The role of spatial, verbal, numerical, and general reasoning abilities in complex word problem solving for young female and male adults
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In: Mathematics Education Research Journal, Vol. 32, No. 2, 01.06.2020, p. 189-211.
Research output: Journal contributions › Journal articles › Research › peer-review
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TY - JOUR
T1 - The role of spatial, verbal, numerical, and general reasoning abilities in complex word problem solving for young female and male adults
AU - Reinhold, Frank
AU - Hofer, Sarah
AU - Berkowitz, Michal
AU - Strohmaier, Anselm
AU - Scheuerer, Sarah
AU - Loch, Frieder
AU - Vogel-Heuser, Birgit
AU - Reiss, Kristina Maria
N1 - Publisher Copyright: © 2020, The Author(s).
PY - 2020/6/1
Y1 - 2020/6/1
N2 - This study analyzed the relative importance of different cognitive abilities for solving complex mathematical word problems (CWPs)—a demanding task of high relevance for diverse fields and contexts. We investigated the effects of spatial, verbal, numerical, and general reasoning abilities as well as gender on CWP performance among N = 1282 first-year university engineering students. Generalized linear mixed models unveiled significant unique effects of spatial ability, β = 0.284, verbal ability, β = 0.342, numerical ability, β = 0.164, general reasoning, β = 0.248, and an overall gender effect in favor of male students, β = 0.285. Analyses revealed negligible to small gender effects in verbal and general reasoning ability. Despite a gender effect in spatial ability, d = 0.48, and numerical ability, d = 0.30—both in favor of male students—further analyses showed that effects of all measured cognitive abilities on CWP solving were comparable for both women and men. Our results underpin that CWP solving requires a broad facet of cognitive abilities besides mere mathematical competencies. Since gender differences in CWP solving were not fully explained by differences in the four measured cognitive abilities, gender-specific attitudes, beliefs, and emotions could be considered possible affective moderators of CWP performance.
AB - This study analyzed the relative importance of different cognitive abilities for solving complex mathematical word problems (CWPs)—a demanding task of high relevance for diverse fields and contexts. We investigated the effects of spatial, verbal, numerical, and general reasoning abilities as well as gender on CWP performance among N = 1282 first-year university engineering students. Generalized linear mixed models unveiled significant unique effects of spatial ability, β = 0.284, verbal ability, β = 0.342, numerical ability, β = 0.164, general reasoning, β = 0.248, and an overall gender effect in favor of male students, β = 0.285. Analyses revealed negligible to small gender effects in verbal and general reasoning ability. Despite a gender effect in spatial ability, d = 0.48, and numerical ability, d = 0.30—both in favor of male students—further analyses showed that effects of all measured cognitive abilities on CWP solving were comparable for both women and men. Our results underpin that CWP solving requires a broad facet of cognitive abilities besides mere mathematical competencies. Since gender differences in CWP solving were not fully explained by differences in the four measured cognitive abilities, gender-specific attitudes, beliefs, and emotions could be considered possible affective moderators of CWP performance.
KW - Educational science
KW - Complex word problems
KW - Gender effects
KW - General reasoning ability
KW - Numerical ability
KW - Spatial ability
KW - Verbal ability
UR - http://www.scopus.com/inward/record.url?scp=85085092210&partnerID=8YFLogxK
U2 - 10.1007/s13394-020-00331-0
DO - 10.1007/s13394-020-00331-0
M3 - Journal articles
VL - 32
SP - 189
EP - 211
JO - Mathematics Education Research Journal
JF - Mathematics Education Research Journal
SN - 1033-2170
IS - 2
ER -