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Training
Overview
• When and why is training necessary?
• How should a training program be conducted?
• How are training needs determined?
• What goes into the design of an effective training
  program?
• What are some of the commonly used training
  methods?
• How can we determine whether training has been
  effective?
Employee Training
Why?
• Provide knowledge and skills required to perform
  effectively.

When?
• New hires (to complement selection)
• Change of jobs (e.g., transfer, promotion)
• Change to jobs (e.g., new technology; realignment)
• Performance deficiencies detected
Employee Development
Why?
• Prepare employees for future positions
• Upgrade general skills for personal growth

When?
• Internal promotion policy
• QWL programs
• Team building
• Developing/changing organizational culture
The Training Process
                       Step 1
                   Conduct training
                    needs analyses

                        Step 2
                   Develop training
                      objectives
    Step 7                                     Step 3
measure training                         Review available
    results                              training methods


      Step 6                                   Step 4
   Implement                               Design/select
training program                         training methods
                          Step 5
                     Design training
                   evaluation approach
Needs Analysis
Levels of Analysis
1. Organizational Analysis
     Identification of short- and long-term goals
     Identification of human resource needs
     Evaluation of methods of meeting HR needs (e.g.,
     selection, training)
     Assessment of resource availability
     Evaluation of support for transfer of training
Needs Analysis
Levels of Analysis
2. Task (Job) Analysis
     Identification of: tasks
                        standards
                        optimal procedures
Needs Analysis
Levels of Analysis
3. Person Analysis
     Evaluation of individual against standards
     Identification of deficiencies
     Identification of causes (e.g., motivation vs. ability)
Needs Analysis
Levels of Analysis
4. Demographic Analysis
     Assess the specific training needs of various
     demographic groups (e.g., the disabled, or those
     protected by civil rights legislation).
Other Common Reasons
              for Training
• Poor performance (without analysis)
   “They’re not performing, therefore they must need
     training”
• Fad
   “Everyone else is doing it”
• Reward
   “They deserve it”
• Habit
   “We’ve always done it. Besides, we have a budget for it”
Types of Training Programs
On-Site Training
• On-the-job training
• Apprentice training
• Coaching/mentoring
• Job rotation
• On-line help (as needed)
Types of Training Programs
Off-Site Training
• Lectures/seminars
• Multi-media presentations
• Programmed/Computer-assisted instruction
• Simulation
• Cases studies/management games
• Role-playing
• Behaviour modelling
Selection and Development of
        Training Methods
Factors to Consider
1. Purpose (based on needs analysis)
   Common objectives include
      Information acquisition
      Skills development (e.g., motor, interpersonal,
      problem solving, decision-making)
Selection and Development of
        Training Methods
Factors to Consider
2. Principles of Learning
   i. Motivation to learn
            Relevance and meaningfulness
            Adequate preparation & self-efficacy
            Choice/participation (e.g., time, content)
            Clear goals
            Reinforcement
   ii.    Feedback
   iii.   Opportunity to practice
Selection and Development of
        Training Methods
Factors to Consider
3. Transfer of Training
   Facilitated by:
     Similarity of setting and task
     Overlearning
     Teaching of general principles
     Reinforcement of transfer
Selection and Development of
       Training Methods
Factors to Consider
4. Individual Differences
   Should accommodate differences in:
     Readiness to learn
     Motivation to learn
     Preferred learning style
Selection and Development of
        Training Methods
Factors to Consider
5. Trainer Qualifications
   Trainers should:
      Have knowledge of the organization
      Be knowledgeable about content
      Be motivated to train
      Understand principles of learning

6. Cost
Evaluation of Training
Criteria (based on Kirkpatrick, 1976)
• Reaction
    Did employees like the training, think it was useful, feel
    more confident in their abilities?
• Learning
    Did employees learn anything new?
• Behavioural
    Do trainees behave any differently back on the job?
• Results
    Did the training have the desired outcome?
Designing an Evaluation Study
Issues to Consider
1. Internal Validity
      accuracy of inference concerning effect of training
2. External Validity
      accuracy of inference regarding generalizability
3. Construct Validity
      accuracy of inference about why the training worked
Research Designs
               Pre-experimental Designs

  • One-group Posttest Only Design
                             T       X

  • One-group Pre-test / Post-test Design
               X                 T               X

Key
X = measure   T = training       R = random assignment
Threats to Internal Validity
Threats controlled by Random Assignment
• History
• Maturation
• Selection
• Testing
• Instrumentation
• Attrition (Mortality)
• Statistical Regression
Research Designs
                  Experimental Designs
  • Pre-test / Post-test Control Group Design
                 R X         T      X
                 R X                X
  • Pre-test Only Control Group Design
                     R T       X
                     R          X

Key
X = measure   T = training   R = random assignment
Research Designs
                  Experimental Designs
  • Solomon Four-Group Design
                   R         X       T        X
                   R         X                X
                   R                 T        X
                   R                          X


Key
X = measure   T = training       R = random assignment
Threats to Internal Validity
Threats not controlled by Random Assignment
• Local history
• Diffusion or imitation of treatment
• Compensatory equalization of treatment
• Compensatory rivalry
• Resentful demoralization
Research Designs
              Quasi-experimental Designs
  • Pre-test / Post-test Nonequivalent Groups Design
                   X      T     X
                   X            X
  • Alternate Treatments Design
           X       T      X                          X
           X             X      T                    X

Key
X = measure   T = training   R = random assignment
Research Designs
              Quasi-experimental Designs
  • Time-series Design
          X   X     X        X    T     X     X     X    X




Key
X = measure   T = training       R = random assignment
Outcome




                               x
                                            x    x
                                        x
              x          x
          x       x



          1   2   3     4     5         6   7    8

                      training occurs           Time
Threats to External Validity
Examples
• Interaction of testing and treatment
• Interaction of setting and treatment
• Interaction of history and treatment
• etc.
Threats to Construct Validity
Examples:
• Placebo effect
• Hawthorne effect
• Pygmalion effect
Evaluation of Training:
            An Example
Source: Latham & Saari (1979)

Purpose: Evaluate the effectiveness of behaviour
  modelling as a training technique
Evaluation of Training:
              An Example
Focus of Training:
• Orienting new employees
• Giving recognition
• Motivating poor performers
• Correcting poor habits
• Discussing potential disciplinary action
• Reducing absenteeism
• Handling a complaining employee
• Reducing turnover
• Overcoming resistance to change
Evaluation of Training:
           An Example
Length of Training: 2 hrs/wk for 9 weeks
Training Procedure:
• Initial instructions (learning points)
• Videotape of model
• Role-playing
• Feedback
• Monitoring and reinforcement
Evaluation of Training:
             An Example
Research Design:
• Participants were male first-line supervisors
• Randomly divided into two groups
     Experimental (training)
     Control (waiting list)
Evaluation of Training:
               An Example
Dependent Measures and Results:
• Reactions - Survey of attitudes immediately following
                 training & 6 months later
               - Ratings were found to be uniformly high
• Learning     - Multiple choice test administered 6 months after
                 training
               - Exp’t > Control
• Behaviour    - Role playing 3 months after training
               - Exp’t > Control
• Results      - Performance appraisal (standard and BOS)
               - Pre-training: Exp’t = Control
               - Post-training: Exp’t > Control

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A To Z On Training 1 320

  • 2. Overview • When and why is training necessary? • How should a training program be conducted? • How are training needs determined? • What goes into the design of an effective training program? • What are some of the commonly used training methods? • How can we determine whether training has been effective?
  • 3. Employee Training Why? • Provide knowledge and skills required to perform effectively. When? • New hires (to complement selection) • Change of jobs (e.g., transfer, promotion) • Change to jobs (e.g., new technology; realignment) • Performance deficiencies detected
  • 4. Employee Development Why? • Prepare employees for future positions • Upgrade general skills for personal growth When? • Internal promotion policy • QWL programs • Team building • Developing/changing organizational culture
  • 5. The Training Process Step 1 Conduct training needs analyses Step 2 Develop training objectives Step 7 Step 3 measure training Review available results training methods Step 6 Step 4 Implement Design/select training program training methods Step 5 Design training evaluation approach
  • 6. Needs Analysis Levels of Analysis 1. Organizational Analysis Identification of short- and long-term goals Identification of human resource needs Evaluation of methods of meeting HR needs (e.g., selection, training) Assessment of resource availability Evaluation of support for transfer of training
  • 7. Needs Analysis Levels of Analysis 2. Task (Job) Analysis Identification of: tasks standards optimal procedures
  • 8. Needs Analysis Levels of Analysis 3. Person Analysis Evaluation of individual against standards Identification of deficiencies Identification of causes (e.g., motivation vs. ability)
  • 9. Needs Analysis Levels of Analysis 4. Demographic Analysis Assess the specific training needs of various demographic groups (e.g., the disabled, or those protected by civil rights legislation).
  • 10. Other Common Reasons for Training • Poor performance (without analysis) “They’re not performing, therefore they must need training” • Fad “Everyone else is doing it” • Reward “They deserve it” • Habit “We’ve always done it. Besides, we have a budget for it”
  • 11. Types of Training Programs On-Site Training • On-the-job training • Apprentice training • Coaching/mentoring • Job rotation • On-line help (as needed)
  • 12. Types of Training Programs Off-Site Training • Lectures/seminars • Multi-media presentations • Programmed/Computer-assisted instruction • Simulation • Cases studies/management games • Role-playing • Behaviour modelling
  • 13. Selection and Development of Training Methods Factors to Consider 1. Purpose (based on needs analysis) Common objectives include Information acquisition Skills development (e.g., motor, interpersonal, problem solving, decision-making)
  • 14. Selection and Development of Training Methods Factors to Consider 2. Principles of Learning i. Motivation to learn Relevance and meaningfulness Adequate preparation & self-efficacy Choice/participation (e.g., time, content) Clear goals Reinforcement ii. Feedback iii. Opportunity to practice
  • 15. Selection and Development of Training Methods Factors to Consider 3. Transfer of Training Facilitated by: Similarity of setting and task Overlearning Teaching of general principles Reinforcement of transfer
  • 16. Selection and Development of Training Methods Factors to Consider 4. Individual Differences Should accommodate differences in: Readiness to learn Motivation to learn Preferred learning style
  • 17. Selection and Development of Training Methods Factors to Consider 5. Trainer Qualifications Trainers should: Have knowledge of the organization Be knowledgeable about content Be motivated to train Understand principles of learning 6. Cost
  • 18. Evaluation of Training Criteria (based on Kirkpatrick, 1976) • Reaction Did employees like the training, think it was useful, feel more confident in their abilities? • Learning Did employees learn anything new? • Behavioural Do trainees behave any differently back on the job? • Results Did the training have the desired outcome?
  • 19. Designing an Evaluation Study Issues to Consider 1. Internal Validity accuracy of inference concerning effect of training 2. External Validity accuracy of inference regarding generalizability 3. Construct Validity accuracy of inference about why the training worked
  • 20. Research Designs Pre-experimental Designs • One-group Posttest Only Design T X • One-group Pre-test / Post-test Design X T X Key X = measure T = training R = random assignment
  • 21. Threats to Internal Validity Threats controlled by Random Assignment • History • Maturation • Selection • Testing • Instrumentation • Attrition (Mortality) • Statistical Regression
  • 22. Research Designs Experimental Designs • Pre-test / Post-test Control Group Design R X T X R X X • Pre-test Only Control Group Design R T X R X Key X = measure T = training R = random assignment
  • 23. Research Designs Experimental Designs • Solomon Four-Group Design R X T X R X X R T X R X Key X = measure T = training R = random assignment
  • 24. Threats to Internal Validity Threats not controlled by Random Assignment • Local history • Diffusion or imitation of treatment • Compensatory equalization of treatment • Compensatory rivalry • Resentful demoralization
  • 25. Research Designs Quasi-experimental Designs • Pre-test / Post-test Nonequivalent Groups Design X T X X X • Alternate Treatments Design X T X X X X T X Key X = measure T = training R = random assignment
  • 26. Research Designs Quasi-experimental Designs • Time-series Design X X X X T X X X X Key X = measure T = training R = random assignment
  • 27. Outcome x x x x x x x x 1 2 3 4 5 6 7 8 training occurs Time
  • 28. Threats to External Validity Examples • Interaction of testing and treatment • Interaction of setting and treatment • Interaction of history and treatment • etc.
  • 29. Threats to Construct Validity Examples: • Placebo effect • Hawthorne effect • Pygmalion effect
  • 30. Evaluation of Training: An Example Source: Latham & Saari (1979) Purpose: Evaluate the effectiveness of behaviour modelling as a training technique
  • 31. Evaluation of Training: An Example Focus of Training: • Orienting new employees • Giving recognition • Motivating poor performers • Correcting poor habits • Discussing potential disciplinary action • Reducing absenteeism • Handling a complaining employee • Reducing turnover • Overcoming resistance to change
  • 32. Evaluation of Training: An Example Length of Training: 2 hrs/wk for 9 weeks Training Procedure: • Initial instructions (learning points) • Videotape of model • Role-playing • Feedback • Monitoring and reinforcement
  • 33. Evaluation of Training: An Example Research Design: • Participants were male first-line supervisors • Randomly divided into two groups Experimental (training) Control (waiting list)
  • 34. Evaluation of Training: An Example Dependent Measures and Results: • Reactions - Survey of attitudes immediately following training & 6 months later - Ratings were found to be uniformly high • Learning - Multiple choice test administered 6 months after training - Exp’t > Control • Behaviour - Role playing 3 months after training - Exp’t > Control • Results - Performance appraisal (standard and BOS) - Pre-training: Exp’t = Control - Post-training: Exp’t > Control