LEARNING AND INSTRUCTION

How to foster STEM learning during Covid-19 remote schooling: Combining virtual and video experiments
Flegr S, Kuhn J and Scheiter K
Understanding scientific concepts is a fundamental aim of science education. Conceptual understanding can be fostered through inquiry learning with experiments. However, during the Covid-19 pandemic school closures hands-on experiments could hardly be realized. Fortunately, digital technologies allow for conducting experiments virtually by using interactive simulations or observing video recordings of hands-on experiments. In the present study, 154 seventh graders in remote schooling were involved in inquiry learning using either a combination of virtual and video experiments in two different orders or only virtual experiments. We hypothesized that in general inquiry learning fosters students' conceptual understanding in physics, which could be confirmed. Moreover, we expected the combinations to be more effective than learning with virtual experiments only due to the complementary roles of the prior, which was, however, not the case. We conclude that virtual and video experiments can be recommended to teachers if hands-on experimentation is not possible.
University students in COVID-19 lockdown: The role of adaptability and fluid reasoning in supporting their academic motivation and engagement
Martin AJ, Ginns P and Collie RJ
This study drew on Job Demands-Resources theory and data from 500 Australian university students to investigate the role of COVID-related lockdown, perceived adaptability, and fluid reasoning in students' self-efficacy-and the role of these factors in students' engagement and disengagement. Lockdown was associated with higher disengagement; perceived adaptability was associated with higher self-efficacy; and both perceived adaptability and fluid reasoning were significantly and positively associated with engagement. Self-efficacy significantly mediated the relationship between perceived adaptability and engagement and disengagement, while moderation tests revealed that fluid reasoning yielded a significant positive role for the self-efficacy of students in lockdown. These findings shed light on factors during COVID-19 that are implicated in students' academic development and provide direction for psycho-educational interventions.
Higher education students' achievement emotions and their antecedents in e-learning amid COVID-19 pandemic: A multi-country survey
Raccanello D, Balbontín-Alvarado R, Bezerra DDS, Burro R, Cheraghi M, Dobrowolska B, Fagbamigbe AF, Faris ME, França T, González-Fernández B, Hall R, Inasius F, Kar SK, Keržič D, Lazányi K, Lazăr F, Machin-Mastromatteo JD, Marôco J, Marques BP, Mejía-Rodríguez O, Méndez Prado SM, Mishra A, Mollica C, Navarro Jiménez SG, Obadić A, Mamun-Ur-Rashid M, Ravšelj D, Tatalović Vorkapić S, Tomaževič N, Uleanya C, Umek L, Vicentini G, Yorulmaz Ö, Zamfir AM and Aristovnik A
The outbreak of the COVID-19 pandemic has had a wide range of negative consequences for higher education students. We explored the generalizability of the control-value theory of achievement emotions for e-learning, focusing on their antecedents. We involved 17019 higher education students from 13 countries, who completed an online survey during the first wave of the pandemic. A structural equation model revealed that proximal antecedents (e-learning self-efficacy, computer self-efficacy) mediated the relation between environmental antecedents (cognitive and motivational quality of the task) and positive and negative achievement emotions, with some exceptions. The model was invariant across country, area of study, and gender. The rates of achievement emotions varied according to these same factors. Beyond their theoretical relevance, these findings could be the basis for policy recommendations to support stakeholders in coping with the challenges of e-learning and the current and future sequelae of the pandemic.
The inattentive on-screen reading: Reading medium affects attention and reading comprehension under time pressure
Delgado P and Salmerón L
This study explored the influence of reading media and reading time-frame on readers' on-task attention, metacognitive calibration, and reading comprehension. One hundred and forty undergraduates were allocated to one of four experimental conditions varying on the reading medium (in print vs. on screen) and on the reading time-frame (free vs. pressured time). Readers' mindwandering while reading, prediction of performance on a comprehension test, and their text comprehension were measured. In-print readers, but not on-screen readers, mindwandered less on the pressured than in the free time condition, indicating higher task adaptation in print. Accordingly, on-screen readers in the pressured condition comprehended less than the other three groups. Mindwandering and text comprehension were similar under free reading time regardless of medium. Lastly, there were no differences in readers' metacognitive calibration. The results support the hypothesis of shallow information processing when reading on screen under time constraints.
Self-derivation through memory integration: A model for accumulation of semantic knowledge
Bauer PJ, Esposito AG and Daly JJ
Semantic knowledge accumulates through explicit means and productive processes (e.g., analogy). These means work in concert when information explicitly acquired in separate episodes is integrated, and the integrated representation is used to self-derive new knowledge. We tested whether (a) self-derivation through memory integration extends beyond general information to science content, (b) self-derived information is retained, and (c) details of explicit learning episodes are retained. Testing was in second-grade classrooms (children 7-9 years). Children self-derived new knowledge; performance did not differ for general knowledge (Experiment 1) and science curriculum facts (Experiment 2). In Experiment 1, children retained self-derived knowledge over one week. In Experiment 2, children remembered details of the learning episodes that gave rise to self-derived knowledge; performance suggests that memory integration is dependent on explicit prompts. The findings support nomination of self-derivation through memory integration as a model for accumulation of semantic knowledge and inform the processes involved.
Classroom assignments as measures of teaching quality
Joyce J, Gitomer DH and Iaconangelo CJ
We investigate classroom assignments and resulting student work to identify important characteristics of assignments in terms of instructional quality and their validity as measures of teaching quality. We examine assignment quality within a large-scale project exploring multiple measures including classroom observations, teacher knowledge measures, and value-added estimates based on student achievement scores. Analyses included descriptive statistics, multivariate analyses to understand factors contributing to score variance, and correlational analyses exploring the relationship of assignment scores to other measures. Results indicate relatively low demand levels in all teacher assignments, a marked difference in score distributions for mathematics (math) and English language arts (ELA), and a substantial relationship between what was asked of and produced by students. Relationships between assignments scores, classroom characteristics, and other measures of teaching quality are examined for both domains. These findings help us understand the nature of and factors associated with assignment quality in terms of intellectual demand.
Better together: Simultaneous presentation of speech and gesture in math instruction supports generalization and retention
Congdon EL, Novack MA, Brooks N, Hemani-Lopez N, O'Keefe L and Goldin-Meadow S
When teachers gesture during instruction, children retain and generalize what they are taught (Goldin-Meadow, 2014). But why does gesture have such a powerful effect on learning? Previous research shows that children learn most from a math lesson when teachers present one problem-solving strategy in speech while simultaneously presenting a different, but complementary, strategy in gesture (Singer & Goldin-Meadow, 2005). One possibility is that gesture is powerful in this context because it presents information simultaneously with speech. Alternatively, gesture may be effective simply because it involves the body, in which case the timing of information presented in speech and gesture may be less important for learning. Here we find evidence for the importance of simultaneity: 3 grade children retain and generalize what they learn from a math lesson better when given instruction containing simultaneous speech and gesture than when given instruction containing sequential speech and gesture. Interpreting these results in the context of theories of multimodal learning, we find that gesture capitalizes on its synchrony with speech to promote learning that lasts and can be generalized.
How teacher emotional support motivates students: The mediating roles of perceived peer relatedness, autonomy support, and competence
Ruzek EA, Hafen CA, Allen JP, Gregory A, Mikami AY and Pianta RC
Multilevel mediation analyses test whether students' mid-year reports of classroom experiences of autonomy, relatedness with peers, and competence mediate associations between early in the school year emotionally-supportive teacher-student interactions (independently observed) and student-reported academic year changes in mastery motivation and behavioral engagement. When teachers were observed to be more emotionally-supportive in the beginning of the school year, adolescents reported academic year increases in their behavioral engagement and mastery motivation. Mid-year student reports indicated that in emotionally-supportive classrooms, adolescents experienced more developmentally-appropriate opportunities to exercise autonomy in their day-to-day activities and had more positive relationships with their peers. Analyses of the indirect effects of teacher emotional support on students' engagement and motivation indicated significant mediating effects of autonomy and peer relatedness experiences, but not competence beliefs, in this sample of 960 students (ages 11-17) in the classrooms of 68 middle and high school teachers in 12 U.S. schools.
Moderating effects of executive functions and the teacher-child relationship on the development of mathematics ability in kindergarten
Blair C, McKinnon RD and
Academic preparedness, executive function abilities, and positive relationships with teachers have each been shown to be uniquely important for school readiness and success in the early elementary grades. Few studies, however, have examined the joint influence of these readiness variables on early school outcomes. Using data from a prospective longitudinal sample of 1292 children and families in predominantly low-income and rural communities, we found that executive function at child age 48 months and a higher quality relationship with the kindergarten teacher each uniquely moderated the effect of math ability in preschool on math ability at the end of kindergarten. This effect was seen for math ability as measured by the Early Childhood Longitudinal Study-Kindergarten (ECLS-K) mathematics assessment battery but not the Woodcock-Johnson III Tests of Achievement Applied Problems subtest. For children with lower math ability in preschool as assessed by the ECLS-K Math battery, higher executive function abilities and a more positive relationship with the kindergarten teacher were each associated with a higher than expected level of math ability in kindergarten. Conversely, lowest levels of math ability in kindergarten were observed among children with low math ability in preschool and poor executive function or a less positive relationship with the kindergarten teacher.
Early language and executive skills predict variations in number and arithmetic skills in children at family-risk of dyslexia and typically developing controls
Moll K, Snowling MJ, Göbel SM and Hulme C
Two important foundations for learning are language and executive skills. Data from a longitudinal study tracking the development of 93 children at family-risk of dyslexia and 76 controls was used to investigate the influence of these skills on the development of arithmetic. A two-group longitudinal path model assessed the relationships between language and executive skills at 3-4 years, verbal number skills (counting and number knowledge) and phonological processing skills at 4-5 years, and written arithmetic in primary school. The same cognitive processes accounted for variability in arithmetic skills in both groups. Early language and executive skills predicted variations in preschool verbal number skills, which in turn, predicted arithmetic skills in school. In contrast, phonological awareness was not a predictor of later arithmetic skills. These results suggest that verbal and executive processes provide the foundation for verbal number skills, which in turn influence the development of formal arithmetic skills. Problems in early language development may explain the comorbidity between reading and mathematics disorder.
Gender differences in developmental dyscalculia depend on diagnostic criteria
Devine A, Soltész F, Nobes A, Goswami U and Szűcs D
Developmental dyscalculia (DD) is a learning difficulty specific to mathematics learning. The prevalence of DD may be equivalent to that of dyslexia, posing an important challenge for effective educational provision. Nevertheless, there is no agreed definition of DD and there are controversies surrounding cutoff decisions, specificity and gender differences. In the current study, 1004 British primary school children completed mathematics and reading assessments. The prevalence of DD and gender ratio were estimated in this sample using different criteria. When using absolute thresholds, the prevalence of DD was the same for both genders regardless of the cutoff criteria applied, however gender differences emerged when using a mathematics-reading discrepancy definition. Correlations between mathematics performance and the control measures selected to identify a specific learning difficulty affect both prevalence estimates and whether a gender difference is in fact identified. Educational implications are discussed.