Dr. Lena Keller
Postdoctoral researcher
Campus Golm
Karl-Liebknecht-Str. 24-25
Building 24, room 1.62
14476 Potsdam
consulting hours
by appointment
Research Interests
Interplay of students' achievement and achievement motivation
Intersectionality and gender differences in education
Giftedness and high achievement
Attitudes and stereotypes of (pre-service) teachers
Research syntheses with data from educational large-scale assessments
Dissertation
The Interplay of Achievement and Achievement Motivation: Gender Differences in Math Top-Performers and Functional Relations [Link]
Publications
Chesaniuk, M., Haering, S., Roseman, J., Straßburger, V. M., Diversity Assessment Working Group, Stadler, G. (in press). Closing the gender and diversity data gap in the health sciences proposal for a Diversity Minimal Item Set (DiMIS). Sustainable Chemistry and Pharmacy.
Keller, L., Lüdtke, O., Preckel, F., & Brunner, M. (2023). Educational inequalities at the intersection of multiple social categories: An introduction and systematic review of the multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) approach. Educational Psychology Review, 35, 31. https://doi.org/10.1007/s10648-023-09733-5
Brunner, M., Keller, L., Stallasch, S. E., Kretschmann, J., Hasl, A., Preckel, F., Lüdtke, O., & Hedges, L. V. (2023). Meta-analyzing individual participant data from studies with complex survey designs: A tutorial on using the two-stage approach for data from educational large-scale assessments. Research Synthesis Methods, 14(1), 5–35. https://doi.org/10.1002/jrsm.1584
Keller, L., Cortina, K. S., Müller, K., & Miller, K. F. (2022). Noticing and weighing alternatives in the reflection of regular classroom teaching: Evidence of expertise using mobile eye-tracking. Instructional Science, 50, 251–272. https://doi.org/10.1007/s11251-021-09570-5
Keller, L., Preckel, F., Eccles, J. S., & Brunner, M. (2022). Top-performing math students in 82 countries: An integrative data analysis of gender differences in achievement, achievement profiles, and achievement motivation. Journal of Educational Psychology, 114(5), 966–991. https://doi.org/10.1037/edu0000685. Frei zugängliche Version: 10.31234/osf.io/73wap
Keller, L., Preckel, F., & Brunner, M. (2021). Nonlinear relations between achievement and academic self-concepts in elementary and secondary school: An integrative data analysis across 13 countries. Journal of Educational Psychology, 113(3), 585–604. https://doi.org/10.1037/edu0000533. Free version: 10.31234/osf.io/8z563
Oppermann, E., Keller, L., & Anders, Y. (2020). Geschlechtsunterschiede in der kindlichen MINT-Lernmotivation: Forschungsbefunde zu bestehenden Unterschieden und Einflussfaktoren [Gender differences in children’s STEM motivation: A review of the research literature]. Diskurs Kindheits- und Jugendforschung / Discourse. Journal of Childhood and Adolescence Research, 1, 38–52. https://doi.org/10.3224/diskurs.v15i1.04
Matheis, S., Keller, L. K., Kronborg, L., Schmitt, M., & Preckel, F. (2019). Do stereotypes strike twice? Giftedness and gender stereotypes in pre-service teachers' beliefs about students' characteristics in Australia. Asia-Pacific Journal of Teacher Education, 48(2), 213–232. 10.1080/1359866X.2019.1576029
Oppermann, E.* & Keller, L.* (2018). Forschungsüberblick zu Geschlechtsunterschieden in der frühen MINT-Bildung. Expertise für die Stiftung „Haus der kleinen Forscher“. [Link]
Schmidt, I., Brunner, M., Keller, L., Scherrer, V., Wollschläger, R., Baudson, T. G., & Preckel, F. (2017). Profile formation of academic self-concept in elementary school students in grades 1 to 4. PLoS ONE, 12(5): e0177854. doi.org/10.1371/journal.pone.0177854
Education
2020 PhD in Psychology, Freie Universität Berlin, Germany
2015 MSc in Psychology, University of Trier, Germany
2012 BSc in Psychology, Goethe-University Frankfurt a. M., Germany
Professional Positions and Research Stays
since 10/2020 Postdoctoral Researcher, Department of Quantitative Methods in Educational Sciences, University of Potsdam
03/2019–08/2020 Predoctoral Researcher, Department of Quantitative Methods in Educational Sciences, University of Potsdam
2015–2018 Fellow of the International Max Planck Research School on the Life Course (LIFE), Max Planck Institute for Human Development (Berlin) with affiliation to the Freie Universität Berlin
07/2017–08/2017 Research stay, Monash University, Melbourne, Dr. Leonie Kronborg
10/2016–12/2016 Research stay, University of Michigan, Ann Arbor, Prof. Dr. Kai S. Cortina
05/2016 Research stay, University of California, Irvine, Prof. Dr. Jacquelynne S. Eccles
Scholarships & Awards
2022 Publication Award for Young Scientists (Postdocs) by the Society for Empirical Educational Research (GEBF)
2015–2018 PhD scholarship, International Max Planck Research School on the Life Course (LIFE)
2016 Best Presentation Award, 3rd Annual Meeting of the Berlin Interdisciplinary Education Research Network (BIEN), Berlin
2009–2015 Scholarship by the German National Academic Foundation
Conference Talks
Keller, L., Lüdtke, O., Preckel, F., & Brunner, M. (2022). Gender and beyond: Introducing a multilevel approach for modeling educational inequalities on the intersection of multiple social identities. Paper presented at the ninth Meeting of the Society for Empirical Educational Research (GEBF), Bamberg, Germany.
Keller, L., & Brunner, M. (2022). Intersectionality in educational contexts: Quantitative approaches and findings. Symposium chaired at the ninth Meeting of the Society for Empirical Educational Research (GEBF), Bamberg, Germany.
Keller, L., Preckel, F., & Brunner, M. (2021). Everything linear? An investigation of the functional relation between achievement and academic self-concept in an integrative data analysis. Paper presented at the conference “Methodological challenges in empirical educational research” by the Society for Empirical Educational Research (digiGEBF).
Stallasch, S., Keller, L., & Brunner, M. (2021). From tools to theories: How do statistical models influence our knowledge gain? Symposium chaired at the conference “Methodological challenges in empirical educational research” by the Society for Empirical Educational Research (digiGEBF).
Keller, L., Preckel, F., Eccles, J. S., & Brunner, M. (2021). Gender differences in top-performing math students’ achievement and motivation: An IPD meta-analysis. Paper presented at the Research Synthesis & Big Data Conference, ZPID.
Keller, L., Preckel, F., Eccles, J. S., & Brunner, M. (2020). Top-performing math students worldwide: A meta-analysis of gender differences in achievement and motivation. Paper accepted for presentation at the American Educational Research Association (AERA) Annual Meeting, San Francisco, USA. (Canceled due to COVID-19 pandemic)
Keller, L., Preckel, F., & Brunner, M. (2020). Everything linear? An investigation of the functional relation between achievement and academic self-concept in an integrative data analysis. Paper accepted for presentation at the seventh Meeting of the Society for Empirical Educational Research (GEBF), Potsdam, Germany. (Canceled due to COVID-19 pandemic)
Stallasch, S., Keller, L., & Brunner, M. (2020). From tools to theories: How do statistical models influence our knowledge gain? Accepted symposium at the seventh Meeting of the Society for Empirical Educational Research (GEBF), Potsdam, Germany. (Canceled due to COVID-19 pandemic)
Preckel, F. , Keller, L., Eccles, J. S., & Brunner, M. (2019). Top 5% math students worldwide: A meta-analysis of gender differences in achievement and motivation. Paper presented at the eighteenth Meeting of the European Association for Research on Learning and Instruction (EARLI), Aachen, Germany.
Keller, L., Preckel, F., Eccles, J. S., & Brunner, M. (2018). Who are the top-performers in mathematics? Gender differences in achievement and achievement motivation in top-performing mathematics students worldwide. Paper presented at the sixth Meeting of the Society for Empirical Educational Research (GEBF), Basel, Switzerland.
Keller, L., Preckel, F., Eccles, J. S., & Brunner, M. (2017). Top in math and even better in reading? An international meta-analysis of gender differences in achievement and achievement motivation in top-performing math students. Paper presented at the Meeting of the Specialist Groups Developmental Psychology and Educational Psychology (PAEPSY), Münster, Germany.
Keller, L., Preckel, F., Eccles, J. S., & Brunner, M. (2017). Top-performing math students' achievement and achievement motivation around the world: A meta-analysis. Paper presented at the 22nd Biennial World Conference des World Council for Gifted and Talented Children (WCGTC), Sydney, Australia.
Keller, L., Preckel, F., & Brunner, M. (2017). Everything linear? The functional relation between achievement and academic self-concept in younger and older students from an international perspective. Paper presented at the fifth Meeting of the Society for Empirical Educational Research (GEBF), Heidelberg, Germany.
Keller, L. & Oppermann, E. (2017). Domain-specific motivation in educational pathways. Symposium chaired at the fifth Meeting of the Society for Empirical Educational Research (GEBF), Heidelberg, Germany.
Keller, L., Preckel, F., Eccles, J. S. & Brunner, M. (2016). Characteristics of mathematically top-performing girls and boys around the world: Gender differences in achievement and achievement motivation.Paper presented at the third annual conference of the Berlin Interdisciplinary Education Research Network (BIEN), Berlin, Germany.
Schmidt, I., Scherrer, V., Keller, L., & Preckel, F. (August 2015). Academic self-concept in elementary school: Integrating the nested Marsh/Shavelson and the I/E model to understand its development. Paper presented at the eighth SELF Biennial International Conference, Kiel, Germany.
Schmidt, I., Scherrer, V., Keller, L., & Preckel, F. (März 2015). The formation of academic self-concept profiles in elementary school students: An examination of the nested Marsh/Shavelson model. Paper presented at the third Meeting of the Society for Empirical Educational Research (GEBF), Bochum, Germany.
Forschungsinteressen
Zusammenspiel von Leistung und Leistungsmotivation bei Schülerinnen und Schülern
Intersektionalität und Geschlechtsunterschiede im Bildungskontext
Hochbegabung und Spitzenleistung
Einstellungen und Stereotype von (angehenden) Lehrkräften
Forschungssynthesen mit Daten internationaler Large-Scale Assessments