Metacognitive Knowledge on Mathematics – Development and Relation to Mathematics Achievement in Secondary School

Das Wissen über kognitive Prozesse oder metakognitives Wissen ist seit den 1970er-Jahren Gegenstand der entwicklungspsychologischen Forschung. Im Inhaltsbereich der mathematischen Informationsverarbeitung ist das Konstrukt jedoch – trotz elaborierter theoretischer Modelle über Struktur und Inhalt – empirisch nach wie vor weitgehend unerschlossen. Die vorliegende Studie schließt diese Lücke, indem sie die Entwicklung des mathematischen metakognitiven Wissens im Längsschnitt untersucht. Dazu wurde nicht nur der Entwicklungsverlauf beschrieben, sondern auch nach den Quellen für die beobachteten individuellen Unterschiede in der Entwicklung gesucht. Auch die aus pädagogischen Gesichtspunkten interessanten Zusammenhänge zwischen der metakognitiven Wissensentwicklung und der parallel dazu verlaufenden Entwicklung der mathematischen Kompetenzen wurden analysiert.Knowledge about cognition or metacognitive knowledge has been a subject of interest in developmental psychology since the 1970s. The main focus has been on the development and impact of metacognitive knowledge on memory development during preschool and primary school. Despite elaborated theoretical models of structure and content, there is hardly any empirical research on metacognitive knowledge on mathematical information processing. This study investigated systematically the development of mathematical metacognitive knowledge in secondary school, the impact of individual determinants on developmental differences and the relation among the developmental processes in metacognitive knowledge and in mathematical achievement. The analyses were based on data of four measurement points of a larger longitudinal study. The observed time period spanned Grades 5 and 6. The sample included 928 students in the three main tracks of the German secondary educational system (academic, intermediate and vocational track). The instruments used to assess developmental changes in mathematical metacognitive knowledge and mathematics achievement were constructed according to the item response theory. In order to consider the developmental progress of the sample, instruments were consecutively adapted by vertical linking. Additionally, cognitive (intelligence and working memory capacity), motivational (mathematical interest and self-concept) and socioeconomic (socioeconomic status of family) traits were assessed. Reading competency was controlled as method factor. Developmental differences and changes in metacognitive knowledge were analyzed by latent growth curve models. The sample showed a continuous growth in metacognitive knowledge. The developmental progress, however did not proceed linearly, but decelerated during the course of Grade 6. Cognitive and socioeconomic traits predicted developmental differences and changes in metacognitive knowledge. Motivational traits, though, had no impact on the developmental process. Gender differences showed up as differential gains in favor of female students. Right at the first measurement point, effects of school tracking were significant. Over the observed period, students of the academic and the vocational track achieved a stronger growth in metacognitive knowledge than students in the intermediate track. Explorative mixture distribution modeling resulted in three latent classes of developmental change. The class allocation was predicted by school track, cognitive and socioeconomic traits. The developmental processes of mathematical metacognitive knowledge and mathematics achievement were bidirectionally related. Developmental differences in both grouping variables, gender and school track, as well as correlational relations between the observed developmental processes remained significant under control for students´ cognitive, motivational and socioeconomic traits. These findings essentially confirm the constructivist assumption of metacognitive knowledge development as postulated in memory research. Additionally, the investigation of mathematical metacognitive knowledge in secondary school widens substantially the traditional focus of research. The instrument to assess metacognitive knowledge which was constructed as part of this study allows future research in the field of metacognitive development