Effect of Early Grade Retention on School Completion: A Prospective Study.

This 14 year prospective study investigated the effect of retention in grades 1-5 on high school completion (diploma, GED, or drop out). Participants were 734 (52.7% males) ethnically diverse, academically at-risk students recruited from Texas schools into the study when they were in first grade (mean age = 6.57). Propensity score weighting successfully equated the 256 retained students and the 478 students continuously promoted students on 65 covariates assessed in grade 1. At the end of 14 years, 477 had earned a diploma, 21 had obtained a GED, 110 had dropped out, and 126 were missing school completion status. Using multinomial logistic regression with high school graduation as the reference outcome, retention led to a significant increase in the likelihood of dropping out of high school (odds ratio = 2.61), above students' propensity to be retained and additional covariates. The contrast between graduation and GED outcomes was not significant. A significant Retention X Ethnicity X Gender interaction was obtained: The negative effect of retention was strongest for African American and Hispanic girls. Even though grade retention in the elementary grades does not harm students in terms of their academic achievement or educational motivation at the transition to high school, retention increases the odds that a student will drop out of school before obtaining a high school diploma.

Academic Resilience Despite Early Academic Adversity: A Three-Wave Longitudinal Study on Regulation-Related Resiliency, Interpersonal Relationships, and Achievement in First to Third Grade.

Using a bio-social-ecological systems framework, we examined whether interpersonal relationships at school (specifically teacher-student and peer relationships) mediated the link between child resiliency (temperament-based adaptability) and reading or math achievement in a sample of children assessed as experiencing early academic adversity. Participants were 784 ethnically diverse students (mean age at Year 1 = 6.57 years, SD=0.39) who began school as struggling readers or as weak in reading skills relative to their peers (scoring below the median on a school-wide standardized literacy exam). Data on children's resiliency, teacher-student warmth and conflict, peer social preference and peer liking, and reading and math achievement scores were collected across 3 years and three-wave longitudinal models of mediation were tested. Accounting for students nested within classrooms and for baseline covariates (i.e., ethnicity, social economic status, gender), results showed that peer relationships mediated the effect of resiliency on reading, but not math, achievement. Teacher-student relationships were not found to be a mediator between resiliency and achievement. Findings suggest that for children with early academic adversity, resiliency is a protective factor against future academic problems with peer competence facilitating children's academic engagement and achievement.

Teacher-Student Relationship and Peer Disliking and Liking Across Grades 1-4.

Between-child and within-child effects of teacher-student warmth and conflict on children's peer-nominated disliking and liking across Grades 1-4 (ages 6-10) were investigated in a sample of 746 ethnically diverse and academically at-risk children in Texas. Multilevel modeling controlled for time-invariant between-child differences while modeling the effect of time-varying teacher-student relationship (TSR) warmth and conflict on children's peer relatedness. Teachers reported on warmth and conflict. Peers reported on liking and disliking. Above between-child effects of average levels of teacher warmth and conflict on initial level and rate of change in liking and disliking and classroom teacher support, year-to-year changes in TSR conflict and warmth predicted intraindividual change in children's peer disliking but not peer liking.

Effects of Extracurricular Participation During Middle School on Academic Motivation and Achievement at Grade 9.

We investigated the effect of participating in two domains of extracurricular activities (sports and performance arts/clubs) in Grades 7 and 8 on Grade 9 academic motivation and letter grades, above baseline performance. Participants were 483 students (55% male; 33% Euro-American, 25% African American, and 39% Latino). Propensity score weighting controlled for potential confounders in all analyses. Delayed (Grade 8 only) and continuous participation (Grades 7 and 8) in sports predicted competence beliefs and valuing education; delayed and continuous participation in performance arts/clubs predicted teacher-rated engagement and letter grades. Benefits of participation were similar across gender and ethnicity; however, Latino youth were least likely to participate in extracurricular activities. Implications for reducing ethnic and income disparities in educational attainment are discussed.

Using Marginal Structural Modeling for Grade Retention Effects.

Vandecandelaere, Vansteelandt, De Fraine, and Van Damme (this issue) described marginal structural modeling (MSM) and used it to estimate the effects of a time-varying intervention, retention (holding back) in school grades, on students' math achievement. This commentary supplements Vandecandelaere et al. (this issue) and discusses several topics in retention studies and MSM. First, we discuss the importance of equating time-varying confounders in retention studies. Second, we discuss same-grade and same-age comparisons in retention studies. Third, we discuss one important section in the authors' overview of MSM: why standard methods (e.g., ANCOVA, propensity score analysis) cannot properly adjust for time-varying confounders. Finally, using the grade retention analyses in Vandecandelaere et al. (this issue) as an example, we provide our insights on four aspects of MSM: (a) covariate selection, (b) estimation of weights,

Indirect Effects of Extracurricular Participation on Academic Adjustment Via Perceived Friends' Prosocial Norms.

Students who participate in extracurricular activities in middle school exhibit higher levels of academic motivation and achievement, including graduation from high school. However, the mechanisms responsible for these beneficial effects are poorly understood. Guided by the bioecological models of development, this study tested the indirect effects of participation in grade 8 in school sports or performance arts and clubs on grade 9 academic achievement, academic competence beliefs, and school belonging, via adolescents' perceptions of their friends' prosocial norms. Participants were 495 (45 % female) ethnically diverse students (mean age at grade 8 = 13.9 years; SD = .58) who were recruited into a longitudinal study on the basis of below average literacy in grade 1. Using weighted propensity score analyses to control for potential confounders, results of longitudinal SEM found indirect effect of participation in sports, but not of participation in performance arts and clubs, on grade 9 outcomes noted above. Implications of findings for improving educational attainment of at-risk youth are discussed.

African American Children At-Risk of Increasingly Conflicted Teacher-Student Relationships in Elementary School.

Previous studies found different trajectories of conflicted relationships with teachers predictive of academic underachievement. However, little is known about what places children at risk for atypical conflict trajectories. This follow-up study examines whether African American ethnicity, IQ, and SES are unique predictors of teacher-student conflict trajectories taking into account sociobehavioral predictors, including aggression and prosocial behavior. The study included the same ethnically diverse sample of 657 academically at-risk children in which previously four latent growth classes of conflict trajectories (grades 1-5) predictive of underachievement were identified. In this follow-up study, 6 predictors were examined: African American ethnicity, SES, IQ (independent assessment), Inhibitory control (performance measure), and Aggression and Prosocial behavior (peer assessment). The results demonstrated that African American ethnicity, but not IQ and SES, uniquely predicted atypical conflict trajectories, while controlling for sociobehavioral predictors. African American children were at risk of increasingly conflicted relationships with elementary school teachers, which has been found to increase the risk of academic underachievement in middle school.

Learning-related skills and academic achievement in academically at-risk first graders.

Using an academically at-risk, ethnically diverse sample of 744 first-grade children, this study tested a multi-method (i.e., child performance measures, teacher ratings, and peer ratings) measurement model of learning-related skills (i.e., effortful control [EC], behavioral self-regulation [BSR], and social competence [SC]), and their shared and unique contributions to children's reading and math achievement, above the effect of demographic variables. The hypothesized correlated factor measurement model demonstrated relatively good fit, with BSR and SC correlated highly with one another and moderately with EC. When entered in separate regression equations, EC and BSR each predicted children's reading and math achievement; SC only predicted reading achievement. When considered simultaneously, neither EC, BSR, nor SC contributed independently to reading achievement; however, EC had a direct effect on math achievement and an indirect effect on reading achievement via both BSR and SC. Implications for research and early intervention efforts are discussed.

Differential Growth Trajectories for Achievement Among Children Retained in First Grade: A Growth Mixture Model.

The authors investigated the differential effect of retention on the development of academic achievement from grade one to five on children retained in first grade over six years. Growth Mixture Model (GMM) analyses supported the existence of two distinct trajectory groups of retained children for both reading and math among 125 ethnically and linguistically diverse retained children. For each achievement domain, a low intercept/higher growth group (Class 1) and a high intercept/slower growth group (Class 2) were identified. Furthermore, Class 1 children were found to score lower on several measures of learning related skills (LRS) variables and were characterized by having poorer self-regulation and less prosocial behaviors, compared to the other group. Findings suggest that some children appear to benefit more from retention, in terms of higher reading and math growth, than others. Study findings have implications for selecting children into retention intervention and early intervention.

Effect of Retention in First Grade on Parents' Educational Expectations and Children's Academic Outcomes.

The effect of retention in first grade (Year 1) on parents' educational expectations was tested in a sample of 530 ethnically diverse and academically at-risk children. Participants attended one of three school districts in Texas. Of the 530 children, 118 were retained in first grade. Retention had a negative effect on parent expectations in Year 2, which was maintained in Year 3. Year 2 parent expectations partially mediated the effect of retention in first grade on Year 3 reading and math achievement and child academic self-efficacy. All effects controlled for Year 1 measures of the outcome. Results were similar across gender, economic adversity, and ethnicity. Implications for minimizing the negative effect of retention on parents' expectations are suggested.

Dynamics of teacher-student relationships: stability and change across elementary school and the influence on children's academic success.

This study modeled teacher-student relationship trajectories throughout elementary school to predict gains in achievement in an ethnic-diverse sample of 657 academically at-risk students (mean age = 6.57 years, SD = .39). Teacher reports of warmth and conflict were collected in Grades 1-5. Achievement was tested in Grades 1 and 6. For conflict, low-stable (normative), low-increasing, high-declining, and high-stable trajectories were found. For warmth, high-declining (normative) and low-increasing patterns were found. Children with early behavioral, academic, or social risks were underrepresented in the normative trajectory groups. Chronic conflict was most strongly associated with underachievement. Rising conflict but not declining Conflict coincided with underachievement. The probability of school failure increased as a function of the timing and length of time children were exposed to relational adversity.

Trajectories of Math and Reading Achievement in Low Achieving Children in Elementary School: Effects of Early and Later Retention in Grade.

This study investigated the effects of retention or promotion in first grade on growth trajectories in mathematics and reading achievement over the elementary school years (grades 1-5). From a large multiethnic sample (n = 784) of children who were below the median in literacy at school entrance, 363 children who were either promoted (n = 251) or retained (n = 112) in first grade could be successfully matched on 72 background variables. Achievement was measured annually using Woodcock-Johnson W scores; scores of retained children were shifted back one year to permit same-grade comparisons. Using longitudinal growth curve analysis, trajectories of math and reading scores for promoted and retained children were compared. Retained children received a one year boost in achievement; this boost fully dissipated by the end of elementary school. The pattern of subsequent retention in grades 2, 3 and 4 and placement in special education of the sample during the elementary school years is also described and their effects are explored. Policy implications for interventions for low achieving children are considered.

Indirect Effects of Child Reports of Teacher-Student Relationship on Achievement.

The effect of student-reported teacher-student relationship quality (TSRQ) on academic motivation and achievement was investigated among a sample of 690 academically at risk elementary students (52.8% male). Measures of TSRQ, achievement, and motivation were collected annually for 3 consecutive years, beginning when participants were in grade 2 (24.8%) or grade 3 (74.6%). Child-reported conflict was stable across the 3 years, whereas warmth declined. Boys and African American students reported greater conflict than did girls and Caucasian and Hispanic students. Girls and African American students reported higher warmth than boys and non-African American students. Using path analysis, the authors tested the hypothesis that measures of student motivation in Year 2 mediated the effects of conflict and warmth in Year 1 on reading and math achievement in Year 3. Child-perceived conflict predicted cross-year changes in teacher-rated behavioral engagement, which, in turn, predicted cross-year changes in reading and math achievement. Math competence beliefs also mediated the effect of child- perceived warmth on math achievement. Effects controlled for stability of measures across time, the within-wave association between measures, and baseline measures of IQ and economic adversity. Implications of findings for improving the academic achievement of students at-risk for school failure are discussed.

Teacher-student relationships and school adjustment: progress and remaining challenges.

This commentary highlights the ways in which the articles in this special issue contribute to the second generation of research on teacher-student relationships. Second generation research aims to increase our understanding of the development of these relationships, and the processes responsible for their effects, as well as to evaluate theoretically-informed interventions designed to enhance teacher-student interactions. Despite unanswered questions and challenges that confront this field of inquiry, the current state of knowledge is adequate to apply the knowledge gained to the task of increasing teachers' abilities to provide positive social and emotional learning environments, thereby improving students' learning and behavioral adjustment.

Reciprocal effects of student-teacher and student-peer relatedness: Effects on academic self efficacy.

This study investigated the reciprocal effects between teacher student relationship quality (TSRQ) and two dimensions of classroom peer relatedness, peer liking and peer academic reputation (PAR), across three years in elementary school and the effect of both TSRQ and the peer relatedness dimensions on academic self efficacy. Participants were 695 relatively low achieving, ethnically diverse students recruited into the longitudinal study when they were in first grade. Measures of TSRQ and peer relatedness were assessed in years/grades 2-4. Peer liking and PAR were moderately correlated with each other at each time period. As expected, peer liking and TSRQ exhibited bidirectional effects across the three years. Year 3 TSRQ had an effect on Year 4 PAR, but PAR did not have an effect on TSRQ at either time interval. In an additional analysis, Year 4 PAR mediated the effect of Year 3 TSRQ on Year 5 academic self efficacy. Implications for teacher professional development are discussed.

Longitudinal Effects of Teacher and Student Perceptions of Teacher-Student Relationship Qualities on Academic Adjustment.

The shared and unique effects of teacher and student reports of teacher student relationship quality (TSRQ) in second and third grade on academic self views, behavioral engagement, and achievement the following year were investigated in a sample of 714 academically at-risk students. Teacher and student reports of teacher-student support and conflict showed low correspondence. As a block, teacher and student reports of TSRQ predicted all outcomes, above prior performance on that outcome and background variables. Student reports uniquely predicted school belonging, perceived academic competence, and math achievement. Teacher reports uniquely predicted behavioral engagement and child perceived academic competence. Teacher and student reports of the teacher-student relationship assess largely different constructs that predict different outcomes. Implications of findings for practice and research are discussed.

Mentoring highly aggressive children: pre-post changes in mentors' attitudes, personality, and attachment tendencies.

This study examined the degree to which mentoring highly aggressive children was associated with changes in mentors' attitudes, personality, and attachment tendencies. Participants were 102 college students who each mentored an aggressive, high-risk child across three academic semesters (spring, fall, spring). We examined pre- to post-mentoring changes in attitudes about mentoring efficacy and future parenting, Big Five personality characteristics, and attachment tendencies. Mentors also rated the impact of the mentoring relationship in their lives, and both mentors and mentees rated support of the mentoring relationship. Results indicated a statistically significant decrease over time in mentors' ratings of self-efficacy, openness, conscientiousness, extraversion, and agreeableness. These findings held even when controlling for ratings of relationship impact. However, mentors who rated the mentoring relationship as supportive tended to experience increased openness, conscientiousness, and agreeableness and less attachment-related avoidance over time. Child-rated support negatively predicted mentors' post-mentoring attitudes toward future parenting. Discussed are the potential costs of mentoring highly aggressive children and strategies that could help increase benefits to mentors.

Effect of Grade Retention in First Grade on Psychosocial Outcomes.

In a 4-year longitudinal study, the authors investigated effects of retention in first grade on children's externalizing and internalizing behaviors; social acceptance; and behavioral, cognitive, and affective engagement. From a large multiethnic sample (n = 784) of children below the median on literacy at school entrance, 124 retained children were matched with 251 promoted children on the basis of propensity scores (probability of being retained in first grade estimated from 72 baseline variables). Relative to promoted children, retained children were found to benefit from retention in both the short and longer terms with respect to decreased teacher-rated hyperactivity, decreased peer-rated sadness and withdrawal, and increased teacher-rated behavioral engagement. Retained children had a short-term increase in mean peer-rated liking and school belongingness relative to promoted children, but this advantage showed a substantial decrease in the longer term. Retention had a positive short-term effect on children's perceived school belonging and a positive longer term effect on perceived academic self-efficacy. Retention may bestow advantages in the short-term, but longer term detrimental effects on social acceptance may lead to the documented longer term negative effects of retention.

Joint Contributions of Peer Acceptance and Peer Academic Reputation to Achievement in Academically At Risk Children: Mediating Processes.

The longitudinal relationships between two dimensions of peer relationships and subsequent academic adjustment were investigated in a sample of 543 relatively low achieving children (M = 6.57 years at Year 1, 1(st) grade). Latent variable SEM was used to test a four stage model positing indirect effects of peer acceptance and peer academic reputation (PAR) assessed in Year 2 on academic achievement in Year 5, via the effects of the peer relationships variables on perceived academic competence in Year 3 and effortful engagement in Year 4. As expected, the effect of PAR on engagement was partially mediated by perceived academic competence, and the effect of perceived academic competence on achievement was partially mediated by engagement. In the context of PAR, peer acceptance did not contribute to the mediating variables or to achievement. Findings provide a clearer understanding of the processes by which early peer-relationships influence concurrent and future school-related outcomes. Implications for educational practice and future research are discussed.

Child Effortful Control, Teacher-student Relationships, and Achievement in Academically At-risk Children: Additive and Interactive Effects.

The joint contributions of child effortful control (using inhibitory control and task accuracy as behavioral indices) and positive teacher-student relationships at first grade on reading and mathematics achievement at second grade were examined in 761 children who were predominantly from low-income and ethnic minority backgrounds and assessed to be academically at-risk at entry to first grade. Analyses accounted for clustering effects, covariates, baselines of effortful control measures, and prior levels of achievement. Even with such conservative statistical controls, interactive effects were found for task accuracy and positive teacher-student relationships on future achievement. Results suggest that task accuracy served as a protective factor so that children with high task accuracy performed well academically despite not having positive teacher-student relationships. Further, positive teacher-student relationships served as a compensatory factor so that children with low task accuracy performed just as well as those with high task accuracy if they were paired with a positive and supportive teacher. Importantly, results indicate that the influence of positive teacher-student relationships on future achievement was most pronounced for students with low effortful control on tasks that require fine motor skills, accuracy, and attention-related skills. Study results have implications for narrowing achievement disparities for academically at-risk children.