TY - JOUR
T1 - TEACHING STATISTICS WITH POSITIVE ORIENTATIONS BUT LIMITED KNOWLEDGE? TEACHERS’ PROFESSIONAL COMPETENCE IN STATISTICS
AU - Huber, Sarah
AU - Reinhold, Frank
AU - Obersteiner, Andreas
AU - Reiss, Kristina
N1 - Publisher Copyright:
© International Association for Statistical Education (IASE/ISI), 2024
PY - 2024
Y1 - 2024
N2 - Research suggests teachers have positive motivational and emotional orientations regarding statistics but little statistical knowledge. How does this fit together? Since teachers’ professional competence in statistics has not been well explored, we asked 88 in-service mathematics teachers about their orientations regarding teaching statistics and tested their statistical content knowledge. First, we investigated how “positive” their orientations were by comparing them to their orientations regarding teaching fractions. Then, we analyzed relationships between teachers’ orientations and content knowledge in statistics using mixed-effects logistic regression models. The results showed that teachers’ orientations regarding teaching statistics were: (1) poorer than those regarding teaching fractions and (2) related to their statistical knowledge. Teachers with high self-efficacy showed higher knowledge than teachers with low self-efficacy, and anxious female teachers had higher knowledge than less anxious female teachers. We also found that knowledge decreased with increasing age of the teachers. The findings underscore the need to strengthen statistics in teacher education, including both content knowledge and the development of positive orientations.
AB - Research suggests teachers have positive motivational and emotional orientations regarding statistics but little statistical knowledge. How does this fit together? Since teachers’ professional competence in statistics has not been well explored, we asked 88 in-service mathematics teachers about their orientations regarding teaching statistics and tested their statistical content knowledge. First, we investigated how “positive” their orientations were by comparing them to their orientations regarding teaching fractions. Then, we analyzed relationships between teachers’ orientations and content knowledge in statistics using mixed-effects logistic regression models. The results showed that teachers’ orientations regarding teaching statistics were: (1) poorer than those regarding teaching fractions and (2) related to their statistical knowledge. Teachers with high self-efficacy showed higher knowledge than teachers with low self-efficacy, and anxious female teachers had higher knowledge than less anxious female teachers. We also found that knowledge decreased with increasing age of the teachers. The findings underscore the need to strengthen statistics in teacher education, including both content knowledge and the development of positive orientations.
KW - Content knowledge
KW - In-service teachers
KW - Motivational and emotional orientations
KW - Professional competence
KW - Statistics education research
KW - Teacher education
UR - http://www.scopus.com/inward/record.url?scp=85203291565&partnerID=8YFLogxK
U2 - 10.52041/SERJ.V23I1.610
DO - 10.52041/SERJ.V23I1.610
M3 - Article
AN - SCOPUS:85203291565
SN - 1570-1824
VL - 23
JO - Statistics Education Research Journal
JF - Statistics Education Research Journal
IS - 1
M1 - 2
ER -