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Third variables in longitudinal research: Application of longitudinal mediation and moderation in school psychology 纵向研究中的第三变量:纵向调解和调节在学校心理学中的应用
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2024-01-20 DOI: 10.1016/j.jsp.2024.101283
Jacqueline M. Caemmerer , Briana Hennessy , Christopher R. Niileksela

Third variable models, such as mediation and moderation, can identify contextual factors that help explain the relation between two variables. Although used less frequently in school psychology research, longitudinal mediation, longitudinal moderation, and the integration of these two approaches can be used to describe the developmental changes in children's psychological and behavioral processes throughout the school years and beyond. This article provides conceptual descriptions of longitudinal mediation, longitudinal moderation, longitudinal moderated mediation, and longitudinal mediated moderation and demonstrates the use of these methods with a large sample of elementary students. Extensions of these methods and applied examples from the literature are also discussed. The Mplus syntax from our illustrated examples are provided for those interested in reproducing the analyses.

第三变量模型,如中介和调节,可以确定有助于解释两个变量之间关系的背景因素。尽管在学校心理学研究中较少使用,但纵向中介、纵向调节以及这两种方法的整合可以用来描述儿童在整个学年及以后的心理和行为过程中的发展变化。本文对纵向中介、纵向调节、纵向调节中介和纵向中介调节进行了概念性描述,并通过大量小学生样本演示了这些方法的使用。此外,还讨论了这些方法的扩展和文献中的应用实例。我们还提供了示例中的 Mplus 语法,供有兴趣重现分析者使用。
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引用次数: 0
Problem solving team interventions: Web-based and consultant-based experimental evaluations 解决问题团队干预:基于网络和顾问的实验评估
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2024-01-11 DOI: 10.1016/j.jsp.2023.101279
Thomas R. Kratochwill , Jennifer M. Asmus , Clarissa Schienebeck , Elizabeth Dohrn , Joel R. Levin , Alexandra Puk Ament , Elizabeth Hagermoser-Bayley , Brittany Bice-Urbach , Megan Willes , Dana Sorensen , Leroy Williams , Lionel Alvarez , Jackie Roessler

This research was designed to develop, implement, and evaluate an assessment and intervention protocol to increase problem-solving teams' (PSTs) adoption and implementation of evidence-based practices aimed at students with disruptive behavior problems. Participants included 15 PSTs. Adopting single-case design methodology, we examined whether a customized set of assessment and intervention consultant-led intervention procedures could be used to improve the activities, process, and recommendations of PSTs compared to a web-based intervention. We were interested in evaluating two variations of the problem-solving model based on the team initiated problem-solving (TIPS) approach. TIPS includes steps to successful problem solving and solution implementation for student academic and behavioral concerns. Based on visual analysis and statistical randomization tests, we found that a teleconsultation web-based model of PST intervention was not effective in improving the functioning of the PST. In contrast, a customized, consultation-led intervention model with PST facilitators that followed this approach was found to be effective in improving both the foundation and thoroughness of the PST's problem solving. Implications of future PST improvement models for practice and research are discussed.

本研究旨在开发、实施和评估一项评估和干预方案,以提高问题解决小组(PSTs)对针对有破坏性行为问题的学生的循证实践的采用和实施。参与者包括 15 个问题解决小组。采用单一案例设计方法,我们研究了与基于网络的干预相比,一套定制的评估和干预顾问主导的干预程序是否可以用来改进问题解决小组的活动、过程和建议。我们有兴趣评估基于团队发起的问题解决(TIPS)方法的问题解决模式的两种变体。TIPS 包括针对学生的学业和行为问题成功解决问题和实施解决方案的步骤。根据直观分析和统计随机测试,我们发现基于远程咨询网络的 PST 干预模式对改善 PST 的运作效果不佳。与此相反,一种由 PST 促进者参与、以咨询为主导的定制干预模式却能有效改善 PST 解决问题的基础和彻底性。本文讨论了未来 PST 改进模式对实践和研究的影响。
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引用次数: 0
The effect of measurement error on the positive predictive value of PSW methods for SLD identification: How buffer zones dispel the illusion of inaccuracy 测量误差对用于 SLD 识别的 PSW 方法的阳性预测值的影响:缓冲区如何消除不准确的错觉
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2024-01-10 DOI: 10.1016/j.jsp.2023.101280
W. Joel Schneider , Dawn P. Flanagan , Christopher R. Niileksela , Joseph R. Engler

Patterns of Strengths and Weaknesses (PSW) methods are widely used for identifying specific learning disabilities (SLDs). Several researchers, however, have reported that the diagnostic accuracy of PSW methods is unacceptably low when strict thresholds were used to identify students with SLDs. We believe these findings give a misleading impression of the magnitude of the diagnostic errors that are likely to arise in PSW assessments. In a simulation study of 10 million cases using a simplified PSW method for demonstration, most of what have been called diagnostic errors were cases in which observed scores and true scores fell on opposite sides of a strict threshold but were still within a buffer zone the size of a typical measurement error. Because small score differences do not result in meaningfully different case conceptualizations, the use of buffer zones reveals that previous estimates of the diagnostic accuracy of PSW methods are misleadingly low. We also demonstrate that diagnostic decisions become increasingly reliable when observed scores are comfortably distant from diagnostic thresholds. For practitioners, we present a flowchart and practical guidelines to improve the accuracy and stability of SLD identification decisions.

优势和劣势模式(PSW)方法被广泛用于识别特殊学习障碍(SLD)。然而,一些研究人员报告说,当使用严格的阈值来识别有特殊学习障碍的学生时,PSW 方法的诊断准确性低得令人无法接受。我们认为,这些研究结果误导了人们对 PSW 评估中可能出现的诊断误差的认识。在一项使用简化的 PSW 方法对 1000 万个案例进行演示的模拟研究中,大多数所谓的诊断误差是指观察分数和真实分数落在严格阈值的两侧,但仍在典型测量误差大小的缓冲区内。由于微小的分数差异不会导致有意义的病例概念差异,缓冲区的使用揭示了以前对 PSW 方法诊断准确性的估计过低,具有误导性。我们还证明,当观察到的分数与诊断阈值相距较远时,诊断决定会变得越来越可靠。我们为从业人员提供了一个流程图和实用指南,以提高 SLD 识别决策的准确性和稳定性。
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引用次数: 0
Kids these days and kids those days: Investigating perceptions of children's social skills from 1988 to 2007 现在的孩子和过去的孩子调查 1988 年至 2007 年人们对儿童社交技能的看法
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2024-01-04 DOI: 10.1016/j.jsp.2023.101278
Katherine E. Frye , Christopher J. Anthony , A. Corinne Huggins-Manley , Tina M. Smith-Bonahue

Behavior rating scales are frequently used assessment tools designed to measure social skills. Use of norm-referenced assessments such as behavior rating scales requires examiners and test publishers to consider when norms become obsolete and norm-referenced scores can no longer be validly interpreted. A fundamental factor influencing norm obsolescence regards changes in baseline levels of targeted traits within the population. Yet, limited research exists regarding how social skills may change at a population level over time as measured by established assessment tools. Thus, the present study investigates population trends in social skills of K–12 children as rated by parents, teachers, and students by concordantly linking the Social Skills Rating System (SSRS; nparent = 833, nteacher = 1215, nstudent = 4105) and the Social Skills Improvement System-Rating Scales (SSIS-RS; nparent = 2400, nteacher = 750, nstudent = 800) using validity samples collected during the development of the SSIS-RS (nparent = 240, nteacher = 221, nstudent = 224). Analyses evaluated differences between ratings on the standardization data from 1988 and 2007 by informant, sex, grade level, and sex by grade level. After applying linear linking techniques, we conducted a series of statistical comparisons that revealed a general upward trend of ratings for the 2007 sample compared to the 1988 sample, with important differences across sex, grade level, and informant. We conclude with a discussion of the implications of these findings for consideration and assessment of children's social skills.

行为等级量表是常用的评估工具,旨在测量社交技能。使用行为等级量表等常模参照测评工具,要求考试者和测验出版商考虑常模何时会过时,常模参照分数何时不能再被有效解释。影响常模过时的一个基本因素是人群中目标特质基线水平的变化。然而,关于既定评估工具所测量的人群社会技能随着时间的推移会发生何种变化的研究却十分有限。因此,本研究通过将 "社交技能评级系统"(SSRS)与 "家长、教师和学生对 K-12 阶段儿童社交技能的评价"(SSRS;n家长=833,n教师=1215,n学生=4105)和社交技能改进系统-评分量表(SSIS-RS;n家长=2400,n教师=750,n学生=800),并使用在 SSIS-RS 开发期间收集的有效样本(n家长=240,n教师=221,n学生=224)。分析评估了 1988 年和 2007 年标准化数据中按信息提供者、性别、年级和按年级的性别划分的评分之间的差异。在应用线性连接技术后,我们进行了一系列统计比较,结果显示,与 1988 年的样本相比,2007 年样本的评分总体呈上升趋势,不同性别、年级和信息提供者之间存在重要差异。最后,我们讨论了这些发现对考虑和评估儿童社交能力的影响。
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引用次数: 0
Measuring social-emotional development in schoolchildren: A national-level analysis of ECLS-B cohort data 衡量学龄儿童的社会情感发展:对 ECLS-B 组群数据的国家级分析
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2024-01-04 DOI: 10.1016/j.jsp.2023.101270
Quentin H. Riser , Heather L. Rouse , Ji Young Choi

The present study examined the social-emotional development items assessed by kindergarten teachers in the Early Childhood Longitudinal Study-Birth Cohort to determine the optimal factor structure underlying the items as well as the reliability and validity of the resulting factors. This study identified an empirically derived factor structure for teacher-reported social development, investigated whether there was evidence of bias in teacher assessments of social-emotional constructs, examined factor invariance across demographic characteristics (i.e., race and ethnicity, sex, and poverty status), and examined the external validity of the derived factors by determining the extent to which they were associated with well-established measures of early childhood competencies. Findings suggested a 4-factor solution was optimal, consisting of (a) Interpersonal Skills, (b) Externalizing Behavior, (c) Approaches to Learning, and (d) Perspective Taking. Findings offer suggestive evidence of teacher biases in assessments and some, although not conclusive, support for the invariance of social-emotional dimension across demographic characteristics. Results provide a useful next step toward documenting reliable and valid social-emotional measures for use in early childhood research and challenges users of national datasets to think critically about the use of “scales” without a priori attention to important psychometric properties.

本研究对幼儿纵向研究-出生队列中幼儿园教师评估的社会情感发展项目进行了研究,以确定这些项目所依据的最佳因子结构,以及由此得出的因子的信度和效度。这项研究为教师报告的社会性发展确定了一个经验推导出的因子结构,调查了教师对社会情感建构的评估是否存在偏差的证据,检验了不同人口特征(即种族和民族、性别和贫困状况)的因子不变性,并通过确定这些因子与幼儿能力的成熟测量方法之间的关联程度,检验了推导出的因子的外部有效性。研究结果表明,4 个因子是最佳解决方案,包括(a)人际交往能力、(b)外化行为、(c)学习方法和(d)观点取向。研究结果为教师在评估中的偏差提供了提示性证据,并为不同人口特征的社会情感维度的不变性提供了一些支持(尽管不是决定性的)。研究结果为记录用于幼儿研究的可靠有效的社会情感测量方法迈出了有益的一步,同时也对国家数据集的使用者提出了挑战,要求他们在使用 "量表 "时进行批判性思考,而不要先入为主地忽视重要的心理测量特性。
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引用次数: 0
Relationships among teacher enjoyment, emotional labor, and perceived student engagement: A daily diary approach 教师的乐趣、情感劳动和学生参与度之间的关系:每日日记法
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2023-12-29 DOI: 10.1016/j.jsp.2023.101271
Irena Burić , Hui Wang

The present daily diary study among 587 Canadian primary and secondary school teachers assessed teachers' genuine expression, faking, hiding of happiness and enthusiasm, and their daily associations with perceived student emotional and behavioral engagement. Moreover, we measured teachers' trait enjoyment before and after the diary study to examine whether teacher trait enjoyment predicted the use of emotional labor strategies that, in turn, were related to teachers' perceptions of their students' engagement. In addition, we examined whether perceived student engagement predicted future levels of teacher trait enjoyment. Results from multilevel structural equation modeling showed that, at the between-person level, teachers who had higher levels of trait enjoyment tended to spontaneously show their positive feelings to their students (β = 0.381, p < .001), which was further positively related to student engagement (β = 0.257, p < .001). In turn, teachers' perceptions of heightened student engagement led to even greater enjoyment in the future (β = 0.134, p < .05). In contrast, teacher trait enjoyment was negatively related to faking (β = −0.297, p < .001) and hiding positive emotions (β = −0.130, p < .05), but was further unrelated to student engagement or future enjoyment. At the within-person level, genuine expression of positive emotions was positively related to student engagement (β = 0.219, p < .001), faking was negatively related to student engagement (β = −0.134, p < .001), and hiding was unrelated to student engagement.

本研究对 587 名加拿大中小学教师进行了日常日记研究,评估了教师的真实表达、伪装、隐藏快乐和热情,以及它们与学生情感和行为参与的日常关联。此外,我们还测量了教师在日记研究前后的特质愉悦度,以研究教师的特质愉悦度是否能预测情感劳动策略的使用,而情感劳动策略的使用又是否与教师对学生参与度的感知有关。此外,我们还研究了感知到的学生参与度是否会预测教师未来的特质愉悦水平。多层次结构方程模型的结果显示,在人与人之间,特质愉悦水平较高的教师倾向于自发地向学生展示他们的积极情感(β = 0.381,p < .001),而这又与学生的参与度呈正相关(β = 0.257,p < .001)。反过来,教师对学生参与度提高的感知也会在未来带来更多的乐趣(β = 0.134, p <.05)。与此相反,教师的特质愉悦与伪装(β = -0.297,p <.001)和隐藏积极情绪(β = -0.130,p <.05)呈负相关,但与学生的参与度或未来的愉悦感无关。在个人层面上,积极情绪的真实表达与学生的参与度呈正相关(β = 0.219,p < .001),伪装与学生的参与度呈负相关(β = -0.134,p < .001),而隐藏与学生的参与度无关。
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引用次数: 0
Math self-concept in the transition to secondary school: Developmental trends, predictors, and educational implications among high-ability and average-ability students 升入中学后的数学自我概念:高能力学生和中等能力学生的发展趋向、预测因素和教育影响
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2023-12-23 DOI: 10.1016/j.jsp.2023.101268
Alicia Ramos, Karine Verschueren

This study examined the development of math self-concept during the transition to secondary school comparatively among high-ability and average-ability students in a largescale longitudinal sample in Flanders, Belgium (N = 5740 students; 49.5% males). Latent change models revealed that high-ability students, although maintaining higher relative levels of math self-concept, experienced steeper levels of math self-concept decline in the transition to secondary school than their average-ability peers, according to students' reports. Cognitive ability, measured with standardized intelligence tests, predicted steeper math self-concept decline within both ability groups, and in both groups stronger math self-concept decline was associated with (a) higher levels of teacher-reported underachievement in Grade 7 (r2 = 0.13, p < .001), (b) lower standardized math achievement in Grade 11 (r2 = 0.49, p < .001), (c) lower student-reported school well-being in Grade 7 (r2 = 0.13, p < .001) and Grade 11 (r2 = 0.04, p < .001), and (d) higher risk of grade repetition by the end of secondary school (r2 = 0.11, p < .001). These findings establish that the level of math self-concept and the degree in decline in math self-concept can have negative implications for educational outcomes, even when math self-concept level remains high relative to peers.

本研究在比利时佛兰德斯的一个大型纵向样本中,比较研究了高能力学生和普通能力学生在升入中学期间数学自我概念的发展情况(样本数=5740名学生;49.5%为男性)。潜在变化模型显示,根据学生的报告,高能力学生虽然保持了较高的数学自我概念相对水平,但在升入中学后,其数学自我概念的下降程度比普通能力学生更严重。用标准化智力测验衡量的认知能力预示着两个能力组中数学自我概念的陡峭下降,而且两个组中数学自我概念的较强下降与(a)教师报告的七年级学习成绩较差(r2 = 0.13, p < .001),(b)11 年级标准化数学成绩较低(r2 = 0.49,p < .001),(c)7 年级(r2 = 0.13,p < .001)和 11 年级(r2 = 0.04,p < .001)学生报告的学校幸福感较低(r2 = 0.11,p < .001),以及(d)中学毕业时留级风险较高(r2 = 0.11,p < .001)。这些研究结果表明,即使数学自我概念水平与同龄人相比仍然较高,数学自我概念的水平和数学自我概念下降的程度也会对教育结果产生负面影响。
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引用次数: 0
Method considerations for school psychology from longitudinal research on gifted students 资优学生纵向研究对学校心理学方法的启示
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2023-12-22 DOI: 10.1016/j.jsp.2023.101269
Jonathan Wai , Harrison J. Kell , Frank C. Worrell

This article draws from longitudinal research on gifted students to provide method considerations for school psychology research. First, we provide some background of gifted and talented education in the United States. Then, drawing from multiple longitudinal samples of gifted students, in particular the Study of Mathematically Precocious Youth (SMPY), we illustrate the role of replications, including constructive replications. In the middle two sections, we highlight methodological design features focused first on predictors, and then on outcomes, considering types, magnitude, and breadth. Finally, we provide additional considerations and future directions, including expanding the outcome domain, overcoming the limitations of past gifted and talented research studies, and suggesting possibilities for future research. Our article may help improve school psychology research as well as assist school psychology researchers interested in conducting their own longitudinal studies using gifted samples.

本文通过对资优学生的纵向研究,为学校心理学研究提供方法上的思考。首先,我们介绍了美国资优教育的一些背景。然后,我们从多个资优学生纵向样本,特别是数学早熟青少年研究(SMPY)中,说明了复制(包括建设性复制)的作用。在中间两节中,我们强调了方法论设计的特点,首先关注预测因素,然后关注结果,考虑类型、幅度和广度。最后,我们提供了更多的考虑因素和未来方向,包括扩大结果领域、克服以往资优研究的局限性以及提出未来研究的可能性。我们的文章可能有助于改进学校心理学研究,并帮助有兴趣使用资优样本开展纵向研究的学校心理学研究人员。
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引用次数: 0
Mediating role of social skills in the longitudinal relationship between intrapersonal perfectionism and psychological well-being of preadolescents 社会技能在青春期前人格完美主义与心理健康的纵向关系中的中介作用
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2023-11-22 DOI: 10.1016/j.jsp.2023.101257
Younsil A. Lee , Haeyoung G. Park , Jeong Eun Cheon , Kenneth G. Rice , Young-Hoon Kim

Intrapersonal perfectionism is the dispositional tendency to impose perfectionistic expectations on oneself and is considered a bidimensional construct that consists of standards perfectionism and discrepancy perfectionism. Although scholars established the links between standards perfectionism and psychological adjustment and between discrepancy perfectionism and psychopathology, the mechanisms that explain these associations remain relatively unknown. Thus, a better understanding of these mechanisms, especially in children, is warranted given their high prevalence in this developmental population and potential destructiveness on psychological well-being. The present study examined whether social skills with peers mediated the link between the dimensions of interpersonal perfectionism and psychological outcomes due to the salience of social skills acquisition in middle childhood. The study included 225 students (nfemale = 114; nmale = 111) with ages ranging from 7 to 10 years at Time 1 (T1; Mage = 8.55, SD = 1.15) and from 8 to 11 years at Time 2 (T2; Mage = 9.52, SD = 1.10). Participants provided responses on measures concerning standards perfectionism, discrepancy perfectionism, social skills, and psychological well-being at both time points. Longitudinal structural equation modeling indicated that standards perfectionism was positively associated with increases in social skills over time and psychological well-being, whereas discrepancy perfectionism was linked with decreases in social skills over time followed by psychological maladjustment. The study discusses implications for interventions and treatments.

自我完美主义是一种倾向于对自己施加完美主义期望的性格倾向,被认为是一种由标准完美主义和差异完美主义组成的二维结构。虽然学者们建立了标准完美主义和心理适应之间的联系,以及差异完美主义和精神病理之间的联系,但解释这些联系的机制仍然相对未知。因此,有必要更好地了解这些机制,特别是在儿童中,因为它们在这一发育人群中非常普遍,对心理健康具有潜在的破坏性。本研究考察了同伴社交技能是否在人际完美主义维度与心理结果之间起中介作用,因为社交技能习得在儿童中期尤为突出。研究纳入225名学生(男114名;nmale = 111),时间1时年龄为7 ~ 10岁(T1;图像= 8.55,SD = 1.15),时间2为8 - 11年(T2;法师= 9.52,SD = 1.10)。参与者在两个时间点都提供了关于标准完美主义、差异完美主义、社交技能和心理健康的测量结果。纵向结构方程模型表明,标准完美主义与社交技能随时间的增长和心理健康呈正相关,而差异完美主义与社交技能随时间的下降和心理适应不良相关。该研究讨论了干预和治疗的意义。
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引用次数: 0
National patterns of vulnerable decision points in school discipline 学校纪律中易受伤害的决策点的国家模式
IF 5 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2023-11-20 DOI: 10.1016/j.jsp.2023.101259
Sean C. Austin, Kent McIntosh, Erik J. Girvan

In this study, we identified the specific discipline decision situations (i.e., vulnerable decision points [VDPs]) that contribute most to racial discipline disparities from a sample of 2020 schools across the United States. We also examined how much VDPs contributed to overall discipline disparities and the extent to which there was similarity among the strongest VDPs within each school. Last, we directly compared the VDP that contributed most to disparities in each school to situations with the highest rates of office discipline referrals (ODRs) to identify the extent of agreement with overall school discipline patterns. We found the most common VDPs within schools to be subjective behaviors (e.g., defiance, disruption) in classrooms throughout the day, with ODRs for physical aggression contributing notably to disparities among the top 10 VDPs. The strongest single VDP accounted for an average of 17% of racial disparities across the school and the top three VDPs accounted for 37% of disparities. The strongest three VDPs within schools also were remarkably consistent across behavior and location. Finally, there was moderate agreement between situations with the most ODRs and those with the strongest racial disparities, with 63% of schools in the sample having VDPs identical to their situations with most ODRs. In the absence of prescriptive analysis of their own school data, the results of this study provide school leaders and intervention researchers with more precise, promising targets for intervention to increase educational equity.

在本研究中,我们从美国2020所学校的样本中确定了造成种族学科差异最大的特定学科决策情境(即脆弱决策点[vdp])。我们还研究了vdp对整体学科差异的影响程度,以及每所学校中最强vdp之间的相似性程度。最后,我们直接比较了导致每所学校差异最大的VDP与办公室纪律转诊(odr)率最高的情况,以确定与整体学校纪律模式的一致程度。我们发现学校中最常见的vdp是一整天在教室里的主观行为(例如,反抗,破坏),身体攻击的odr显著地导致了前10名vdp之间的差异。最强的单一VDP平均占整个学校种族差异的17%,前三名VDP占37%。学校中表现最好的三名副校长在行为和地理位置上也非常一致。最后,odr最多的情况和种族差异最大的情况之间存在适度的一致性,样本中63%的学校的vdp与odr最多的情况相同。在缺乏对自己学校数据的规定性分析的情况下,本研究的结果为学校领导和干预研究人员提供了更精确、更有希望的干预目标,以增加教育公平。
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引用次数: 0
期刊
Journal of School Psychology
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