LEARNING AND INDIVIDUAL DIFFERENCES

Self-regulation in Preschool Children: Hot and Cool Executive Control as Predictors of Later Classroom Learning Behaviors
Wyatt TM, Denham SA and Bassett HH
We examined associations between aspects of preschoolers' executive control (both hot and cool), on-task involvement, and subsequent learning behaviors (attention/persistence, attitude toward learning, competence motivation) in kindergarten, taking into account potentially indirect effects of on-task involvement on relations between executive control and later learning behaviors. Moderating effects of gender and socioeconomic risk also were examined. Three hundred eighteen children were directly assessed regarding executive control (T1) and teachers rated their on-task involvement (T2); 108 kindergartners' teachers evaluated children's learning behaviors (T3). We modeled the hypothesized longitudinal relations, as well as separate models for moderators using partial least squares analyses (PLS). Findings often identified end-of-preschool on-task involvement as a mediator between earlier hot executive control and kindergarten learning behaviors, and sometimes indicated direct prediction of kindergarten learning behaviors by preschool cool executive control. Discussion centers upon interpreting the overall model and moderating influences, as well as potential applications.
Does the Effectiveness of a Reading Intervention Differ Dependent on Students' Spanish or English Proficiencies?
Hogan E, Vaughn S, Fall AM, Capin P, Miciak J and Roberts G
This study investigated whether linguistic proficiencies in students' first language (L1)- Spanish-and English (L2) moderated the response to intensive reading intervention for sixth- and seventh-grade multilingual learners (MLs) with reading difficulties. We used confirmatory factor analysis to estimate proficiency scores in English and Spanish using measures of expressive and receptive vocabulary, syntax, and grammar. We then used latent variable moderated structural equation modeling to evaluate how proficiency in English and Spanish moderated the effect of treatment on students' reading outcomes in response to intervention. Two important findings occurred. First, the overall linguistic proficiencies of the sample were below average, suggesting the prevalence of low L1 and L2 may be high amongst the population of middle gradeMLs with reading difficulties. Second, we observed only one significant moderation effect: the effect of treatment on students' letter and word recognition was statistically significantly higher for students with higher English proficiency.
Do Performance Goals and Fixed Mindset Explicate the Relations Between Stereotype Threat and Achievement? Examining Differences Between Racially Marginalized and White Students in STEM
Lee AA, Totonchi DA, Priniski S, Lee M, Perez T and Linnenbrink-Garcia L
This study examined whether performance goal orientations and mindset beliefs explicate the negative relation of ethnic stereotype threat with achievement and whether these processes vary depending on students' membership in a historically minoritized group. Multigroup analyses of undergraduate chemistry students ( = 1,376) indicated that perceived ethnic stereotype threat was associated with lower achievement regardless of whether students were from underrepresented minority groups (URM). For URM students, compared to White students, ethnic stereotype threat more strongly predicted performance-avoidance goals. Further, fixed mindset beliefs moderated the relation of ethnic stereotype threat with performance goals for White students only. The relations of stereotype threat with performance goals were stronger for White students with a greater fixed mindset. Findings imply that while ethnic stereotype threat has the potential to detrimentally impact both URM and White students, motivational beliefs may exert somewhat distinct influences within each group, shaping the outcomes of stereotype threat.
Dweck's Social-Cognitive Model of Achievement Motivation in Science
Lee YK, Yue Y, Perez T and Linnenbrink-Garcia L
Dweck's social-cognitive model has long been used as a basis for achievement motivation research. However, few studies have examined the comprehensive model with interactions between perceived ability and achievement goals, and even fewer studies have focused on this model in a science academic context. With a sample of undergraduates ( = 1,036), the relations among mindsets, science academic self-efficacy, achievement goals, and achievement-related outcomes in science were examined. Fixed mindset related to performance goals. Growth mindset related to mastery goals and the number of courses completed. There was a significant indirect effect of growth mindset on interest value via mastery goals. Contrary to Dweck's model, the relation of performance goals to outcomes did not vary as a function of science academic self-efficacy. The findings provide empirical evidence for a more nuanced understanding of Dweck's model. They provide practical insights for how to support undergraduate students who are pursuing science-related career.
Cognitive Predictors of the Overlap of Reading and Math in Middle School
Cirino PT, Salentine C, Farrell A, Barnes MA and Roberts G
Math and reading skills are known to be related, and predictors of each are well researched. What is less understood is the extent to which these predictors, uniquely and collectively, overlap with one another, are differentially important for different academic skills, and account for the overlap of math and reading. We examined 20 potential predictors from four domains (working memory, processing speed, attention, and language) using latent variables and both timed and untimed achievement skill, in a sample (N=212) of at-risk middle schoolers, half of whom were English learners. The predictors accounted for about half of the overlap among achievement skills, suggesting that other factors (e.g., domain specific skills) might also be relevant for the overlap. We also found some differential prediction (language for reading, working memory for math). The present results extend and refine our understanding of the contribution of these cognitive predictors for reading and math.
COVID-19 meets control-value theory: Emotional reactions to canceled high-stakes examinations
Putwain DW, Symes W, Marsh-Henry Z, Marsh HW and Pekrun R
In many countries, examinations scheduled for summer 2020 were canceled as part of measures designed to curb the spread of the COVID-19 pandemic. To examine how four retrospective emotions about canceled examinations (relief, gratitude, disappointment, and anger) and one prospective emotion (test anxiety) were related to control-value appraisals, a sample of 474 participants in the UK aged 15-19 years, who would have taken high-stakes examinations if they had not been canceled, self-reported measures of control, value, retrospective emotions and test anxiety. Data were analysed using the confirmatory factor analysis within exploratory structural equation modeling (EwC) approach. Relief, gratitude, and anger were predicted from expectancy × value interactions. Disappointment was related to expectancy only. Test anxiety was predicted independently by expectancy and positive/negative value. Findings offer broad support for Control-Value Theory and show how the appraisals underpinning achievement emotions can differ when focused on canceled examinations rather than success or failure.
Keep going, keep growing: A longitudinal analysis of grit, posttraumatic growth, and life satisfaction in school students under COVID-19
Casali N, Feraco T and Meneghetti C
The COVID-19 pandemic disrupted students' daily life, but grit could have sustained students' wellbeing by helping them work hard and stay goal-oriented over time despite adversity. Gritty students may also have interpreted COVID-19-related adversity as an opportunity to grow, thus displaying higher levels of post-traumatic growth. In this study, 445 students in grades 6-12 (160 males, Mage = 14.25, SDage = 2.11) completed measures of grit and life satisfaction at the beginning (Time 1) and at the end (Time 2) of the school year, together with a measure of posttraumatic growth. A longitudinal SEM model shows that perseverance positively relates to posttraumatic growth, indirectly favoring life satisfaction at Time 2. In conclusion, perseverance, rather than consistency, appeared to have sustained students' positive adjustment to the COVID-19 pandemic. Teaching students how to nurture this quality can have important beneficial effects for their wellbeing under adverse conditions.
Reading Comprehension for Students With Reading Disabilities: Progress and Challenges
Vaughn S and Barnes MA
Non-cognitive skills and social gaps in digital skills: Evidence from ICILS 2018
Karpiński Z, Di Pietro G and Biagi F
Using data from the 2018 round of the International Computer and Literacy Survey (ICILS), this study looks at the effect of non-cognitive skills (e.g., motivation, ambition, and conscientiousness) on digital competences as measured by the Computer and Information Literacy (CIL) test score. Non-cognitive skills may be especially important in low-stakes tests such as ICILS, where students face no consequences - positive or negative - as a result of their performance. The empirical results show that several non-self-reported measures acting as proxies for non-cognitive skills are significant determinants of CIL test scores. Furthermore, the findings point at differences in non-cognitive skills across gender, immigrant background, and socioeconomic status. This suggests that one should be cautious when inferring about inequality in digital competences along these dimensions using low-stakes test scores, and underscores the importance of controlling for non-cognitive skills.
Stress development during emergency remote teaching in higher education
Obermeier R, Gläser-Zikuda M, Bedenlier S, Kammerl R, Kopp B, Ziegler A and Händel M
Higher education includes e-learning in addition to on-site learning. Still, the shift to Emergency Remote Teaching (ERT) as reaction to the Covid-19 pandemic in the summer semester 2020, presented a challenging situation for students. Cross-sectional studies pointed towards higher stress levels of students. However, only a few studies addressed the development of students' stress across several dimensions (joy, worry, tension, demands) within one semester. The current study analyzed trajectories of stress in ERT in relation to age, gender, digital readiness, and experience of loneliness, based on a sample of  = 2795 German students. Latent Growth Curve Models (LGCM) revealed a significant increase in demands, tension and worries and a decrease in joy during the summer term 2020. The development of tension and demands was influenced by age, gender, digital readiness, and loneliness. The decrease in joy and increase in worries could be primarily attributed to digital readiness and loneliness.
Is the treatment weak or the test insensitive: Interrogating item difficulties to elucidate the nature of reading intervention effects
Francis DJ, Kulesz PA, Khalaf S, Walczak M and Vaughn SR
Intervention research in education is sometimes criticized for the use of experimenter developed assessments, especially when these are over aligned with treatment. At the same time, intervention researchers sometimes prefer locally developed assessments because they appear to be more sensitive to treatment effects even when the test is not subject to the criticism of over alignment. This paper examines the question of test sensitivity to treatment effects for experimenter developed and standardized tests for the specific case of reading in grade 8. We examine similarities and differences between a specific experimenter developed test and widely used standardized reading assessment. Analyses show these particular tests to be quite comparable. The paper concludes with an examination of test sensitivity by simulating treatment effects of different magnitudes. These analyses highlight some potential limitations of the standardized test for detecting small to moderate effects depending on the ability range of the students participating in intervention. The implications for intervention research and identification of students under response to intervention are discussed.
What components of working memory are associated with children's reading skills?
Morris BM and Lonigan CJ
Working memory (WM) is a potentially important factor related to the development of and performance in reading skills. This study examined the differential relations between two components of the WM system (i.e., storage, processing) and reading. Latent variables were created based on data from 1900 children (1146 children in preschool-second grade and 754 children in third-fifth grade) recruited for a larger study concerning the development of reading comprehension. Results indicated that a general-specific model of WM was a good fit to the data and effectively isolated the variance unique to WM-processing from that of WM-storage. Using the general-specific model, relations between the components of WM and reading (e.g., reading comprehension, decoding) and reading-related (e.g., oral language, phonological awareness, nonverbal IQ) outcomes were examined. In contrast with previous studies that have suggested WM is consistently associated with reading comprehension, our findings indicate that both aspects of WM (i.e., storage, processing) operate primarily indirectly through foundational reading-related skills. In sum, the WM system is not specifically associated with reading comprehension as most of the effects of WM-processing are indirect via the effects on foundational reading-related skills.
A meta-analysis of the effects of foundational skills and multicomponent reading interventions on reading comprehension for primary-grade students
Denton CA, Hall C, Cho E, Cannon G, Scammacca N and Wanzek J
This meta-analysis examined the effects on reading comprehension of foundational reading skills and multicomponent reading interventions provided to students with or at risk for reading difficulties or disabilities (students with RDs) in kindergarten through Grade 3. The meta-analysis included studies identified by Wanzek et al. (2016) and Wanzek et al. (2018), with an updated search through August of 2019, for a total of 47 included studies ( = 112; total student = 7446). The weighted average effect on norm-referenced reading comprehension outcomes was estimated as = 0.37, indicating that primary-grade interventions have an educationally meaningful effect on reading comprehension for students with RDs. Effects did not differ for interventions focused only on foundational reading skills and those that provided both foundational skills and comprehension instruction. Effects were significantly moderated by the measurement timepoint, with follow-up effect sizes being, on average, 0.16 smaller than immediate posttest effect sizes.
Student adaptability, emotions, and achievement: Navigating new academic terrains in a global crisis
Stockinger K, Rinas R and Daumiller M
The COVID-19 pandemic forced students to abruptly shift from traditional and familiar, to largely improvised distance learning formats. This study examined whether individual differences in students' capacity to adjust to situational uncertainty and novelty (i.e., adaptability) explained differences in their achievement-related emotions and learning outcomes in the digital learning context. We assessed 89 university students' trait-level adaptability at the beginning of the 2020 spring semester, mid-semester achievement emotions (joy, hope, anxiety, hopelessness), and end-of-semester perceived learning and knowledge test scores. Controlling for prior digital learning experience, structural equation modeling revealed adaptability to be positively related to hope, and negatively related to anxiety and hopelessness. Anxiety was also negatively related to end-of-semester test scores, and indirectly linked adaptability and test scores. Hopelessness indirectly linked adaptability and perceived learning. Overall, the findings contribute to understanding and supporting students' emotional well-being and learning amidst changing academic circumstances.
The Role of Knowledge Availability in Forming Inferences with Rural Middle Grade English Learners
Barth AE, Daniel J, Roberts G, Vaughn S, Barnes MA, Ankrum E and Kincaid H
We investigated differences in knowledge-based inferencing between rural, middle grade monolingual English-speaking students and English learners. Students were introduced to facts about an imaginary planet Gan followed by a multi-episode story about Gan. Participants were tested on the accuracy of fact recall and inferences using this knowledge at three time points (i.e., immediate, one-week, and one-month follow-up). Results show that monolingual English-speaking students significantly outperformed English learners on the inference task. Both subgroups made elaborative inferences more accurately than coherence. Students' ability to recall knowledge base facts was the strongest predictor of their ability to accurately make inferences using this knowledge at each time point.
A Longitudinal Study on Bidirectional Relations between Executive Functions and English Word-Level Reading in Chinese American Children in Immigrant Families
Mauer E, Zhou Q and Uchikoshi Y
This two-wave (1.5 years apart) longitudinal study examined the bidirectional relations between measures of executive function (EF; working memory, attention focusing, inhibitory control, and a comprehensive EF measure) and two types of English word-level reading (pseudoword reading and word reading) among 258 school-aged children (52.6% boys, age = 5.8-9.1 years, in 1 to 3 grades at Wave 1) from Chinese American immigrant families. Cross-lagged panel analyses were conducted to test whether the four EF measures and English word-level reading proficiency predicted one another controlling for prior levels of EF or word reading, as well as demographic characteristics and children's English and Chinese language proficiency. We found a positive bidirectional association between the comprehensive EF measure and pseudoword reading. By contrast, although the comprehensive EF measure positively predicted word reading over time, word reading did not predict comprehensive EF. Additionally, both word reading and pseudoword reading positively predicted working memory over time. The results provided partial evidence that English word-level reading is bidirectionally related to EF among early elementary school-age dual language learners.
The relationship between cognitive skills and reading comprehension of narrative and expository texts: A longitudinal study from Grade 1 to Grade 4
Wu Y, Barquero LA, Pickren SE, Barber AT and Cutting LE
Following the increased emphasis on expository text in early grades, this study examined narrative and expository reading comprehension growth in a sample of children who were followed longitudinally from grades 1 to 4, with the goals of explaining potential differences in children's overall performance and growth of narrative and expository text comprehension and identifying the cognitive factors that distinctly contribute to comprehension for each text type. We hypothesized that differences in reading comprehension growth of narrative and expository texts would be explained by various cognitive factors, specifically those related to executive functions (EF; e.g., working memory, planning/organization, shifting, and inhibition). At four annual time points, children (= 94) read, retold (Recall), and answered questions (CompQ) about expository and narrative passages. Growth curve modeling was used to explore reading comprehension development across the two types of text. On average, results showed that children scored better on reading comprehension of narrative passages than they did on expository passages across all time points. After controlling for socioeconomic status (SES), vocabulary in 1 grade predicted 4 grade comprehension scores (Recall) for both narrative and expository passages, while word reading efficiency (WRE) in 1 grade predicted 4 grade comprehension scores (CompQ) for expository passages only. Additionally, WRE was associated with the growth of expository reading comprehension: children with higher WRE showed a faster growth rate for expository CompQ. The contribution of EF to text comprehension was largely confined to expository text, although planning and organization (measured using a direct cognitive assessment) in 1 grade also predicted 4 grade comprehension scores for narrative text Recall. For expository text comprehens ion, working memory, planning and organization, shifting, and inhibition (measured using a parent rating scale), predicted reading comprehension outcomes. Critically, 1 grade shifting and inhibition not only predicted 4 grade expository text comprehension (CompQ), but also modulated its growth rate: children with stronger shifting and inhibition had faster rates of growth. Together, these findings suggest that expository reading comprehension is (1) more difficult than narrative reading comprehension and (2) is associated with unique cognitive skills.
Direct and Indirect Contributions of Executive Function to Word Decoding and Reading Comprehension in Kindergarten
Haft SL, Caballero JN, Tanaka H, Zekelman L, Cutting LE, Uchikoshi Y and Hoeft F
Extant research is increasingly recognizing the contribution of executive function (EF) to reading comprehension alongside established predictors like word decoding and oral language. The nature of the association between EF and reading comprehension is commonly investigated in older children and in those with reading impairments. However, less is known about this relationship in emerging readers in kindergarten, where word decoding and reading comprehension are highly intertwined. Moreover, a better understanding of the mechanisms by which EF influences reading comprehension is needed. The present study investigated direct contributions of EF to reading comprehension, as well as indirect contributions via word decoding in 97 kindergarteners. Results indicated that there was a significant indirect effect of EF on reading comprehension, with word decoding mediating this association. The direct contribution of EF to reading comprehension was not significant. Implications for reading instruction and intervention for early readers are discussed.
Does Cardiorespiratory Fitness Knowledge Carry Over in Middle School Students?
Wang Y, Zhang T, Schweighardt R and Chen A
Conceptual knowledge development in physical education is critical to helping learners become physically literate. Understanding physical education learners' long-term knowledge development is one of the first steps in designing effective curriculum. Guided by the constructivist learning theory, this study aimed to determining the extent to which the cardiorespiratory fitness knowledge learned in the first year contributed to further knowledge development in the second year. A two-year longitudinal design was adopted to track 716 students' learning documented in their physical education workbook from sixth grade to seventh grade. Canonical correlation and multivariate multiple regression analyses were conducted to determine the relationship of learning during the two years. The results showed that student knowledge development in the first year did facilitate their knowledge development in the second year ( = .54; Wilks' = .69, =30.99, <.01, = .31). Specifically, students' three types of knowledge development (descriptive, relational, and reasoning) were all significant contributors (descriptive: Wilks' = .96, =9.34, <.01, = .04; relational: Wilks' = .98, =4.44, <.01, = .02; reasoning: Wilks' = .90, =26.13, <.01, = .10) to their further learning with the knowledge development from the reasoning assignments to be the strongest facilitator. Students' overall learning in the first year significantly contributed to their descriptive ( = .12), relational ( = .26), and reasoning ( = .21) knowledge learning in the second year.
Associations of Attention Deficit Hyperactivity Disorder (ADHD) at School Entry with Early Academic Progress in Children Born Prematurely and Full-Term Controls
Taylor HG, Orchinik L, Fristad MA, Minich N, Klein N, Espy KA, Schluchter M and Hack M
Childhood growth in math and reading differentially predicts adolescent non-ability-based confidence: An examination in the SECCYD
Vogt RL, Cheng JT and Briley DA
Non-ability-based confidence is one of the most pervasive human psychological biases. It is a part of a family of confidence judgments, including overconfidence and metacognitive calibration accuracy, defined by a discrepancy between self-perception of ability and actual ability. Across many domains, most people exhibit some degree of miscalibration in their confidence. Some people may be overconfident and others are underconfident. Despite the prevalence of non-ability-based confidence, relatively little research has investigated how non-ability-based confidence develops and why some people are more or less confident than others despite sharing the same level of ability. We use a longitudinal dataset to explore the childhood predictors of adolescent non-ability-based confidence. Achievement growth in math and reading in childhood was modeled and used to predict adolescent non-ability-based confidence in math and reading. Results show that the initial level of achievement predicts lower non-ability-based confidence in math. On the other hand, a faster rate of achievement growth across childhood predicts greater non-ability-based confidence in reading. These results highlight how previous experiences inform people's self-perceptions over and above their true abilities. Discussion focuses on the factors that shape non-ability-based confidence over the lifespan and the limitations of the current findings.