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UNIT 7 THE LEARNING PROCESS AND MEMORY DEFINING LEARNING Learning refers to any permanent change in behaviour or knowledge, resulting from experience Kruger et al (1996) defines training as relatively permanent changes that are the result of experience, or processes underlying or causing these changes Learning something that a person did not know before, or doing something that he/she did not do before Also regarded by some as a sequence. The sequence processes information in three distinct stages: An active perception stage which gives attention to stimuli from the environment A second mentally active stage which make sense of the information Finally, a restructuring and storage phase UNIT 6 THE LEARNING PROCESS AND MEMORY Kolb’s learning cycle: Concrete Experience stage: perception of the objective world Observational and reflective stage: beginning of internalisation Abstract Conceptualisation stage: step back from reality and draw conclusions and generalisations Active Experimentation Stage: check out theories and hunches by testing in new situations UNIT 6 THE LEARNING PROCESS AND MEMORY This theory provides insights into the nature of the cycle: Learners are not passive recipients but need to actively explore and test the environment It demonstrates that there is no end to learning but only another turn of the cycle It identifies the importance of reflection and internalisation It is a useful way of identifying problems in the learning process LEARNING STYLES 4 learning styles according to Kolb: Accommodative: strong preference for concrete experiences and active experiments (hands on) Divergent: preference for concrete experiences, but to reflect on these from different perspectives Assimilative: prefers to swing between reflection and conceptualisation and will use inductive reasoning to develop new theory Convergent: prefers to apply ideas, will take an idea and test it in practice LEARNING STYLES Honey and Mumford simplified Kolb’s learning cycle in the following way that people can either classify themselves as either: Activists: those who are open to new ideas and normally very active Reflectors: Thinking before acting Theorists: The relationship between phenomena Pragmatists: Practical application IMPORTANT CHARACTERISTICS OF THE LEARNING PROCESS Learning is the name given to the process/processes that give rise to perceivable (observable or noticeable) changes in behaviour in situations involving practice, teaching and life experience Changes in behaviour arise from both formal learning situations and life experience The amount of learning that takes place influences the achievement IMPORTANT CHARACTERISTICS OF THE LEARNING PROCESS Learning involves capturing information of an academic or scholastic nature, as well as moral codes, attitudes, customs, habits and skills All learning displayed by animals is usually considered to be the result of conditioning We can distinguish between verbal and non-verbal learning according to what they help learners achieve VARIOUS FORMS OF LEARNING Learning can be classified based on the following criteria: How well a learner must understand what he/she must learn, and The level of consciousness at which learning takes place. VARIOUS FORMS OF LEARNING We can distinguish between the following forms of learning: Associative learning i.e., Classical conditioning Operant conditioning Trial-and-error Cognitive learning Social and moral learning (modelling behaviour) Various forms of learning Various forms of learning can be classified according to a range of criteria, namely: a) How well a learner must understand what he or she must learn and, b) The level of consciousness at which learning takes place. We can distinguish between the following forms of learning: Associative learning (i.e classical conditioning, Operant conditioning and trial–and-error learning) Cognitive learning and Social and moral learning (i.e. modelling behaviour) Various forms of learning Associative Learning According to this mode of learning, behavioural changes are analysed in terms of stimuli and responses. There is therefore a link between stimulus (S) and response (R) of the organism (person or animal). There are three main forms of associative learning: a)Classical conditioning b)Operant Conditioning c)Trial and error learning Classical Conditioning Discovered by the Russian physiologist Ivan Pavlov This process of classical conditioning can be described in terms of the following elements: During classical conditioning, the organism (a person or animal) plays mainly a passive role i.e. the dogs did not actively participate in the process of salivation initiated by the ringing of the bell. An unconditioned stimulus (such as the dog’s food) is presented and this results in an unconditioned response (salivation). A new stimulus or neutral stimulus (the ringing of the bell) is presented immediately before the natural stimulus or unconditioned stimulus (offering food to the dogs). After the above pairing of stimuli was repeated 20 to 40 times, the dogs would salivate in response to the neutral stimulus on its own, that is without the presence of the food. In this way the neutral or new stimulus (the ringing of the bell) is converted into a conditioned stimulus resulting in a conditioned response (salivation). Requirements for the process of Classical Conditioning The conditioned stimulus must be strong enough and specific enough for the learner to perceive it easily. The sequence or order in which the conditioned and unconditioned stimuli are presented is important. Better results are obtained if the conditioned stimulus (the ringing of the bell) is presented immediately before the unconditioned stimulus (the food) is presented. If the stimulus were presented together with the food, conditioning would be less effective. Another important condition is that the delay or period between presenting the conditioned and unconditioned stimuli should not be too long or too short. Conditioning does not happen after only a single presentation or association. The Characteristics of conditioning processes Generalisation Certain situations, objects and stimuli can be so similar that an organism responds to them all in the same way. Discrimination In contrast to generalisation, the conditioned response can be limited by differentiating between the types of stimuli Extinction The question has been asked whether an organism will carry on displaying a conditioned response indefinitely. Pavlov found that the conditioned response will continue, provided the conditioned stimulus is presented from time to time. When the unconditioned stimulus (food) is no longer presented, however, the effect of the conditioned stimulus (sound of bell) on the conditioned reflex or response (salivation) is reduced and the conditioned response disappears completely after a time (Gouws 1988). Spontaneous recovery When giving your pet its food, note how the animal, bird or fish responds when you perform the action. Operant Conditioning Nature of Operant Conditioning Reward and Punishment Operant conditioning is a form of conditioning in which the organism voluntarily displays a response (behaviour) that is either rewarded or punished by an environmental event. In operant conditioning the emphasis is on the response and the appropriate reinforcement of that response, while relatively little attention is paid to cues (signals) and stimuli from the environment. Operant conditioning differs from classical conditioning where the emphasis is on the conditioned stimulus (a bell) that elicits or results in a conditioned response (salivation). Reinforcement In the process of operant conditioning the response of the organism should be repeated if learning is to take place. This is achieved by reinforcing the response so that the response is more likely to recur or happen again. Operant Conditioning Positive reinforcement and Negative reinforcement Positive reinforcement takes place when the presentation of the reinforcer (reward) after the response results in an increase or maintenance of the strength of the response (in other words, the response is stronger or stays the same): i.e. if an employee receives a bonus (reward) each time he/she performs well, he/she will continue to produce good work. Negative reinforcement takes place when the removal of a negative stimulus after the response results in an increase or maintenance of the strength of the response, i.e. If an employee is penalised each time he/she is absent by having his/her bonus taken away, the employer will put in a better effort to be at work to avoid losing the bonus. Obtaining the desired response under operant conditioning The following factors are important in obtaining the desired response Wait for the desired response. The most common method is to wait until the organism displays the desired response, and then to reinforce it. The disadvantage is that one sometimes has to wait a long time before the response is displayed. Increased motivation. The use of increased motivation can increase the probability of obtaining the desired response. Reduction of the number of potential responses. Obtaining the desired response under operant conditioning Verbal instructions. The person carrying out the experiment can explain what response is required by means of verbal instructions. Reinforcement of all responses. A very effective way of obtaining the desired response is to reinforce smaller parts of the desired behaviour or response. Physical role play (modelling). Demonstrating the desired response is also very effective. Trial-and-error learning In this case of trial-and-error, an organism plays an active role, in contrast to the passive role it plays during the classical conditioning process. The process of trial and error learning takes place as follows: Before learning takes place, there must be a state of tension resulting from biological urges or drives and physiological needs. The learner initially experiences a problem, as he/she does not know the best way to satisfy his/her urges or needs. Trial-and-error learning The motivation that the person experiences as a result of the tension releases energy that can be used in a variety of spontaneous reactions. The successful reactions or behaviour is now reinforced through the satisfaction that is gained because the stress has been reduced. We can conclude that the repetition of the effective behaviour means that the effective response is increasingly reinforced and ineffective activities are gradually eliminated. Cognitive learning Cognitive learning can be described as learning that takes place by means of conscious cognitive processes (such as the observation of a model) rather than mechanical conditioning processes (Plug et al, 1987). Forms of cognitive learning Latent learning This is the form of learning that takes place when behaviour is learned in a latent form i.e. without reinforcement. Learning by insight This is the form of learning that involves the final, sudden and spontaneous recognition of relations between given facts Social and Moral Learning Learning also refers to the imprinting of information that a person receives and processes during the course of social interaction with other people. Modelling behaviour This form of learning is referred to as observational learning or learning through imitation, i.e. if an employee observes that his/her supervisor consistently neglects to wear a hard hat when entering a controlled area, he/she may begin to imitate this behaviour and no longer wear his/her hard hat in the controlled area. Social and Moral Learning Modelling consists of three processes of imitation: First people learn skills and social behaviour through their interaction with and resulting imitation of other people. The second process involves the inhibition or loss of inhibition of learnt responses. This means that a person who has already learnt to display a response may learn whether or not to display it under certain circumstances, by observing other people. The third process on which modelling is based is the eliciting of an already learnt response. Principles and Factors Involved in the Learning Process Goal-setting Goal setting is based on the fact that the learning behaviour of individuals is influenced by the conscious striving for goals. Difficult goals motivate the learner more that easy ones, while specific goals are pursued more easily than general ones (Kruger at al 1996). According to the goal-setting theory, there are three important requirements for leaner motivation: Goals must be clear and understandable Goals must be difficult enough to be regarded as a challenge, but not too difficult that learners are discouraged. The ultimate goal must be divided into sub-goals (objectives) during the course. Principles and Factors Involved in the Learning Process Distribution of learning time According to Gouws (1988), learners master subject matter learnt over a number of short periods or sessions more effectively and remember it better than material learnt in a single long session. According to McCormick & Ilngen (1985), the following factors are important with regard to the distribution of learning time: Principles and learning factors continue… Distribution of learning time is more appropriate when motor skills are being learnt than in the case of verbal subject matter or other complex forms of learning. The less significant or meaningful, the more difficult and the greater the scope of the subject matter, the more appropriate the distribution of learning time will be. Subject matter learnt over distributed learning periods is remembered longer than subject matter presented in concentrated units. Principle of learning factors continue.. Knowledge of results (feedback) Feedback or knowledge of results plays a vital part in the learning process, and fulfils two functions (McCormick & Ilngen, 1985): -The first is a directional function because knowledge of behaviour is important if someone is to complete a task successfully, i.e. A crane operator cannot learn how to control the crane without knowing how the crane responds each time a lever is manipulated. -The second is a motivating function because the feedback of positive results reinforces the learner's motivation to learn, i.e. if an employee attends a training course offered by the organisation for which he/she works, knowledge of his/her results has the following benefits: Prinsiple of learning factors continue..… He/she has an indication of his/her progress and a standard for comparison (in other words, he/she might realise that not enough time is being devoted to studying, that he/she is concentrating on the wrong aspects of the work, and so on); - Finally, it is important for the learner to receive his/her results as soon as possible after the test or examinations so that the process of reinforcement can take place. If there is a long delay, the results will be of no value, since it will be difficult for reinforcement to take place. Principle of learning factors continue… Meaningfulness of learning material People find it easier to learn meaningful learning material than meaningless material, i.e. an employee will find it relatively easy to learn instructions on how to operate a piece of equipment if the instructions are expressed in 200 words that form a meaningful whole. However, it would be much more difficult to learn 200 separate words that do not form a meaningful whole. Motivation and learning The learner's motivation is very important. If someone's learning task is meaningful for him/her, and his/her learning is goal-directed or purposeful, the learning is easier than when the person is not motivated, i.e. an employee knows that if he/she successfully completes the course offered by his/her employer, he/she will be promoted, and so he/she studies hard. Receiving the results of his/her tests from time to time and realising that he/she is doing well will also reinforce the employee's motivation to continue to give of his/her best, and successfully complete the course Memory The ability to remember or recall subject matter is an important part of the learning process. A person must be able to repeat what he or she has learnt; otherwise the learning process would have been worthless. 3.1 The nature of memory Plug et al. (1987) describe memory as the reliving of an event from the past, accompanied by the awareness that the event is being relived. Memory is thus the ability of an organism to remember, in other words, the characteristic of an organism that influences future behaviour on the basis of what has already been experienced. Memory is the ability to remember all experiences or only specific experiences The process of memory The process of memory The storage and recall of information The process of memory enables the individual to use what he/she has learnt again. This process of remembering takes place on the following levels: Sensory storage Short-term memory Long-term memory, and Retrieval of information Short-term memory Limited duration (in other words, how long the information is stored). The retention of material/information lasts from two to 60 seconds. Short-term memory is more selective in nature (in other words, one can remember more specific information, such as the sequence of the results of a motor car race) and slightly more permanent than sensory storage. Limited capacity (in other words, the amount of information stored). Short-term memory capacity is more limited than that of sensory storage. It is measured in terms of the number of items that a person can recall faultlessly and in the correct sequence or order after having read through them once. Most people have a memory span of only five to nine items (Gouws, 1988). Long-term Memory According to Jordaan & Jordaan (1990), long-term memory can be distinguished on the basis of the following two aspects: - The ability to receive and store information during observation. The ability to trace and recall information stored in longterm memory. Long-term memory can be described in terms of the following characteristics (Gouws, 1988): Like sensory storage, long-term memory has a large capacity. Long-term memory is usually well organised; in other words, the information stored can be remembered more easily because it is stored in a logical sequence. Long-term Memory The information is sifted (unimportant elements are removed), coded (classified in broad categories) and stored (stored in the memory) and thus forms a component or part of all experience that can be remembered. Information is rearranged when new material is added. The process is not static, but dynamic. Information obtained through any of the senses can be stored. New material can be arranged meaningfully together with old material. Familiar material or information is easier to process or arrange than unfamiliar material. Retrieval of information People are generally less able to retrieve information than to store it. It is also not always possible to retrieve information immediately (Gouws, in Kruger et al, 1988) Other types of mental abilities: Spatial memory Spatial memory is a phrase used to refer to memory for spatial information, such as the geographical layout of a town or the interior of a friend's house. This type of memory requires remembering the position of items or learning how to navigate through a maze. Additionally, some people naturally tend to process information verbally, while others naturally tend to process information spatially or visually (e.g. through pictures). Mental abilities continue.. An individual who tends to process information verbally may score relatively poorly on a test of spatial memory, even though there is nothing "wrong" with that person's memory. When testing a person's memory, it is better to consider both verbal and visual memory to get a complete understanding of that person's memory abilities (Kohonen 1984). Types of memories…. Span memory Span memory refers to the number of items, usually words or numbers that a person can retain and recall. Memory span is a test of working memory (short-term memory). In a typical test of memory span, an examiner reads a list of random numbers aloud at about the rate of one number per second. At the end of a sequence, the person being tested is asked to recall the items in order. The average span for normal adults is 7 (Rosenblatt, 1962). Visual memory This is another form of memory, which requires the ability to isolate and study a form of learning in which words make relatively little contribution as mnemonic aids. These demonstrations should allow you to appreciate how fragile visual memory can be, and how easily memory for one item can be disrupted by successive items. Associative memory This refers to the ability to store mappings of specific input representations to specific output representations i.e. a system that "associates" two patterns such that when one is encountered subsequently, the other can be reliably recalled. In this case, the process of recalling takes place by associating one item with the other. Kohonen draws an analogy between associative memory and an adaptive filter function. Associative memory The filter can be viewed as taking an ordered set of input signals and transforming them into another set of signals, the output of the filter. It is the notion of adaptation, allowing its internal structure to be altered by the transmitted signals, which introduces the concept of memory to the system (Kohonen 1984). Inductive reasoning Induction occurs when we gather bits of specific information together and use our own knowledge and experience in order to make an observation about what must be true. Inductive reasoning does not use syllogisms, but series of observations, in order to reach a conclusion. The reasoning process here is directly opposite to that used in deductive syllogisms. Rather than beginning with a general principle (People who comb their hair wake up on time), the chain of evidence begins with an observation and then combines it with the strength of previous observations in order to arrive at a conclusion (McConkey 1996). Inductive reasoning scenario Consider the following chains of observations: Observation: John came to class late this morning. Observation: John’s hair was uncombed. Prior experience: John is very fussy about his hair. Conclusion: John overslept. Reasoning The reasoning process here is directly opposite to that used in deductive syllogisms. Rather than beginning with a general principle (People who comb their hair wake up on time), the chain of evidence begins with an observation and then combines it with the strength of previous observations in order to arrive at a conclusion (McConkey 1996). Questions and Summary