Fostering Mathematical Modelling Competency in Different Learning Environments and Educational Contexts – an Exploratory Comparative Analysis of Four Intervention Studies

Abstract The project “Comparative Studies into Teaching Approaches for Mathematical Modelling” (CoSTAMM) has so far involved a total of 453 participants in four studies, all focused on fostering students’ mathematical modelling competency through different learning environments, consisting of the same five-lesson modelling unit and two different teaching styles (“method-integrative” versus “teacher-directive”) which represent certain elements of quality teaching. All studies followed the same pre-post-test intervention design with the same instruments but differing in their educational contexts. Three studies were implemented at the tertiary level in South Africa, and one study at the secondary level in Germany. Against this background, this paper examines the question to what extent differential effects of the interventions may be explained by the implemented specific learning environment or by the specific educational context. For this purpose, all studies were integrated into a comparative linear mixed model and analysed at once. An additional qualitative evaluation of the participants’ responses to the test items was carried out to supply deeper insights. Overall, the modelling unit proved to be effective independently of the educational context, and more effective for the groups that followed the method-integrative teaching style. This paper thus provides empirical evidence that an educational intervention can effectively be transferred from one context to another while yielding simultaneously positive learning gains.

Authors

Institutions

Publication Details

Journal
ZDM
Published
2025-05-06
DOI
https://doi.org/10.1007/s11858-025-01680-5
Citations
2
Primary Topic
Mathematics Education and Teaching Techniques
Type
article
Field-Weighted Citation Impact
17.85

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fostering Mathematical Modelling Competency in Different Learning Environments and Educational Contexts – an Exploratory Comparative Analysis of Four Intervention Studies

Alfred Lindl, Rina Durandt, Werner Blum
2 citations
ZDM
Mathematics Education and Teaching Techniques
17.85
article

Fostering Mathematical Modelling Competency in Different Learning Environments and Educational Contexts – an Exploratory Comparative Analysis of Four Intervention Studies

Alfred Lindl, Rina Durandt, Werner Blum
article en
2 citations

Abstract

Abstract The project “Comparative Studies into Teaching Approaches for Mathematical Modelling” (CoSTAMM) has so far involved a total of 453 participants in four studies, all focused on fostering students’ mathematical modelling competency through different learning environments, consisting of the same five-lesson modelling unit and two different teaching styles (“method-integrative” versus “teacher-directive”) which represent certain elements of quality teaching. All studies followed the same pre-post-test intervention design with the same instruments but differing in their educational contexts. Three studies were implemented at the tertiary level in South Africa, and one study at the secondary level in Germany. Against this background, this paper examines the question to what extent differential effects of the interventions may be explained by the implemented specific learning environment or by the specific educational context. For this purpose, all studies were integrated into a comparative linear mixed model and analysed at once. An additional qualitative evaluation of the participants’ responses to the test items was carried out to supply deeper insights. Overall, the modelling unit proved to be effective independently of the educational context, and more effective for the groups that followed the method-integrative teaching style. This paper thus provides empirical evidence that an educational intervention can effectively be transferred from one context to another while yielding simultaneously positive learning gains.

ZDMVol. 57(2-3)
University of Kassel (DE), University of the Witwatersrand (ZA), University of Regensburg (DE)
National Research Foundation, Deutsche Forschungsgemeinschaft, Universität Regensburg, Universität Kassel
Openalex Percentile: Top 1%
Mathematics Education and Teaching Techniques
17.85
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.