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Informative Prior Distributions in Multilevel/Hierarchical Linear Growth Models: Demonstrating the Use of Bayesian Updating for Fixed EffectsSchaper, Andrew 29 September 2014 (has links)
This study demonstrates a fully Bayesian approach to multilevel/hierarchical linear growth modeling using freely available software. Further, the study incorporates informative prior distributions for fixed effect estimates using an objective approach. The objective approach uses previous sample results to form prior distributions included in subsequent samples analyses, a process referred to as Bayesian updating. Further, a method for model checking is outlined based on fit indices including information criteria (i.e., Akaike information criterion, Bayesian information criterion, and deviance information criterion) and approximate Bayes factor calculations. For this demonstration, five distinct samples of schools in the process of implementing School-Wide Positive Behavior Interventions and Supports (SWPBIS) collected from 2008 to 2013 were used with the unit of analysis being the school. First, the within-year SWPBIS fidelity growth was modeled as a function of time measured in months from initial measurement occasion. Uninformative priors were used to estimate growth parameters for the 2008-09 sample, and both uninformative and informative priors based on previous years' samples were used to model data from the 2009-10, 2010-11, 2011-12, 2012-13 samples. Bayesian estimates were also compared to maximum likelihood (ML) estimates, and reliability information is provided. Second, an additional three examples demonstrated how to include predictors into the growth model with demonstrations for: (a) the inclusion of one school-level predictor (years implementing) of SWPBIS fidelity growth, (b) several school-level predictors (relative socio-economic status, size, and geographic location), and (c) school and district predictors (sustainability factors hypothesized to be related to implementation processes) in a three-level growth model. Interestingly, Bayesian models estimated with informative prior distributions in all cases resulted in more optimal fit indices than models estimated with uninformative prior distributions.
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Effects of Self-delivered Performance Feedback and Impact Assessment via the Individual Student Information System (ISIS-SWIS) on Behavior Support Plan Treatment Fidelity and Student OutcomesPinkelman, Sarah 17 October 2014 (has links)
The success of behavioral interventions depends not just on the quality of procedures employed but on the extent to which procedures are implemented. This study used a multiple-baseline across participants single-case design to assess the impact of an online data management application (the Individual Student Information System; ISIS- SWIS) on the fidelity and impact of individual student behavior support plans in typical school contexts. Three students with patterns of problem behavior and their supporting adults participated in the study. The research question examined if a functional relation exists between use of (a) performance self-assessment and (b) student impact assessment via ISIS-SWIS on the fidelity of behavior support plan implementation by adults and improvement in academic engagement and problem behavior by students. Results indicate the efficacy of ISIS-SWIS in improving treatment fidelity, decreasing student problem behavior, and increasing student academic engagement. Potential contributions of the study are discussed in terms of establishing efficient data systems for schools to use in monitoring staff and student behavior and using these data in a meaningful way that results in improved student outcomes and sustained behavior change.
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An Evaluation of An Assessment of Check-In/Check-Out with Children who are Homeless in an After School Care ProgramCamacho, Ana Paula 29 June 2016 (has links)
Schoolwide Positive Behavior Interventions and Support (SWPBIS) is an approach designed to improve the correct implementation, consistent use, and maintenance of evidence-based practices related to behavior, classroom management and school discipline systems. Check-in/Check-out (CICO) is often recognized as a successful intervention in SWPBIS. However, most of the research on the use of CICO has focused on the school setting. This study provided an extension to the literature by examining the effects of the CICO program with homeless children attending an afterschool program. A non-concurrent multiple baseline across participants design was used to evaluate the CICO program effects. Students were exposed to a CICO intervention in which problem behaviors were targeted for reduction and task engagement was targeted for acquisition. Of the five participants selected for the study four participants were exposed to a CICO intervention. Results demonstrated a decrease in problem behaviors and an increase in task engagement for all four participants.
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Teachers’ Experiences of School-Wide Positive Behavior Interventions and Supports: A Qualitative StudyWalter, Eric 23 April 2020 (has links)
No description available.
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Use of empirically-based reading interventions to address the academic skills deficits and escape-maintained target behaviors exhibited by elementary school studentsAnderson, Melissa S 13 December 2008 (has links)
The participants in this study were referred by the teacher or the teacher support team for a functional behavioral assessment (FBA) and development of a positive behavior support plan to address disruptive behavior and academic skills deficits. Therefore, the purpose of Experiment I was to examine the ability of FBA procedures to identify students with reading difficulty who demonstrated problem behavior potentially maintained by escape from academic demands. Each environmental variable introduced during the brief functional analysis was manipulated via a multiple element design (Cooper, Wacker, Sasso, Reimers, & Donn, 1990; Derby et al., 1992; Northup et al., 1991). Experiment II sought to empirically evaluate the effectiveness of the Reading to Read (RTR) intervention package in addressing the oral reading fluency and comprehension deficits of referred elementary students. Experiment II also examined the generalized effects of the reading intervention on reducing the identified escapemaintained problem behaviors (i.e., off-task) during the reading class. For Experiment II, a multiple baseline (MBL) across participants design was used to evaluate the impact of the RTR intervention on addressing both academic and problem behaviors (e.g., identified on the FAIR-T). Results from descriptive and functional analysis procedures in Experiment I revealed that all of the participants were performing at least one grade level below expectations in regarding to reading fluency. In addition, all of the participants exhibited more off-task behavior during the difficult task demand versus the easy task demand conditions of the brief functional analysis. The participants also obtained lower scores on comprehension questions during the difficult task demand versus the easy task demand conditions. This pattern of responding suggested the off-task behavior was potentially maintained by escape from academic demands in reading. Results from Experiment II revealed that all participants increased their oral reading fluency levels on intervention probes in comparison to the baseline levels. In addition to the increase in oral reading fluency, there was an increase in their percentage of correct responses in reading comprehension when compared to baseline data. In regards to generalization reading probes, all of the participants evidenced overall increases in their reading skills in comparison to baseline data. In fact, all of the participants increased from frustrational to near mastery levels. Finally, results from Experiment II revealed that all participants’ experienced reduction in their off-task behavior while partaking in the RTR intervention in comparison to baseline levels. This notable decrease extended throughout the study for all participants. Overall, the present results revealed that the RTR intervention was effective in addressing the reading fluency and comprehension deficits of identified students. In addition, remediation of reading skills appeared to have assisted in the reduction of social problem behavior performed during reading instruction in the general education classroom. Important implications for practice and inclusion of the procedures used in this study within applied settings are discussed. In addition, important limitations and considerations for future research are outlined.
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Unpacking the Discipline Gap: Referral Categories and School-Wide Positive Behavior Interventions and SupportsBarclay, Christopher Michael 14 October 2015 (has links)
Despite decades of efforts to racially integrate schools and the recent accountability movement, U.S. students’ access to equitable education remains elusive. Research demonstrates that discipline procedures disproportionately remove racial minority students from the classroom, creating a “discipline gap.” Racial disparities in discrete disciplinary infraction types (e.g., disruption, aggression) have shown nuanced patterns across groups and school levels. Moreover, the relationship between school-wide positive behavior interventions and supports (SWPBIS) – a framework for promoting positive behavior and preventing conflict – and the discipline gap is unclear. This investigation explored racial/ethnic disparities per infraction type (e.g. disruption, verbal abuse) and the relationship of SWPBIS implementation fidelity to these referrals using multilevel logistic regression analyses. Participants were 40 elementary schools receiving PBIS technical assistance and the 24,512 students served by the schools. Findings of disciplinary disparities largely were consistent with previous studies with similar methods. Compared to White peers, Black students were overrepresented in office discipline referrals (ODRs) across all infraction types while Hispanic students were underrepresented in Aggression referrals and other racial/ethnic minority students were underrepresented in Miscellaneous referrals. SWPBIS implementation fidelity demonstrated a significant negative relationship with the overall ODR rate and was significantly related to infractions for Aggression; however, no evidence was produced to support the notion that SWPBIS produces more equitable discipline practices. Implications for the research and practice of culturally responsive behavior supports are discussed.
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Critical Race Examination of Educator Perceptions of Discipline and School-Wide Positive Behavior Interventions and SupportsMassey, Michael J 01 January 2019 (has links)
School-Wide Positive Behavioral Interventions and Supports (SWPBIS) is a school disciplinary framework seen as an effective tool to replace school disciplinary practices that contribute to the school to prison pipeline (STPP). While evidence suggests that SWPBIS can help improve school discipline and lower suspension/expulsion rates, it has not been shown to consistently decrease racial disciplinary disparities. This study thematically analyzed semi-structured interviews of educational staff at one high school at the outset of SWPBIS implementation to understand their perceptions of school discipline and the potential for SWPBIS to address root causes of racial disciplinary disproportionality. Using a critical race theory analytical lens to center issues of race and racism, the findings revealed a school that is deeply structured in Whiteness. Participants described the school as “two schools in one”—one that is largely White, affluent, and high-achieving and another that is predominantly Black, economically disadvantaged, and achieving at lower levels. Educators were open to key elements of SWPBIS, such as positive discipline and school-wide consistency in disciplinary practices. And while many participants identified systemic barriers to achieving equity, they simultaneously relied on discursive strategies that upheld Whiteness. These findings suggest that SWPBIS has the potential to be an alternative to punitive school discipline, but faces multiple barriers in addressing disciplinary disproportionality. The segregated and stratified school structure raises questions about whom SWPBIS is for and who will bear the burden of implementation.
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Using Multimedia Social StoriesTM to Enhance Prosocial Behavior of At-Risk PreschoolersSuric, Daniella 20 May 2014 (has links)
This study evaluated Social StoriesTM (SS) with three at-risk preschool children in a high- need public elementary school. Specifically, this study examined the use of a multimedia SS designed to decrease problem behavior and increase prosocial behavior. A multiple baseline design across participants with an ABC sequence was used to assess the impact of the standard SS and multimedia SS on the children's target behaviors. The results of the study indicated that the standard SS was successful in reducing problem behavior and increasing prosocial behavior for all three participating children. The results also indicated that the multimedia SS had positive effects on the children, further increasing prosocial behavior during intervention. Although the problem behavior did not further decrease when the multimedia SS was introduced, the low levels of problem behavior were maintained at a 3-week follow-up for all three children. All three children demonstrated maintenance of improved prosocial behavior during follow-up. Overall, the multimedia SS demonstrated high levels of social validity.
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Benchmarks of Equality? School-Wide Positive Behavior Interventions and Supports and School Discipline Risk and Disparities for Black and Hispanic StudentsBarclay, Christopher M. 03 July 2017 (has links)
In U.S. schools, Black and Hispanic youth receive discipline in the form of office discipline referrals and out-of-school suspensions at a rate greater than their White peers. Contributing factors to this “discipline gap” may be found across a number of ecological variables. Therefore, multifaceted and systemic interventions such as school-wide positive behavior interventions and supports (SWPBIS) should be evaluated for their effectiveness in producing more equitable school discipline rates. In light of mixed evidence for the relationship of SWPBIS with discipline equity, the purpose of this study was to examine the merits of five critical elements of SWPBIS for reducing discipline rates for Black and Hispanic students and for closing the discipline gap. Among a sample of 322 Florida SWPBIS-implementing schools serving a total of 292,490 students, SWPBIS fidelity’s relationships with discipline rates and with disparities were investigated. The Benchmarks of Quality, a psychometrically sound measure of SWPBIS fidelity completed by a school-based team and an external coach, was completed at each school. Results of multiple linear regression analyses indicated that higher fidelity to SWPBIS Classroom Systems was related to decreased discipline risk for all students, including Black and Hispanic students, but not more equitable discipline practices. Higher fidelity to SWPBIS Expectations was related to higher suspension risk among Black students while higher levels of Recognition were related to more equitable suspension practices. No significant relationships were observed between Lessons and Data Analysis and disciplinary rates or equity. Implications for the research and practice of SWPBIS are discussed, along with connections to other lines of research addressing educational equity.
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AN EXPLORATION OF POSITIVE BEHAVIOR INTERVENTIONS AND SUPPORTS IMPACT ON DISCIPLINE, ACHIEVEMENT, AND PERCEPTIONS OF SCHOOL CLIMATE IN AN URBAN SCHOOL DISTRICTPettiegrew, Robin A. January 2021 (has links)
No description available.
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