TY - JOUR
T1 - Predicting cross-national sex differences in large-scale assessments of students’ reading literacy, mathematics, and science achievement: Evidence from PIRLS and TIMSS
AU - Oberleiter, Sandra
AU - Fries, Jonathan
AU - Schock, Laura Sophia
AU - Steininger, Benedikt
AU - Pietschnig, Jakob
N1 - Publisher Copyright:
© 2023 The Authors
PY - 2023/7/31
Y1 - 2023/7/31
N2 - Causes of sex differences in educational achievement have been controversially discussed in the extant literature. It has been speculated that differing prosperity and equality of opportunities may be linked to these differences, but conclusive empirical evidence for such effects is unavailable. Here, we present evidence for sex differences in international large-scale assessments of reading literacy, mathematics, and science across 16 cohorts from 1995 to 2019. Our analyses of PIRLS and TIMSS reading literacy, mathematics, and science achievement data (N = 3,999,062; 90 countries) showed consistent advantages for girls in reading literacy (d range: −0.02 to 0.66). For mathematics and science this pattern was less unambiguous, yielding non-trivial effects in both directions (d ranges: −0.44 to 0.36 and − 0.50 to 0.46, respectively). Sex differences in all three domains were more pronounced in more egalitarian countries (β range 0.16 to 0.20). Higher national prosperity and educational investment predicted larger sex differences favoring fourth grade boys in mathematics and science (β range: 0.07 to 0.39) and became less meaningful with increasing student ages (β range for eighth graders: 0.17 to 0.21). In all, our findings suggest that influences of economic macro-indicators on sex differences in educational achievement are differentiated according to subject, indicating larger sex differences in mathematics and science in more egalitarian and prosperous countries.
AB - Causes of sex differences in educational achievement have been controversially discussed in the extant literature. It has been speculated that differing prosperity and equality of opportunities may be linked to these differences, but conclusive empirical evidence for such effects is unavailable. Here, we present evidence for sex differences in international large-scale assessments of reading literacy, mathematics, and science across 16 cohorts from 1995 to 2019. Our analyses of PIRLS and TIMSS reading literacy, mathematics, and science achievement data (N = 3,999,062; 90 countries) showed consistent advantages for girls in reading literacy (d range: −0.02 to 0.66). For mathematics and science this pattern was less unambiguous, yielding non-trivial effects in both directions (d ranges: −0.44 to 0.36 and − 0.50 to 0.46, respectively). Sex differences in all three domains were more pronounced in more egalitarian countries (β range 0.16 to 0.20). Higher national prosperity and educational investment predicted larger sex differences favoring fourth grade boys in mathematics and science (β range: 0.07 to 0.39) and became less meaningful with increasing student ages (β range for eighth graders: 0.17 to 0.21). In all, our findings suggest that influences of economic macro-indicators on sex differences in educational achievement are differentiated according to subject, indicating larger sex differences in mathematics and science in more egalitarian and prosperous countries.
KW - Macro indicators
KW - Mathematics
KW - PIRLS
KW - Reading literacy
KW - Science
KW - Sex differences
KW - Student achievement
KW - TIMSS
UR - http://www.scopus.com/inward/record.url?scp=85166243083&partnerID=8YFLogxK
U2 - 10.1016/j.intell.2023.101784
DO - 10.1016/j.intell.2023.101784
M3 - Article
SN - 0160-2896
VL - 100
JO - Intelligence: a multidisciplinary journal
JF - Intelligence: a multidisciplinary journal
M1 - 101784
ER -