The effects of emotional design on middle school students’ multimedia learning: the role of learners’ prior knowledge

Abstract

Extending studies on emotional design in multimedia learning beyond college samples and further considering individual differences, we examined the effects of emotional design on middle school students’ learning and whether this relationship is moderated by learners’ prior knowledge, using a computer-based lesson covering the topic “the formation of lightning.” Participants were middle school students (N?=?124; 58 females; age range 13 to 16) who volunteered to participate with permission. Learners with high prior knowledge (n?=?63) and learners with low prior knowledge (n?=?61) were randomly assigned to one of two instructional design conditions: positive emotional design (colourful and anthropomorphic features) and neutral emotional design (grey and non-anthropomorphic features). The results showed that the positive emotional design operationalised via visual elements did not induce more positive emotions than the neutral design group, although there was a trend towards facilitating more learning transfer (η²_p?=?.02, p?=?.098) and increasing the mental effort of learners with low prior knowledge (η²_p = .03, p?=?.06). There was a tendency for learners with high knowledge to perceive higher mental effort (η²_p?=?.03, p?=?.06), satisfaction (η²_p = .05, p?=?.01) and achieve better transfer scores (η²_p = .03, p?=?.087) compared with those learners with low knowledge. These findings suggest that positive emotional design should be cautiously applied in multimedia learning for middle school students. Individual differences must be considered in instructional design in a multimedia learning environment.     

Assimilation of immigrants: Does earlier school exposure matter?

This paper studies the effect of migration age on school performance. We exploit that siblings have different migration age, but share the same family background to identify the effect of migration age on educational attainment in lower secondary education in Norway. We estimate a separate effect for migrants from countries with low access to a high quality school system.We find negative effects of migration age on exam results, and larger effects for migrants from countries with low school access. Language intensive subjects are substantially affected for all migrants, while there are differences according to school access for mathematics performance.     

Does it matter who your schoolmates are? An investigation of the association between school composition,school processes and mathematics achievement in the early years of primary education

Although many studies have focused on the importance of school composition for student achievement, there is still no consensus on whether school composition matters to student achievement, and, if so, why. Therefore, the present study investigates the association between school composition and mathematics achievement at the end of second grade in Flanders. International research points to the initial ability level, SES, ethnicity and sex composition of the school as potential variables in explaining differences in student achievement. Moreover, some researchers suggest that schools ‘react’ to their student body and for that reason we investigated the possible association between school composition and school processes. Data from the SiBO Project have been analyzed using multilevel regression and multilevel mediation analysis. The results showed no direct school composition effects with respect to prior achievement, SES, ethnicity and sex on math achievement. We found two small differential effects, indicating that mean school prior achievement seems to positively affect initially high achievers, and the proportion of minority students in school seems to negatively affect students speaking a non‐European language except for Turkish, Arabic or Berber at home. Furthermore, two small indirect effects were found which suggest that schools with a high mean prior achievement or a high mean SES keep in regular contact with their students' parents and this, in turn, appears to enhance students' math achievement. Overall, our results seem to indicate that school composition in the early years of primary education hardly matters.     

Does educational expertise matter for PVCs education? A UK study of PVCs’ educational background and skills

Pro-Vice-Chancellors (PVCs) form the second-tier leadership of UK higher education institutions. However, their role and position remain under-theorised and under-researched. The present article explores the extent to which a PVC Education role requires core expertise in education or generic managerial skills. Using a mixed-methods approach, we first establish the disciplinary backgrounds of PVCs Education in Russell Group (RG) and post-1992 institutions. Fewer than one in five PVCs Education have a disciplinary background or additional formal training in education. Second, we conducted 24 semi-structured interviews with PVCs Education, Heads of Education Departments and Heads of Learning and Teaching units. These interviews suggest the PVC Education role requires managerial skills, usually acquired in previous headships, as well as academic credibility and knowledge of institutional processes rather than particular expertise in education. In sum, generic managerial skills rather than educational expertise are paramount for understanding the profile of PVCs Education in UK universities.     

Does money matter for schools?

There is considerable disagreement in the academic literature about whether raising school expenditure improves educational outcomes. Yet changing the level of resources is one of the key policy levers open to governments. In England, school expenditure has increased by about 40% since 2000. Thus assessing whether such spending has had an impact on educational outcomes is of paramount importance. We address this issue using data of better quality than what are often available in similar studies and test our identification assumption by use of a falsification test. We find that the increase in school expenditure over recent years has had a consistently positive effect on outcomes at the end of primary school. Back-of-envelope calculations suggest that the investment may well be cost-effective. There is also some evidence of heterogeneity in the effect of expenditure, with higher effects for students who come from economically disadvantaged backgrounds.     

Learning grammar through singing? An intervention with EFL primary school learners

Singing has been advocated as an efficient supplementary strategy in language teaching, but little is known about its effect on grammar learning. We conducted an intervention study (five lessons) with primary EFL learners (N = 57, mean age = 8.67, SD = 0.60) who were taught new vocabulary and grammar through either singing or speaking lyrics. The control group had new vocabulary introduced during regular lessons. Language gains were assessed through pre-, post-, and follow-up tests; affect was measured after each lesson. Students in the singing group showed similar vocabulary gains to students in the control group and larger gains than students in the speaking group. Importantly, singing students outperformed both groups on spelling and grammar learning. Positive affect was similar across intervention groups, but only the singing group showed significantly enhanced positive affect compared to the control group. Overall, results indicate a potential benefit of singing for grammar learning.     

Primary learners of the future — laying the foundations for lifelong learning in the primary school

Observing teaching assistants (TAs) working with children of differing needs and ages in two primary schools with ostensibly differing strategies for the use and deployment to TAs, it was clear that the TAs in these schools teach, although they do not have all the attributes of those with qualified teacher status. The types of activity of the TAs were categorised, and subsequently compared with various models of teaching. This finding has implications for teachers and management strategies in schools, for the professional status of TAs in the education community, their conditions of service and pay structure, which in turn has implications for the budget allocations to schools.     

Does homework design matter? The role of homework's purpose in student mathematics achievement

This study used a randomized pretest–posttest clustered design to examine the effect of 3 homework purposes (i.e., practice, preparation, and extension) on 6th graders' mathematics achievement and how this relationship was modulated by the amount of completed homework. A total of 27 mathematics teachers and their 638 students participated in this study. Once a week for six weeks, the teachers assigned tasks that had a specific type of homework purpose according to their treatment condition. At the end of the six weeks, the students completed a non-standardized mathematics achievement test. The results of multilevel modeling showed that after controlling for student characteristics and class-level variables, extension homework positively impacted students' mathematics achievement, while practice and preparation homework did not. These findings were not related to the amount of homework that was completed by the students. The findings highlighted the importance of the teacher's role in the first phase of the homework process (i.e., designing homework with a specific purpose) and provide important data for teachers and school administrators to reflect upon when conducting actual homework practices.     

Taking active learning into the primary school: a matter of new practices?

This paper examines the extension of active learning pedagogical practices familiar in preschool settings to the first class of primary school. Policy and practice guidance in the UK is advocating the benefits of experiential learning as a way of engaging young children as they move into primary school but for teachers this means a move to new practices which can be in tension with other expectations. In this paper, the rationale for active learning is considered along with an account of the classroom activities of teachers and children in five primary schools that were implementing the policy shift to active learning. The children in these classes spent varying amounts of time in whole class activities led by the teacher or in small groups directed to engage with specific activities. They had opportunities to engage and respond verbally, through manipulating objects and with physical actions but the emphasis was on planned, teacher-directed learning activities. The characteristics of active learning as introduced in these innovative classes are compared with the expectations of practice guidance and theorising about early learning.     

Does high school quality matter? Evidence from admissions data

This paper examines the effect of attending elite private high school on college placement using admissions data from the most selective high school in a large metropolitan area. To overcome omitted variable bias, we limit the sample to admitted applicants and control directly for the scores assigned by admissions based on in-depth analyses of the applicants and their families. In addition, we control for a wide set of covariates including student and family characteristics and entrance exam scores. Results indicate that attending selective private high school rather than other public and private high schools causes students to attend more selective universities. Effects are driven by gains for girls and students from lower-income neighborhoods.     

Does school time matter?—On the impact of compulsory education age on school dropout

A straightforward way to prevent students from leaving education without a higher secondary diploma is increasing the compulsory education age. The idea is that, by staying longer in school, more students eventually obtain a higher secondary diploma. This paper examines the impact of a one-year increase in compulsory school-age on dropping out of secondary education by a difference-in-differences analysis. For this, we exploit a recent compulsory education policy reform in the Netherlands. After controlling for confounding factors and observable covariates, we find that the one year increase in compulsory school-age reduces dropout by 2.5 percentage points. The effect, however, is entirely situated in the group non-liable to the policy reform. We observe that native Dutch vocational students, mostly without retention in grade, but also without a higher secondary diploma at hand, more often left school in the immediate period before the policy reform. Given the economic revival at that time, this may reflect anticipation of labor market opportunities.     

Does it matter how Molly does it? Person-presentation of strategies and transfer in mathematics

Educational materials often present general concepts or strategies via specific people. Although this practice may enhance interest, it may also have costs for learning and transfer. Linking a strategy to a person (e.g., “Molly’s strategy”) could result in narrower transfer because students infer that the strategy is specific to the person, rather than a general strategy they should adopt. The present study tested this hypothesis among middle school students (N = 191) who learned a novel strategy for solving a mathematics story problem. For some students, the strategy example was presented via a specific person, and for others it was not. Students then solved posttest problems and rated the generality of the strategy. Students who saw the example without the person were more likely to transfer the strategy to new problems, and this effect was mediated by students’ perceptions of the strategy’s generality. Thus, associating information with a person substantially limits the extent to which students transfer their knowledge.     

Do emotional and behavioural difficulties in primary school predict adolescent victimisation trajectories?

Chronic victimisation in adolescence is a traumatic experience with potential negative long-term health consequences. Given that victimisation has been shown to increase over the transition from primary to secondary school, longitudinal data from 1810 students transitioning from primary to secondary school were used to identify victimisation trajectory groups; classified as low-increasing, low-stable, medium-stable and not-bullied. Males with emotional and behavioural difficulties (both internalising and externalising behaviours) and females with externalising behaviours were more likely to be in the increasing and stable victimised groups than the not-bullied group. The results of this study suggest whole-school bullying intervention programmes need to occur before students reach secondary school, and that transition programmes need to emphasise and support social interaction between peers to reduce victimisation and the harms caused by long-term exposure to bullying.     

Does private supplementary tutoring matter? The effect of private supplementary tutoring on mathematics achievement

Participation in private supplementary tutoring (PT) is a global educational phenomenon especially prevalent in East Asia. This study conducted a student-report questionnaire, collected school reports of mathematics achievement to track retrospective longitudinal variations of PT over half a year, and obtained an analysis of the impact of PT participation on mathematics achievement during the school semester and summer vacation. Results show that, during summer vacation, students’ participation in PT has a significant positive effect on their mathematics achievement; however, the effect is insignificant during the school semester. The findings enhance the knowledge about the effectiveness of PT and summer learning.     

Ready for school? Impacts of delayed primary school enrollment on children's educational outcomes in rural China

This paper estimates the causal impacts of delayed primary school enrollment on children's educational outcomes in rural China. Instrumental variable estimates exploiting the discontinuity in children's enrollment age around the enrollment cut-off date indicate that a one-year delay in school enrollment increases the incidence of first-grade retention by approximately 10 percentage points for boys and reduces the probabilities of middle school enrollment by 6 percentage points for both boys and girls. These results suggest that delayed enrollment, even if it may be an optimal choice made by poor parents in response to financial constraints, is likely to be harmful to children's educational development in rural China.     

Effects of playing mathematics computer games on primary school students’ multiplicative reasoning ability

This study used a large-scale cluster randomized longitudinal experiment (N = 719; 35 schools) to investigate the effects of online mathematics mini-games on primary school students’ multiplicative reasoning ability. The experiment included four conditions: playing at school, integrated in a lesson (E_school), playing at home without attention at school (E_home), playing at home with debriefing at school (E_home-school) and, in the control group, playing at school mini-games on other mathematics topics (C). The mini-games were played in Grade 2 and Grade 3 (32 mini-games in total). Using tests at the end of each grade, effects on three aspects of multiplicative reasoning ability were measured: knowledge of multiplicative number facts, skills in multiplicative operations, and insight in multiplicative number relations and properties of multiplicative operations. Through path analyses it was found that the mini-games were most effective in the E_home-school condition, where both students’ skills and their insight were positively affected as compared to the control group (significant ds ranging from 0.22 to 0.29). In the E_school condition, an effect was only found for insight in Grade 2 (d = 0.35), while in the E_home condition no significant effects were found. Students’ gameplay behavior (time and effort put in the games) was in some cases, but not always, related to their learning outcomes.     

Girls and Science: Does a core curriculum in primary school give cause for optimism?

The low numbers of students, particularly girls, pursuing science after the age of 16 continues to give cause for concern, despite the inclusion of science as a core subject in the curriculum of primary schools in England and Wales. This article explores the perceptions of primary pupils with regard to science since its introduction as a compulsory component of the curriculum. The findings tend to replicate those of earlier studies, indicating that primary pupils, both girls and boys, view science positively while at primary school and look forward to science at secondary school. However, results show that, within science, girls' and boys' preferences are different. Girls have greater preference for biological topics while boys demonstrate a wider range of interests. Furthermore, the introduction of the National Curriculum appears to have had negligible effect in broadening the interests of girls. It is argued that intervention strategies are needed in order to make all fields of science attractive to girls and that this should begin in the primary phase of education.     

Does choice matter for school choice? An instrumental variables analysis of the effect of choice on parental satisfaction in charter schools

I employ ordered probit regression and a new instrumental variable to compare the Fall 2015 parental satisfaction survey results of open-enrollment charters to district-conversion charters. Choice status in Arkansas charter schools is largely beneficial to parental satisfaction. Specifically, parents with children in open-enrollment charters had between a 17-percentage point and 32-percentage point higher likelihood of grading their current school as an A or responding as Highly Satisfied in six of nine quality categories. I find no evidence that parents rate the quality of schools similar to the analysts at the Arkansas Department of Education or that satisfaction differs in oversubscribed schools.