2.3.9 Forms of Knowledge and Knowledge Tables

by Duncan Quarless (Chemistry, SUNY College at Old Westbury)

The definition of knowledge from a Process Education perspective includes both breadth and depth. Breadth is indicated by five forms of knowledge: concepts, processes, tools, contexts, and taxonomy. Depth is indicated by levels of knowledge use as represented by Bloom’s taxonomy. The five forms of knowledge are the components of a “knowledge table” that can be assembled around any complex knowledge focus or application. The principles for constructing such a table are presented and exemplified to show the flexibility that emerges from this systematic approach to the analysis of knowledge.
 

Knowledge Forms

Donald (2002) proposes that knowledge occurs in two stages: an initial declarative (information) stage and a subsequent procedural (application) stage. There is, however, a growing body of evidence that suggests that there are both declarative and procedural stages in all of the forms of knowledge that ultimately facilitate knowledge construction. Krumsieg and Baehr (2000) argue that learner growth is exhibited in a movement between forms, and that this movement creates some subjectivity (variance) in the classification of knowledge forms. Forman’s (2000) discussion of knowledge-building communities provides strong insights about the social dimensions of the forms and how these social aspects impact the interpretative flexibility between the forms (see the section “Principles for Constructing a Knowledge Table” later in this module). The five basic forms of knowledge are defined and illustrated in Table 1. Also included is a sixth form, rule knowledge. Rule knowledge is perhaps the most trivial but it is included for completeness. All knowledge can be classified as being one of these forms.

Knowledge Construction and the Knowledge Table

Knowledge is dynamic and flexible if the learning process produces growth in the level of knowing (2.2.1 Bloom’s Taxonomy—Expanding its Meaning). Additionally, the five forms of knowledge span the four learning skill domains: cognitive, social, affective, and psychomotor. The implication is that any knowledge table represents substantial complexity even if it is constructed for beginning learners.

Process Education uses a learner-oriented philosophy of education in which construction of knowledge requires the implementation of learning principles (2.1.1 Overview of Learning Theory) as guided by the Learning Process Methodology (2.3.8 Learning Process Methodology). Piaget and other developmental psychologists have recognized that learners must actively develop knowledge within the framework of their cognitive organizational schemes (Liben, 1983), a perspective consistent with Process Education principles. A knowledge table (sometimes referred to as a “knowledge map”) is a tool that guides the process of analyzing specific cognitive schemes or frameworks within any particular area of knowledge.

Fisher, Wandersee, & Wideman (2000) illustrate why knowledge tables are an important and useful tool in a learner-centered pedagogy. They enable educators to identify aspects of knowledge that are externally valid, e.g., facts, theories, models, and also aspects that are unique because of context and way of being. Knowledge mapping produces several significant consequences that include promoting active learning, facilitating conceptual change, and interconnecting and deepening understanding. All of these are important for elevating learner knowledge (2.2.2 Elevating Knowledge from Level 1 to Level 3). Use of the LPM is facilitated or enhanced if a knowledge table is used to present the five forms of knowledge that are relevant to a particular area of knowledge being learned (Krumsieg & Baehr, 2000). Without the knowledge table, it is easy for learners to set learning objectives with only one dimension, e.g., to memorize conceptual facts for a test.

Educators need to be aware of several practical limitations in the way that knowledge tables have sometimes been constructed and applied

1. If there is excessive ambiguity in the distinctions among the five forms of knowledge within a map, e.g., by overlapping concepts with processes, learning activities may also lack appropriate focus.

2. If the descriptions and details used to represent the five forms of knowledge within a knowledge map are disjointed, e.g., lacking in integration or parallelism, multiple problems in learning and assessing performance are likely.

3. If there is not enough detailing or complexity in how the forms in the map are represented, learners may not fully recognize relevant exemplars or models, and educators may find it difficult to provide clear assessments (Fisher, 2000).

4. If educators falsely assume a difference between knowledge maps and knowledge tables, they may create ambiguity in their understanding that impedes curriculum design. It is argued that the term “knowledge table” is more intuitively relevant for practical pedagogical concerns.

Constructing a Knowledge Table

The various knowledge forms move from the basic, declarative kinds of knowledge to procedural or application (skill) types. The methodology for facilitating the elevation of knowledge along this continuum is treated in 2.2.2 Elevating Knowledge from Level 1 to Level 3. Table 2 contains a knowledge table related to home remodeling in which the five forms of knowledge are described for each knowledge level from “Information” to “Research.”

The knowledge table is best thought of as the systematic framework that interlocks the forms. In the example presented in Table 2, it should be recognized that the forms generally interconnect. What may not be as clear is the fact that a particular learner may not demonstrate full integration of these interconnections. For example, an apprentice carpenter might be able to measure and saw straight cuts under supervision but not have an adequate understanding of building plans to make his or her own determinations of how to make the cuts. The apprentice’s process is at a low level of application, and the conceptual understanding is only at the information level. The plan exists and has certain features that the apprentice is aware of, but it does not yet serve as a guide for steps in the building process.

Principles for Constructing a Knowledge Table

  1. Planning and Preparation. It is important that particular learning outcomes and behaviors be incorporated in the planning. What variations in levels of knowledge must be assessed? How must the assessments address variations in forms of knowledge? What are the targeted behaviors and outcomes for a good performance?

  2. Context and Way of Being. The knowledge-building community establishes the predominant elements of the learning environment that are relevant to the “culture” of each particular discipline. It is important to be mindful of these elements as they impact the forms. For example, argumentation may be a context for dealing with a concept in one knowledge-building community, while consensus building may be a context in another learning community. Consequently, the way of being associated with knowledge-building in each of these communities will likely be different as well.

  3. Strengthening the Existing Knowledge Base. The process of constructing the table should activate and strengthen the learner’s prior knowledge base. The learner(s) should be encouraged (motivated) to explore their existing knowledge. This is done in light of the steps that follow.

Table 1  Types of Knowledge and Examples

Knowledge Form

Definition

Examples

Concept

an idea that connects a set of relationships; a generalized idea about something or a classification label such as process methodologies

chemistry – the mole

Process

a sequence of steps, events, or activities that results in a change or that produces something over a period of time

using chemical equations to interconvert and predict masses, moles and number of particles

Tool

any device, implement, instrument, or utensil that serves as a resource to accomplish a task

chemical equation

Contexts

the whole situation, background, or conditions relevant to the process

atomic theory (laws of conservation of mass-energy, definite composition, multiple proportion, classification of matter, use of various representations, e.g., chemical formulas, structural formulas, empirical formulas, molecular formulas)

Way of Being

the set of behaviors, actions, and language associated with a particular discipline or knowledge area; a culture

specificity in the use of language; use of representations; application of skills, e.g., visualizing, problem-solving; validating solutions

Rule

memorized fact or set of facts that govern performance in a knowledge area; may be thought of as a convention that is required within the knowledge construction

the units that are reported as part of the solution when unspecified in the question. In chemistry, bond length would be an illustration, specified typically either in angstroms (e.g., in the U.S.) or picometers (e.g., in Europe)

Additional examples: driving on the left side of the street in European countries; hand signaling with European cars which have steering wheels on the right side; spelling certain words with the addition of a “u”, e.g., valor – valour

 
  1. Critical Thinking Questions. It is important to determine and detail the key questions related to the various knowledge forms. In the example above on home remodeling, the idea becomes somewhat different if the house is Victorian rather than ranch style. What differences in processes and tools would be required if the remodeling construction plan were to be prepared for an older house that does not meet current code requirements? Can a relatively inexperienced but well-trained carpenter handle the new requirements? How will the electrical and plumbing requirements be different? How will costs be affected? Will the design be suitable if the owner is physically disabled?

  2. Classification Variance. It is important to recognize the flexibility and relationship between forms. In the home remodeling illustration, the Victorian style can also be classified as a context, since it also describes conditions that are relevant to the construction. Similarly, the building materials can be classified either as tools (instruments used to accomplish the construction) or context (part of the relevant conditions for the construction).

  3. Facilitating Both Content and Process Development. It is important to emphasize both the learning process and learning outcome(s) during the construction of the table. The framing of such an exercise should involve a mindful process to perform the task. That is, both the means and the end are important. This can be done by establishing learning outcome and learning process criteria for the performance.

  4. Guidelines for Classifying Forms of Knowledge. Table 3 provides a matrix of guidelines for deciding what form of knowledge one is working with. The classification of knowledge forms involves a series of judgments that must remain consistent with the learning purpose and outcomes. In the example of “home remodeling” (Table 2), each column represents varying levels of complexity of that form. The information in Table 3 includes criteria and standards to support assessment of classification accuracy.

  5. Classification Example. Consider the electrical components of a house. The plan of the electrical grid is conceptual. An electrician must perform many processes and use many tools to carry out the plan. Knowledge forms feedback in a sense because the plan is a “tool” for the electrician as well as a conceptual representation of an electrical layout. Each type of building plan involves context variations and home owners make many decisions to fit their personal needs and preferences.

Concluding Thoughts

This module presents the theory of forms of knowledge and relates these forms to Bloom’s levels of knowledge. Creation of a complete knowledge table is a powerful technique for analyzing all aspects of knowledge related to a specific learning goal and relevant performance criteria. The forms are “linked” to each other in real practice, but assessment of performance will be enhanced if a fully worked out knowledge table is developed. An extended example is worked out in Table 2 and several principles are provided that help in building such tables. Table 3 provides criteria for differentiating and accurately classifying forms with a knowledge table. Using knowledge tables will enhance the design of curriculum and improve the ability to provide effective performance assessment.

References

Donald, J. G. (2002). Learning to think: Disciplinary perspectives. San Francisco: Jossey-Bass.

Fisher, K. M., Wandersee, J. H., & Wideman, G. (American Association for the Advancement of Science, Annual Meeting). (2000). Enhancing cognitive skills for meaningful understanding of domain specific knowledge. Washington, DC.

Forman, E. A. (2000). Knowledge building in discourse communities. Human Development, 43, 364-368.

Krumsieg, K., & Baehr, M. (2000). Foundations of learning. Lisle, IL: Pacific Crest.

Liben, L. S. (Ed.). (1983). Piaget and the foundations of knowledge. Mahwah, NJ: Lawrence Erlbaum.

 

Table 2  Constructing Levels of Knowledge

Knowledge Levels for “Remodeling”

Concepts

Processes

Tools

Contexts

Way of Being

Information

facts, definitions, number codes on materials to be used

able to identify steps in the plan

safety rules, list of materials

description of the lot where the home will be built

personal preferences about home features

Conceptual Understanding

model, plan, or blueprint for the house

able to analyze one’s own work or builder’s work based on the plan

use city permit standards to analyze the construction plan

features of the site that will require adaptations to the plan

understanding reasons for recommended adaptations

Application

match a model to the work in progress

able to follow the plan step-by-step, imitate an expert builder

use appropriate tools and measures while building

use an adapted plan to build a specific house

open to required adaptations

Working
Expertise

match of model to construction codes

efficiently integrate all elements and make adaptations during construction

create “jigs” or unusual solutions to solve unexpected problems

able to adapt the plan in ways that make it easy to use in varied sites

collaboration with the builder to achieve maximum outcomes

Research

propose construction models for varied climates

test new procedures or products for general improvement of home construction

use testing devices related to new home building methods

develop principles for adapting construction plans to varied sites

long-term self-assessment of ability to collaborate in varied projects

 

Table 3  Criteria for Classifying Forms of Knowledge

Concepts

Processes

Tools

Contexts

Way of Being

Examples

ideas, definitions synthesis, model;  set of relationships

sequence of activities; producing or changing something; can continue to improve quality

method; instrument; reach a level of skill usage

conditional, will change; environmental; grows with experience

set of values; culture/beliefs; growing appreciation over time

Distinctions to Make

thinking you know versus knowing you know

actual performance; not just understanding what to do

selection/use of tool; not just concept of tool or of its use

adaptation to varied conditions; not a change in basic processes

preferences, tacit assumptions; not concepts or processes

Criteria

representational; abstract

active; continuous

instrumental; increases quality

type of environment; change in conditions

clarity of interests, values, feelings, thoughts

Standards

relevant to the area of knowledge

defines actions done to reach a goal

enhances process and outcome

used as basis to redefine other forms for best fit

able to articulate how personal factors influence knowledge