Currently there is an attempt to combine subject-generic and subject-specific teaching frameworks to comprehensively capture teaching quality. This study explores the possibility of integrating two widely used and validated frameworks, the subject-generic Dynamic Model of Educational Effectiveness (DMEE) and the subject-specific Mathematical Quality of Instruction (MQI). Toward this end, we drew on data from 38 upper-grade primary school teachers, each observed in six mathematics lessons, which were coded using both frameworks. Data were analyzed using the Extended Logistic model of Rasch to explore whether a common scale of teaching quality with good psychometric properties could be developed. Saltus was then utilized to investigate the possibility of forming levels of effective teaching in mathematics. A common scale encompassing both subject-generic and subject-specific teaching aspects, which had good psychometric properties, was developed. The subject-generic and subject-specific teaching aspects of these frameworks were clustered in five distinct levels. With the exception of the top level that included only subject-generic aspects, all other levels included teaching aspects from both frameworks, thus providing support to the assumption that it is possible to develop levels of effective teaching that combine related subject-generic and subject-specific aspects. In discussing the study findings, we consider their implications for developing an integrated framework of teaching quality and for developing professional development programs that combine subject-generic and subject-specific teaching aspects.