Students’ Motivation and Engagement Predict Reading Achievement Differently by Ethnic Group

The authors examined Grade 3 and Grade 5 teacher-rated classroom engagement and student self-reported motivation for reading as predictors of reading achievement. They investigated the patterns of prediction of achievement for three racial/ethnic groups (White, Black, and Hispanic) and five levels of socioeconomic status (SES) in a combined within-group model. Groups were created by crossing race/ethnicity with SES to form 15 independent groups for each grade level. Results indicated that self-reported motivation was a significant predictor of reading achievement mainly for White third-grade students; teacher-reported engagement was a better predictor for all racial/ethnic groups for both Grade 3 and Grade 5 reading achievement. Results show higher achievement for White and higher-SES students compared with non-White and lower-SES students.     

Criterion-related bias with the guide to the assessment of test-session behavior for the WISC-III and WIAT: Possible race/ethnicity, gender, and SES effects

Using the Guide to the Assessment of Test-Session Behavior for the WISC-III and WIAT (GATSB), Anglo examiners recorded test observations for 969 children between the ages of 6 and 16 years. The children came from the standardization and validity-study samples of GATSB ratings completed with the Wechsler Intelligence Scale-Third Edition (WISC-III) (Wechsler, 1991). The sample differed by race (Anglo, black, Latino), socioeconomic status (SES) (high, middle, low), and gender. GATSB ratings and WISC-III Verbal, Performance, and Full Scale IQs were compared. Correlations between the GATSB and WISC-III were generally moderate (average R = -.27). Children who exhibited higher levels of avoidance, inattentiveness, and uncooperative behaviors while being tested tended to exhibit lower WISC-III scores. This pattern held true for Anglos, blacks, and Latinos; for girls and boys; and for those from high-, middle-, and low-SES homes. Evidence was generally absent that Anglo examiners display bias in black-Anglo, gender, or SES comparisons. However, consistent differences were noted between Latino and Anglo children. Examiners tended to rate Latinos as displaying better test behaviors than Anglos when children's IQs were below average, but comparable when IQs were average and above. Thus, the GATSB generally displayed similar intrasession validities for children who differ by race/ethnicity, gender, and SES.     

A regression analysis of test bias on the WISC-R for Anglos and Chicanos referred for psychological services

Predictive validity of the Wechsler Intelligence Scale for Children-Revised was investigated across race for 174 Chicano and 94 Anglo children referred for psychological services. Regression lines for the prediction of achievement were compared across race through the Potthoff analysis, which provides a simultaneous test of slope and intercept values. Results of these comparisons generally supported the predictive validity of the WISC-R across race with this referral sample of young children.     

The Role of Neighborhood Context and School Climate in School‐Level Academic Achievement

In recent years, the quality of education available to children has become increasingly dependent on the social and economic demographics of neighborhoods in which the children live. This study assesses the role of community violence in explaining the relation between socio‐economic status (SES) and academic outcomes and the potential of positive school climate to promote academic achievement. With a sample of 297 Chicago public elementary schools, we examine community‐level and school‐level data and use Geographic Information Systems (GIS) mapping to illustrate how school academic achievement coincides with neighborhood economics and crime statistics. Results support the hypothesized mediation, such that lower SES was associated with lower academic achievement, and violent crime partially mediated this relation. School climate was positively associated with academic achievement, and student safety significantly moderated the relation between SES and academic achievement. Implications for theory, research, and intervention are discussed.     

歧视知觉、抑郁和农村留守儿童的学业成绩：纵向中介模型

以1147名双亲外出儿童和父亲外出儿童为被试,采用追踪研究设计,探讨了农村留守儿童歧视知觉和学业成绩之间的相互作用关系以及抑郁在其中的中介作用。结果发现:（1）农村留守儿童的学业成绩显著负向预测其随后的歧视知觉,但是歧视知觉不能显著预测其随后的学业成绩;（2）抑郁在留守儿童的学业成绩和歧视知觉之间起着纵向中介作用。这表明,学业成绩是降低留守儿童歧视知觉水平的重要资源,良好的学业成绩不仅可以直接降低农村留守儿童的歧视知觉,而且还能通过降低其抑郁水平来降低农村留守儿童的歧视知觉水平。     

Does Socioeconomic Status Matter for Chinese Immigrants’ Academic Socialization? Family Environment,Parental Engagement,and Preschoolers’ Outcomes

Families’ academic socialization mediates how socioeconomic status (SES) affects children’s achievement. However, little is known about whether cultural values and family cohesion could buffer negative effects of low SES. We examined parental academic socialization and children’s achievement in 220 low- and middle-SES Chinese immigrant families with four-year-olds. Low-SES parents showed less stressful family environments and stronger beliefs about parental responsibility for education. However, middle-SES parents provided more reading engagement and enrichment activities. Reading engagement and SES were significantly associated with children’s academic performance. These findings demonstrate low-SES families’ strengths but suggest the need to provide more support for such families.     

Race,social class,and predictive bias: An evaluation using the WISC,WRAT, and teacher ratings

This study evaluated the interrelationships of a brief form of the Wechsler Intelligence Scale for Children (WISC), the Wide Range Achievement Test (WRAT), and teacher ratings of classroom achievement in a large sample (n = 7,028) of 6- to 11-year-old children. Additionally, the study focused on the differential accuracy of these measures in predicting achievement among test takers who differed in race and socioeconomic status (SES). Overall, the results indicated a substantial relationship between the WISC and WRAT (r = .67); the WISC and teacher ratings (r = .45); and the WRAT and teacher ratings (r = .55). The relationship between the WISC and WRAT was found to be independent of race but did tend to decrease with increasing SES. The two relationships involving teacher ratings were found to be lower for black children (WISC vs. Teacher ratings, r = .33; WRAT vs. Teacher ratings, r = .47) and for black children tended to decrease with increasing SES. Although the correlational analyses indicated that race and SES functioned as moderator variables to some extent, an evaluation of possible predictive biases when using the common (total sample) regression equation indicated that biases in predicting achievement tended to be small and in some cases favored the socially disadvantaged child.     

Predicting educational achievement from genomic measures and socioeconomic status

The two best predictors of children's educational achievement available from birth are parents’ socioeconomic status (SES) and, recently, children's inherited DNA differences that can be aggregated in genome‐wide polygenic scores (GPS). Here, we chart for the first time the developmental interplay between these two predictors of educational achievement at ages 7, 11, 14 and 16 in a sample of almost 5,000 UK school children. We show that the prediction of educational achievement from both GPS and SES increases steadily throughout the school years. Using latent growth curve models, we find that GPS and SES not only predict educational achievement in the first grade but they also account for systematic changes in achievement across the school years. At the end of compulsory education at age 16, GPS and SES, respectively, predict 14% and 23% of the variance of educational achievement. Analyses of the extremes of GPS and SES highlight their influence and interplay: In children who have high GPS and come from high SES families, 77% go to university, whereas 21% of children with low GPS and from low SES backgrounds attend university. We find that the associations of GPS and SES with educational achievement are primarily additive, suggesting that their joint influence is particularly dramatic for children at the extreme ends of the distribution.     

歧视知觉、抑郁和农村留守儿童的学业成绩：纵向中介模型

以1147名双亲外出儿童和父亲外出儿童为被试,采用追踪研究设计,探讨了农村留守儿童歧视知觉和学业成绩之间的相互作用关系以及抑郁在其中的中介作用。结果发现:（1）农村留守儿童的学业成绩显著负向预测其随后的歧视知觉,但是歧视知觉不能显著预测其随后的学业成绩;（2）抑郁在留守儿童的学业成绩和歧视知觉之间起着纵向中介作用。这表明,学业成绩是降低留守儿童歧视知觉水平的重要资源,良好的学业成绩不仅可以直接降低农村留守儿童的歧视知觉,而且还能通过降低其抑郁水平来降低农村留守儿童的歧视知觉水平。     

School socio-economic status and student socio-academic achievement goals in upper secondary contexts

In recent years motivational researchers have spent considerable time examining race/ethnicity and gender differences in academic and social achievement goals, but little time examining the influence of socioeconomic status (SES). This lack of attention is surprising given that both student motivation and SES have been shown to predict academic attainment. This study surveyed the academic and social achievement goal orientations of 16–17 year old students (n = 130) attending two schools with markedly different socioeconomic profiles. Analyses showed significant differences between the schools on the academic achievement goal scales, with students at the low SES school less likely to endorse adaptive combinations of mastery and performance goals than their high SES counterparts. Students who did not expect to finish senior high school also endorsed social goals that may manifest as disruptive behaviours in the classroom. The findings suggest that SES may influence the adoption of academic achievement goals but not necessarily social achievement goals. Implications for theory and research are discussed.     

学校群体构成对流动儿童数学学业成就的影响:一项多水平分析

学校群体构成是影响儿童学业成就的重要环境变量,并对流动儿童具有不同于本地儿童的特殊效应。本研究数据来自"中国儿童青少年心理发育特征调查"项目建立的数据库,被试是我国发达地区32个区县141所学校的4960名2-6年级儿童,流动儿童所占比例为14.5%。结果发现:(1)无论流动儿童还是本地儿童,学校社会经济地位越高,儿童的数学学业成就越好;学校流动儿童比例对儿童的数学学业成就没有影响;(2)学校社会经济地位越高,短期流动儿童相对于本地儿童的数学学业劣势越大;(3)学校流动儿童比例越高,长期流动儿童相对于本地儿童的数学学业劣势越小。     

Ethnicity,school attitudes,intelligence and academic achievement

Regression surface analysis was used to examine relations between school-related attitudes and measures of academic achievement at different levels of intellectual ability, for children from different Australian ethnic groups. The sample included 660 eleven-year-old children from lower social status families, with 250 Anglo Australian children, 170 Greek, 120 Southern Italian, and 120 English children. Regression surfaces were constructed from models that examined possible linear, interaction, and curvilinear relations between the variables. The findings suggest the propositions that: (a) at each level of intelligence, increases in the affective component of school attitudes are not associated with changes in academic achievement, (b) at each level of the affective component of school attitudes, increments in intelligence test scores are related to increases in academic achievement scores, and (c) the relations between academic achievement, intelligence, and the cognitive-behavioral component of school attitudes vary for children from different ethnic groups. The results suggest that the manipulation of the cognitive-behavioral aspects of school attitudes may influence the academic performance of low social status children from different ethnic groups but educational programs that focus on the affective components of school attitudes may not be effective in changing children's academic achievement.     

Parceling Component Effects of a Multifaceted Prevention Program for Disruptive Elementary School Children

This study examined predictors and outcomes of attendance in two standard components of a multifaceted preventive intervention aimed at children with early-onset disruptive behavior after 3 years of intervention. Mean rate of attendance in the Family Program, but not the Summer School Program, differed by level of child disruptiveness (grouping variable). Although predictors of attendance (SES, single-parent status, child IQ) did not differ across high- and low-disruptive groups, predictors of outcome were moderated by level of child disruptiveness for academic achievement and aggression outcomes, but not for social competence. Higher attendance in the Summer Program was associated with higher child social competence at Year 3 for all children. For academic achievement, higher attendance in the Summer Program was associated with higher scores for mild/moderately disruptive children and lower scores for highly disruptive children in Year 3. Higher attendance in the Family Program was associated with lower aggression scores for mild/moderately disruptive children. Findings highlight the importance of matching intervention components to the assessed or expressed needs of client subgroups.     

Accounting for the shared environment in cognitive abilities and academic achievement with measured socioecological contexts

Behavioral and molecular genetic research has established that child cognitive ability and academic performance are substantially heritable, but genetic variation does not account for all of the stratification of cognitive and academic outcomes across families. Which specific contexts and experiences contribute to these shared environmental influences on cognitive ability and academic achievement? Using an ethnically and socioeconomically diverse sample of N = 1728 twins ages 7–20 from the Texas Twin Project, we identified specific measured family, school, and neighborhood socioecological contexts that statistically accounted for latent shared environmental variance in cognitive abilities and academic skills. Composite measures of parent socioeconomic status (SES), school demographic composition, and neighborhood SES accounted for moderate proportions of variation in IQ and achievement. Total variance explained by the multilevel contexts ranged from 15% to 22%. The influence of family SES on IQ and achievement overlapped substantially with the influence of school and neighborhood predictors. Together with race, the measured socioecological contexts explained 100% of shared environmental influences on IQ and approximately 79% of shared environmental influences on both verbal comprehension and reading ability. In contrast, nontrivial proportions of shared environmental variation in math performance were left unexplained. We highlight the potential utility of constructing “polyenvironmental risk scores” in an effort to better predict developmental outcomes and to quantify children's and adolescents’ interrelated networks of experiences. A video abstract of this article can be viewed at: https://youtu.be/77E_DctFsr0     

A multilevel model of educational expectations of secondary school students in the United States

Using the Educational Longitudinal Survey of 2002, we investigate variation in factors that contribute to Asian, Black, Hispanic, and White students’ educational expectations. Separate multilevel models demonstrate group variation in student and school-level influences. Academic and school factors explained the most variation in White students’ expectations. School characteristics were least predictive of Black student expectations. For Hispanic students, the overall influence of family socioeconomic status (SES) was explained by school level SES. These results support research on student-level predictors of expectations and present new evidence of school-level predictors. The impact of academic track perceptions on expectations is established, as are the effects of certain experiences and school contexts, especially sports participation and Catholic/private school attendance. A model comparing all four groups supported the separate group models and also revealed that student-level factors have a weaker influence on Asians and high crime neighborhoods inflate the expectations of Hispanics but not similarly situated Black students.     

Personal investment, culture and learning: insights into school achievement across Anglo, Aboriginal, Asian and Lebanese students in Australia

Personal investment theory is a multifaceted theory of motivation, in which three key components: achievement goals (mastery, performance, social, and extrinsic), sense of self (sense of purpose, self-reliance, negative self-concept, positive self-concept), and facilitating conditions (parent support, teacher support, peer support), engage students in the process of learning. Four cultural groups (Anglo Australian, n = 852, Aboriginal Australian, n = 343, Lebanese Australian, n = 372, and Asian Australian, n = 283) of students were compared on these personal investment components and on several outcome measures (engagement, affect, achievement, participation). A series of MANOVAs, followed up by univariate tests, indicated ethnic differences and similarities in the endorsement of the personal investment theory components as well as in the outcome measures. Multiple regression analyses showed that each of the three sets of predictors (achievement goals, sense of self, facilitating conditions) explained a significant amount of the variance in almost all of the outcome measures. Across cultural groups, students' mastery goal and sense of purpose were consistently found to be significant predictors of their intention for further education, positive affect for schooling, and valuing of schooling.     

Do Parent and Teacher Report of ADHD Symptoms in Children Differ by SES and Racial Status?

Parent and teacher reports of symptoms of Attention Deficit Hyperactivity Disorder (ADHD) in children often differ from each other. These informant report differences may occur in systematic ways that vary by child socioeconomic status (SES) and race, but little is known about how SES and race together relate to parent and teacher report of ADHD symptoms in school-aged children. We examined the relationship between child SES, child race and parent and teacher reports of ADHD symptoms in two samples of school-aged Caucasian and African American children being evaluated for ADHD (N = 1056; N = 317). Multivariate regression was used to predict parent and teacher reports of ADHD symptoms from child SES, race, age, gender and interaction terms. The Wald test of parameter constraints was used to test the contrast between the predictors of interest and parent and teacher report of symptoms. In the second sample, we also examined observer report measures of ADHD symptoms during one-to-one testing and in the classroom. In both samples, lower SES was associated with higher levels of inattention symptoms, as reported by teachers, but not by parents. Lower SES was also associated with higher levels of hyperactivity/impulsivity symptoms, as reported by both teachers and parents. African American race was associated with higher levels of inattention and hyperactivity/impulsivity symptoms reported by teachers than reported by parents. Observer report measures showed a different pattern of associations with SES and race. Investigating how children’s SES and race influence cross-informant agreement on ratings of children’s behavior might lead to the development of better assessment practices and more accurate diagnoses for diverse child populations.     

Retention of Hispanic/Latino students in first grade: Child, parent, teacher, school, and peer predictors

A sample of 283 Hispanic children with literacy performance at entrance to first grade below the median for their school district was studied as part of a larger research project on the predictors of grade retention in grade 1. Following retention decisions, 51 Hispanic students were retained in first grade. Low literacy skills, being young at entrance to first grade, low ego resilience, low support in the teacher-student relationship, and parents' low sense of responsibility for their children's educational outcomes predicted retention decisions. Hierarchical logistics regression investigated the contribution of six categories of variables (academic competencies; socio-demographic characteristics; social, emotional, and behavioral adjustment; resiliency, school context; and home environment) to retention. Controlling for literacy, only being young for grade and parents' low sense of responsibility for their children's adjustment to school made a direct contribution to retention. Early literacy skills were higher for children enrolled in bilingual classrooms than for children in non-bilingual classrooms. Implications for educational policy are discussed.     

Academic Self-concept and Educational Attainment Level: A Ten-year Longitudinal Study

The purpose of this study was to test children's academic self-concept, family socioeconomic status, family structure (single parent vs. two parent family) and academic achievement in elementary school as predictors of children's educational attainment level in young adulthood within a ten-year longitudinal design. Participants (254 girls, 211 boys) were three cohorts of students in Grades 3, 4, and 5 from ten elementary schools. Results from structural equation modeling revealed that academic self-concept predicted educational attainment level ten years later over and above prior achievement. Moreover, this pattern of results was invariant across cohorts. In addition, regression analyses based on a restricted sample (n?=?243) indicated that the academic self-concept/educational attainment level relation was still significant while controlling for family SES, family structure (single parent vs. two parent family), and academic achievement. Discussion focuses on the theoretical and practical implications of the results.     

Process and context: Longitudinal effects of the interactions between parental involvement,parental warmth,and SES on academic achievement

Parents' involvement in their children's education and parental warmth have been linked to many positive child outcomes. In addition to these positive associations, contemporary developmental theory stresses the interaction between different parenting variables and the interaction between parenting and broad contextual factors such as family socioeconomic status (SES). Thus, the purpose of this study was to examine main and interaction effects of parent home-based involvement and parental warmth on achievement outcomes. Additionally, we evaluated whether these variables also interacted with SES to predict students' achievement growth. Using the Early Childhood Longitudinal Study – Kindergarten Cohort of 2010–11 (N = 2352), growth of academic outcomes was modeled from kindergarten to the fourth grade. We then used latent variable interaction (Maslowsky, Jager, & Hemken, 2015) procedures to examine interaction effects of our primary study variables. Few significant effects were noted for children's reading and mathematics scores, but more substantial main (home-based involvement) and interaction (parental warmth and SES) effects emerged for science achievement. At high SES levels, warmth negatively predicted growth in science, whereas at lower SES levels, warmth positively predicted growth. Findings are discussed in relation to importance of parent involvement, differential effects across SES contexts, and curricular emphasis in contemporary schools.