Tuesday, 13 May 2014

Bloom's taxonomy

  
Bloom's taxonomy 
In 1956, Benjamin Bloom with collaborators Max Englehart, Edward Furst, Walter Hill, and David Krathwohl published a framework for categorizing educational goals: Taxonomy of Educational Objectives. Familiarly known as Bloom’s Taxonomy, this framework has been applied by generations of K-12 teachers and college instructors in their teaching.
The framework elaborated by Bloom and his collaborators consisted of six major categories: Knowledge, Comprehension, Application, Analysis, Synthesis, and Evaluation. The categories after Knowledge were presented as “skills and abilities,” with the understanding that knowledge was the necessary precondition for putting these skills and abilities into practice.
Bloom's taxonomy is a classification of learning objectives within education. It is named for Benjamin Bloom, who chaired the committee of educators that devised the taxonomy, and who also edited the first volume of the standard text, Taxonomy of Educational Objectives: The Classification of Educational Goals.
Bloom's taxonomy refers to a classification of the different objectives that educators set for students (learning objectives). It divides educational objectives into three "domains": cognitive, affective, and psychomotor (sometimes loosely described as "knowing/head", "feeling/heart" and "doing/hands" respectively). Within the domains, learning at the higher levels is dependent on having attained prerequisite knowledge and skills at lower levels. A goal of Bloom's taxonomy is to motivate educators to focus on all three domains.
There are three taxonomies. Which of the three to use for a given measurable student outcome depends upon the original goal to which the measurable student outcome is connected. There are knowledge-based goals, skills-based goals, and affective goals (affective: values, attitudes, and interests); accordingly, there is a taxonomy for each. Within each taxonomy, levels of expertise are listed in order of increasing complexity. Measurable student outcomes that require the higher levels of expertise will require more sophisticated classroom assessment techniques.
When developing instructional objectives, providing instruction, and evaluating student performance, it is important to keep in mind that there are different levels or outcomes of learning. Distinguishing among different levels and outcomes of learning is important. If teachers are unaware of different levels of learning, they are likely to focus on one level to the detriment of others. For example, a teacher may teach a vast amount of factual information but never get around to teaching students to apply and synthesize this information. Or a teacher may teach higher level thinking skills without realizing that these skills require the prior learning of basic skills that must be integrated into these higher order skills.
Bloom's Taxonomy of Educational Objectives
Cognitive Domain
 1. Knowledge (Remembering previously learned material)
Educational Psychology: Give the definition of punishment.
Mathematics: State the formula for the area of a circle.
English / Language Arts: Recite a poem.
2. Comprehension (Grasping the meaning of material) 
Educational Psychology: Paraphrase in your own words the definition of punishment; answer questions about the meaning of punishment.
Mathematics: Given the mathematical formula for the area of a circle, paraphrase it using your own words.
English / Language Arts: Explain what a poem means.
 3. Application (Using information in concrete situations)
Educational Psychology: Given an anecdote describing a teaching situation, identify examples of punishment.
Mathematics: Compute the area of actual circles.
English / Language Arts: Identify examples of metaphors in a poem.
4. Analysis (Breaking down material into parts)
Educational Psychology: Given an anecdote describing a teaching situation, identify the psychological strategies intentionally or accidentally employed.
Mathematics: Given a math word problem, determine the strategies that would be necessary to solve it.
English / Language Arts: Given a poem, identify the specific poetic strategies employed in it.
5. Synthesis (Putting parts together into a whole)
Educational Psychology: Apply the strategies learned in educational psychology in an organized manner to solve an educational problem.
Mathematics: Apply and integrate several different strategies to solve a mathematical problem.
English / Language Arts: Write an essay or a poem. 
6. Evaluation (Judging the value of a product for a given purpose, using definite criteria)
Educational Psychology: Observe another teacher (or yourself) and determine the quality of the teaching performance in terms of the teacher's appropriate application of principles of educational psychology.
Mathematics: When you have finished solving a problem (or when a peer has done so) determine the degree to which that problem was solved as efficiently as possible.
English / Language Arts: Analyze your own or a peer's essay in terms of the principles of composition discussed during the semester.
Knowledge (recalling information) represents the lowest level in Bloom's taxonomy. It is "low" only in the sense that it comes first - it provides the basis for all "higher" cognitive activity. Only after a learner is able to recall information is it possible to move on to comprehension(giving meaning to information). The third level is application, which refers to using knowledge or principles in new or real-life situations. The learner at this level solves practical problems by applying information comprehended at the previous level. The fourth level is analysis - breaking down complex information into simpler parts. The simpler parts, of course, were learned at earlier levels of the taxonomy. The fifth level, synthesis, consists of creating something that did not exist before by integrating information that had been learned at lower levels of the hierarchy. Evaluation is the highest level of Bloom's hierarchy. It consists of making judgments based on previous levels of learning to compare a product of some kind against a designated standard.

Table 1: Bloom's Taxonomy of Educational Objectives for Knowledge-Based Goals
1. Knowledge
Recall, or recognition of terms, ideas, procedure, theories, etc.
When is the first day of Spring?
2. Comprehension
Translate, interpret, extrapolate, but not see full implications or transfer to other situations, closer to literal translation.
What does the summer solstice represent?
3. Application
Apply abstractions, general principles, or methods to specific concrete situations.
What would Earth's seasons be like if its orbit was perfectly circular?
4. Analysis
Separation of a complex idea into its constituent parts and an understanding of organization and relationship between the parts. Includes realizing the distinction between hypothesis and fact as well as between relevant and extraneous variables.
Why are seasons reversed in the southern hemisphere?
5. Synthesis
Creative, mental construction of ideas and concepts from multiple sources to form complex ideas into a new, integrated, and meaningful pattern subject to given constraints.
If the longest day of the year is in June, why is the northern hemisphere hottest in August?
6. Evaluation
To make a judgment of ideas or methods using external evidence or self-selected criteria substantiated by observations or informed rationalizations.
What would be the important variables for predicting seasons on a newly discovered planet?


Table 2: Bloom's Taxonomy of Educational Objectives for Skills-Based Goals
Level of Expertise
Description of Level
Example of Measurable
Student Outcome
Perception
Uses sensory cues to guide actions
Some of the colored samples you see will need dilution before you take their spectra. Using only observation, how will you decide which solutions might need to be diluted?
Set
Demonstrates a readiness to take action to perform the task or objective
Describe how you would go about taking the absorbance spectra of a sample of pigments?
Guided Response
Knows steps required to complete the task or objective
Determine the density of a group of sample metals with regular and irregular shapes.
Mechanism
Performs task or objective in a somewhat confident, proficient, and habitual manner
Using the procedure described below, determine the quantity of copper in your unknown ore. Report its mean value and standard deviation.
Complex Overt Response
Performs task or objective in a confident, proficient, and habitual manner
Use titration to determine the Ka for an unknown weak acid.
Adaptation
Performs task or objective as above, but can also modify actions to account for new or problematic situations
You are performing titrations on a series of unknown acids and find a variety of problems with the resulting curves, e.g., only 3.0 ml of base is required for one acid while 75.0 ml is required in another. What can you do to get valid data for all the unknown acids?
Organization
Creates new tasks or objectives incorporating learned ones
Recall your plating and etching experiences with an aluminum substrate. Choose a different metal substrate and design a process to plate, mask, and etch so that a pattern of 4 different metals is created.


Table 3: Bloom's Taxonomy of Educational Objectives for Affective Goals
Level of Expertise
Description of Level
Example of Measurable
Student Outcome
Receiving
Demonstrates a willingness to participate in the activity
When I'm in class I am attentive to the instructor, take notes, etc. I do not read the newspaper instead.
Responding
Shows interest in the objects, phenomena, or activity by seeking it out or pursuing it for pleasure
I complete my homework and participate in class discussions.
Valuing
Internalizes an appreciation for (values) the objectives, phenomena, or activity
I seek out information in popular media related to my class.
Organization
Begins to compare different values, and resolves conflicts between them to form an internally consistent system of values
Some of the ideas I've learned in my class differ from my previous beliefs. How do I resolve this?
Characterization by a Value or Value Complex
Adopts a long-term value system that is "pervasive, consistent, and predictable"
I've decided to take my family on a vacation to visit some of the places I learned about in my class.
To determine the level of expertise required for each measurable student outcome, first decide which of these three broad categories (knowledge-based, skills-based, and affective) the corresponding course goal belongs to. Then, using the appropriate Bloom's Taxonomy, look over the descriptions of the various levels of expertise. Determine which description most closely matches that measurable student outcome. As can be seen from the examples given in the three Tables, there are different ways of representing measurable student outcomes, e.g., as statements about students (Figure 2), as questions to be asked of students (Tables 1 and 2), or as statements from the student's perspective (Table 3). You may find additional ways of representing measurable student outcomes; those listed in Figure 2 and in Tables 1-3 are just examples.
Bloom's Taxonomy is a convenient way to describe the degree to which we want our students to understand and use concepts, to demonstrate particular skills, and to have their values, attitudes, and interests affected. It is critical that we determine the levels of student expertise that we are expecting our students to achieve because this will determine which classroom assessment techniques are most appropriate for the course. Though the most common form of classroom assessment used in introductory college courses--multiple choice tests--might be quite adequate for assessing knowledge and comprehension (levels 1 and 2, Table 1), this type of assessment often falls short when we want to assess our students knowledge at the higher levels of synthesis and evaluation (levels 5 and 6).4
Multiple-choice tests also rarely provide information about achievement of skills-based goals. Similarly, traditional course evaluations, a technique commonly used for affective assessment, do not generally provide useful information about changes in student values, attitudes, and interests.
Thus, commonly used assessment techniques, while perhaps providing a means for assigning grades, often do not provide us (or our students) with useful feedback for determining whether students are attaining our course goals. Usually, this is due to a combination of not having formalized goals to begin with, not having translated those goals into outcomes that are measurable, and not using assessment techniques capable of measuring expected student outcomes given the levels of expertise required to achieve them. Using the CIA model of course development, we can ensure that our curriculum, instructional methods, and classroom assessment techniques are properly aligned with course goals.
Note:
Note that Bloom's Taxonomy need not be applied exclusively after course goals have been defined. Indeed, Bloom's Taxonomy and the words associated with its different categories can help in the goals-defining process itself. Thus, Bloom's Taxonomy can be used in an iterative fashion to first state and then refine course goals. Bloom's Taxonomy can finally be used to identify which classroom assessment techniques are most appropriate for measuring these goals.



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