- •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
10 Frameworks for Thinking
have largely been mediated through psychological and philosophical traditions and their conceptualisations about thinking and learning to think.
In this first chapter we provide some background to these perspectives on thinking in education. A number of key terms and issues are outlined and discussed, since the evaluations of the frameworks and taxonomies which follow make some assumptions about the concepts and ideas that they rely upon. We give a brief overview of psychological, sociological and philosophical perspectives on thinking, and especially critical thinking. We then turn to the development of thinking skills approaches in education, including various programmes designed to develop particular aspects of thinking.
What is thinking?
Trying to understand how people think and learn is in some ways an impossible challenge, since we can only try to understand these things by using the very processes that we do not fully understand. In such circumstances choices are available. We can choose to focus on measurable aspects of human behaviour rather than on lived experience; or we can resort to metaphors which have personal or group appeal; or we can do what scientists have often done when entering a new and complex field – look for patterns and regularities between situations. All three approaches are evident in the theoretical frameworks and taxonomic approaches to thinking and learning that are described in this handbook and they all involve classification. Moreover, they all result in simplified accounts, since the human mind can only operate consciously with limited amounts of information.
Dewey’s (1933) classic introduction to ‘How We Think’ offers an overview of some of the different senses in which the term thinking is used:
•thinking as a ‘stream of consciousness’ and the everyday ‘uncontrolled coursing of ideas through our heads’, including dreaming and daydreams (p. 3)
•thinking as imagination or mindfulness which is ‘usually restricted to things not directly perceived’ since we tend to say ‘I saw a tree’
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rather than ‘I thought of a tree’ if we are actually standing with our eyes open in front of one (p. 5)
•thinking as synonymous with believing expressed in statements such as ‘I think it is going to rain tomorrow’: in this sense it is contrasted with knowledge and the level of confidence with which we express such a belief (p. 6)
•reflective thinking as a chain of thought leading, through enquiry, to a conclusion (p. 9): this, of course is Dewey’s aim in defining and recommending reflective thinking as the basis of both rationality and action.
Another sense implicit in the term thinking is more often explicit in the related term thoughtful: the sense of care and attention. When we are thoughtful we are either being considerate (usually towards another person) or spending time in deliberating about or considering a course of action. The critical thinking movement in the US has often identified this aspect of thinking and Matthew Lipman’s framework makes ‘caring thinking’ explicit. The value that this implies is not always made so obvious. Thinking is, perhaps, generally a good thing, but there may be occasions where some kinds of thinking are more valuable than others. For example in a dangerous situation, such as when someone swimming is in difficulties, it may be more effective to recall what to do (and do it quickly) than thoughtfully identify all of the possible rescue options and evaluate their merits. A further issue here is that thinking usually implies a process or at least a state which continues for some time. However, when used in the past tense it can have the briefer sense of recall or remembering: ‘I heard this tune and thought of you.’
The term ‘thinking’ can therefore be used in many senses: to describe mental activity that we may not be fully aware of (semiconscious thought): from the everyday things that we perceive and routinely act upon, but which require little direct attention or effort; to the more conscious or deliberate act of reflecting or bringing to attention particular aspects of our experience. A number of the general issues in the frameworks which we have evaluated relate to these different senses and resulting connotations of the term.
It is hard to disentangle each of these various senses and we therefore acknowledge the complexity surrounding the terminology
12 Frameworks for Thinking
involved in each of the sections of the book. What we can say is that the word ‘thinking’, particularly in educational contexts, is usually used to mean a consciously goal-directed process, such as remembering, forming concepts, planning what to do and say, imagining situations, reasoning, solving problems, considering opinions, making decisions and judgments, and generating new perspectives. When there is some uncertainty that a satisfactory end is achievable, it is useful to think. This has clear resonances with Dewey’s definition of reflective thinking:
Active, persistent and careful consideration of any belief or supposed form of knowledge in the light of the grounds that support it and the further conclusions to which it tends constitutes reflective thought. (Dewey, 1933, p. 9.)
The issue here is control. In Dewey’s view the development of reflective thought is the most important goal of education and enables the individual to take control of and responsibility for their own thinking in order to participate effectively as a member of a democratic society. Paradoxically it is the teacher’s role to develop this thinking: in the various frameworks and taxonomies which follow, the roles of the teacher and the roles of the learner are not always made explicit. In some, the purpose of the classification is for the teacher to ensure more effective planning, delivery or assessment of a curriculum, but without the explicit and active engagement of the learner in being made aware of the specified thinking processes. In others, the role of the learner is acknowledged as central to this task. Both the philosophy and sociology of education have wrestled with the problems of indoctrination and empowerment. Contemporary work in psychology of education has identified the role of metacognition and self-regulation as of crucial importance. We see the apparently competing disciplines as offering complementary perspectives which are of value to learners and educators.
Metacognition and self-regulation
There is considerable debate about the meaning of the term ‘metacognition’ in the research literature. Perry (1970) spoke about ‘meta-reason’ and ‘meta-thought’ but the coining of the term ‘metacognition’ is usually attributed to Flavell (1976):
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Metacognition refers to one’s knowledge concerning one’s own cognitive processes and products or anything related to them . . . For example, I am engaging in metacognition (metamemory, metalearning, metaattention, metalanguage, or whatever) if I notice that I am having more trouble learning A than B; if it strikes me that I should double-check C before accepting it as a fact . . . if I sense that I had better make a note of D because I may forget it . . .
Metacognition refers, among other things, to the active monitoring and consequent regulation and orchestration of these processes . . . usually in the service of some concrete goal or objective. (Flavell, 1976, p. 232.)
Metacognition involves two major dimensions (Boekaerts and Simons, 1993). Firstly, it involves an awareness of one’s own cognitive functioning (metacognitive knowledge) and secondly, application of one’s cognitive resources for learning or problem-solving; described by Hacker (1998) as two components, metacognitive monitoring and metacognitive regulation.
There is some confusion between the terms self-regulation and metacognition and, across theories, definitions often overlap (Zeidner, Boekaerts and Pintrich, 2000). For some (Ashman and Conway, 1997) self-regulation is seen as one part of metacognition with the latter including knowledge in the form of awareness of one’s own cognitive strengths and weaknesses (although they also see metacognition as a component of self-regulation). Others (e.g. Zimmerman, 2000) would include such self-knowledge within self-regulation. In similar vein, Demetriou (2000) similarly considers self-regulation to be the more comprehensive term not only encompassing metacognitive (or, for Demetriou ‘hypercognitive’) knowledge and skills but also the conscious control of motivational, affective and behavioural processes. It is important to note that metacognition is used narrowly by some and much more broadly by others. However, there are dangers in rendering such terms in increasingly all-encompassing fashion and the expansion of the term metacognition to include the student’s theories of self, learning and learning environments can result in a weakening of such a construct’s explanatory power (Boekaerts, 1997).
An important aspect of self-regulation is a sense of personal agency. Some see self-efficacy as integral to self-regulation, on the grounds that not only must the individual have knowledge of skills for appropriate functioning but they must also believe that they can perform these