The Relationship Between Knowing and Knowledge in Educational Contexts

What does it really mean to know something? And is knowing the same as having knowledge? These two questions sit at the very heart of educational philosophy – and the distinction between them matters far more in a classroom than most of us realize. When a student recites the water cycle from memory, have they truly come to know it, or have they simply stored a collection of words? The gap between these two states – knowing as an active process and knowledge as its product – has occupied philosophers, researchers, and educators for centuries. Understanding this gap is key to rethinking how we teach and what we expect from learners.

Knowing vs. knowledge: two different things
The knower and the known
Knowledge as both process and product
What epistemology tells us about learning
Empiricism
Rationalism
Constructivism
The memorization vs. knowledge production problem
The validation of knowledge: who decides what counts?
Implications for teaching practice

Knowing vs. knowledge: two different things

At first glance, knowing and knowledge seem interchangeable. But they are not. Knowing is a verb – it is active, ongoing, and personal. It describes the process through which a person engages with, interprets, and internalizes the world. Knowledge, on the other hand, is a noun – it is the accumulated, validated product of that process. As the Internet Encyclopedia of Philosophy explains, epistemology – the philosophical study of knowledge – investigates not just what knowledge is, but also how it is created, how it is justified, and what its limits are.

Consider the difference between a student who has read about gravity and one who has dropped objects from different heights and reasoned about why they fall at the same rate. Both may be able to state Newton’s law. But only the second student has genuinely known it through direct engagement. The first has received knowledge; the second has constructed it. That construction process – the act of knowing – is what transforms information into understanding.

The knower and the known

Central to this discussion is the relationship between the knower (the person seeking to understand) and the known (the object, concept, or phenomenon being understood). Epistemology examines the relationship between the knower as subject and the known as object, asking how the two interact and what that interaction produces. This is not a passive encounter. The knower brings their prior experiences, cultural background, language, and cognitive frameworks to every act of knowing – and these shape what they come to understand.

This is why two students in the same classroom, reading the same textbook, can walk away with very different understandings of the same topic. Their individual histories as knowers – their prior knowledge, their contexts, their questions – actively shape the knowledge they construct. The knower’s culture, upbringing, and perspective all influence how and what they come to know. Knowledge, in this sense, is never entirely neutral or context-free. It always bears the imprint of the knower who produced it.

Knowledge as both process and product

One of the most important insights from epistemology is that knowledge has a dual nature: it is simultaneously a process and a product. As a product, knowledge appears in textbooks, curricula, and research papers – a fixed body of verified information available for study. But as a process, knowledge is always being produced, revised, and negotiated. A scientific theory that was accepted as fact a century ago may have since been revised or overturned. Historical accounts are reinterpreted as new evidence emerges. This ongoing process of revision is not a weakness of knowledge – it is precisely how knowledge grows.

In educational settings, this dual nature is often overlooked. Curricula tend to present knowledge as finished and fixed – a body of facts to be transmitted from teacher to student. But this framing obscures the dynamic, evolving processes through which that knowledge came to be. Our epistemological position has direct practical consequences for how we teach – and treating knowledge as static rather than dynamic leads to pedagogical approaches that prioritize delivery over discovery.

What epistemology tells us about learning

Epistemology is a branch of philosophy concerned with the nature and justification of knowledge – and its insights have direct implications for how classrooms are organized, what counts as learning, and how we assess understanding. Over time, several major epistemological traditions have shaped educational practice.

Empiricism

Empiricism holds that knowledge originates from sensory experience and observation. In educational terms, it supports hands-on, experiential learning – laboratory work, field studies, direct observation. The idea is that students come to know through their senses: by seeing, touching, experimenting. Empiricism supports hands-on teaching methods and practical experimentation in the classroom.

Rationalism

Rationalism takes a different view, arguing that reason and logic – not sensory experience – are the primary sources of genuine knowledge. From this perspective, structured reasoning, deduction, and mathematical thinking are central to learning. Rationalism posits that reason and logic are the primary sources of knowledge, independent of sensory experience. In practice, rationalist-influenced teaching prioritizes systematic problem-solving and logical analysis.

Constructivism

Constructivism is arguably the most influential framework in contemporary education. Developed through the work of Jean Piaget and later Lev Vygotsky, it proposes that learners do not simply receive knowledge – they actively build it. Constructivists like Piaget and Vygotsky suggest that individuals build knowledge through their experiences and interactions with the world, with social and cultural contexts shaping how knowledge is constructed and validated.

Vygotsky took this further by situating the development of higher mental functions – memory, perception, reasoning – within social relationships. Vygotsky saw the development of intellect as inextricably connected to our social being. For both thinkers, knowing is never purely individual – it is deeply social, cultural, and contextual. This has profound implications: it means that a classroom is not just a venue for information transfer, but a community in which knowledge is collectively constructed.

Research supports this constructivist view. Educational approaches inspired by traditional empiricist epistemology insufficiently foster the deep conceptual understanding and higher-order thinking skills required for genuine knowledge work, while constructivist epistemologies provide better guidance for promoting research and reasoning skills.

The memorization vs. knowledge production problem

Perhaps the most consequential epistemological tension in education today is the one between memorization and knowledge production. Memorization – storing information for later recall – has its place. But when it becomes the primary mode of learning, it creates a deep problem: students end up holding knowledge without truly knowing it.

Rote learning results in good retention test performance but poor transfer test performance – meaning students who memorize can reproduce information on an exam but struggle to apply it in new contexts. This is the hallmark of surface learning. Deep learning involves higher-level, active cognitive processing, as opposed to surface learning where students rely on simple memorization or rote repetition.

The philosopher John Dewey made this point compellingly. For Dewey, knowledge is not a static entity to be discovered and accumulated – it develops through experience and problem-solving, deeply tied to human activity and social contexts. Constructivism, developed through Piaget’s work and expanded by Vygotsky, suggests learners actively build knowledge through interaction with their environment and social context – a vision entirely at odds with passive memorization.

That said, the picture is not entirely black and white. The question for teachers is not whether students should memorise, but what they should memorise and how memorised knowledge is subsequently used. A student who has internalized key facts, formulas, or vocabulary – and who is then guided to connect and apply that knowledge – is in a much stronger position than a student who has neither memorized nor understood. Memorization becomes problematic only when it substitutes for understanding rather than supporting it.

The validation of knowledge: who decides what counts?

Beyond the process of knowing, epistemology raises an equally important question: how is knowledge validated? Who or what determines that a belief qualifies as genuine knowledge rather than mere opinion? Traditionally, this involves three conditions – the belief must be held, it must be true, and it must be justified. But justification itself is socially and institutionally shaped.

In educational settings, this validation process is embedded in curriculum design, textbook selection, examination systems, and what teachers choose to emphasize. Assessment regimes can reflect a holistic epistemology in which how one comes to know is as important as what one comes to know – but many current systems still prioritize factual recall over the quality of the knowing process. When exams reward students primarily for reproducing correct answers, they implicitly endorse a view of knowledge as a fixed stock of facts rather than a dynamic, constructed understanding.

Students’ perceptions of instructional practices are interpreted through the lens of their epistemological assumptions, and instructors can influence these evolving perspectives in multiple ways. This means teachers carry real responsibility in shaping not just what students know, but how they relate to knowledge itself – whether they see themselves as passive recipients or active producers.

Implications for teaching practice

What does all of this mean for the classroom? First, it means that teachers need to think carefully about what kind of knowing they are fostering. Asking students to recall facts tests memory; asking them to explain, apply, compare, or evaluate tests understanding. Understanding major epistemological theories provides teachers with a strong foundation for making informed pedagogical decisions – including how to structure lessons, design assessments, and select content.

Second, it calls for a view of students as active knowers – not empty vessels waiting to be filled. An important part of education is aimed at developing students’ understanding of the criteria and values that underpin knowledge in a given discipline – not just their familiarity with its content. Students who understand how knowledge is made in a field – how scientists reason, how historians evaluate evidence, how mathematicians construct proofs – are far better equipped to engage with that field meaningfully.

Third, it highlights the importance of questioning and dialogue. The dynamic relationship between knowers and the community they belong to, and the dialogue between different perspectives, is often at the heart of the creation of new knowledge. Classrooms that make space for genuine questioning, disagreement, and collaborative sense-making are classrooms where real knowing – not just knowledge reception – can take place.

Finally, teachers themselves are knowers, and their own epistemological assumptions shape every decision they make. Teachers adopting a constructivist learning theory do not necessarily embrace a constructivist epistemology – meaning it is possible to use active learning strategies while still treating knowledge as fixed and authoritative. Genuine epistemological awareness means reflecting on both the methods and the assumptions behind them.

What do you think? If knowledge is both a process and a product, how should this shape the way we design assessments – should examinations test what students know, or how they came to know it? And in your own experience as a learner or teacher, where have you seen the gap between memorization and genuine understanding show up most clearly?

References

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Table of Contents

Knowing vs. knowledge: two different things 🔗

The knower and the known 🔗

Knowledge as both process and product 🔗

What epistemology tells us about learning 🔗

Empiricism 🔗

Rationalism 🔗

Constructivism 🔗

The memorization vs. knowledge production problem 🔗

The validation of knowledge: who decides what counts? 🔗

Implications for teaching practice 🔗