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The Learning Environment. Key Questions: Is the individual trainable ? How should the training program be arranged to facilitate learning? What can be done to ensure that what was learned in training will be retained and transferred to the job?. Overview of Session. LEARNING
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The Learning Environment • Key Questions: • Is the individual trainable? • How should the training program be arranged to facilitate learning? • What can be done to ensure that what was learned in training will be retained and transferred to the job?
Overview of Session • LEARNING • Trainability • Motivation • Learning Environment • RETENTION • Meaningfulness • Interference • TRANSFER • Positive, Negative, None.
LEARNING: Trainability • ABILITY/TRAINEE READINESS • Pre-requisite trainee characteristics & skills needed for training. • (i.e., mental/quantitative ability, literacy, language; typing ability needed before training in computer program.) • Can be assessed during person analysis needs assessment. • MOTIVATIONISSUES • Attitudes: Do they want to be there? • Assumptions: Who is responsible for learning? • Expectations: What will they get out of this?
Applying Theories of Motivation to the Training Environment • REINFORCEMENT THEORY(Skinner) • Operant Conditioning • Outcomes that increase frequency of response: • Positive Reinforcement (give praise for good behavior) • Negative Reinforcement (remove punishment for good behavior) • Outcomes that decrease frequency of response: • Extinction (stop rewards for bad behavior) • Punishment (criticize/give punishment for bad behavior) • Timing & Schedules: Learning from the rats. • Reinforcement for one may be punishment for another. • Shaping: Use of successive approximations of goal behaviors.
SOCIAL LEARNING THEORY(Bandura) • People learn by watching role models: • Competent & knowledgeable • Like them • May only exhibit behavior when reinforced. • Modeling goal behavior key in training. • Learning affected by self-efficacy; can be increased by: • Verbal persuasion (“You can do it!”) • Logical verification (“It’s like that other thing you did.”) • Modeling (“See, others like you can do it.”) • Past Accomplishments (Once done, do it again to build a record. )
EXPECTANCY THEORY(Vroom) • Effort = Expectancy X (Sum of Instrumentalities X Valence). • Expectancy (effort-performance link) • Trainees have requisite ability; clarify roles & eliminate obstacles. • Does trainee have ability to learn? • Does trainee believe s/he can learn? • Instrumentality (performance-outcome link) • Show relation of training to valued outcome. • Does trainee believe training outcomes promised will be delivered? • Valence (value of outcome) • Are outcomes related to training valued?
EQUITY THEORY(Adams) & JUSTICE THEORY(Greenberg; Folger) • What is the input/outcome ratio? • Are outcomes associated with training fair? Is the training itself fair? • GOAL SETTING THEORY(Locke; Latham) • Set specific, challenging and obtainable goals for trainees. • Match goals to ability of individual. • Give feedback on progress. • NEED THEORIES(Maslow; McClelland; Alderfer) • Lower level needs (physiological, safety) must be met first. • Training in downsizing company? • Different individuals have different needs (social, esteem,security). • Spot high nAch: give them challenging tasks.
DESIGNING THE LEARNING ENVIRONMENT • Training sites and times • Agenda & Training Objectives • Room, seating, climate, breaks & schedule. • Practice: Give trainees opportunity to practice. • Over-learning • Makes response reflexive. • Increases retention & positive transfer. • Use when learning is simulated; response not natural. • Massed vs. Distributive Practice • Mental Models • Help trainees develop schemas that organize information. • Use own experience as a basis for learning.
Whole vs. Part Learning • Part Learning: Task complex or independent. • Whole learning: Task easy or interdependent. (shift). • Feedback • Important for learning and motivation; related to goal setting. • Effective use: • Immediate • Specific • Behavioral • Positive/shaping • Amount: not too little too late/ too much too soon. • Intrinsic feedback: from task itself. • Information gained from task analysis.
RETENTION • LEARNING • Degree of original learning • Practice • Over-learning. • Increase MEANINGFULNESS of material: • Show relation to valued outcomes. • Provide overview of training. • Use real-world examples. • Sequence material in logical order. • Break down complex skills to simple skills. • MOTIVATION
RETENTION INCREASED BY REDUCING INTERFERENCE • PROACTIVE: • Old material interferes with learning new material. • (Driving in England.) • RETROACTIVE: • New material interferes with retention of old material. • (Back in U.S.) • STIMULUS-RESPONSE SIMILARITY: • More similar S-R in new and old situation: less interference. • (Driving new car.)
TRANSFER OF LEARNING • TYPES: Positive, Negative, Zero. • STIMULUS GENERALIZATION THEORY • General principles are applicable to many work settings. • Applicable when work environment is unpredictable and changing • Example: training in interpersonal skills. • IDENTICAL ELEMENTS THEORY • Training environment is identical to work environment. • Applicable when work environment is predictable and stable. • Example: training to use equipment (same S-R). • COGNITION THEORY • Meaningful material and coding schemes enhance storage and recall of training content. • Cognitive maps useful in all types of training.
CLIMATE FOR TRANSFER • Management Support. • Peer Support. • Technological Support & Resources. • Opportunity to Perform. • Positive Reinforcement and Feedback. • Organizational culture: Learning Organizations • Encourage flexibility and experimentation. • Value critical thinking and sharing of knowledge. • Continuous learning ingrained in system. • Employees developed and valued.
SUMMARYGuidelines for Increasing Learning, Retention and Transfer • Maximize the similarity between training and the job. • Design training so that trainees can see its applicability. • Allow trainees to practice task. • Label or identify important features of task. • Use a variety of examples and show relevance of training for valued outcomes. • Make sure general principles are understood before expecting much transfer. • Build trainees’ self-efficacy and cognitive maps. • Make certain trained behaviors are rewarded on the job. • Use needs assessment and pilot test training.
LEARNING THEORY • OVERVIEW: • ADULT LEARNING THEORY • KOLB’S LEARNING STYLES • KOLB’S LEARNING STYLE INVENTORY
ADULT LEARNING THEORY • Pedagogy: art and science of teaching children. • Students are passive and dependent recipients. • Bring few experiences to learning environment. • Andragogy: theory of adult learning (Knowles, 1990). • Adult students are active learners. • Adults bring work-related experiences into the training environment. • Adults have the need to know why they are learning something; not motivated by gold stars or grades. • They are self-directed and active participants in the learning process. • They are motivated by both intrinsic and extrinsic motivators.
Implications of Adult Learning Theory for Training (Knowles, 1990) • Adult’s Self Concept: Mutual planning and collaboration in instruction; control over process. • Experience: Use learner experience as a basis for examples and application. • Readiness: Develop instruction based on the learner’s interests and competencies; specialized training to meet trainees’ needs. • Time Perspective: Immediate application of content. • Orientation to Learning: Problem-centered instead of subject-centered.Applications over theory/lectures. Learning comes from others, not just instructor.
Kolb’s Learning Style Inventory • RANK EACH STATEMENT ACROSS: • 4 = MOST LIKE YOU • 3 = SECOND MOST LIKE YOU • 2 = THIRD MOST LIKE YOU • 1 = LEAST LIKE YOU • Example: • When I learn:__4__ I am happy _1__ I am fast _3__ I am logical _2__I am careful
Overview of LSI • CYCLES OF LEARNING • Four different learning modes. • No single mode completely describes an individual’s learning style. • Individual’s learning style is a combination of the four modes. • Relates to four-stage cycle. • Different learners start at different stages in the cycle. • Effective learning uses each stage.
SCORE LEARNING CYCLE PART OF LSI • How many in each learning mode: • Concrete experience ? • Reflective observation ? • Abstract conceptualization? • Active experimentation ?
STAGES OF LEARNING CYCLES • CONCRETE EXPERIENCE (CE) • Learning by FEELING. • Learning from specific experiences. • Relating to people; sensitivity to feelings & people. • REFLECTIVE OBSERVATION • Learning byWATCHING. • Careful observation before judgment. • Viewing from different perspectives; searching for meaning. • ABSTRACT CONCEPTUALIZATION • Learning by THINKING. • Logical analysis of ideas. • Systematic planning; intellectual understanding of situation. • ACTIVE EXPERIMENTATION • Learning by DOING. • Ability to get things done. • Risk taking; influence people through action.
Example Application • Training on How to Interview for a Job: • Concrete Experience: Learning by feeling. • Role play job interview. • How would the interviewer/ee feel? • Reflective Observation: Learning by watching. • Watch effective and ineffective interviews. • Abstract Conceptualization: Learning by thinking. • Plan interview strategy. Research findings. • Active Experimentation: Learning by doing. • Practice, Practice, Practice.
LEARNING STYLES(Four Combinations of Learning Modes) • ACCOMODATOR (“Hands-On”) • Combination of Active Experimentation (doing) and Concrete Experience (feeling). • Learn from “hands on” experience. • Act on “gut feelings” rather than logical analysis. • Enjoy new and challenging experiences. • Rely on people for solving problems rather than own technical analysis. • Good for action-oriented careers(marketing, sales, public relations). • Strengths: • Gets things done. • Leadership. • Risk- taking.
Too much of this learning style: • Trivial improvements. • Spins wheels. • Meaningless objectives. • Too little of this style: • Work not completed on time. • Impractical plans. • Not directed towards goals. • Develop accomodator learning skills by: • Committing yourself to objectives. • Seek new opportunities for leadership and involvement. • Become personally involved in working with people.
CONVERGER(“Problem Solver”) • Combination of Abstract Conceptualization (thinking) and Active Experimentation (doing). • Best at finding practical uses for ideas and theories. • Prefers to deal with technical tasks than social issues (“tinkerer”; “problem-solver.”) • Good for specialist and technology careers. (medicine, IT, engineer) • Strengths: • Problem solving. • Decision making. • Deductive reasoning. • Defining problems.
Too much of this learning style: • Solve the wrong problem. • Hasty decision making. • Too little of this style: • Lack of focus. • No testing of ideas. • Scattered thoughts. • Develop Converger learning skills by: • Experimenting with new ideas. • Practice making decisions and setting goals. • Practice rational problem solving.
DIVERGER(“Touchy-Feely”) • Combination of Concrete Experience (feeling) and Reflective Observation (watching). • View concrete situations from many viewpoints. • Observe rather than take action. • Enjoys brainstorming and gathering information. • Broad cultural interests. • Good for careers in arts, entertainment & service.(psychology, theater, journalism, HR, consultant) • Strengths: • Imaginative ability. • Understanding people. • Recognizing problems. • Brainstorming.
Too much of this learning style: • Paralyzed by alternatives; see too many options. • Can’t make decisions. • Too little of this learning style: • No ideas. • Can’t recognize problems and opportunities. • Develop Diverger learning skills by: • Increase sensitivity to people’s feelings. • Become more open to different viewpoints. • Gather information; develop brainstorming skills. • Imagine implications of uncertain situations.
ASSIMILATOR(“The Thinker”) • Combination of Abstract Conceptualization (thinking) and Reflective Observation(watching.) • Understands wide range of information; puts information into concise, logical forms. • Less focused on people, more focused on abstract ideas and concepts. • Enjoys logical theories. • Careers in information/science(research, law, librarian, math) • Strengths: • Planning and creating models. • Defining problems. • Developing theories.
Too much of this learning style: • Castles in the air. • No practical applications. • Too little of this learning style: • Unable to learn from mistakes. • No sound basis for work. • No systematic approach. • Develop Assimilator learning skills by: • Organizing information. • Building conceptual models • Testing theories and ideas. • Designing experiments.
CONCLUSION • Trainees have different learning styles. • Trainers have different learning styles. • Assess match and understand bias. • (don’t assume everyone learns like you.) • Use many different techniques that tap different learning styles: • feeling • doing • watching • thinking