The role of teachers’ beliefs and professional development in students’ mathematics motivation in primary education
DOI:
https://doi.org/10.31129/LUMAT.13.1.2500Keywords:
mathematics motivation, mathematics education, teacher self-efficacy, epistemic beliefs, teaching experience, in-service trainingAbstract
Motivation plays a crucial role in mathematical competence, with motivated students tending to perform better than those who lack motivation. Given that teachers can play a significant role in fostering student motivation, the aim of this study was to investigate teachers’ influence on students’ motivation to learn mathematics. Alongside the teacher’s influence, we also aim to explore the impact of individual factors on students’ motivation. This study examines the effects of both individual and teacher-related factors on fostering students’ mathematics motivation, at both the student and the classroom levels. We use multilevel modelling for analysis. Student level contains individual factors: grade level, gender, and mathematics achievement. Classroom level contains teacher-related factors: teacher beliefs and professional development. Motivation was addressed through five dimensions: intrinsic value, utility value, attainment value, relative cost and perceived competence. The data is part of the international longitudinal study, MathMot, which examines primary school students’ mathematics motivation across six European countries. The data of the present study consists of Finnish students from 3rd (n = 760) and 4th grade (n = 747) and their teachers (N = 95). According to the results, student motivation is most significantly impacted by mathematical achievement at the individual level, and by teachers’ in-service training and beliefs about teaching and learning mathematics at the classroom level. Establishing a direct connection between teacher self-efficacy and student motivation is challenging because it affects motivation indirectly, for example, through teaching methods. Additionally, the role of the teacher in fostering motivation is relatively small and unstable in the early years.
References
Alt, D. (2018). Science teachers’ conceptions of teaching and learning, ICT efficacy, ICT professional development and ICT practices enacted in their classrooms. Teaching and Teacher Education, 73, 141–150. https://doi.org/10.1016/j.tate.2018.03.020 DOI: https://doi.org/10.1016/j.tate.2018.03.020
Anderman, E. M. (2020). Achievement motivation theory: Balancing precision and utility. Contemporary Educational Psychology, 61, 101864. https://doi.org/10.1016/j.cedpsych.2020.101864 DOI: https://doi.org/10.1016/j.cedpsych.2020.101864
Baier, F., Decker, A.-T., Voss, T., Kleickmann, T., Klusmann, U., & Kunter, M. (2019). What makes a good teacher? The relative importance of mathematics teachers’ cognitive ability, personality, knowledge, beliefs, and motivation for instructional quality. British Journal of Educational Psychology, 89(4), 767–786. https://doi.org/10.1111/bjep.12256 DOI: https://doi.org/10.1111/bjep.12256
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. https://doi.org/10.1037/0033-295X.84.2.191 DOI: https://doi.org/10.1037//0033-295X.84.2.191
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. (pp. xiii, 617). Prentice-Hall, Inc.
Bong, M., & Skaalvik, E. M. (2003). Academic Self-Concept and Self-Efficacy: How Different Are They Really? Educational Psychology Review, 15(1), 1–40. https://doi.org/10.1023/A:1021302408382 DOI: https://doi.org/10.1023/A:1021302408382
Chang, Y.-L. (2015). Examining Relationships among Elementary Mathematics Teacher Efficacy and Their Students’ Mathematics Self-efficacy and Achievement. Eurasia Journal of Mathematics, Science and Technology Education, 11(6), 1307–1320. https://doi.org/10.12973/eurasia.2015.1387a DOI: https://doi.org/10.12973/eurasia.2015.1387a
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum Likelihood from Incomplete Data Via the EM Algorithm. Journal of the Royal Statistical Society: Series B (Methodological), 39(1), 1–22. https://doi.org/10.1111/j.2517-6161.1977.tb01600.x DOI: https://doi.org/10.1111/j.2517-6161.1977.tb01600.x
Dowker, A., Bennett, K., & Smith, L. (2012). Attitudes to Mathematics in Primary School Children. Child Development Research, 2012(1), 124939. https://doi.org/10.1155/2012/124939 DOI: https://doi.org/10.1155/2012/124939
Eccles, J. S., & Wigfield, A. (2002). Motivational Beliefs, Values, and Goals. In Annual Review of Psychology (Vol. 53, Issue Volume 53, 2002, pp. 109–132). Annual Reviews. https://doi.org/10.1146/annurev.psych.53.100901.135153 DOI: https://doi.org/10.1146/annurev.psych.53.100901.135153
Eccles, J. S., & Wigfield, A. (2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 61, 101859. https://doi.org/10.1016/j.cedpsych.2020.101859 DOI: https://doi.org/10.1016/j.cedpsych.2020.101859
Eccles, J. S., & Wigfield, A. (2023). Expectancy-value theory to situated expectancy-value theory: Reflections on the legacy of 40+ years of working together. Motivation Science, 9(1), 1–12. https://doi.org/10.1037/mot0000275 DOI: https://doi.org/10.1037/mot0000275
Ekmekci, A., Corkin, D. M., & Fan, W. (2019). A Multilevel Analysis of the Impact of Teachers’ Beliefs and Mathematical Knowledge for Teaching on Students’ Mathematics Achievement. Australian Journal of Teacher Education, 44(12). https://doi.org/10.14221/ajte.2019v44n12.4 DOI: https://doi.org/10.14221/ajte.2019v44n12.4
Feiman-Nemser, S. (2001). From Preparation to Practice: Designing a Continuum to Strengthen and Sustain Teaching. Teachers College Record, 103(6), 1013–1055. https://doi.org/10.1111/0161-4681.00141 DOI: https://doi.org/10.1177/016146810110300601
Fives, H., & Buehl, M. M. (2012). Spring cleaning for the “messy” construct of teachers’ beliefs: What are they? Which have been examined? What can they tell us? In APA educational psychology handbook, Vol. 2. Individual differences and cultural and contextual factors (pp. 471–499). American Psychological Association. https://psycnet.apa.org/doi/10.1037/13274-019 DOI: https://doi.org/10.1037/13274-019
Ganley, C. M., & Lubienski, S. T. (2016). Mathematics confidence, interest, and performance: Examining gender patterns and reciprocal relations. Learning and Individual Differences, 47, 182–193.https://doi.org/10.1016/j.lindif.2016.01.002 DOI: https://doi.org/10.1016/j.lindif.2016.01.002
Gaspard, H., Häfner, I., Parrisius, C., Trautwein, U., & Nagengast, B. (2017). Assessing task values in five subjects during secondary school: Measurement structure and mean level differences across grade level, gender, and academic subject. Contemporary Educational Psychology, 48, 67–84. https://doi.org/10.1016/j.cedpsych.2016.09.003 DOI: https://doi.org/10.1016/j.cedpsych.2016.09.003
Geldhof, G. J., Preacher, K. J., & Zyphur, M. J. (2014). Reliability Estimation in a Multilevel Confirmatory Factor Analysis Framework. Psychological Methods, 19(1), 72–91. https://doi.org/10.1037/a0032138 DOI: https://doi.org/10.1037/a0032138
Grigg, S., Perera, H. N., McIlveen, P., & Svetleff, Z. (2018). Relations among math self efficacy, interest, intentions, and achievement: A social cognitive perspective. Contemporary Educational Psychology, 53, 73–86. https://doi.org/10.1016/j.cedpsych.2018.01.007 DOI: https://doi.org/10.1016/j.cedpsych.2018.01.007
Haataja, E. S. H., Niemivirta, M., Holm, M. E., Ilomanni, P., & Laine, A. (2024). Students’ socioeconomic status and teacher beliefs about learning as predictors of students’ mathematical competence. European Journal of Psychology of Education, 39(2), 1615–1636. https://doi.org/10.1007/s10212-023-00791-5 DOI: https://doi.org/10.1007/s10212-023-00791-5
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Evaluation of Reflective Measurement Models. In J. F. Hair Jr., G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, & S. Ray (Eds.), Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook (pp. 75–90). Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7_4 DOI: https://doi.org/10.1007/978-3-030-80519-7_4
Hiebert, J., & Grouws, D. A. (2007). The effects of classroom mathematics teaching on students’ learning. In Econd Handbook of Research on Mathematics Teaching and Learning (pp. 371–404). Information Age.
Hox, J., Moerbeek, M., & van de Schoot, R. (2017). Multilevel Analysis. Routledge. DOI: https://doi.org/10.4324/9781315650982
Hoy, A. W., Davis, H., & Pape, S. J. (2006). Teacher Knowledge and Beliefs. In Handbook of educational psychology. (pp. 715–737). Lawrence Erlbaum Associates Publishers.
Klassen, R. M., & Tze, V. M. C. (2014). Teachers’ self-efficacy, personality, and teaching effectiveness: A meta-analysis. Educational Research Review, 12, 59–76. https://doi.org/10.1016/j.edurev.2014.06.001 DOI: https://doi.org/10.1016/j.edurev.2014.06.001
Laschke, S., & Blömeke, S. (2013). Teacher education and development study: Learning to teach mathematics (TEDS-M). In Dokumentation der Erhebungsinstrumente. Waxmann.
Lauermann, F., & ten Hagen, I. (2021). Do teachers’ perceived teaching competence and self-efficacy affect students’ academic outcomes? A closer look at student-reported classroom processes and outcomes. Educational Psychologist, 56(4), 265–282. https://doi.org/10.1080/00461520.2021.1991355 DOI: https://doi.org/10.1080/00461520.2021.1991355
Lazarides, R., Buchholz, J., & Rubach, C. (2018). Teacher enthusiasm and self-efficacy, student-perceived mastery goal orientation, and student motivation in mathematics classrooms. Teaching and Teacher Education, 69, 1–10. https://doi.org/10.1016/j.tate.2017.08.017 DOI: https://doi.org/10.1016/j.tate.2017.08.017
Leavy, A., Bjerke, A. H., & Hourigan, M. (2023). Prospective primary teachers’ efficacy to teach mathematics: Measuring efficacy beliefs and identifying the factors that influence them. Educational Studies in Mathematics, 112(3), 437–460. https://doi.org/10.1007/s10649-022-10181-1 DOI: https://doi.org/10.1007/s10649-022-10181-1
LeBreton, J. M., & Senter, J. L. (2008). Answers to 20 Questions About Interrater Reliability and Interrater Agreement. Organizational Research Methods, 11(4), 815–852. https://doi.org/10.1177/1094428106296642 DOI: https://doi.org/10.1177/1094428106296642
Leijen, Ä., Baucal, A., Pikk, K., Uibu, K., Pajula, L., & Sõrmus, M. (2024). Opportunities to develop student’s math-related agency in primary education: The role of teacher beliefs. European Journal of Psychology of Education, 39(2), 1637–1659. https://doi.org/10.1007/s10212-023-00771-9 DOI: https://doi.org/10.1007/s10212-023-00771-9
Lentillon-Kaestner, V., Cece, V., & Guillet-Descas, E. (2024). Perceived expertise among physical education teachers: The role of personal and contextual factors. Teacher Development, 28(1), 44–62. https://doi.org/10.1080/13664530.2023.2291052 DOI: https://doi.org/10.1080/13664530.2023.2291052
Lim, S. Y., & Chapman, E. (2015). Identifying affective domains that correlate and predict mathematics performance in high-performing students in Singapore. Educational Psychology, 35(6), 747–764. https://doi.org/10.1080/01443410.2013.860221 DOI: https://doi.org/10.1080/01443410.2013.860221
Liu, S., & Yin, H. (2024). Opening the black box: How professional learning communities, collective teacher efficacy, and cognitive activation affect students’ mathematics achievement in schools. Teaching and Teacher Education, 139, 104443. https://doi.org/10.1016/j.tate.2023.104443 DOI: https://doi.org/10.1016/j.tate.2023.104443
Lui, A. M., & Bonner, S. M. (2016). Preservice and inservice teachers’ knowledge, beliefs, and instructional planning in primary school mathematics. Teaching and Teacher Education, 56, 1–13. https://doi.org/10.1016/j.tate.2016.01.015 DOI: https://doi.org/10.1016/j.tate.2016.01.015
Luo, W., Hogan, D., Tan, L. S., Kaur, B., Ng, P. T., & Chan, M. (2014). Self-construal and students’ math self-concept, anxiety and achievement: An examination of achievement goals as mediators. Asian Journal of Social Psychology, 17(3), 184–195. https://doi.org/10.1111/ajsp.12058 DOI: https://doi.org/10.1111/ajsp.12058
Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler’s (1999) Findings. Structural Equation Modeling: A Multidisciplinary Journal, 11(3), 320–341. https://doi.org/10.1207/s15328007sem1103_2 DOI: https://doi.org/10.1207/s15328007sem1103_2
Marsh, H. W., Lüdtke, O., Robitzsch, A., Trautwein, U., Asparouhov, T., Muthén, B., & Nagengast, B. (2009). Doubly-Latent Models of School Contextual Effects: Integrating Multilevel and Structural Equation Approaches to Control Measurement and Sampling Error. Multivariate Behavioral Research, 44(6), 764–802. https://doi.org/10.1080/00273170903333665 DOI: https://doi.org/10.1080/00273170903333665
Mellor, D., & Moore, K. A. (2014). The Use of Likert Scales With Children. Journal of Pediatric Psychology, 39(3), 369–379. https://doi.org/10.1093/jpepsy/jst079 DOI: https://doi.org/10.1093/jpepsy/jst079
Metsämuuronen, J., & Tuohilampi, L. (2014). Changes in Achievement in and Attitude toward Mathematics of the Finnish Children from Grade 0 to 9 – A Longitudinal Study. Journal of Educational and Developmental Psychology, 4(2), 145–169. https://doi.org/10.1111/cdev.12036 DOI: https://doi.org/10.5539/jedp.v4n2p145
Metsäpelto, R.-L., Poikkeus, A.-M., Heikkilä, M., Husu, J., Laine, A., Lappalainen, K., Lähteenmäki, M., Mikkilä-Erdmann, M., Warinowski, A., Iiskala, T., Hangelin, S., Harmoinen, S., Holmström, A., Kyrö-Ämmälä, O., Lehesvuori, S., Mankki, V., Suvilehto, P., & in collaboration with. (2022). A multidimensional adapted process model of teaching. Educational Assessment, Evaluation and Accountability, 34(2), 143–172. https://doi.org/10.1007/s11092-021-09373-9 DOI: https://doi.org/10.1007/s11092-021-09373-9
Muis, K. R., & Foy, M. J. (2010). The effects of teachers’ beliefs on elementary students’ beliefs, motivation, and achievement in mathematics. In Personal epistemology in the classroom: Theory, research, and implications for practice. (pp. 435–469). Cambridge University Press. https://doi.org/10.1017/CBO9780511691904.014 DOI: https://doi.org/10.1017/CBO9780511691904.014
Murayama, K., Pekrun, R., Lichtenfeld, S., & vom Hofe, R. (2013). Predicting Long-Term Growth in Students’ Mathematics Achievement: The Unique Contributions of Motivation and Cognitive Strategies. Child Development, 84(4), 1475–1490. https://doi.org/10.1111/cdev.12036 DOI: https://doi.org/10.1111/cdev.12036
Niemi, H. (2015). Teacher Professional Development in Finland: Towards a More Holistic Approach. Psychology, Society & Education, 7(3), 279–294. DOI: https://doi.org/10.25115/psye.v7i3.519
Niemi, L. (2022). Matematiikan parhaat osaajat perusopetuksessa ja toisella asteella: Pitkittäistutkimus matematiikan osaamisen ja asenteiden kehittymisestä vuosina 2005–2015 [Ph.D. thesis, University of Helsinki]. http://urn.fi/URN:ISBN:978-951-51-8476-4
Nuutila, K., Tuominen, H., Tapola, A., Vainikainen, M.-P., & Niemivirta, M. (2018). Consistency, longitudinal stability, and predictions of elementary school students’ task interest, success expectancy, and performance in mathematics. Learning and Instruction, 56, 73–83. https://doi.org/10.1016/j.learninstruc.2018.04.003 DOI: https://doi.org/10.1016/j.learninstruc.2018.04.003
Oppermann, E., & Lazarides, R. (2021). Elementary school teachers’ self-efficacy, student-perceived support and students’ mathematics interest. Teaching and Teacher Education, 103, 103351. https://doi.org/10.1016/j.tate.2021.103351 DOI: https://doi.org/10.1016/j.tate.2021.103351
Palmer, D. J., Stough, L. M., Burdenski, Jr., Thomas K., & Gonzales, M. (2005). Identifying Teacher Expertise: An Examination of Researchers’ Decision Making. Educational Psychologist, 40(1), 13–25. https://doi.org/10.1207/s15326985ep4001_2 DOI: https://doi.org/10.1207/s15326985ep4001_2
Peixoto, F., Radišić, J., Krstić, K., Hansen, K. Y., Laine, A., Baucal, A., Sõrmus, M., & Mata, L. (2023). Contribution to the Validation of the Expectancy-Value Scale for Primary School Students. Journal of Psychoeducational Assessment, 41(3), 343–350. https://doi.org/10.1177/07342829221144868 DOI: https://doi.org/10.1177/07342829221144868
Pekrun, R. (2006). The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice. Educational Psychology Review, 18(4), 315–341. https://doi.org/10.1007/s10648-006-9029-9 DOI: https://doi.org/10.1007/s10648-006-9029-9
Perera, H. N., & John, J. E. (2020). Teachers’ self-efficacy beliefs for teaching math: Relations with teacher and student outcomes. Contemporary Educational Psychology, 61, 101842. https://doi.org/10.1016/j.cedpsych.2020.101842 DOI: https://doi.org/10.1016/j.cedpsych.2020.101842
Radišić, J., Krstić, K., Blažanin, B., Mićić, K., Baucal, A., Peixoto, F., & Schukajlow, S. (2024). Am I a math person? Linking math identity with students’ motivation for mathematics and achievement. European Journal of Psychology of Education, 39(2), 1513–1536. https://doi.org/10.1007/s10212-024-00811-y DOI: https://doi.org/10.1007/s10212-024-00811-y
Raduan, N. A., & Na, S.-I. (2020). An integrative review of the models for teacher expertise and career development. European Journal of Teacher Education, 43(3), 428–451. https://doi.org/10.1080/02619768.2020.1728740 DOI: https://doi.org/10.1080/02619768.2020.1728740
Reinhold, F., Strohmaier, A., Finger-Collazos, Z., & Reiss, K. (2021). Considering Teachers’ Beliefs, Motivation, and Emotions Regarding Teaching Mathematics With Digital Tools: The Effect of an In-Service Teacher Training. Frontiers in Education, 6. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2021.723869 DOI: https://doi.org/10.3389/feduc.2021.723869
Ropo, E. (2004). Teaching Expertise. In H. P. A. Boshuizen, R. Bromme, & H. Gruber (Eds.), Professional Learning: Gaps and Transitions on the Way from Novice to Expert (pp. 159–179). Springer Netherlands. https://doi.org/10.1007/1-4020-2094-5_9 DOI: https://doi.org/10.1007/1-4020-2094-5_9
Rosseel, Y., & De Wilde, L. (2024). Package “Lavaan”. Latent Variable Analysis (Version 0.6-5; p. 102). https://cran.r-project.org/web/packages/lavaan/lavaan.pdf
Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective: Definitions, theory, practices, and future directions. Contemporary Educational Psychology, 61, 101860. https://doi.org/10.1016/j.cedpsych.2020.101860 DOI: https://doi.org/10.1016/j.cedpsych.2020.101860
Schukajlow, S., Rakoczy, K., & Pekrun, R. (2017). Emotions and motivation in mathematics education: Theoretical considerations and empirical contributions. ZDM, 49(3), 307–322. https://doi.org/10.1007/s11858-017-0864-6 DOI: https://doi.org/10.1007/s11858-017-0864-6
Skaalvik, E. M., Federici, R. A., & Klassen, R. M. (2015). Mathematics achievement and self-efficacy: Relations with motivation for mathematics. International Journal of Educational Research, 72, 129–136. https://doi.org/10.1016/j.ijer.2015.06.008 DOI: https://doi.org/10.1016/j.ijer.2015.06.008
Skaalvik, E. M., & Skaalvik, S. (2007). Dimensions of Teacher Self-Efficacy and Relations With Strain Factors, Perceived Collective Teacher Efficacy, and Teacher Burnout. Journal of Educational Psychology, 99(3), 611–625. https://doi.org/10.1037/0022-0663.99.3.611 DOI: https://doi.org/10.1037/0022-0663.99.3.611
Täht, K., Mikkor, K., Aaviste, G., & Rozgonjuk, D. (2023). What motivates and demotivates Estonian mathematics teachers to continue teaching? The roles of self-efficacy, work satisfaction, and work experience. Journal of Mathematics Teacher Education. https://doi.org/10.1007/s10857-023-09587-2 DOI: https://doi.org/10.1007/s10857-023-09587-2
Thompson, A. G. (1992). Teachers’ beliefs and conceptions: A synthesis of the research. In Handbook of research on mathematics teaching and learning: A project of the National Council of Teachers of Mathematics. (pp. 127–146). Macmillan Publishing Co, Inc.
Tirri, K. (2014). The last 40 years in Finnish teacher education. Journal of Education for Teaching, 40(5), 600–609. https://doi.org/10.1080/02607476.2014.956545 DOI: https://doi.org/10.1080/02607476.2014.956545
Tschannen-Moran, M., & Hoy, A. W. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education, 17(7), 783–805. https://doi.org/10.1016/S0742-051X(01)00036-1 DOI: https://doi.org/10.1016/S0742-051X(01)00036-1
Voss, T., Kleickmann, T., Kunter, M., & Hachfeld, A. (2013). Mathematics Teachers’ Beliefs. In M. Kunter, J. Baumert, W. Blum, U. Klusmann, S. Krauss, & M. Neubrand (Eds.), Cognitive Activation in the Mathematics Classroom and Professional Competence of Teachers: Results from the COACTIV Project (pp. 249–271). Springer US. https://doi.org/10.1007/978-1-4614-5149-5_12 DOI: https://doi.org/10.1007/978-1-4614-5149-5_12
Wang, M.-T. (2012). Educational and career interests in math: A longitudinal examination of the links between classroom environment, motivational beliefs, and interests. Developmental Psychology, 48(6), 1643–1657. https://doi.org/10.1037/a0027247 DOI: https://doi.org/10.1037/a0027247
Watt, H. M. G., Shapka, J. D., Morris, Z. A., & Durik, A. M. (2012). Gendered motivational processes affecting high school mathematics participation, educational aspirations, and career plans: A comparison of samples from Australia, Canada, and the United States. Developmental Psychology, 48(6), 1594–1611. https://doi.org/10.1037/a0027838 DOI: https://doi.org/10.1037/a0027838
Wigfield, A., Eccles, J. S., Fredricks, J. A., Simpkins, S., Roeser, R. W., & Schiefele, U. (2015). Development of Achievement Motivation and Engagement. In Handbook of Child Psychology and Developmental Science (pp. 1–44). https://doi.org/10.1002/9781118963418.childpsy316 DOI: https://doi.org/10.1002/9781118963418.childpsy316
Williams, T., & Williams, K. (2010). Self-efficacy and performance in mathematics: Reciprocal determinism in 33 nations. Journal of Educational Psychology, 102(2), 453–466. https://doi.org/10.1037/a0017271 DOI: https://doi.org/10.1037/a0017271
Winkler, G. (2001). Reflection and theory: Conceptualising the gap between teaching experience and teacher expertise. Educational Action Research, 9(3), 437–449. https://doi.org/10.1080/09650790100200168 DOI: https://doi.org/10.1080/09650790100200168

Downloads
Additional Files
Published
How to Cite
Issue
Section
Categories
License
Copyright (c) 2025 Laura H. L. Niemi, Marja Holm, Eeva Haataja, Pia Ilomanni, Anu Laine

This work is licensed under a Creative Commons Attribution 4.0 International License.