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Teachers’ Mathematical Knowledge, Cognitive Activation in the Classroom, and Student Progress
Open accessAbstract
In both the United States and Europe, concerns have been raised about whether preservice and in-service training succeeds in equipping teachers with the professional knowledge they need to deliver consistently high-quality instruction. This article investigates the significance of teachers’ content knowledge and pedagogical content knowledge for high-quality instruction and student progress in secondary-level mathematics. It reports findings from a 1-year study conducted in Germany with a representative sample of Grade 10 classes and their mathematics teachers. Teachers’ pedagogical content knowledge was theoretically and empirically distinguishable from their content knowledge. Multilevel structural equation models revealed a substantial positive effect of pedagogical content knowledge on students’ learning gains that was mediated by the provision of cognitive activation and individual learning support.
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“Baumert et al. (2010:139) argue that MCK and MPCK are not picked up incidentally but rather developed through university courses, mentoring received during practice teaching and “reflection on classroom experience”.”
From Mentoring and preparing primary school mathematics teachers (2020) · cites this paper as Baumert et al. (2010:139)
In the citing paper
“Teachers' discipline-specific knowledge is dynamic (Baumert et al., 2010)”
From Preservice teachers' mathematical knowledge for teaching: Focus on lesson planning and reflection (2024) · cites this paper as Baumert et al., 2010
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BackgroundMeier, S. (2021) · German Journal of Exercise and Sport Research · doi:10.1007/s12662-021-00725-7 · Cited by 23
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MethodFunctional Groups Detection: Do Chemistry Teachers Demonstrate Conceptual Difficulties in Teaching?
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“It was interesting to discover that teachers who have content knowledge are not better than teachers who have pedagogical knowledge (Baumert et al., 2010).”
InfluentialMining the Gap: Analysis of Early Mathematics Instructional Quality in Pre-Kindergarten Classrooms
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“…learning has attracted a global interest as new evidence has repeatedly illustrated the importance of early experiences with mathematics and the long-term implications of these over students’ mathematics learning and achievement (Baumert et al., 2010; Duncan et al., 2007; Ginsburg et al., 2008).”
BackgroundTeachers’ reflection on PISA items and why they are so hard for students in Serbia
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BackgroundLenski, A., Richter, D., & Lüdtke, O. (2017) · European Journal of Psychology of Education · doi:10.1007/s10212-017-0356-7 · Cited by 12
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BackgroundInfluentialWinsight™ Assessment System: Preliminary Theory of Action
Wylie, E. C. (2017) · ETS Research Report Series · doi:10.1002/ets2.12155 · Cited by 14
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Slattery, J. A., & Fitzmaurice, O. (2014) · doi:10.1080/03323315.2014.982346 · Cited by 12
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“The sample comprised two (2) schools per Zone which came to a total number of eight (8) schools as the researcher selected four (4) Zones out of the eight (8).”
BackgroundPISA 2012 mathematics literacy in Serbia: A multilevel analysis of students and schools
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“This finding is in line with previous studies indicating that subject-specific knowledge is relevant for high-quality teaching and student learning (Baumert et al., 2010).”
ResultEvens, M., Elen, J., Depaepe, F., & ITEC-imec, K. L. C. K. (2017) · Journal of Advances in Education Research · doi:10.22606/jaer.2017.24007 · Cited by 19
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InfluentialHübner, N., Winstone, N., Merk, S., & Hattie, J. (2025) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2025.102365 · Cited by 16
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“For example, some frameworks focus on teaching quality in the classroom (Baumert et al., 2010; Klieme et al., 2001; Lipowsky et al., 2009), and aspects of safety and relationships are built into the teaching practices.”
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“…thinking and fostering in-depth learning through working on complex tasks, cognitive learning strategies have been suggested to be an effective method for high-quality education (Baumert et al., 2010; Klieme et al., 2009; Lipowsky et al., 2009; Teig et al, 2019; Von Kotzebue et al, 2020).”
MethodFuture preschool teachers’ mathematical questions during shared book reading
Eynde, E. O. '., Depaepe, F., den Noortgate, W. V., Verschaffel, L., & Torbeyns, J. (2022) · European Journal of Psychology of Education · doi:10.1007/s10212-022-00664-3 · Cited by 11
“Previous research demonstrated that teachers’ professional knowledge contributes to instructional quality in the domain of mathematics (e.g., Depaepe et al., 2020; Baumert et al., 2010; Hill et al., 2008).”
BackgroundRohatgi, A., Hatlevik, O. E., & Björnsson, J. K. (2022) · Large-scale Assessments in Education · doi:10.1186/s40536-022-00123-x · Cited by 17
“Moreover, examining the association between student achievement and supportive climates may assist in identifying factors that could improve educational outcomes (Baumert et al., 2010; Fauth et al., 2019; Krane et al., 2017).”
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Self-citationHow prior knowledge, learning, teaching and assessment affect students’ achievements in Mathematics
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“…that knowledge-for-practice, knowledge-in-practice, and knowledgeof practice of teacher learning (Cochran-Smith & Lytle, 1999) influence academic progress of students, and Baumert et al. (2017a) revealed a substantial positive effect of pedagogical content knowledge on students’ learning gains.”
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Copur-Gencturk, Y., & Olmez, I. (2020) · International Journal of Science and Mathematics Education · doi:10.1007/s10763-021-10186-x · Cited by 11
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“In einigen Studien konnte das deklarative Professionswissen von Lehrkräften als Prädiktor für die Unterrichtsqualität und den Lernerfolg von Lernenden nachgewiesen werden (Baumert et al. 2010; Hill et al. 2005).”
BackgroundJentsch, A., Casale, G., Schlesinger, L., Kaiser, G., König, J. A., & Blömeke, S. (2020) · Unterrichtswissenschaft · doi:10.1007/s42010-019-00061-8 · Cited by 11
Jenßen, L., Dunekacke, S., Gustafsson, J., & Blömeke, S. (2019) · Zeitschrift für Erziehungswissenschaft · doi:10.1007/s11618-019-00911-2 · Cited by 14
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Teachers and teacher education: a call for a renewed sociological research agenda
Reimer, D. (2019) · International Studies in Sociology of Education · doi:10.1080/09620214.2019.1601582 · Cited by 10
“One of the recurring key findings is, however, that CK alone is not sufficient if teachers are to engage students and support their learning and that pedagogical content knowledge has substantial positive effects on students’ learning outcomes (Baumert et al., 2009).”
BackgroundGökçek, T., & Yılmaz, A. (2019) · Turkish Journal of Education · doi:10.19128/turje.459678 · Cited by 11
Schmidt, W. H., Burroughs, N. A., Houang, R. T., & Cogan, L. S. (2018) · Journal of Teacher Education · doi:10.1177/0022487118805989 · Cited by 11
“International studies have found similar results: Teachers of 10th-grade German students (Baumert et al., 2010) and sixth-grade students in Peru (Metzler & Woessman, 2012) also found a significant relationship of teacher content knowledge to student learning in mathematics.”
ResultPaul, C. M. (2018) · Literacy · doi:10.1111/lit.12127 · Cited by 11
Developing pedagogies for a synchronous online course on teaching pre-university mathematics
Golding, J., & Bretscher, N. (2018) · Teaching Mathematics and its Applications An International Journal of the IMA · doi:10.1093/teamat/hry010 · Cited by 11
Derechos básicos de aprendizaje en matemáticas: revisión crítica y propuesta de ajuste
Gómez, P., Castro, P., Bulla, A., Mora, M., & Pinzón, A. (2016) · Educación y Educadores · doi:10.5294/edu.2016.19.3.1 · Cited by 11
Seiz, J., Decristan, J., Kunter, M., & Baumert, J. (2016) · Zeitschrift für Pädagogische Psychologie · doi:10.1024/1010-0652/a000186 · Cited by 26
“Die Skalen zur Erfassung der Unterrichtsqualität sowie beide Leistungstests wurden bereits mehrfach in Publikationen beschrieben (Baumert et al., 2010; Dubberke et al., 2008; Kunter et al., 2013).”
BackgroundInfluentialSelf-citationProblematising the pursuit of progress in mathematics education
Llewellyn, A. (2015) · Educational Studies in Mathematics · doi:10.1007/s10649-015-9645-8 · Cited by 13
Maerten‐Rivera, J., Huggins‐Manley, A. C., Adamson, K., Lee, O., & Llosa, L. (2015) · Journal of Research in Science Teaching · doi:10.1002/tea.21198 · Cited by 12
Lee, A. (2013) · Journal of Pre-College Engineering Education Research (J-PEER) · doi:10.7771/2157-9288.1059 · Cited by 11
“Scholars agree that PCK is a major determinant that shapes teacher quality and consequently, influences student learning (Shulman, 1987; Baumert et al., 2010).”
Hsieh, F.-J. (2013) · International Journal of Science and Mathematics Education · doi:10.1007/s10763-013-9425-9 · Cited by 11
PROFILES OF OPPORTUNITIES TO LEARN FOR TEDS-M FUTURE SECONDARY MATHEMATICS TEACHERS
Wang, T.-Y., & Tang, S.-J. (2013) · doi:10.1007/s10763-013-9421-0 · Cited by 11
Firestone, A., Aramburo, C. M., & Cruz, R. A. (2021) · Studies In Educational Evaluation · doi:10.1016/j.stueduc.2021.100986 · Cited by 11
Investigating Pre-service Teachers’ Professional Vision Within University-Based Teacher Education
Seidel, T., Stürmer, K., Prenzel, M., Jahn, G., & Schäfer, S. (2017) · doi:10.1007/978-3-319-50030-0_7 · Cited by 11
Diaz, C., & Mardones, H. C. (2014) · Estudios pedagógicos · doi:10.4067/s0718-07052014000200019 · Cited by 11
Teaching technology to young learners: teachers’ individual competencies
Korkeaniemi, A., Lindfors, E., & Kiviranta, L. (2025) · International Journal of Technology and Design Education · doi:10.1007/s10798-025-09973-2 · Cited by 20
“Content knowledge further includes the understanding of the curricular content (Baumert et al., 2010) and its scope and disciplines (Shulman, 1987).”
Revealing pre-service teachers’ reflections regarding online practicum through the lens of TPACK
Shao, P., Pan, Z., Chen, M., & Liu, M. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-13053-8 · Cited by 9
“…instructional strategies for creating effective learning environments (Voss et al., 2011), and 3) Pedagogical Content Knowledge (PCK), involving the application of subject-specific teaching methods to support effective instruction (Baumert et al., 2010; Hill et al., 2008; Shulman, 1986).”
Ramma, Y., Bholoa, A., & Watts, M. (2024) · Education Inquiry · doi:10.1080/20004508.2024.2412878 · Cited by 10
“While some studies have demonstrated a direct positive correlation between teacher knowledge and student achievement (Baumert et al., 2010; Darling-Hammond, 2003; Darling-Hammond & Young, 2002), other studies (Akiri, 2013; Nye et al., 2004) have been inconclusive about the existence of such a…”
Mentel, H., Ehlert, M., Souvignier, E., & Förster, N. (2024) · European Journal of Teacher Education · doi:10.1080/02619768.2024.2412071 · Cited by 12
Li, J., & Copur‐Gencturk, Y. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-13020-3 · Cited by 15
“…content comprehensible for students (Ball et al., 2008; Shulman, 1986), which involves the knowledge about students’ mathematical thinking and instructional strategies for effective mathematics teaching (Ball et al., 2008; Baumert et al., 2010; Copur-Gencturk & Tolar, 2022; Tatto et al., 2008).”
Guo, K., Zhong, Y., Qin, J., & Chu, S. K. W. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2372646 · Cited by 14
“…being taught; (2) pedagogical knowledge (PK), which involves domain-general instructional strategies that create effective learning environments (Baumert et al., 2010; Voss et al., 2011); and (3) pedagogical content knowledge (PCK), which refers to the knowledge about content-specific teaching…”
Kulgemeyer, C., Riese, J., Vogelsang, C., Buschhüter, D., Borowski, A., Weißbach, A., Jordans, M., Reinhold, P., & Schecker, H. (2023) · Zeitschrift für Erziehungswissenschaft · doi:10.1007/s11618-023-01154-y · Cited by 10
“The underlying model for pre-service physics teachers’ PCK considers different in-fluential conceptualisations of PCK in the Anglo-American tradition (e.g. Lee and Luft 2008; Magnusson et al. 1999; Park and Oliver 2008) and German tradition (e.g. Baumert et al. 2010; Riese and Reinhold 2012).”
BackgroundFan, Y. (2023) · Science & Education · doi:10.1007/s11191-023-00424-9 · Cited by 11
“However, educators have noted that specialization is a precursor for interdisciplinarity, and interdisciplinary teaching builds upon well-established content knowledge from each component discipline (Baumert et al., 2010; You, 2017).”
Bernholt, A., Sorge, S., Rönnebeck, S., & Parchmann, I. (2023) · Unterrichtswissenschaft · doi:10.1007/s42010-023-00162-5 · Cited by 18
“Dabei scheint gerade das Fachwissen eine zentrale Rolle für die Entwicklung fachdidaktischer Expertise einzunehmen (z.B. Baumert et al. 2010; Riese und Reinhold 2012; Schiering et al. 2022).”
BackgroundHandtke, K., & Bögeholz, S. (2022) · Education sciences · doi:10.3390/educsci12120928 · Cited by 10
Karkar-Esperat, T. M. (2022) · The Teacher Educator · doi:10.1080/08878730.2022.2147615 · Cited by 12
Mensah, E., & Baidoo-Anu, D. (2022) · Research in Mathematics · doi:10.1080/27684830.2022.2088645 · Cited by 10
Ouwehand, K., Xu, K. M., Meeuwisse, M., Severiens, S. E., & Wijnia, L. (2022) · Frontiers in Education · doi:10.3389/feduc.2022.815795 · Cited by 12
Beudels, M. M., Damerau, K., & Preisfeld, A. (2021) · Education Sciences · doi:10.3390/educsci11110744 · Cited by 11
“Regarding the relevance of teachers’ CK for the development of PCK and the teaching activities [55,58,68] as well as the difficulty level of the items, a dilemma of primary teacher education becomes apparent.”
BackgroundLiu, Y., Wang, C., Liu, J., & Liu, H. (2021) · Educational Psychology · doi:10.1080/01443410.2021.1987388 · Cited by 12
Effects of Teacher Training in Systems Thinking on Biology Students—An Intervention Study
Streiling, S., Hörsch, C., & Riess, W. (2021) · Sustainability · doi:10.3390/su13147631 · Cited by 10
Herbert, B., & Schweig, J. D. (2021) · Zeitschrift für Erziehungswissenschaft · doi:10.1007/s11618-021-01020-9 · Cited by 16
“Indem sie kognitive Konflikte provozieren, regen Aufgaben Schüler*innen dazu an, ihr Vorwissen zu reaktivieren und in Frage zu stellen und vertiefend über die Inhalte nachzudenken (Baumert et al. 2010; Lipowsky et al. 2009).”
BackgroundInfluentialPreparing Pre-Service Teachers for Mathematics Teaching at Primary Schools in Vietnam
Le, T., Phan, T., Nguyen, P.-T., Le, C. D., Nguyen, M.-T., & Nguyen, T.-T. (2021) · Eurasia Journal of Mathematics, Science and Technology Education · doi:10.29333/ejmste/10863 · Cited by 10
Yunianto, W., Prahmana, R. C. I., & Crisan, C. (2021) · JME (Journal of Mathematics Education) · doi:10.22342/jme.12.2.13537.223-238 · Cited by 10
“Students’ performance is more affected from teachers’ PCK (Baumert et al., 2010).”
Assessing Biology Pre-Service Teachers’ Professional Vision of Teaching Scientific Inquiry
Vogt, F., & Schmiemann, P. (2020) · Education Sciences · doi:10.3390/educsci10110332 · Cited by 13
“These types of knowledge are considered to affect teaching and student learning [7,8].”
BackgroundKo, I., & Herbst, P. (2020) · Journal for Research in Mathematics Education · doi:10.5951/jresematheduc-2020-0163 · Cited by 10
Herawati, R., & Tjahjono, H. K. (2020) · Jurnal Manajemen Bisnis · doi:10.18196/mb.11298 · Cited by 17
Nilsen, T., & Bergem, O. K. (2020) · Acta Didactica Norden · doi:10.5617/adno.7946 · Cited by 14
“Most studies on equity and teacher competence have been conducted in the US and Germany (e.g. Baumert et al., 2010; DarlingHammond, 2006).”
BackgroundResultInfluentialGeldreich, K., Simon, A., & Hubwieser, P. (2019) · MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung · doi:10.21240/mpaed/33/2019.02.15.x · Cited by 10
“Beyond challenging the students, the tasks should also be prepared in a way that they can be adapted to different learning prerequisites and abilities of the students (Baumert et al. 2010).”
BackgroundBeing a Mathematics Teacher Educator in China: Challenges and Strategic Responses
Wu, Y.-K., Hwang, S., & Cai, J.-F. (2017) · International Journal of Science and Mathematics Education · doi:10.1007/s10763-016-9752-8 · Cited by 10
Takayama, K., Jones, T. M., & Amazan, R. (2017) · doi:10.14221/ajte.2017v42n4.7 · Cited by 10
Caldatto, M. E., Pavanello, R. M., & Fiorentini, D. (2016) · doi:10.1590/1980-4415v30n56a03 · Cited by 10
Matthews, M. (2013) · Journal of Education · doi:10.1177/002205741319300305 · Cited by 10
“The same data were collected from these students and teachers at the end of the students’ tenth-grade year (Baumert et al., 2010).”
BackgroundMethodInfluentialOketch, M., Mutisya, M., Sagwe, J., Musyoka, P. K., & Ngware, M. W. (2012) · doi:10.1080/14748460.2012.659057 · Cited by 10
Observing the process of mathematics teacher change—part 1
Reid, D., & Zack, V. (2010) · doi:10.1007/s10857-010-9158-4 · Cited by 10
Shahat, M. A. A., Emam, M. M., Alhinai, M., Omara, E. M. N., Alhabsi, N., Alhosni, K. Z., Al-Yahmedi, A., Al-Amri, M. H., Ismail, S. S., & Al-Balushi, S. M. (2025) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2025.101457 · Cited by 16
Blume, F., & Schmiedek, F. (2024) · Learning and Instruction · doi:10.1016/j.learninstruc.2024.101908 · Cited by 13
Unterrichtsqualität im naturwissenschaftlichen Unterricht
Steffensky, M., & Neuhaus, B. J. (2018) · Springer eBooks · doi:10.1007/978-3-662-56320-5_18 · Cited by 25
Besser, M., Blum, W., & Leiss, D. (2015) · International perspectives on the teaching and learning of mathematical modelling · doi:10.1007/978-3-319-18272-8_11 · Cited by 10
“With a special focus on mathematics teachers, especially the COACTIV-project (Baumert et al. 2010), the Michigan-Group (Ball et al.”
BackgroundSelf-citationQuantum Physics in Teacher Education
Pospiech, G., & Schöne, M. (2014) · doi:10.1007/978-3-319-00297-2_40 · Cited by 10
“Studies show that the quality of teachers' explanations strongly depends on their content knowledge, (Baumert et al. 2010, Riese 2010). It has to be flexible and adjusted to their students needs. An effective teacher is the single most important factor of student learning (DarlingHammond, 2000). Demtröder et al (2006)…”
BackgroundKnowledge Transformation Between Secondary School and University Mathematics
Deiser, O., & Reiss, K. (2014) · doi:10.1007/978-1-4614-3489-4_3 · Cited by 10
“Moreover, it is not only the tradition of university mathematics but also recent research which emphasizes the role of teachers’ mathematical content knowledge for the successful classroom work (Baumert et al. 2010; Baumert and Kunter 2006; Darling-Hammond 2000; see also the discussion by Czerwenka and Nölle 2011).”
BackgroundNeubrand, M. (2013) · doi:10.1007/978-94-007-4458-5_3 · Cited by 10
Self-citationHebibi, F., Runge, I., Scheiter, K., & Lazarides, R. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13795-z · Cited by 11
“This study emphasizes technology-enhanced constructive support, essential for a supportive class climate fostering motivation and engagement in challenges (Baumert et al., 2010; Klieme, 2020; Praetorius et al., 2018).”
Metadata
- Authors
- Baumert, J., Kunter, M., Blum, W., Brunner, M., Voss, T., Jordan, A., Klusmann, U., Krauss, S., Neubrand, M., & Tsai, Y.-M.
- Affiliations
- Max Planck Society (DE)
- University of Kassel (DE)
- Bielefeld University (DE)
- Carl von Ossietzky Universität Oldenburg (DE)
- ORCID
- Venue
- American Educational Research Journal
- Published
- 2010-03
- Volume
- 47
- Issue
- 1
- Pages
- 133-180
- ISSN
- 0002-8312 (ISSN-L)
- 1935-1011
- OpenAlex
- W2141462352
- Cited by
- 2,100
- References
- 127
- Citations by year
- 2026: 115 · 2025: 119 · 2024: 134 · 2023: 156 · 2022: 174 · 2021: 179 · 2020: 170 · 2019: 145 · 2018: 133 · 2017: 163 · 2016: 143 · 2015: 155 · 2014: 89 · 2013: 105 · 2012: 66
- FWCI
- 165.41
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- American Educational Research Journal (publishedVersion)
- University of Regensburg Publication Server (University of Regensburg) (acceptedVersion)
- Max Planck Institute for Plasma Physics (submittedVersion)
- Kobra (Universitätsbibliothek Kassel) (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- University of Regensburg Publication Server (University of Regensburg)
- Topics
- Social Sciences › Education › Mathematics Education and Teaching Techniques
- Social Sciences › Education › Teacher Education and Leadership Studies
- Social Sciences › Education › Mathematics Education and Pedagogy
- Keywords
- pedagogical content knowledge, content knowledge, cognitive activation, learning gains, secondary mathematics instruction, teacher professional knowledge, mathematics teachers, teacher professional development
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