were                                                                                                                             competence, resulting in the observed negative relation
                                                                                   • Intervention child paired with same-sex classmate without behavior problems                  pairing in                    pairing       not doing
   received extra peer pairing in 2nd grade and the entire group of children who                                                                                                                                                                                                                                                                                   • It is possible, although believed unlikely, that peer pairing impeded the
   participated in the intervention in 2nd grade.                                  • Classmate rotated each week                                                                  2nd grade                     based on      well; they                          Dose-Response Relation For Children Who Should
                                                                                                                                                                                                                children’s    also                                                                                                                                    development of social competence for those children who did not need
                                                                                   • Session coached by Fast Track staff member
Study Hypotheses                                                                                                                                                                                                functioning   adjusted the                         Have Got Extra Peer Pairing and Did                                                             peer pairing but received it anyway
                                                                                                                                                                                                                in new        number of
• Fast Track will have a positive impact on children’s social competence                                                                                                                                                                                          • Purpose: Estimate the dose-response relation for children who met project                      • We cannot distinguish between these alternative explanations without
                                                                                                                                                                                                                classroom     sessions
• There will be a positive relation between peer pairing and social competence     Project Guidelines Regarding Need for Peer Pairing                                                                           context.      children
                                                                                                                                                                                                                                                                      guidelines and actually received at least one session of peer pairing in both the            measures of child functioning, which were believed to influence clinical
                                                                                                                                                                                                                              received                                fall and spring
• That relation will be weaker for the children who received peer pairing as a     • Clinical range on Teacher Report Form aggressive behavior syndrome                                                                                                                                                                                                            judgment, collected throughout 2nd grade
                                                                                       (Achenbach, 1991), or                                                                                                                  based on                            • n = 157
   result of staff members’ clinical judgment because unmeasured selection
                                                                                                                                                                                                                              current                             • Standardized β = .18 (p = .02)
   effects will be more problematic                                                • Clinical range on attention problems syndrome (Achenbach, 1991), or                                                                      functioning.
                                                                                   • Rejected status based on peer sociometric nominations                                                                                                                        • Conclusion: When intervention services were believed to be less determined by                                                                    Discussion
                                  Method                                                                                                                                                                                                                             unmeasured selection effects, there was a positive relation between peer pairing
                                                                                                                                                                                                                                                                     and social competence
                                                                                                                                                                                                                                                                                                                                                                   At the end of 2nd grade, the entire Fast Track preventive intervention
                                                                                                                                                                                                                                                                                                                                                             program resulted in a small but statistically significant treatment effect on
Study Design                                                                       Use Clinical Judgment to Recommend Peer Pairing                                                                                                                                            • It is possible that there is an even stronger positive relation between      children’s social competence. A positive dose-response relation emerged
• Four sites: Durham, NC; Nashville, TN; Seattle, WA; rural central                • Borderline range on aggressive behavior syndrome, or                                                                                                                                 peer pairing and social competence that is reduced by our inability to             among the children who met project guidelines at the end of 1st grade and who
   Pennsylvania                                                                                                                                                                                                                                                           control for the use of clinical judgment inc adjusting the number of peer          received at least one session of peer pairing in the fall and spring semesters of
                                                                                   • Borderline range on attention problems syndrome, or                                                                                                                                                                                                                     2nd grade. Staff members were not supposed to exercise clinical judgment in
• Intervention and control group children randomly assigned by school                                                                                                                                            Results                                                  pairing sessions children actually received
                                                                                   • Controversial status based on peer sociometric nominations, or                                                                                                                                                                                                          adjusting services for these children, so it is believed that selection effects were
• All schools served poor, high-crime neighborhoods                                                                                                                                                                                                                       • It is also possible that the relation between the dose of peer pairing and       less problematic. A negative dose-response relation emerged, however, when
                                                                                   • Neglected status based on peer sociometric nominations, or
• Two-stage teacher and parent screening process in three successive cohorts                                                                                             Plans for Analyses                                                                                   social competence among these children is actually due to other factors:       considering all intervention children. It is believed that staff members used
                                                                                   • Unique information staff member had about child functioning
                                                                                                                                                                         • Multiple linear regression equations                                                                                                                                              accurate but unmeasured information about children’s functioning in 2nd grade
                                                                                                                                                                                                                                                                          For example, staff members may have provided both more sessions of
                                                                                                                                                                                                                                                                                                                                                             to determine whether and how much peer pairing some children should receive,
________________________________________________________________                                                                                                         • All analyses controlled for study site, cohort, child sex, and child race                      peer pairing sessions and higher levels of other components of Fast Track          thus confounding their need for peer pairing with their response to it. In sum, it
*Members of the Conduct Problems Prevention Research Group are, in                 Peer Pairing Implementation                                                           • Additional analyses controlling for 15 relevant pretreatment or 1st-grade covariates           to children who needed help in improving social competence.                        is critical to have current and valid measures of functioning at each point in
  alphabetical order, Karen Bierman, Pennsylvania State University; John           • 65% of intervention children received some peer pairing in 2nd grade                   produced similar results                                                                                                                                                         which the amount of intervention services can be adjusted in preventive
                                                                                                                                                                                                                                                                          • We cannot distinguish between these alternative explanations without
  Coie, Duke University; Kenneth Dodge, Duke University; Michael Foster,
                                                                                   • If children were determined by project guidelines or judged by Fast Track staff     • Additional analyses with imputed missing data produced similar results                                                                                                            intervention programs. This is of particular importance in multiple component
  Pennsylvania State University; Mark Greenberg, Pennsylvania State                                                                                                                                                                                                       measures of child functioning, which were believed to influence clinical           intervention programs such as Fast Track. Even if the intervention as a whole
                                                                                        members to need peer pairing, they were supposed to receive 22 sessions          • Additional analyses with propensity scores produced similar results
  University; John Lochman, University of Alabama; Robert McMahon,                                                                                                                                                                                                        judgment, collected throughout 2nd grade                                           is known to be beneficial, without such measures recorded each time a decision
  University of Washington; and Ellen Pinderhughes, Tufts University.                 • Children actually received between 1 and 30 sessions                             • Additional analyses with other outcome measures produced similar results                                                                                                          regarding treatment is made for a particular component of the intervention, it
                                                                                                                                                                                                                                                                                                                                                             will be impossible to determine the effect of that component.

						
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