Volltext-Downloads (blau) und Frontdoor-Views (grau)

Different complex word problems require different combinations of cognitive skills

  • Abstract Mathematical word problem solving is influenced by various characteristics of the task and the person solving it. Yet, previous research has rarely related these characteristics to holistically answer which word problem requires which set of individual cognitive skills. In the present study, we conducted a secondary data analysis on a dataset of N = 1282 undergraduate students solving six mathematical word problems from the Programme for International Student Assessment (PISA). Previous results had indicated substantial variability in the contribution of individual cognitive skills to the correct solution of the different tasks. Here, we exploratively reanalyzed the data to investigate which task characteristics may account for this variability, considering verbal, arithmetic, spatial, and general reasoning skills simultaneously. Results indicate that verbal skills were the most consistent predictor of successful word problem solving in these tasks, arithmetic skills only predicted the correct solution of word problems containing calculations, spatial skills predicted solution rates in the presence of a visual representation, and general reasoning skills were more relevant in simpler problems that could be easily solved using heuristics. We discuss possible implications, emphasizing how word problems may differ with regard to the cognitive skills required to solve them correctly.

Download full text files

Export metadata

Additional Services

Search Google Scholar


Author:Anselm R. Strohmaier, Frank ReinholdORCiD, Sarah Hofer, Michal Berkowitz, Birgit Vogel-Heuser, Kristina Reiss
Parent Title (English):Educational Studies in Mathematics
Publisher:Springer Netherlands
Document Type:Article
Date of first Publication:2022/01/01
Release Date:2023/05/25
Tag:Arithmetic skills; General reasoning skills; Spatial skills; Verbal skills; Word problems
GND Keyword:-
First Page:89
Last Page:114
Open Access:Frei zugänglich
Licence (German):License LogoCreative Commons - CC BY - Namensnennung 4.0 International