LEARNING AND TRANSFER OF LEARNING P R E PA R E D B Y A H M E D A LY K H A L I FA TOPICS What is learning ? What is learned The implications of learning theory for instructional design. The Learning process Incorporate adult learning theory into the design of a training program. Describe how learners receive, process, store, retrieve, and act upon information. Implications of the Learning Process and Transfer of Training for Instruction The features of instruction and the work environment that are necessary for learning and transfer of training Obstacles in the work environment That Inhibit Transfer of Training Characteristics of a positive climate for transfer of training Learning Outcomes ENERGIZING TRAINING MEANS BETTER LEARNING AND TRANSFER OF TRAINING Boring lectures, lack of meaningful content in e-learning, training that doesn’t give employees the opportunity to practice and receive feedback—all demotivate trainees and make it difficult for them to learn and use what they learned on the job. How- ever, many companies are using innovative instructional methods to make training more interesting and to help trainees learn and apply it to their work. certain conditions must be present for learning to occur and employees to use what they learned on their jobs. These include : (1) providing opportunities for trainees to practice and receive feedback, i.e., information about how well people are meeting the training objectives, (2) offering meaningful training content, (3) identifying any prerequisites that trainees need to complete the program successfully, (4) allowing trainees to learn through observation and experience, and (5) ensuring that the work environment, including managers and peers, support learning and use of skills on the job. For example, feedback from trainers and mentors is provided at Mindtree Limited and Nemours. It is important to realize that for training to be effective, both learning and transfer of training are needed. Trainees can fail or incorrectly apply training content (what was emphasized in training) to their jobs, either because the training was not conducive to learning, the work environment provides them with the opportunity to use training content or supports its correct use, or both. Also, it is a mistake to consider transfer of training as something to be concerned about after training because it deals with the use of training content on the job. Instead, transfer of training should be considered during the design or purchase of training. If you wait until after training to consider transfer of training, it is likely too late. Trainees’ perceptions of the work environment and its support for training have likely influenced their motivation to learn and what, if anything, they have learned Intellectual skills include concepts and rules, which are critical to solve problems, serve customers, and create products. For example, a manager must know the steps in the performance appraisal process (e.g., gather data, summarize data, or prepare for an appraisal interview with an employee) in order to conduct an employee appraisal. Motor skills include coordination of physical movements. For example, a telephone repair person must have the coordination and dexterity required to climb ladders and tele- phone poles. Attitudes are a combination of beliefs and feelings that predispose a person to behave a certain way. Attitudes include a cognitive component (beliefs), an affective component (feeling), and an intentional component (the way a person intends to behave with regard to the focus of the attitude). LEARNING THEORIES LEARNING THEORIES GOAL THEORY Affect the amount of effort that a trainee will expend in learning, Refers to the goals held by a trainee in a learning situation it includes learning orientation Performance orientation (refers to learners who focus on task performance, Persons with a performance orientation define success as high performance relative to others, value high ability more than learning, and find that errors and mistakes cause anxiety and want to avoid them, will direct more attention to performing well and less effort to learning) NEEDS THEORIES A need is a deficiency that a person is experiencing at any point in time. A need motivates a person to behave in a manner that satisfies the deficiency need theories focused on physiological needs, relatedness needs (needs to interact with other persons), and growth needs, persons start by trying to satisfy needs at the lowest level, then progress up the hierarchy as lower-level needs are satisfied Need theories suggest that to motivate learning, trainers should identify trainees’ needs and communicate how training program content relates to fulfilling these needs Also, if certain basic needs of trainees (e.g., physiological and safety needs) are not met, they are unlikely to be motivated to learn. EXPECTANCY THEORY Expectancy theory suggests that a person’s behavior is based on three factors: expectancy, instrumentality, and valence. Beliefs about the link between trying to perform a behavior and actually performing well are called expectancies. Expectancy is similar to self-efficacy. In expectancy theory, a belief that performing a given behavior (e.g., attending a training program) is associated with a particular outcome (e.g., being able to better perform your job) is called instrumentality. Valence is the value that person places on an outcome (e.g., how important it is to perform better on the job). EXPECTANCY THEORY CONT…. EXPECTANCY THEORY CONT…. From a training perspective, expectancy theory suggests that learning is most likely to occur when employees believe that they can learn the content of the program (expectancy). Also, learning and transfer of training are enhanced when they are linked to outcomes such as better job performance, a salary increase, or peer recognition (instrumentality), and when employees value these outcomes (valence). ADULT LEARNING THEORY Knowles’s model is based on several assumptions: 1. Adults have the need to know why they are learning something. 2. Adults have a need to be self-directed. 3. Adults bring more work-related experiences into the learning situation. 4. Adults enter a learning experience with a problem-centered approach to learning. 5. Adults are motivated to learn by both extrinsic and intrinsic motivators INFORMATION PROCESSING THEORY Compared to other learning theories, information processing theories give more emphasis to the internal processes that occur when training content is learned and retained It propose that information or messages taken in by the learner undergo several transformations in the human brain Besides emphasizing the internal processes needed to capture, store, retrieve, and respond to messages, the information processing model highlights how external events influence learning. INFORMATION PROCESSING THEORY COT… INFORMATION PROCESSING THEORY COT… These events include 1. Changes in the intensity or frequency of the stimulus that affect attention. 2. Informing the learner of the objectives to establish an expectation. 3. Enhancing perceptual features of the material. 4. Verbal instructions, pictures, diagrams, and maps suggesting ways to code the training content 5. Meaningful learning context (examples, problems). 6. Demonstration or verbal instructions helping to organize the learner’s response, as well as facilitating the selection of the correct response. TRANSFER OF TRAINING THEORY It is more likely to occur when the trainee works on tasks during training (e.g., knowledge, equipment, or processes) that are very similar, if not identical, to the work environment (near transfer). Transfer of training is more difficult when tasks during training are different from the work environment, i.e., far transfer, such as applying customer service principles to interaction with an angry customer in front of a long line of customers at a cash register TRANSFER OF TRAINING THEORY CONT…. Closed skills refer to training objectives that are linked to learning specific skills that are to be identically produced by the trainee on their job. There is only one correct way to complete a task if it requires closed skills. open skills are linked to more general learning principles. For example, customer service skills are examples of open skills. There is not a single correct way to perform and the learner is given some general principles to follow, Open skills are more difficult to train than closed skills because they require the trainee to not only acquire and recall general principles, but also to consider how they can be adapted and used to fit a wide range of circumstances THREE THEORIES OF TRANSFER OF TRAINING HAVE IMPLICATIONS FOR TRAINING DESIGN 1. The theory of identical elements proposes that transfer of training occurs when what is being learned in the training session is identical to what the trainee has to perform on the job. 2. The stimulus generalization approach suggests that the way to understand the transfer of training issue is to construct training so that the most important features or general principles are emphasized 3. According to the cognitive theory of transfer, the likelihood of transfer depends on the trainees’ ability to retrieve learned capabilities. THE LEARNING PROCESS 1. Mental and Physical Processes The learning processes, which include expectancy, perception, working storage, semantic encoding, long-term storage, retrieval, generalizing, and gratification, emphasizes that learning depends on the learner’s cognitive processes, including attending to what is to be learned THE LEARNING PROCESS CONT…. 2. The Learning Cycle Learning can be considered dynamic cycle that involves Four stage 1. Concrete experience 2. Reflective observation 3. Abstract conceptualization 4. Active experimentation Trainee encounters (concrete experience} E.g. work problem This is followed by thinking (reflective observation)About the problem Which leads to generation of ideas of how to solve the problem{ abstract conceptualization} Ana finally to implementation of the ideas directly to the problem (active experimentation) THE LEARNING PROCESS CONT…. learning styles should be considered to adjust the training or instructional strategy LEARNING CHARACTERISTICS THE LEARNING CYCLE CONT… Learning characteristics 1. DIVERGER good At generating ideas, seeing a situation from multiple perspectives, and being aware of meaning and value Tends to be interested in people, culture, and the art 2. Assimilator Tends to be less concerned with people than with ideas and abstract concepts LEARNING CHARACTERISTICS CONT… 3. Converge Prefers dealing with technical tasks rather than interpersonal issue 4. Accommodator - Is good at implementing decisions, carrying out plans, and getting involved in new experiences - Tends to be at ease with people but may be seen as impatient or pushy. IMPLICATIONS OF THE LEARNING PROCESS AND TRANSFER OF TRAINING FOR INSTRUCTION Employees Need to Know the Objectives Employees Need Meaningful Training Content Employees Need Opportunities to Practice Employees Need to Commit Training Content to Memory Employees Need Feedback Employees Learn Through Observation, Experience, and Interaction Employees Need the Training Program To Be Properly Coordinated and Arranged EXAMPLES OF PERFORMANCE OR OUTCOMES FOR OBJECTIVES Performance Arrange , Define ,list ,recall ,repeat classify ,discuss ,explain ,review Translate ,apply ,choose ,demonstrate ,prepare analyze, collect, EMPLOYEES LEARN THROUGH EMPLOYEES LEARN THROUGH OBSERVATION, Employees learn is through observing and imitating the actions of models. EXPERIENCE, AND After observing the model, trainees should have the opportunity in practice sessions to reproduce the skills or behavior shown by the model. INTERACTION Employees also learn best through interaction Interacting with training content with other learners Like : reading text on the web or in books, listening to multimedia modules case studies and worksheets, or creating new content based on learned information THREE TYPES OF INSTRUCTIONAL INTERACTION 1. Learner-content Requires mastering a task that is completed alone 2. Learner-learner with or without an instructor , sharing experience with peers e (such as tacit knowledge) 3. Learner-instructor Learner-instructor discussions can be useful for helping learners understand content, enhance learners’ self-awareness and self-assessment, gain an appreciation for different opinions, and implement ideas on the job. OBSTACLES IN THE WORK ENVIRONMENT THAT INHIBIT TRANSFER OF TRAINING Obstacle Work Conditions Time pressures Inadequate equipment Few opportunities to use skills Inadequate budget Lack of Peer Support Peers discourage use of new knowledge and skills on the job. Peers are unwilling to provide feedback. Peers see training as waste of time. Lack of Management Support Management does not accept ideas or suggestions in training. Management does not discuss training opportunities. Management opposes use of skills learned in training. Management communicates that training is a waste of time. Management is unwilling to provide reinforcement. CHARACTERISTICS OF A POSITIVE CLIMATE FOR TRANSFER OF TRAINING Supervisors and coworkers encourage and set goals for trainees to use new skills and behaviors acquired in training Remind him or her to use new skills and behaviors acquired in training Feedback consequence Lack of punishment Extrinsic reinforcement consequences: Trainees receive extrinsic rewards for using new skills and behaviors acquired in training Intrinsic reinforcement consequences: Trainees receive intrinsic rewards for using new skills and behaviors acquired in training LEARNING OUTCOMES Verbal Information Facts, and propositions Intellectual Skills Knowing how Cognitive Strategies Process of thinking and learning Attitudes Choice of personal action Motor Skills Muscular actions