Misryoum explores a learning typology that rethinks classroom learning beyond performance, focusing on how understanding develops in the mind.
Learning is not just what students can demonstrate afterward, and a new typology argues that classroom practice often misses the deeper question: what exactly is happening in learners’ minds while understanding takes shape.
Misryoum presents a seven-part framework that shifts attention away from learning defined mainly as performance or the acquisition of knowledge.. Instead. it focuses on learning as a complex process influenced by experience. neuroscience-informed complexity. and the learner’s own internal activity during an educational moment.
The typology groups learning into approaches that range from deep, adaptive change to more automatic conditioning.. “Autopoietic and adaptive” learning. for example. is described as deep learning where people make new connections. reassess assumptions. and test hypotheses in the face of complexity.. In this view. learning is not only about storing information but also about reorganizing how learners see the world. often driven by reflection and feedback loops.
This matters for schools because it suggests that designing lessons around how people understand may be more effective than simply designing them around expected outcomes.. When educators align learning experiences with the way learners actually process change, motivation, persistence, and insight can follow more naturally.
Another category, “shifts in cognitive schema,” describes learning that targets beliefs, values, and attitudes.. Misryoum’s framing emphasizes that such changes can be hard to move and often require emotionally charged experience or strong involvement. leading learners to adopt new behaviors afterward.. The typology also highlights “capability development. ” where learners apply competencies across varied contexts. learn through mentoring or observation. and build confidence that becomes more general over time.
Beyond these higher-order forms, the framework also includes learning that can be internalized without conscious awareness.. “Tacit learning” focuses on how expertise allows skilled work without overt thought. while “competence” centers on building knowledge and skills through formal education as well as informal paths.. The typology then turns to more automatic processes such as “operant conditioning. ” where behavior is shaped by rewards and recognition. and “signal learning. ” linked to classical conditioning and learned associations.
In practice. Misryoum’s takeaway is that these learning types imply different design choices: some experiences may be built for experimentation and reflection. others for repeated practice and reinforcement. and still others for experiences that challenge long-held assumptions.. The typology is framed as a guide for thinking rather than a strict classification system. emphasizing that multiple learning processes can matter in the same classroom.
Ultimately, this approach encourages educators and policymakers to treat learning as more than exam readiness or measurable performance.. If schools can better recognize the variety of ways understanding develops. they may design learning environments that support both growth and the kinds of change students need to adapt in real life.