Key Takeaways
- Implicit knowledge is the experience-based know-how people use automatically but find hard to put into words, like riding a bike or reading someone's mood.
- It is personal, context-specific, and learned by doing rather than by reading or being told.
- It overlaps heavily with tacit knowledge, a term coined by philosopher Michael Polanyi, who summarized it as "we know more than we can tell."
- In eLearning it is developed through practice, simulation, and reflection, not through memorizing facts.
- Its biggest challenge is transfer: much of it resists being written down, so it spreads best through hands-on experience and apprenticeship.
Implicit knowledge is the knowledge people gain through experience and use almost automatically, even though they may struggle to explain it. It is the know-how that builds up naturally from doing something over time, like riding a bike, driving smoothly around a bend, or sensing a friend's mood from their expression.
This kind of knowledge is closely related to tacit knowledge, a concept developed by the chemist and philosopher Michael Polanyi. His often-quoted phrase, "we know more than we can tell," captures the idea neatly.
Characteristics of Implicit Knowledge
Implicit knowledge is the kind of understanding that helps us act without conscious effort. It comes from doing things and being part of situations, not from being told step by step how to proceed.
A few traits set it apart:
- Personal. It belongs to each person's own practice and experience. A cook who prepares a meal without a recipe is drawing on senses and instincts built up over years.
- Context-specific. It is tied to particular tools, materials, and settings. An artisan who is expert with familiar tools may have to relearn much of the craft after switching to new ones.
- Hard to verbalize. Feelings, hunches, and subtle cues resist clear explanation. A musician who plays with emotion knows how to do it but may find the how difficult to describe.
- Action-oriented and efficient. It shows up in doing rather than talking. Performing surgery, calming a frightened child, or handling a fast motorcycle all rely on understanding gained through practice.
Recognizing implicit knowledge reminds us that real skill is more than knowing facts or operating tools. It also includes the automatic "just knowing how" that only experience produces.
Implicit Knowledge vs. Explicit Knowledge
Explicit knowledge is easy to write down, store, and share. Facts, procedures, formulas, and manuals all fall into this category, which is why it travels well through textbooks and documentation.
Implicit knowledge is the opposite in this respect. It lives in a person's habits and judgment, and much of it never gets written down. A recipe is explicit knowledge; the cook's sense of when a sauce is ready is implicit.
In practice the two work together. Learners absorb explicit information first, then convert it into implicit skill through repeated, hands-on practice. This mirrors the wider Knowledge vs. Skill distinction, where knowing something and being able to do it are related but not the same.
The Importance of Implicit Knowledge in eLearning
Because it is rooted in experience and intuition, implicit knowledge matters for learning that goes beyond memorizing facts. Online platforms that account for it can help learners build a more complete, usable understanding.
Fostering deep learning
Implicit knowledge is central to moving from surface learning to deep learning, where new information becomes part of how a learner thinks. Interactive case studies and simulations let learners apply concepts in realistic situations.
This helps internalize the material so learners can draw on it intuitively later, rather than recalling isolated facts.
Developing expertise
Expertise is defined not just by what someone knows but by how naturally they apply it. Methods like story-based learning and reflective practice help build an expert mindset.
These approaches encourage learners to connect new information to their own experience, which is how tacit understanding forms.
Enhancing adaptability and innovation
Learners who internalize implicit knowledge can apply their skills in unfamiliar situations with more flexibility and creativity. This benefits the individual and also supports organizational effectiveness.
Platforms that encourage exploration and applying knowledge across different contexts help develop these adaptable capabilities, which in turn improve an organization's ability to solve problems and respond to change.
Bridging theory and practice
One clear advantage of accounting for implicit knowledge is the link it creates between theory and practice. Virtual labs, simulations, and real-world projects let learners grasp abstract concepts and then use them.
This connects knowing (the theory) with doing (the skill), making learning more relevant and preparing learners for actual professional work.
Enriching personal judgment and intuition
Implicit knowledge supports the judgment and intuition that complex decisions demand. Learning environments that value it help produce professionals who are both well-informed and able to navigate the messy realities of their field.
Challenges in Capturing and Sharing Implicit Knowledge
Capturing and sharing implicit knowledge is difficult in any organization, and harder online where there is no face-to-face contact to pass on subtle skills.
Consider the centuries-old craft of making Japanese swords. Much of it is not about following steps but about feel: judging the metal's temperature by its color, or striking it with exactly the right force.
Master swordsmiths find it hard to describe the skills they have refined over decades. Even with detailed videos and lessons, parts of the craft can only be partly captured on screen.
This points to a real limit of digital instruction: it struggles to convey the "feel" of a skill. Online learning spreads information widely, yet the swordsmith example shows the gap between knowing about something and mastering it.
The task, then, is to find new ways to teach these unspoken skills. More immersive tools such as virtual reality (VR) and augmented reality can move online learning closer to the hands-on nature of an apprenticeship.
The struggle to share a craft online carries a clear lesson: real skill comes from experience, not information alone.
How to Capture and Transfer Implicit Knowledge
Implicit knowledge resists documentation, but organizations and educators can still surface and pass on a meaningful share of it. Common approaches include:
- Apprenticeship and mentoring, where less experienced people learn by working alongside experts.
- Storytelling and reflection, which help experts articulate the reasoning behind their decisions.
- Simulations and role-play, which recreate realistic conditions for practice without real-world risk.
- Communities of practice, where practitioners exchange tips, examples, and feedback over time.
- Observation and recording, using video and think-aloud narration to make hidden steps visible.
None of these fully convert implicit knowledge into explicit form, but together they narrow the gap between knowing and doing.
Frequently Asked Questions
What is an example of implicit knowledge?
Riding a bike is a classic example. You can balance, steer, and pedal without thinking about it, yet explaining exactly how you keep your balance in words is nearly impossible. Cooking without a recipe or reading someone's mood from their face are other everyday examples.
What is the difference between implicit and explicit knowledge?
Explicit knowledge can be easily written down and shared, such as facts, procedures, and manuals. Implicit knowledge lives in a person's habits and judgment and is hard to put into words, so it usually spreads through practice and experience rather than documentation.
Is implicit knowledge the same as tacit knowledge?
The terms are closely related and often used interchangeably. Tacit knowledge was defined by philosopher Michael Polanyi to describe knowing that cannot be fully expressed in words. Some writers use "implicit" for knowledge that could be articulated with effort and "tacit" for knowledge that essentially cannot.
Why is implicit knowledge hard to transfer?
Much of it consists of intuition, feel, and subtle cues that resist clear explanation. Because experts often cannot fully describe what they do, this knowledge transfers best through hands-on methods like apprenticeship, mentoring, and simulation rather than through text alone.
How can eLearning teach implicit knowledge?
By moving beyond facts toward experience. Interactive simulations, case studies, story-based learning, reflection, and immersive tools like VR and AR let learners practice in realistic conditions, which is how intuitive, experience-based skill develops.