- •Contents
- •Authors
- •Foreword
- •Acknowledgments
- •Introduction
- •Selection of frameworks
- •Description and evaluation of individual frameworks
- •How to use this handbook
- •Overview of what follows
- •Chapter 1 The nature of thinking and thinking skills
- •Chapter 2 Lists, inventories, groups, taxonomies and frameworks
- •Chapter 3 Frameworks dealing with instructional design
- •Chapter 4 Frameworks dealing with productive thinking
- •Chapter 5 Frameworks dealing with cognitive structure and/or development
- •Chapter 6 Seven ‘all-embracing’ frameworks
- •Chapter 7 Moving from understanding to productive thinking: implications for practice
- •Perspectives on thinking
- •What is thinking?
- •Metacognition and self-regulation
- •Psychological perspectives
- •Sociological perspectives
- •Philosophical perspectives
- •Descriptive or normative?
- •Thinking skills and critical thinking
- •Thinking skills in education
- •Teaching thinking: programmes and approaches
- •Developments in instructional design
- •Bringing order to chaos
- •Objects of study
- •Frameworks
- •Lists
- •Groups
- •Taxonomies
- •Utility
- •Taxonomies and models
- •Maps, charts and diagrams
- •Examples
- •Bloom’s taxonomy
- •Guilford’s structure of intellect model
- •Gerlach and Sullivan’s taxonomy
- •Conclusion
- •Introduction
- •Time sequence of the instructional design frameworks
- •Bloom’s taxonomy of educational objectives (cognitive domain) (1956)
- •Feuerstein’s theory of mediated learning through Instrumental Enrichment (1957)
- •Ausubel and Robinson’s six hierarchically-ordered categories (1969)
- •Williams’ model for developing thinking and feeling processes (1970)
- •Hannah and Michaelis’ comprehensive framework for instructional objectives (1977)
- •Stahl and Murphy’s domain of cognition taxonomic system (1981)
- •Biggs and Collis’ SOLO taxonomy (1982)
- •Quellmalz’s framework of thinking skills (1987)
- •Presseisen’s models of essential, complex and metacognitive thinking skills (1991)
- •Merrill’s instructional transaction theory (1992)
- •Anderson and Krathwohl’s revision of Bloom’s taxonomy (2001)
- •Gouge and Yates’ Arts Project taxonomies of arts reasoning and thinking skills (2002)
- •Description and evaluation of the instructional design frameworks
- •Bloom’s taxonomy of educational objectives: cognitive domain
- •Description and intended use
- •Evaluation
- •Description and intended use
- •Evaluation
- •Description and intended use
- •Intellectual skills
- •Cognitive strategies
- •Motor skills
- •Attitudes
- •Evaluation
- •Ausubel and Robinson’s six hierarchically-ordered categories
- •Description and intended use
- •Evaluation
- •Williams’ model for developing thinking and feeling processes
- •Description and intended use
- •Cognitive behaviours
- •Affective behaviours
- •Evaluation
- •Hannah and Michaelis’ comprehensive framework for instructional objectives
- •Description and intended use
- •Evaluation
- •Stahl and Murphy’s domain of cognition taxonomic system
- •Description and intended use
- •Evaluation
- •Biggs and Collis’ SOLO taxonomy: Structure of the Observed Learning Outcome
- •Description and intended use
- •Evaluation
- •Quellmalz’s framework of thinking skills
- •Description and intended use
- •Evaluation
- •Presseisen’s models of essential, complex and metacognitive thinking skills
- •Description and intended use
- •Evaluation
- •Merrill’s instructional transaction theory
- •Description and intended use
- •Evaluation
- •Anderson and Krathwohl’s revision of Bloom’s taxonomy of educational objectives
- •Description and intended use
- •Changes in emphasis
- •Changes in terminology
- •Changes in structure
- •Evaluation
- •Gouge and Yates’ ARTS Project taxonomies of arts reasoning and thinking skills
- •Description and intended use
- •Evaluation
- •Some issues for further investigation
- •Introduction
- •Time sequence of the productive-thinking frameworks
- •Altshuller’s TRIZ Theory of Inventive Problem Solving (1956)
- •Allen, Feezel and Kauffie’s taxonomy of critical abilities related to the evaluation of verbal arguments (1967)
- •De Bono’s lateral and parallel thinking tools (1976 / 85)
- •Halpern’s reviews of critical thinking skills and dispositions (1984)
- •Baron’s model of the good thinker (1985)
- •Ennis’ taxonomy of critical thinking dispositions and abilities (1987)
- •Lipman’s modes of thinking and four main varieties of cognitive skill (1991/95)
- •Paul’s model of critical thinking (1993)
- •Jewell’s reasoning taxonomy for gifted children (1996)
- •Petty’s six-phase model of the creative process (1997)
- •Bailin’s intellectual resources for critical thinking (1999b)
- •Description and evaluation of productive-thinking frameworks
- •Description and intended use
- •Problem Definition: in which the would-be solver comes to an understanding of the problem
- •Selecting a Problem-Solving Tool
- •Generating solutions: using the tools
- •Solution evaluation
- •Evaluation
- •Allen, Feezel and Kauffie’s taxonomy of concepts and critical abilities related to the evaluation of verbal arguments
- •Description and intended use
- •Evaluation
- •De Bono’s lateral and parallel thinking tools
- •Description and intended use
- •Evaluation
- •Halpern’s reviews of critical thinking skills and dispositions
- •Description and intended use
- •Evaluation
- •Baron’s model of the good thinker
- •Description and intended use
- •Evaluation
- •Ennis’ taxonomy of critical thinking dispositions and abilities
- •Description and intended use
- •Dispositions
- •Abilities
- •Clarify
- •Judge the basis for a decision
- •Infer
- •Make suppositions and integrate abilities
- •Use auxiliary critical thinking abilities
- •Evaluation
- •Lipman’s three modes of thinking and four main varieties of cognitive skill
- •Description and intended use
- •Evaluation
- •Paul’s model of critical thinking
- •Description and intended use
- •Elements of reasoning
- •Standards of critical thinking
- •Intellectual abilities
- •Intellectual traits
- •Evaluation
- •Jewell’s reasoning taxonomy for gifted children
- •Description and intended use
- •Evaluation
- •Petty’s six-phase model of the creative process
- •Description and intended use
- •Evaluation
- •Bailin’s intellectual resources for critical thinking
- •Description and intended use
- •Evaluation
- •Some issues for further investigation
- •Introduction
- •Time sequence of theoretical frameworks of cognitive structure and/or development
- •Piaget’s stage model of cognitive development (1950)
- •Guilford’s Structure of Intellect model (1956)
- •Perry’s developmental scheme (1968)
- •Gardner’s theory of multiple intelligences (1983)
- •Koplowitz’s theory of adult cognitive development (1984)
- •Belenky’s ‘Women’s Ways of Knowing’ developmental model (1986)
- •Carroll’s three-stratum theory of cognitive abilities (1993)
- •Demetriou’s integrated developmental model of the mind (1993)
- •King and Kitchener’s model of reflective judgment (1994)
- •Pintrich’s general framework for self-regulated learning (2000)
- •Theories of executive function
- •Description and evaluation of theoretical frameworks of cognitive structure and/or development
- •Piaget’s stage model of cognitive development
- •Description and intended use
- •Evaluation
- •Guilford’s Structure of Intellect model
- •Description and intended use
- •Evaluation
- •Perry’s developmental scheme
- •Description and intended use
- •Evaluation
- •Gardner’s theory of multiple intelligences
- •Description and intended use
- •Evaluation
- •Koplowitz’s theory of adult cognitive development
- •Description and intended use
- •Evaluation
- •Belenky’s ‘Women’s Ways of Knowing’ developmental model
- •Description and intended use
- •Evaluation
- •Carroll’s three-stratum theory of cognitive abilities
- •Description and intended use
- •Evaluation
- •Demetriou’s integrated developmental model of the mind
- •Description and intended use
- •Evaluation
- •King and Kitchener’s model of reflective judgment
- •Description and intended use
- •Evaluation
- •Pintrich’s general framework for self-regulated learning
- •Description and intended use
- •Regulation of cognition
- •Cognitive planning and activation
- •Cognitive monitoring
- •Cognitive control and regulation
- •Cognitive reaction and reflection
- •Regulation of motivation and affect
- •Motivational planning and activation
- •Motivational monitoring
- •Motivational control and regulation
- •Motivational reaction and reflection
- •Regulation of behaviour
- •Behavioural forethought, planning and action
- •Behavioural monitoring and awareness
- •Behavioural control and regulation
- •Behavioural reaction and reflection
- •Regulation of context
- •Contextual forethought, planning and activation
- •Contextual monitoring
- •Contextual control and regulation
- •Contextual reaction and reflection
- •Evaluation
- •Theories of executive function
- •Description and potential relevance for education
- •Evaluation
- •Some issues for further investigation
- •6 Seven ‘all-embracing’ frameworks
- •Introduction
- •Time sequence of the all-embracing frameworks
- •Romiszowski’s analysis of knowledge and skills (1981)
- •Wallace and Adams’‘ Thinking Actively in a Social Context’ model (1990)
- •Jonassen and Tessmer’s taxonomy of learning outcomes (1996/7)
- •Hauenstein’s conceptual framework for educational objectives (1998)
- •Vermunt and Verloop’s categorisation of learning activities (1999)
- •Marzano’s new taxonomy of educational objectives (2001a; 2001b)
- •Sternberg’s model of abilities as developing expertise (2001)
- •Description and evaluation of seven all-embracing frameworks
- •Romiszowski’s analysis of knowledge and skills
- •Description and intended use
- •Evaluation
- •Description and intended use
- •Evaluation
- •Jonassen and Tessmer’s taxonomy of learning outcomes
- •Description and intended use
- •Evaluation
- •Hauenstein’s conceptual framework for educational objectives
- •Description and intended use
- •Evaluation
- •Vermunt and Verloop’s categorisation of learning activities
- •Description and intended use
- •Evaluation
- •Marzano’s new taxonomy of educational objectives
- •Description and intended use
- •Evaluation
- •Sternberg’s model of abilities as developing expertise
- •Description and intended use
- •Evaluation
- •Some issues for further investigation
- •Overview
- •How are thinking skills classified?
- •Domain
- •Content
- •Process
- •Psychological aspects
- •Using thinking skills frameworks
- •Which frameworks are best suited to specific applications?
- •Developing appropriate pedagogies
- •Other applications of the frameworks and models
- •In which areas is there extensive or widely accepted knowledge?
- •In which areas is knowledge very limited or highly contested?
- •Constructing an integrated framework
- •Summary
- •References
- •Index
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Evaluation
This two-dimensional taxonomy is limited to the cognitive domain, despite the fact that one of its authors, David Krathwohl, played a part in extending the original work of Bloom and his team into the affective domain (Krathwohl, Bloom and Masia, 1964). While acknowledging that almost every cognitive objective involves an affective component, the present authors judged that inclusion of the affective domain would create an overly complex taxonomy, which would not, for that reason, become widely adopted. However, they consider that their revised cognitive domain taxonomy ‘does contain some seeds for future affective development’ in that metacognitive knowledge goes some way to bridging the cognitive and affective domains (Anderson and Krathwohl, 2001, p. 301). Mayer (2002) argues that in addition to the new category of metacognition, the revised taxonomy recognises the role of metacognitive and motivational processes, in that it clarifies their role within the cognitive process dimension, and in particular within the categories of create and evaluate.
The shortcomings of this taxonomy still lie in its over-emphasis of the cognitive domain to the neglect of the others and its absence of a convincing explanation of how all three domains might interact in the human experience of thinking, feeling and learning.
The widely used terms ‘critical thinking’ and ‘problem-solving’ have not been included as major categories within the taxonomy, since the authors view these terms as having similar characteristics to their category understand. However, they maintain that, unlike understand, critical thinking and problem-solving tend to involve cognitive processes in several categories across their cognitive process dimension.
The creation of a matrix whereby cognitive processes operate with different types of subject matter content (i.e. knowledge) provides teachers with a useful tool to help analyse their teaching objectives, activities and assessment. Classifying learning objectives within the framework is likely to increase a teacher’s understanding of each objective and help them plan ways to ensure that pupils succeed. Classifying longer units of work allows teachers to make choices relating to coverage across both dimensions. We note, also, that this
110 Frameworks for Thinking
approach has been taken by several other theorists: Romiszowski, Jonassen and Tessmer, for example.
There is little to choose between Bloom and Anderson and Krathwohl in their treatment of types of knowledge. The revised term for Bloom’s ‘knowledge of specifics’ is ‘factual knowledge’. What Bloom calls ‘knowledge of ways and means’ is now called ‘procedural knowledge’, and Bloom’s ‘knowledge of the universals and abstractions in a field’ is now labelled as ‘conceptual knowledge’. However, while Bloom made implicit references to what we now call metacognition, Anderson and Krathwohl explicitly list ‘metacognition’ as a type of knowledge. But it is open to question whether the term ‘metacognition’ refers to knowledge of a different type. It is not uniquely distinguished by the processes involved (knowing that, knowing how and understanding ideas), rather by its content.
While Anderson and Krathwohl give weight to the separate classification of metacognitive knowledge, they do not explicitly address the monitoring, control and regulation of students’ cognition, arguing that this involves ‘different types of cognitive processes and therefore fits into the cognitive process dimension’ (Anderson and Krathwohl, 2001, p. 43). When addressing metacognition within the knowledge dimension the authors provide a rationale for the inclusion of metacognitive knowledge, a comprehensive overview of each of the three types of metacognitive knowledge along with illustrative examples. Their treatment of metacognition within the cognitive process dimension attracts little attention and provides the reader with only two examples. This decision results in an inconsistent treatment of the two aspects of metacognition (knowledge and self-regulation).
Theoretical advances in educational psychology, and to a lesser extent in cognitive psychology, have contributed to this revision of Bloom’s framework. The focus on knowledge types, and the delineation of process categories into specific cognitive processes, is based largely on ‘an examination of other classification systems’ (Anderson and Krathwohl, 2001, p. 66), dating from 1969 to 1998, and including Sternberg’s model of ‘successful intelligence’ (Sternberg, 1998). While acknowledging that the framework should ideally be based on a single, widely accepted, and functional theory of learning, the authors note
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that, despite recent advances, we are still without a single psychological theory that adequately provides a basis for all learning. The framework reflects the authors’ beliefs that knowledge is structured by the learner in line with a rationalist–constructivist tradition. They do not adhere to the idea that knowledge is organised in stages or in system-wide logical structures, as in traditional developmental stage models of thinking.
Anderson and Krathwohl claim their taxonomy is ‘value neutral and therefore can be used by those operating from a variety of philosophical positions’ (2001, p. 296). This is broadly true, despite the implication (equally present in Bloom’s taxonomy) that more complex thinking is usually more highly valued.
The taxonomy was designed to help teachers understand and implement a standards-based curriculum. The authors expect the framework to be used mainly by teachers who are given a set of objectives, and are expected to deliver instruction that enables a large proportion of pupils to achieve the expected standard. However, Noble (2004) describes how, with support, 16 teachers successfully used a matrix which combined the revised Bloom taxonomy with Gardner’s multiple intelligences in order to formulate their own differentiated curriculum objectives.
The dominant theme running throughout the Anderson and Krathwohl text is the alignment of learning objectives, instruction and assessment. The taxonomy encourages teachers to focus on coverage, thereby allowing students to experience learning opportunities across the cognitive domain. The purpose of the framework is to help teachers clarify and communicate what they intend their students to learn. The authors are less concerned with how teachers teach, since it is their view that most instructional decisions depend on the teacher’s creativity, ingenuity and wisdom.
There are several reasons why the taxonomy may prove attractive to practitioners. It does not seek to radically change how they teach or challenge their beliefs about teaching and learning. The authors use language that teachers are familiar with, and exemplify use of the taxonomy with detailed case studies that reflect current classroom practice.