Learning styles
Encyclopedia
Learning styles are various approaches or ways of learning. They involve educating methods, particular to an individual, that are presumed to allow that individual to learn best. Most people prefer an identifiable method of interacting with, taking in, and processing stimuli
or information
. Based on this concept, the idea of individualized "learning styles" originated in the 1970s, and acquired "enormous popularity".
Proponents say that teachers should assess the learning styles of their students and adapt their classroom methods to best fit each student's learning style, which is called the meshing hypothesis.
The alleged basis and efficacy for these proposals are extensively criticized. Although children and adults express personal preferences, there is no evidence that identifying a student's learning style produces better outcomes, and there is significant evidence that the widespread "meshing hypothesis" (that a student will learn best if taught in a method deemed appropriate for the student's learning style) is invalid. Well-designed studies "flatly contradict the popular meshing hypothesis".
styles model is based on the Experiential Learning Theory, as explained in his book Experiential Learning: Experience as the source of learning and development (1984). The ELT model outlines two related approaches toward grasping experience: Concrete Experience and Abstract Conceptualization, as well as two related approaches toward transforming experience: Reflective Observation and Active Experimentation. According to Kolb’s model, the ideal learning process engages all four of these modes in response to situational demands. In order for learning to be effective, all four of these approaches must be incorporated. As individuals attempt to use all four approaches, however, they tend to develop strengths in one experience-grasping approach and one experience-transforming approach. The resulting learning styles are combinations of the individual’s preferred approaches. These learning styles are as follows:
Convergers are characterized by abstract conceptualization and active experimentation. They are good at making practical applications of ideas and using deductive reasoning to solve problems.
Divergers tend toward concrete experience and reflective observation. They are imaginative and are good at coming up with ideas and seeing things from different perspectives.
Assimilators are characterized by abstract conceptualization and reflective observation. They are capable of creating theoretical models by means of inductive reasoning.
Accommodators use concrete experience and active experimentation. They are good at actively engaging with the world and actually doing things instead of merely reading about and studying them.
Kolb’s model gave rise to the Learning Style Inventory, an assessment method used to determine an individual's learning style. An individual may exhibit a preference for one of the four styles – Accommodating, Converging, Diverging and Assimilating – depending on their approach to learning via the experiential learning theory model.
Two adaptations were made to Kolb's experiential model. Firstly, the stages in the cycle were renamed to accord with managerial experiences of decision making/problem solving. The Honey & Mumford stages are:
Secondly, the styles were directly aligned to the stages in the cycle and named Activist, Reflector, Theorist and Pragmatist. These are assumed to be acquired preferences that are adaptable, either at will or through changed circumstances, rather than being fixed personality characteristics. The Honey & Mumford Learning Styles Questionnaire (LSQ) is a self-development tool and differs from Kolb’s Learning Style inventory by inviting managers to complete a checklist of work-related behaviours without directly asking managers how they learn. Having completed the self-assessment, managers are encouraged to focus on strengthening underutilised styles in order to become better equipped to learn from a wide range of everyday experiences.
A MORI survey commissioned by [The Campaign for Learning]http://www.campaign-for-learning.org.uk in 1999 found the Honey & Mumford LSQ to be the most widely used system for assessing preferred learning styles in the local government sector in the UK.
and Kathleen A. Butler in his article entitled “Applying What We Know: Student Learning Styles”. Gregorc and Butler worked to organize a model describing how the mind works. This model is based on the existence of perceptions—our evaluation of the world by means of an approach that makes sense to us. These perceptions in turn are the foundation of our specific learning strengths, or learning styles.
In this model, there are two perceptual qualities 1) concrete and 2) abstract; and two ordering abilities 1) random and 2) sequential.
Concrete perceptions involve registering information through the five senses, while abstract perceptions involve the understanding of ideas, qualities, and concepts which cannot be seen.
In regard to the two ordering abilities, sequential involves the organization of information in a linear, logical way and random involves the organization of information in chunks and in no specific order.
Both of the perceptual qualities and both of the ordering abilities are present in each individual, but some qualities and ordering abilities are more dominant within certain individuals.
There are four combinations of perceptual qualities and ordering abilities based on dominance: 1) Concrete Sequential; 2) Abstract Random; 3) Abstract Sequential; 4) Concrete Random. Individuals with different combinations learn in different ways—they have different strengths, different things make sense to them, different things are difficult for them, and they ask different questions throughout the learning process.
, and of response to intervention
, take the position that every child has a different learning style and pace and that each child is unique
, not only capable of learning but also capable of succeeding.
Sudbury Model democratic schools assert that there are many ways to study and learn. They argue that learning is a process you do, not a process that is done to you. That is true of everyone; it's basic. The experience of Sudbury model democratic schools shows that there are many ways to learn without the intervention of teaching, to say, without the intervention of a teacher being imperative. In the case of reading for instance in the Sudbury model democratic schools, some children learn from being read to, memorizing the stories and then ultimately reading them. Others learn from cereal boxes, others from games instructions, others from street signs. Some teach themselves letter sounds, others syllables, others whole words. Sudbury model democratic schools adduce that in their schools no one child has ever been forced, pushed, urged, cajoled, or bribed into learning how to read or write; and they have had no dyslexia. None of their graduates are real or functional illiterates, and no one who meets their older students could ever guess the age at which they first learned to read or write. In a similar form students learn all the subjects, techniques, and skills in these schools.
Describing current instructional methods as homogenization and lockstep
standardization, alternative approaches are proposed, such as the Sudbury Model of Democratic Education schools, an alternative approach in which children, by enjoying personal freedom thus encouraged to exercise personal responsibility for their actions, learn at their own pace and style rather than following a compulsory and chronologically-based curriculum. Proponents of unschooling
have also claimed that children raised in this method learn at their own pace and style, and do not suffer from learning disabilities.
Gerald Coles asserts that there are partisan agendas behind the educational policy-makers and that the scientific research that they use to support their arguments regarding the teaching of literacy are flawed. These include the idea that there are neurological explanations for learning disabilities.
(VARK
) models:
Fleming claimed that visual learners have a preference for seeing (think in pictures; visual aids such as overhead slides, diagrams, handouts, etc.). Auditory learners best learn through listening (lectures, discussions, tapes, etc.). Tactile/kinesthetic learners prefer to learn via experience—moving, touching, and doing (active exploration of the world; science projects; experiments, etc.). Its use in pedagogy allows teachers to prepare classes that address each of these areas. Students can also use the model to identify their preferred learning style and maximize their educational experience by focusing on what benefits them the most.
.
meta programs based iWAM questionnaire. Many other tests have gathered popularity and various levels of credibility among students and teachers.
Some psychologists and neuroscientists have questioned the scientific basis for and the theories on which they are based. According to Susan Greenfield
the practice is "nonsense" from a neuroscientific point of view: "Humans have evolved to build a picture of the world through our senses working in unison, exploiting the immense interconnectivity that exists in the brain."
Many educational psychologists
believe that there is little evidence for the efficacy of most learning style models, and furthermore, that the models often rest on dubious theoretical grounds. According to Stahl, there has been an "utter failure to find that assessing children's learning styles and matching to instructional methods has any effect on their learning." Guy Claxton has questioned the extent that learning styles such as VARK are helpful, particularly as they can have a tendency to label children and therefore restrict learning.
identified 71 different theories of learning style. This report, published in 2004, criticized most of the main instruments used to identify an individual's learning style. In conducting the review, Coffield and his colleagues selected 13 of the most influential models for closer study, including most of the models cited on this page. They examined the theoretical origins and terms of each model, and the instrument that was purported to assess types of learning style defined by the model. They analyzed the claims made by the author(s), external studies of these claims and independent empirical evidence of the relationship between the 'learning style' identified by the instrument and students' actual learning. Coffield's team found that none of the most popular learning style theories had been adequately validated through independent research, leading to the conclusion that the idea of a learning cycle, the consistency of visual, auditory and kinesthetic preferences and the value of matching teaching and learning styles were all "highly questionable."
One of the most widely-known theories assessed by Coffield's team was the learning styles model of Dunn and Dunn, a VAK model. This model is widely used in schools in the United States, and 177 articles have been published in peer-reviewed journals referring to this model. The conclusion of Coffield et al. was as follows:
Coffield's team claimed that another model, Gregorc's Style Delineator (GSD), was "theoretically and psychometrically flawed" and "not suitable for the assessment of individuals."
, a UK think tank, published a report on learning styles prepared by a group chaired by David Hargreaves
that included Usha Goswami from Cambridge University
and David Wood from the University of Nottingham
. The Demos report said that the evidence for learning styles was "highly variable", and that practitioners were "not by any means frank about the evidence for their work."
Cautioning against interpreting neuropsychological research as supporting the applicability of learning style theory, John Geake, Professor of Education at the UK's Oxford Brookes University
, and a research collaborator with Oxford University's Centre for Functional Magnetic Resonance Imaging of the Brain, commented that
In late 2009, Psychological Science in the Public Interest published a report on the scientific validity of learning styles practices (Pashler et al., 2009). The panel was chaired by Hal Pashler (University of California, San Diego); the other members were Mark McDaniel (Washington University), Doug Rohrer (University of South Florida), and Robert Bjork (University of California, Los Angeles). The panel concluded that an adequate evaluation of the learning styles hypothesis – the idea that optimal learning demands that students receive instruction tailored to their learning styles – requires a particular kind of study. Specifically, students should be grouped into the learning style categories that are being evaluated (e.g., visual learners vs. verbal learners), and then students in each group must be randomly assigned to one of the learning methods (e.g., visual learning or verbal learning), so that some students will be “matched” and others will be “mismatched.” At the end of the experiment, all students must sit for the same test. If the learning style hypothesis is correct, then, for example, visual learners should learn better with the visual method, whereas auditory learners should learn better with auditory method. Notably, other authors have reached the same conclusion (e.g., Massa & Mayer, 2006).
As disclosed in the report, the panel found that studies utilizing this essential research design were virtually absent from the learning styles literature. In fact, the panel was able to find only a few studies with this research design, and all but one of these studies were negative findings - that is, they found that the same learning method was superior for all kinds of students (e.g., Massa & Mayer, 2006).
Furthermore, the panel noted that, even if the requisite finding were obtained, the benefits would need to be large, and not just statistically significant, before learning style interventions could be recommended as cost-effective. That is, the cost of evaluating and classifying students by their learning style, and then providing customized instruction would need to be more beneficial than other interventions (e.g., one-on-one tutoring, after school remediation programs, etc.).
As a consequence, the panel concluded, “at present, there is no adequate evidence base to justify incorporating learning styles assessments into general educational practice. Thus, limited education resources would better be devoted to adopting other educational practices that have strong evidence base, of which there are an increasing number.”
The article incited critical comments from some defenders of learning styles. The Chronicle of Higher Education reported that Robert Sternberg
from Tufts University spoke out against the paper: “Several of the most-cited researchers on learning styles, Mr. Sternberg points out, do not appear in the paper's bibliography.” This charge was also discussed by Science Magazine, which reported that Pashler said, “Just so…most of [the evidence] is ‘weak.’"
In their book, Teaching Students Through Their Individual Learning Styles: A Practical Approach, they give a background of how learners are affected by elements of the classroom and follow it with recommendations of how to accommodate students’ learning strengths. Dunn and Dunn write that “learners are affected by their: (1) immediate environment (sound, light, temperature, and design); (2) own emotionality (motivation, persistence, responsibility, and need for structure or flexibility); (3) sociological needs (self, pair, peers, team, adult, or varied); and (4) physical needs (perceptual strengths, intake, time, and mobility) ”.
They analyze other research and make the claim that not only can students identify their preferred learning styles, but that students also score higher on tests, have better attitudes, and are more efficient if they are taught in ways to which they can more easily relate. Therefore, it is to the educator’s advantage to teach and test students in their preferred styles.
Although learning styles will inevitably differ among students in the classroom, Dunn and Dunn say that teachers should try to make changes in their classroom that will be beneficial to every learning style. Some of these changes include room redesign, the development of small-group techniques, and the development of Contract Activity Packages. Redesigning the classroom involves locating dividers that can be used to arrange the room creatively (such as having different learning stations and instructional areas), clearing the floor area, and incorporating student thoughts and ideas into the design of the classroom.
Small-group techniques often include a “circle of knowledge” in which students sit in a circle and discuss a subject collaboratively as well as other techniques such as team learning and brainstorming. Contract Activity Packages are educational plans that facilitate learning by using the following elements: 1) clear statement of what the students needs to learn; 2) multisensory resources (auditory, visual, tactile, kinesthetic) that teach the required information; 3) activities through which the newly-mastered information can be used creatively; 4) the sharing of creative projects within small groups of classmates; 5) at least 3 small-group techniques; 6) a pre-test, a self-test, and a post-test.
Another scholar who believes that learning styles should have an effect on the classroom is Marilee Sprenger, as evidenced by her book, Differentiation through Learning Styles and Memory.
Sprenger bases her recommendations for classroom learning on three premises: 1) Teachers can be learners, and learners can be teachers. We are all both. 2) Everyone can learn under the right circumstances. 3) Learning is fun! Make it appealing.
She details various ways in which teachers can teach so that students will remember. She categorizes these teaching methods according to which learning style they fit—visual, auditory, or tactile/kinesthetic.
Methods for visual learners include ensuring that students can see words written down, using pictures when describing things, drawing time lines for events in history, writing assignments on the board, using overhead transparencies/handouts, and writing down instructions.
Methods for auditory learners include repeating difficult words and concepts aloud, incorporating small-group discussion, organizing debates, listening to books on tape, writing oral reports, and encouraging oral interpretation.
Methods for tactile/kinesthetic learners include providing hands-on activities (experiments, etc.), assigning projects, having frequent breaks to allow movement, using visual aids and objects in the lesson, using role play, and having field trips.
By using a variety of teaching methods from each of these categories, teachers are able to accommodate different learning styles. They are also able to challenge students to learn in different ways. Just as Kolb suggested that students who use all 4 approaches of his learning cycle learn more effectively, students who are able to learn through a variety of ways are more effective learners.
Research evaluating the high, intermediate, and moderate levels of teacher-centered versus learner-centered learning styles have found the congruent groups have no significant differences in achievement than incongruent groups (Spoon & Schell, 1998). Furthermore, learning style was significantly different on demographic variables, specifically age, suggesting a change in learning style as one gets older and acquires more experience. While significant age differences did occur, as well as no experimental manipulation of classroom assignment, the findings do call into question the aim of congruent teaching-learning styles in the classroom.
Stimulation
Stimulation is the action of various agents on nerves, muscles, or a sensory end organ, by which activity is evoked; especially, the nervous impulse produced by various agents on nerves, or a sensory end organ, by which the part connected with the nerve is thrown into a state of activity.The word...
or information
Information
Information in its most restricted technical sense is a message or collection of messages that consists of an ordered sequence of symbols, or it is the meaning that can be interpreted from such a message or collection of messages. Information can be recorded or transmitted. It can be recorded as...
. Based on this concept, the idea of individualized "learning styles" originated in the 1970s, and acquired "enormous popularity".
Proponents say that teachers should assess the learning styles of their students and adapt their classroom methods to best fit each student's learning style, which is called the meshing hypothesis.
The alleged basis and efficacy for these proposals are extensively criticized. Although children and adults express personal preferences, there is no evidence that identifying a student's learning style produces better outcomes, and there is significant evidence that the widespread "meshing hypothesis" (that a student will learn best if taught in a method deemed appropriate for the student's learning style) is invalid. Well-designed studies "flatly contradict the popular meshing hypothesis".
David Kolb's model
The David A. KolbDavid A. Kolb
David A. Kolb is an American educational theorist whose interests and publications focus on experiential learning, the individual and social change, career development, and executive and professional education...
styles model is based on the Experiential Learning Theory, as explained in his book Experiential Learning: Experience as the source of learning and development (1984). The ELT model outlines two related approaches toward grasping experience: Concrete Experience and Abstract Conceptualization, as well as two related approaches toward transforming experience: Reflective Observation and Active Experimentation. According to Kolb’s model, the ideal learning process engages all four of these modes in response to situational demands. In order for learning to be effective, all four of these approaches must be incorporated. As individuals attempt to use all four approaches, however, they tend to develop strengths in one experience-grasping approach and one experience-transforming approach. The resulting learning styles are combinations of the individual’s preferred approaches. These learning styles are as follows:
- Converger;
- Diverger;
- Assimilator;
- Accommodator;.
Convergers are characterized by abstract conceptualization and active experimentation. They are good at making practical applications of ideas and using deductive reasoning to solve problems.
Divergers tend toward concrete experience and reflective observation. They are imaginative and are good at coming up with ideas and seeing things from different perspectives.
Assimilators are characterized by abstract conceptualization and reflective observation. They are capable of creating theoretical models by means of inductive reasoning.
Accommodators use concrete experience and active experimentation. They are good at actively engaging with the world and actually doing things instead of merely reading about and studying them.
Kolb’s model gave rise to the Learning Style Inventory, an assessment method used to determine an individual's learning style. An individual may exhibit a preference for one of the four styles – Accommodating, Converging, Diverging and Assimilating – depending on their approach to learning via the experiential learning theory model.
Honey and Mumford's model
In the mid 1970s Peter Honey and Alan Mumford adapted David Kolb's model for use with a population of middle/senior managers in business. They published their version of the model in The Manual of Learning Styles (1982) and Using Your Learning Styles (1983).Two adaptations were made to Kolb's experiential model. Firstly, the stages in the cycle were renamed to accord with managerial experiences of decision making/problem solving. The Honey & Mumford stages are:
- Having an experience
- Reviewing the experience
- Concluding from the experience
- Planning the next steps.
Secondly, the styles were directly aligned to the stages in the cycle and named Activist, Reflector, Theorist and Pragmatist. These are assumed to be acquired preferences that are adaptable, either at will or through changed circumstances, rather than being fixed personality characteristics. The Honey & Mumford Learning Styles Questionnaire (LSQ) is a self-development tool and differs from Kolb’s Learning Style inventory by inviting managers to complete a checklist of work-related behaviours without directly asking managers how they learn. Having completed the self-assessment, managers are encouraged to focus on strengthening underutilised styles in order to become better equipped to learn from a wide range of everyday experiences.
A MORI survey commissioned by [The Campaign for Learning]http://www.campaign-for-learning.org.uk in 1999 found the Honey & Mumford LSQ to be the most widely used system for assessing preferred learning styles in the local government sector in the UK.
Anthony Gregorc's model
Dennis W. Mills, Ph.D., discusses the work of Anthony F. GregorcAnthony Gregorc
Anthony F. Gregorc is best known for his theory of aMind Styles Model and its associatedStyle Delineator.-Career:Gregorc obtained a B.S. degree from Miami University and an M.S. degree and a Ph.D. degree from Kent State University. He has taught mathematics and biology and has been principal of a...
and Kathleen A. Butler in his article entitled “Applying What We Know: Student Learning Styles”. Gregorc and Butler worked to organize a model describing how the mind works. This model is based on the existence of perceptions—our evaluation of the world by means of an approach that makes sense to us. These perceptions in turn are the foundation of our specific learning strengths, or learning styles.
In this model, there are two perceptual qualities 1) concrete and 2) abstract; and two ordering abilities 1) random and 2) sequential.
Concrete perceptions involve registering information through the five senses, while abstract perceptions involve the understanding of ideas, qualities, and concepts which cannot be seen.
In regard to the two ordering abilities, sequential involves the organization of information in a linear, logical way and random involves the organization of information in chunks and in no specific order.
Both of the perceptual qualities and both of the ordering abilities are present in each individual, but some qualities and ordering abilities are more dominant within certain individuals.
There are four combinations of perceptual qualities and ordering abilities based on dominance: 1) Concrete Sequential; 2) Abstract Random; 3) Abstract Sequential; 4) Concrete Random. Individuals with different combinations learn in different ways—they have different strengths, different things make sense to them, different things are difficult for them, and they ask different questions throughout the learning process.
Sudbury model of democratic education
Some critics (Mazza) of today's schools, of the concept of learning disabilities, of special educationSpecial education
Special education is the education of students with special needs in a way that addresses the students' individual differences and needs. Ideally, this process involves the individually planned and systematically monitored arrangement of teaching procedures, adapted equipment and materials,...
, and of response to intervention
Response to intervention
In education, Response To Intervention is a method of academic intervention used in the United States which is designed to provide early, effective assistance to children who are having difficulty learning. Response to intervention was also designed to function as one part of a data-based process...
, take the position that every child has a different learning style and pace and that each child is unique
Individual differences psychology
The science of psychology studies people at three levels of focus captured by the well-known quotation: “Every man is in certain respects like all other men, like some other men, like no other man" ....
, not only capable of learning but also capable of succeeding.
Sudbury Model democratic schools assert that there are many ways to study and learn. They argue that learning is a process you do, not a process that is done to you. That is true of everyone; it's basic. The experience of Sudbury model democratic schools shows that there are many ways to learn without the intervention of teaching, to say, without the intervention of a teacher being imperative. In the case of reading for instance in the Sudbury model democratic schools, some children learn from being read to, memorizing the stories and then ultimately reading them. Others learn from cereal boxes, others from games instructions, others from street signs. Some teach themselves letter sounds, others syllables, others whole words. Sudbury model democratic schools adduce that in their schools no one child has ever been forced, pushed, urged, cajoled, or bribed into learning how to read or write; and they have had no dyslexia. None of their graduates are real or functional illiterates, and no one who meets their older students could ever guess the age at which they first learned to read or write. In a similar form students learn all the subjects, techniques, and skills in these schools.
Describing current instructional methods as homogenization and lockstep
Lockstep
Lockstep systems are redundant computing systems that run the same set of operations at the same time in parallel. The output from lockstep operations can be compared to determine if there has been a fault....
standardization, alternative approaches are proposed, such as the Sudbury Model of Democratic Education schools, an alternative approach in which children, by enjoying personal freedom thus encouraged to exercise personal responsibility for their actions, learn at their own pace and style rather than following a compulsory and chronologically-based curriculum. Proponents of unschooling
Unschooling
Unschooling is a range of educational philosophies and practices centered on allowing children to learn through their natural life experiences, including play, game play, household responsibilities, work experience, and social interaction, rather than through a more traditional school curriculum....
have also claimed that children raised in this method learn at their own pace and style, and do not suffer from learning disabilities.
Gerald Coles asserts that there are partisan agendas behind the educational policy-makers and that the scientific research that they use to support their arguments regarding the teaching of literacy are flawed. These include the idea that there are neurological explanations for learning disabilities.
Fleming's VAK/VARK model
One of the most common and widely-used categorizations of the various types of learning styles is Fleming's VARK model (sometimes VAK) which expanded upon earlier Neuro-linguistic programmingNeuro-linguistic programming
Neuro-linguistic programming is an approach to psychotherapy, self-help and organizational change. Founders Richard Bandler and John Grinder say that NLP is a model of interpersonal communication and a system of alternative therapy which seeks to educate people in self-awareness and effective...
(VARK
Representational systems (NLP)
Representational systems is a neuro-linguistic programming model that examines how the human mind processes information. It states that for practical purposes, information is processed through the senses...
) models:
- visual learnersVisual learningVisual learning is a teaching and learning style in which ideas, concepts, data and other information are associated with images and techniques...
; - auditory learnersAuditory learningAuditory learning is a learning style in which a person learns through listening. An auditory learner depends on hearing and speaking as a main way of learning. Auditory learners must be able to hear what is being said in order to understand and may have difficulty with instructions that are written...
; - kinesthetic learnersKinesthetic learningKinesthetic learning is a learning style in which learning takes place by the student actually carrying out a physical activity, rather than listening to a lecture or merely watching a demonstration. It is also referred to as tactile learning...
or tactile learners.
Fleming claimed that visual learners have a preference for seeing (think in pictures; visual aids such as overhead slides, diagrams, handouts, etc.). Auditory learners best learn through listening (lectures, discussions, tapes, etc.). Tactile/kinesthetic learners prefer to learn via experience—moving, touching, and doing (active exploration of the world; science projects; experiments, etc.). Its use in pedagogy allows teachers to prepare classes that address each of these areas. Students can also use the model to identify their preferred learning style and maximize their educational experience by focusing on what benefits them the most.
Other models
Aiming to explain why aptitude tests, school grades, and classroom performance often fail to identify real ability, Robert J. Sternberg listed various cognitive dimensions in his book Thinking Styles (1997). Several other models are also often used when researching learning styles. This includes the Myers Briggs Type Indicator (MBTI) and the DISC assessmentDISC assessment
DISC is a group of psychological inventories developed by John Geier, and others, and based on the 1928 work of psychologist William Moulton Marston and the original behavioralist Walter V. Clarke and others.-History:...
.
A more recent evidence based model of learning
Chris J Jackson's neuropsychological hybrid model of learning in personality argues Sensation Seeking provides a core biological drive of curiosity, learning and exploration. A high drive to explore leads to dysfunctional learning consequences unless cognitions such as goal orientation, conscientiousness, deep learning and emotional intelligence re-express it in more complex ways to achieve functional outcomes such as high work performance. The model aims to explain many forms of functional behaviour (such as entrepreneurial activity, work performance, educational success) as well as dysfunctional behaviour (such as delinquency and anti-social behaviour). The wide applicability of the model and its strong grounding in the academic literature suggests that this evidence based model of learning has much potential. Latest research is summarized here. Evidence for this model is allegedly impressive. Siadaty and Taghiyareh (2007) report that training based on Conscientious Achievement increases performance but that training based on Sensation Seeking does not. These results strongly support Jackson's model since the model proposes that Conscientious Achievement will respond to intervention whereas Sensation Seeking (with its biological basis) will not. Jackson's papers can be downloaded here.Learning Style Inventory
The Learning Style Inventory (LSI) is connected with Kolb’s model and is used to determine a student’s learning style. The LSI assesses an individual’s preferences and needs regarding the learning process. It does the following: (1) allows students to designate how they like to learn and indicates how consistent their responses are, (2) provides computerized results which show the student’s preferred learning style, (3) provides a foundation upon which teachers can build in interacting with students, (4) provides possible strategies for accommodating learning styles, (5) provides for student involvement in the learning process; 6) provides a class summary so students with similar learning styles can be grouped together.Other methods
Other methods (usually questionnaires) used to identify learning styles include Fleming's VARK Learning Style Test, Jackson's Learning Styles Profiler (LSP), and the NLPNeuro-linguistic programming
Neuro-linguistic programming is an approach to psychotherapy, self-help and organizational change. Founders Richard Bandler and John Grinder say that NLP is a model of interpersonal communication and a system of alternative therapy which seeks to educate people in self-awareness and effective...
meta programs based iWAM questionnaire. Many other tests have gathered popularity and various levels of credibility among students and teachers.
Criticism
Learning-style theories have been criticized by many.Some psychologists and neuroscientists have questioned the scientific basis for and the theories on which they are based. According to Susan Greenfield
Susan Greenfield
Susan Adele Greenfield, Baroness Greenfield, CBE is a British scientist, writer, broadcaster, and member of the House of Lords. Greenfield, whose specialty is the physiology of the brain, has worked to research and bring attention to Parkinson's disease and Alzheimer's disease.Greenfield is...
the practice is "nonsense" from a neuroscientific point of view: "Humans have evolved to build a picture of the world through our senses working in unison, exploiting the immense interconnectivity that exists in the brain."
Many educational psychologists
Educational psychology
Educational psychology is the study of how humans learn in educational settings, the effectiveness of educational interventions, the psychology of teaching, and the social psychology of schools as organizations. Educational psychology is concerned with how students learn and develop, often focusing...
believe that there is little evidence for the efficacy of most learning style models, and furthermore, that the models often rest on dubious theoretical grounds. According to Stahl, there has been an "utter failure to find that assessing children's learning styles and matching to instructional methods has any effect on their learning." Guy Claxton has questioned the extent that learning styles such as VARK are helpful, particularly as they can have a tendency to label children and therefore restrict learning.
The critique made by Coffield, et al.
A non-peer-reviewed literature review by authors from the University of Newcastle upon TyneUniversity of Newcastle upon Tyne
Newcastle University is a major research-intensive university located in Newcastle upon Tyne in the north-east of England. It was established as a School of Medicine and Surgery in 1834 and became the University of Newcastle upon Tyne by an Act of Parliament in August 1963. Newcastle University is...
identified 71 different theories of learning style. This report, published in 2004, criticized most of the main instruments used to identify an individual's learning style. In conducting the review, Coffield and his colleagues selected 13 of the most influential models for closer study, including most of the models cited on this page. They examined the theoretical origins and terms of each model, and the instrument that was purported to assess types of learning style defined by the model. They analyzed the claims made by the author(s), external studies of these claims and independent empirical evidence of the relationship between the 'learning style' identified by the instrument and students' actual learning. Coffield's team found that none of the most popular learning style theories had been adequately validated through independent research, leading to the conclusion that the idea of a learning cycle, the consistency of visual, auditory and kinesthetic preferences and the value of matching teaching and learning styles were all "highly questionable."
One of the most widely-known theories assessed by Coffield's team was the learning styles model of Dunn and Dunn, a VAK model. This model is widely used in schools in the United States, and 177 articles have been published in peer-reviewed journals referring to this model. The conclusion of Coffield et al. was as follows:
Despite a large and evolving research programme, forceful claims made for impact are questionable because of limitations in many of the supporting studies and the lack of independent research on the model.
Coffield's critique of Gregorc's Style Delineator
Coffield's team claimed that another model, Gregorc's Style Delineator (GSD), was "theoretically and psychometrically flawed" and "not suitable for the assessment of individuals."
The critique regarding Kolb's model
Mark K. Smith compiled and reviewed some critiques of Kolb’s model in his article, “David A. Kolb on Experiential Learning”. According to Smith’s research, there are six key issues regarding the model. They are as follows: 1) the model doesn’t adequately address the process of reflection; 2) the claims it makes about the four learning styles are extravagant; 3) it doesn’t sufficiently address the fact of different cultural conditions and experiences; 4) the idea of stages/steps doesn’t necessarily match reality; 5) it has only weak empirical evidence; 6) the relationship between learning processes and knowledge is more complex than Kolb draws it.Other critiques
Coffield and his colleagues and Mark Smith are not alone in their judgements. DemosDemos
Demos may refer to:* Demos, a rhetorical term for the population of an ancient Greek state** Deme or Demoi, the term for an ancient subdivision of Attica, Greece...
, a UK think tank, published a report on learning styles prepared by a group chaired by David Hargreaves
David Hargreaves
David Hargreaves is Associate Director for Development and Research of the Specialist Schools and Academies Trust . He is a Fellow of Wolfson College, Cambridge and Foundation Academician of the Academy of the Social Sciences....
that included Usha Goswami from Cambridge University
University of Cambridge
The University of Cambridge is a public research university located in Cambridge, United Kingdom. It is the second-oldest university in both the United Kingdom and the English-speaking world , and the seventh-oldest globally...
and David Wood from the University of Nottingham
University of Nottingham
The University of Nottingham is a public research university based in Nottingham, United Kingdom, with further campuses in Ningbo, China and Kuala Lumpur, Malaysia...
. The Demos report said that the evidence for learning styles was "highly variable", and that practitioners were "not by any means frank about the evidence for their work."
Cautioning against interpreting neuropsychological research as supporting the applicability of learning style theory, John Geake, Professor of Education at the UK's Oxford Brookes University
Oxford Brookes University
Oxford Brookes University is a new university in Oxford, England. It was named to honour the school's founding principal, John Brookes. It has been ranked as the best new university by the Sunday Times University Guide 10 years in a row...
, and a research collaborator with Oxford University's Centre for Functional Magnetic Resonance Imaging of the Brain, commented that
We need to take extreme care when moving from the lab to the classroom. We do remember things visually and aurally, but information isn't defined by how it was received.
The 2009 APS Critique
The Association for Psychological Science (APS) commissions panels of leading psychologists and cognitive scientists to evaluate topics of public interest, and publishes their reports in Psychological Science in the Public Interest. As one commentator described it, the journal “has an interesting premise. The editor recruits three or four top researchers to review the scientific literature on a complex topic of public import. The researchers must be knowledgeable, but not directly involved in prior research on the topic, so that they will be impartial.”In late 2009, Psychological Science in the Public Interest published a report on the scientific validity of learning styles practices (Pashler et al., 2009). The panel was chaired by Hal Pashler (University of California, San Diego); the other members were Mark McDaniel (Washington University), Doug Rohrer (University of South Florida), and Robert Bjork (University of California, Los Angeles). The panel concluded that an adequate evaluation of the learning styles hypothesis – the idea that optimal learning demands that students receive instruction tailored to their learning styles – requires a particular kind of study. Specifically, students should be grouped into the learning style categories that are being evaluated (e.g., visual learners vs. verbal learners), and then students in each group must be randomly assigned to one of the learning methods (e.g., visual learning or verbal learning), so that some students will be “matched” and others will be “mismatched.” At the end of the experiment, all students must sit for the same test. If the learning style hypothesis is correct, then, for example, visual learners should learn better with the visual method, whereas auditory learners should learn better with auditory method. Notably, other authors have reached the same conclusion (e.g., Massa & Mayer, 2006).
As disclosed in the report, the panel found that studies utilizing this essential research design were virtually absent from the learning styles literature. In fact, the panel was able to find only a few studies with this research design, and all but one of these studies were negative findings - that is, they found that the same learning method was superior for all kinds of students (e.g., Massa & Mayer, 2006).
Furthermore, the panel noted that, even if the requisite finding were obtained, the benefits would need to be large, and not just statistically significant, before learning style interventions could be recommended as cost-effective. That is, the cost of evaluating and classifying students by their learning style, and then providing customized instruction would need to be more beneficial than other interventions (e.g., one-on-one tutoring, after school remediation programs, etc.).
As a consequence, the panel concluded, “at present, there is no adequate evidence base to justify incorporating learning styles assessments into general educational practice. Thus, limited education resources would better be devoted to adopting other educational practices that have strong evidence base, of which there are an increasing number.”
The article incited critical comments from some defenders of learning styles. The Chronicle of Higher Education reported that Robert Sternberg
Robert Sternberg
Robert Jeffrey Sternberg , is an American psychologist and psychometrician and Provost at Oklahoma State University. He was formerly the Dean of Arts and Sciences at Tufts University, IBM Professor of Psychology and Education at Yale University and the President of the American Psychological...
from Tufts University spoke out against the paper: “Several of the most-cited researchers on learning styles, Mr. Sternberg points out, do not appear in the paper's bibliography.” This charge was also discussed by Science Magazine, which reported that Pashler said, “Just so…most of [the evidence] is ‘weak.’"
Applications: Learning styles in the classroom
Various researchers have attempted to provide ways in which learning style theory can take effect in the classroom. Two such scholars are Dr. Rita Dunn and Dr. Kenneth Dunn.In their book, Teaching Students Through Their Individual Learning Styles: A Practical Approach, they give a background of how learners are affected by elements of the classroom and follow it with recommendations of how to accommodate students’ learning strengths. Dunn and Dunn write that “learners are affected by their: (1) immediate environment (sound, light, temperature, and design); (2) own emotionality (motivation, persistence, responsibility, and need for structure or flexibility); (3) sociological needs (self, pair, peers, team, adult, or varied); and (4) physical needs (perceptual strengths, intake, time, and mobility) ”.
They analyze other research and make the claim that not only can students identify their preferred learning styles, but that students also score higher on tests, have better attitudes, and are more efficient if they are taught in ways to which they can more easily relate. Therefore, it is to the educator’s advantage to teach and test students in their preferred styles.
Although learning styles will inevitably differ among students in the classroom, Dunn and Dunn say that teachers should try to make changes in their classroom that will be beneficial to every learning style. Some of these changes include room redesign, the development of small-group techniques, and the development of Contract Activity Packages. Redesigning the classroom involves locating dividers that can be used to arrange the room creatively (such as having different learning stations and instructional areas), clearing the floor area, and incorporating student thoughts and ideas into the design of the classroom.
Small-group techniques often include a “circle of knowledge” in which students sit in a circle and discuss a subject collaboratively as well as other techniques such as team learning and brainstorming. Contract Activity Packages are educational plans that facilitate learning by using the following elements: 1) clear statement of what the students needs to learn; 2) multisensory resources (auditory, visual, tactile, kinesthetic) that teach the required information; 3) activities through which the newly-mastered information can be used creatively; 4) the sharing of creative projects within small groups of classmates; 5) at least 3 small-group techniques; 6) a pre-test, a self-test, and a post-test.
Another scholar who believes that learning styles should have an effect on the classroom is Marilee Sprenger, as evidenced by her book, Differentiation through Learning Styles and Memory.
Sprenger bases her recommendations for classroom learning on three premises: 1) Teachers can be learners, and learners can be teachers. We are all both. 2) Everyone can learn under the right circumstances. 3) Learning is fun! Make it appealing.
She details various ways in which teachers can teach so that students will remember. She categorizes these teaching methods according to which learning style they fit—visual, auditory, or tactile/kinesthetic.
Methods for visual learners include ensuring that students can see words written down, using pictures when describing things, drawing time lines for events in history, writing assignments on the board, using overhead transparencies/handouts, and writing down instructions.
Methods for auditory learners include repeating difficult words and concepts aloud, incorporating small-group discussion, organizing debates, listening to books on tape, writing oral reports, and encouraging oral interpretation.
Methods for tactile/kinesthetic learners include providing hands-on activities (experiments, etc.), assigning projects, having frequent breaks to allow movement, using visual aids and objects in the lesson, using role play, and having field trips.
By using a variety of teaching methods from each of these categories, teachers are able to accommodate different learning styles. They are also able to challenge students to learn in different ways. Just as Kolb suggested that students who use all 4 approaches of his learning cycle learn more effectively, students who are able to learn through a variety of ways are more effective learners.
Research evaluating the high, intermediate, and moderate levels of teacher-centered versus learner-centered learning styles have found the congruent groups have no significant differences in achievement than incongruent groups (Spoon & Schell, 1998). Furthermore, learning style was significantly different on demographic variables, specifically age, suggesting a change in learning style as one gets older and acquires more experience. While significant age differences did occur, as well as no experimental manipulation of classroom assignment, the findings do call into question the aim of congruent teaching-learning styles in the classroom.
See also
- Theory of multiple intelligencesTheory of multiple intelligencesThe theory of multiple intelligences was proposed by Howard Gardner in 1983 as a model of intelligence that differentiates intelligence into various specific modalities, rather than seeing it as dominated by a single general ability....
- Big Five personality traitsBig Five personality traitsIn contemporary psychology, the "Big Five" factors of personality are five broad domains or dimensions of personality which are used to describe human personality....
- Cognitive styles
- Constructivism (learning theory)Constructivism (learning theory)Constructivism is a theory of knowledge that argues that humans generate knowledge and meaning from an interaction between their experiences and their ideas. During infancy, it was an interaction between human experiences and their reflexes or behavior-patterns. Piaget called these systems of...
- EducationEducationEducation in its broadest, general sense is the means through which the aims and habits of a group of people lives on from one generation to the next. Generally, it occurs through any experience that has a formative effect on the way one thinks, feels, or acts...
- Educational psychologyEducational psychologyEducational psychology is the study of how humans learn in educational settings, the effectiveness of educational interventions, the psychology of teaching, and the social psychology of schools as organizations. Educational psychology is concerned with how students learn and develop, often focusing...
- Educational psychology for teachers
- Forer effectForer effectThe Forer effect is the observation that individuals will give high accuracy ratings to descriptions of their personality that supposedly are tailored specifically for them, but are in fact vague and general enough to apply to a wide range of people...
- Individual differences psychologyIndividual differences psychologyThe science of psychology studies people at three levels of focus captured by the well-known quotation: “Every man is in certain respects like all other men, like some other men, like no other man" ....
- LearningLearningLearning is acquiring new or modifying existing knowledge, behaviors, skills, values, or preferences and may involve synthesizing different types of information. The ability to learn is possessed by humans, animals and some machines. Progress over time tends to follow learning curves.Human learning...
- MetacognitionMetacognitionMetacognition is defined as "cognition about cognition", or "knowing about knowing." It can take many forms; it includes knowledge about when and how to use particular strategies for learning or for problem solving...
- Montessori methodMontessori methodMontessori education is an educational approach developed by Italian physician and educator Maria Montessori. Montessori education is practiced in an estimated 20,000 schools worldwide, serving children from birth to eighteen years old.-Overview:...
External links
- Kolb Learning Style Inventory
- Honey and Mumford Learning Styles Questionnaire
- Jackson's hybrid model of learning in personality
- Learning Styles Programs and Strategies by Michael Choy
- Introduction to learning styles by Ann Harris, Ferl, Becta
- NC State University (Online Test)
- Reaching the second tier learning and teaching styles in college science education
- Learning styles and strategies - Richard M. Felder
- University of Minnesota resources on learning styles
- Myers-Briggs and learning styles
- Tutorial on learning styles
- Indiana State University learning styles site
- Paragon learning styles inventory
- James Madison University learning styles site
- University of South Dakota learning styles resources
- Clemson University presentation on Cognitive Profile for learning styles
- A collection of learning style typologies is available as part of the Structure of Concern project.