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Featured researches published by Machteld Vandecandelaere.


Research Papers in Education | 2016

Do the teacher and school factors of the dynamic model affect high- and low-achieving student groups to the same extent? a cross-country study

Gudrun Vanlaar; Leonidas Kyriakides; Anastasia Panayiotou; Machteld Vandecandelaere; Léan McMahon; Bieke De Fraine; Jan Van Damme

Background. The dynamic model of educational effectiveness (DMEE) is a comprehensive theoretical framework including factors that are important for school learning, based on consistent findings within educational effectiveness research. Purpose. This study investigates the impact of teacher and school factors of DMEE on mathematics and science achievement, and identifies factors with equalising qualities in terms of helping low-achieving student groups to catch up with their better-achieving peers. Sample. Data were retrieved from a large-scale, longitudinal project conducted in 571 classes in 334 schools in 6 European countries (Belgium/Flanders, Cyprus, Germany, Greece, Ireland and Slovenia). In each country, a sample of about 50 schools was drawn, and tests in mathematics and science were administered to all grade 4 students (N = 10,742) at the beginning and end of school-year 2010–2011. Design and methods. Data on teacher factors were collected through student questionnaires, and data on school factors were collected through teacher questionnaires. Two-level regression models were applied. Interaction effects between the factor and the group composition were estimated, while controlling for prior achievement. Results. Our results confirm the importance of most tested teacher factors (except for modelling and qualitative structuring) and all tested school factors of DMEE for effective math and science education. The majority of these factors appear to make an even greater difference for low-achieving student groups. Conclusions. Our results provide further validity to DMEE at classroom and school level, and indicate that most factors make a greater difference for low-achieving student groups. Thus, effective teaching is an important aspect for reducing the achievement gap. This illustrates the importance of placing the most effective teachers in schools with the highest percentage of underachieving students. Policy should encourage good teachers to teach in low-achieving schools by making these jobs more attractive, both financially and in terms of work conditions.


Multivariate Behavioral Research | 2016

Time-Varying Treatments in Observational Studies: Marginal Structural Models of the Effects of Early Grade Retention on Math Achievement

Machteld Vandecandelaere; Stijn Vansteelandt; Bieke De Fraine; Jan Van Damme

ABSTRACT One of the main objectives of many empirical studies in the social and behavioral sciences is to assess the causal effect of a treatment or intervention on the occurrence of a certain event. The randomized controlled trial is generally considered the gold standard to evaluate such causal effects. However, for ethical or practical reasons, social scientists are often bound to the use of nonexperimental, observational designs. When the treatment and control group are different with regard to variables that are related to the outcome, this may induce the problem of confounding. A variety of statistical techniques, such as regression, matching, and subclassification, is now available and routinely used to adjust for confounding due to measured variables. However, these techniques are not appropriate for dealing with time-varying confounding, which arises in situations where the treatment or intervention can be received at multiple timepoints. In this article, we explain the use of marginal structural models and inverse probability weighting to control for time-varying confounding in observational studies. We illustrate the approach with an empirical example of grade retention effects on mathematics development throughout primary school.


Research Papers in Education | 2015

Effects of kindergarten retention for at-risk children’s mathematics development

Machteld Vandecandelaere; Eric Schmitt; Gudrun Vanlaar; Bieke De Fraine; Jan Van Damme

When a child does not seem to be ready for primary school, a popular practice is to grant the child more time by letting it repeat kindergarten. However, previous quasi-experimental research demonstrated negative, though diminishing, effects of kindergarten retention on academic learning during the first years of primary school. The present study extends the existing evidence by addressing children’s post-treatment school trajectories. Analysing data from a large-scale longitudinal study, we find that, on average, kindergarten repeaters would perform better for mathematics until five years later, were they promoted to first grade instead. However, if promoted instead, kindergarten repeaters would also have a higher likelihood to be retained in first grade and, under that condition, have a lower growth rate and score lower for mathematics five years later.


Journal of Professional Capital and Community | 2016

More than a mentor: The role of social connectedness in early career and experienced teachers’ intention to leave

Charlotte Struyve; Alan Daly; Machteld Vandecandelaere; Chloé Meredith; Karin Hannes; Bieke De Fraine

Purpose – The number of early career teachers leaving the profession continues to be an ongoing issue across the globe. This pressing concern has resulted in increased attention to the instructional and psychological conditions necessary to retain early career educators. However, less formal attention has been paid to the social infrastructure in which early career teachers find themselves. The purpose of this paper is to foreground the role of social capital and its effect on job attitudes and educators’ intention to leave the profession. Design/methodology/approach – Data were collected from 736 teachers within ten secondary schools in Flanders (Belgium). Using social network and multilevel moderated mediation analysis techniques, the relationships between teachers’ social connectedness, job attitudes, and the intention to leave the profession for both novice and experienced teachers were analyzed. Findings – Findings indicate that being socially connected to other educators within the school is associa...


Educational Psychology | 2016

Effects of kindergarten retention for at-risk children's psychosocial development

Machteld Vandecandelaere; Eric Schmitt; Gudrun Vanlaar; Bieke De Fraine; Jan Van Damme

Kindergarten retention is a popular practice for children who are considered unready for primary school. However, past research has not yet succeeded to find consistent, strong empirical evidence supporting the practice. In the current study, kindergarten repeaters’ development in nine psychosocial domains is compared with that of equally at risk but (1) continuously promoted age-mates and (2) promoted age-mates who repeated first grade instead. Analysing data from a large-scale longitudinal study using propensity score matching and multilevel modelling, the findings reveal no harm of kindergarten retention for at-risk children’s long term psychosocial development. Rather, we find that, relative to equally at-risk but continuously promoted children, kindergarten repeaters benefit from retention with respect to higher levels of well-being, and peer relations, and lower levels of hyperactivity, aggression and asocial behaviour. Compared to similar children who were promoted but who were retained in first grade instead, kindergarten repeaters are found to benefit more from retention with respect to higher levels of well-being, self-confidence, attitude to work and independent behaviour, and lower levels of hyperactivity.


School Effectiveness and School Improvement | 2014

How to Improve Reading Comprehension in High-Risk Students: Effects of Class Practices in Grade 5.

Gudrun Vanlaar; Katrijn Denies; Machteld Vandecandelaere; Jan Van Damme; Jean Pierre Verhaeghe; Maarten Pinxten; Bieke De Fraine

This study investigated the effect of class practices on students’ learning gains in reading comprehension in the 5th grade. A sample of 4,344 students in 283 classes in 176 schools was studied. Several class practices that have previously been demonstrated to be effective were tested while controlling for student characteristics and socioeconomic and ethnic class composition. Differential effects were tested to identify class practices that can contribute to narrowing the achievement gap between high- and low-risk students. Most class practices turned out to have a similar effect for both low- and high-risk students. However, “discovery learning” and “well-organised and attractive instruction” appeared to be more beneficial for low-risk than for high-risk students. Group composition in terms of social and ethnic background turned out to have no significant effect on learning gains in reading comprehension.


Journal of School Psychology | 2016

The effects of early grade retention: Effect modification by prior achievement and age.

Machteld Vandecandelaere; Stijn Vansteelandt; Bieke De Fraine; Jan Van Damme

This study examines the effects of early grade retention and different effects according to prior achievement and age. Within a population of children at risk of early retention, we compared the development throughout primary school in mathematics achievement after kindergarten retention, first-grade retention, and continuous promotion. Analyzing data from a large-scale longitudinal study using covariate balancing propensity score weighting, the findings revealed that early grade repeaters would score higher in mathematics if they were promoted each year instead. However, the effects diminished or even disappeared in the long term. Compared to kindergarten retention, first-grade retention was found to be more harmful for the mathematics development of younger children specifically.


Scandinavian Journal of Educational Research | 2018

Teacher Leadership in Practice: Mapping the Negotiation of the Position of the Special Educational Needs Coordinator in Schools

Charlotte Struyve; Karin Hannes; Chloé Meredith; Machteld Vandecandelaere; Sarah Gielen; Bieke De Fraine

ABSTRACT Special needs care has taken on a substantial evolution within education. Special educational needs coordinators (SENCOs) are no longer considered to provide individual guidance to students but to support and professionalize regular teachers in fulfilling special needs care in their classroom. In doing so, they act as teacher leaders. Many concerns are raised about how teacher leadership may interfere with the existing working relationships in schools. In this study, we use Positioning Theory as a theoretical approach to obtain an in-depth understanding of how the position of the SENCO and the responsibilities attached to this position are negotiated within the school. The findings illustrate that SENCOs received the legitimacy to act as teacher leaders when their expertise was recognized, when teachers perceived their task as first-line helpers, and when school principals were willing to release power.


Multivariate Behavioral Research | 2016

Rejoinder: Remaining Challenges in Investigating Grade-Retention Effectiveness

Machteld Vandecandelaere; Stijn Vansteelandt

ABSTRACT This rejoinder, in response to the commentaries of Steiner, Park, and Kim (this issue) and Reshetnyak, Cham, and Hughes (this issue), discusses remaining challenges in grade retention research. First, a same-age comparison assumes that the instruments used in different grades measure ability equally well. We discuss the importance of evaluating the properties of the scaling process to address whether this assumption has been met. Second, we discuss issues in the selection of covariates to be included in the weights. Third, we discuss the unconfoundedness assumption and the problem of remaining imbalance. Finally, we provide an empirical illustration showing that studying grade-retention effectiveness comes with multiple methodological decisions that are rooted in a bias–variance trade-off.


Studies in Educational Evaluation | 2012

Learning environment and students’ mathematics attitude

Machteld Vandecandelaere; Sara Speybroeck; Gudrun Vanlaar; Bieke De Fraine; Jan Van Damme

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Bieke De Fraine

Katholieke Universiteit Leuven

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Jan Van Damme

Catholic University of Leuven

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Gudrun Vanlaar

Katholieke Universiteit Leuven

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Charlotte Struyve

Katholieke Universiteit Leuven

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Chloé Meredith

Katholieke Universiteit Leuven

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Mieke Goos

Katholieke Universiteit Leuven

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Eric Schmitt

Katholieke Universiteit Leuven

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Goedroen Juchtmans

Catholic University of Leuven

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Karin Hannes

Katholieke Universiteit Leuven

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