Maths anxiety, working memory and self-concept

A study conducted by researchers at the University of Jaén, Spain, and published in the British Journal of Educational Psychology looks at the relationship between maths anxiety and maths performance in primary school children, and also the possible mediating role of working memory and maths self-concept.

A total of 167 pupils in grades 3 and 5 (age 8–12 years) took part in the study. Each pupil completed a set of questionnaires to assess maths anxiety and self-concept as well as their mathematical performance. Working memory was assessed using two backward span tasks. Teachers were also asked to rate each pupils’ maths achievement.

As expected, results showed that pupils who demonstrated higher levels of anxiety about maths tended to have lower scores on maths outcomes such as ability, problem‐solving and teacher‐rated maths achievement. However, this relationship was lessened once the effects of working memory and self-concept were considered. The researchers suggest, therefore, that it is worth taking into consideration working memory and self-concept when designing interventions aimed at helping pupils with maths anxiety.

Source: Math anxiety and math performance in children: The mediating roles of working memory and math self‐concept (May 2017), British Journal of Educational Psychology, Volume 87, Issue 4

Later school start time may produce benefits but more evidence is needed

Many studies have been conducted to examine the impact for pupils of later school start times, some of which can be found in previous issues of Best Evidence in Brief. This Campbell systematic review summarises the findings from 17 studies to examine the evidence on the impact of later school start times on pupils’ mental health and academic performance.

The studies included in the review were randomised controlled trials, controlled before-and-after studies and interrupted time series studies with data for pupils aged 13 to 19 and that compared different school start times. The studies reported on 11 interventions in six countries, with a total of almost 300,000 pupils.

The main results of the review suggest that later school starts may be associated with positive academic benefits and psychosocial outcomes. Later school start times also appear to be associated with an increase in the amount of sleep children get. Effect sizes ranged from +0.38 to +2.39, equivalent to an extra 30 minutes to 2 hours of sleep each night. However, the researchers point out that, overall, the quality of the body of evidence is very low, and so the effects of later school start times cannot be determined with any confidence.

Source: Later school start times for supporting the education, health, and well-being of high school students: a systematic review (December 2017), A Campbell Systematic Review 2017:15

Examining the research on charter schools

The What Works Clearinghouse (WWC) has released a new topic area that focuses on the impact of charter schools on pupil achievement and other outcomes. As part of the launch, the WWC released three intervention reports, which review available research on an intervention or programme to determine if there is strong evidence that it has a positive impact on pupil outcomes.

The intervention reports examine the following three programmes:

  • Knowledge is Power Program (KIPP), a non-profit network of more than 200 US public charter schools educating early childhood, elementary, middle and high school pupils. According to the WWC intervention report, research shows that KIPP had positive effects on mathematics achievement and English language achievement, and potentially positive effects on science achievement and social studies achievement for middle and high school pupils (Years 7 to 13), and no discernible effects on pupil progression (eg, high school graduation within four years of grade 9 (Year 10) entry) for high school pupils.
  • Green Dot Public Schools, a non-profit organisation that operates more than 20 public charter middle and high schools in California, Tennessee and Washington. The WWC reports that Green Dot Public Schools had potentially positive effects on mathematics achievement, pupil progression, school attendance and English language achievement for high school pupils (Years 10 to 13).
  • Harlem Children’s Zone (HCZ) Promise Academy Charter Schools, a non-profit organisation designed to serve low-income children and families living in Harlem in New York City. According to the intervention report, the WWC is unable to draw any conclusions based on available research about the effectiveness or ineffectiveness of the HCZ Promise Academy Charter Schools on elementary, middle and high school pupils. Research that meets WWC design standards is needed to determine the effectiveness or ineffectiveness of this intervention.

Source:  Charter Schools, What Works Clearinghouse

Self-regulation intervention improves school readiness

Adding a self-regulation intervention to a school readiness programme can improve self-regulation, early academic skills and school readiness in children at higher risk for later school difficulties, according to the results of a study published in Early Childhood Research Quarterly.

Robert J Duncan and colleagues looked at the effect of adding a self-regulation intervention to the Bridge to Kindergarten (B2K) programme – a three-week summer school-readiness programme – in the US state of Oregon. The B2K programme is aimed at children with no prior preschool experience, and therefore considered to be at risk for later school difficulties.

Children from three to five years old were randomly assigned to either a control group (B2K only) or the intervention group (B2K plus intervention). Children in the intervention group received two 20- to 30-minute sessions per week, involving movement and music-based games that encouraged them to practise self-regulation skills.

Results from this randomised controlled trial indicated that children who received the intervention scored higher on measures of self-regulation than children who participated in the B2K programme alone. There were no significant effects on maths or literacy at the end of the programme. However, four months into kindergarten, children from the intervention group showed increased growth in self-regulation, maths and literacy compared to expected development.

Source: Combining a kindergarten readiness summer program with a self-regulation intervention improves school readiness (November 2017) Early Childhood Research Quarterly, Volume 42, 1st Quarter 2018

Is personalised learning effective?

A new research brief by John F Pane and colleagues at the RAND Corporation asks the question: “Does personalised learning improve pupil learning more than other educational approaches?” As part of their report, the authors present findings from an evaluation of personalised learning (PL) schools conducted by RAND Corporation researchers for the Bill and Melinda Gates Foundation.

The research team analysed maths and reading scores for approximately 5,500 pupils in 32 US schools that received funding from the Next Generation Learning Challenges (NGLC) initiative to support highly personalised approaches to learning. These schools took the Northwest Evaluation Association (NWEA) Measures of Academic Progress (MAP) mathematics and reading assessments for one academic year: autumn 2014 to spring 2015. The research team compared the achievement of pupils in PL schools with matched peers attending non-PL schools and national norms.

Key findings from the research brief include:

  • Early evidence suggests that PL can improve achievement for pupils, regardless of their starting level of achievement.
  • Benefits of PL may take some time to emerge. Analyses suggest that effects may be more positive after schools have experience implementing PL.
  • To date, the field lacks evidence on which practices are most effective or what policies must be in place to maximise the benefits.

The authors note that additional research is needed using more rigorous experimental studies.

Source: How Does Personalized Learning Affect Student Achievement? RAND Corporation, 2017.

A thirty-year look at studies on computer-assisted maths

During the past 30 years, thousands of articles have been written about technology’s effects on pupil achievement. In order to quantify technology’s effects on maths achievement, Jamaal Young at the University of Texas conducted a meta-analysis of all of the meta-analyses on the topic during the last three decades. His second-order meta-analysis was comprised of 19 meta-analyses representing 663 primary studies, more than 141,000 pupils and 1,263 effect sizes. Each meta-analysis that was included had to address the use of technology as a supplement to instruction, use pupil maths achievement as an outcome measure, report an effect size or enough data to calculate one, have been published after 1985 and be accessible to the public.

The author found that all technology enhancements positively affected pupil achievement, regardless of the technology’s purpose. However, technology that helped pupils perform computational functions had the greatest effects on pupil achievement, while combinations of enhancements demonstrated the least effects on pupil achievement. The author found that study quality and the type of technology used in the classroom were the main influencers on effect sizes. The highest-quality studies had the lowest effect sizes, which he attributes to their more rigorous analysis procedures. The high-quality reviews gave an overall effect size for the use of technology of +0.16 (compared with +0.38 for low- and +0.46 for medium-quality reviews).

Source: Technology-enhanced mathematics instruction: A second-order meta-analysis of 30 years of research (November 2017), Educational Research Review, Volume 22