Training and Development: CHAPTER 6
Return on Investment
--Direct Costs: salaries and benefits for all employees involved in training, program material and supplies; equipment or classroom rentals or purchases; and travel costs --Indirect Costs: not related directly to the design, development, or delivery of the training program --Benefits: value that the company gains from the training program
Determining Return on Investment
-Cost-Benefit analysis: process of determining the economic benefits of a training program using accounting methods that look at training costs and benefits -ROI should be limited only certain training programs, because it can be costly
Threat to Validity
-Factors that will lead an evaluator to question either -internal or external validity
Training Outcomes or Criteria
-Measures that the trainer and the company use to evaluate training programs
Methods to Control for Threats to Validity
-Pretests and post-tests: comparison of the post training and pre training measures can indicate degree trainees have changed as result of training -hawthorne effect -random assignment
Random Assignment
-assigning employees to the training or comparison group on basis of chance alone - it is often impractical -analysis of covariance
Training effectiveness
-benefits that the company and the trainees receive training
Evaluation Design
-collection of information, including whom, what, when, and how for determining the effectiveness of the training program
Solomon Four-Group
-combines the pretest/post-test comparison group and the post-test only control group design ==this design controls for most threats to internal and external validity
Reasons for Evaluating Training
-companies make large investments in training and education and view them as a strategy to be successful; they expect the outcomes of training to be measurable -training evaluation provides the data provides the data needed to demonstrate the training does provide benefits to the company (formative and summative evaluation)
Q: which of the following statements is true of comparison groups
-comparison groups consists of a group of employees who do not attend the training program
Training Quality Index (TQI)
-computer application that collects data about training department performance, productivity, budget, and courses, and allows detailed analysis of data (quality is included in effectiveness)
Dashboards
-computer interface designed to receive and analyze the data from departments within the company to provide information to managers and other decision makers = USEFUL because they can provide a visual display using charts of the relationship between learning activities and business performance data
Success Cases
-concrete examples of the impact of training that show how learning has led to results that the company finds worthwhile
Q: The evaluation process ideally begins with
-conducting a needs analysis
Utility Analysis
-cost-benefit analysis method that involves assessing the dollar value of training based on: -estimates of the difference in job performance between trained and untrained -number of individuals trained -length of time program is expected to influence performance -variability in job performance in untrained group of employees
Q: If a manager believes that a training program is valuable and hence provides higher ratings of job performance to those trainees who attended the training program, then the training outcomes will lack relevance due to __________
-criterion contamination
Relevance
-criterion contamination= extent that training outcomes measure inappropriate capabilities or are affected by extraneous condition
Reliability
-degree to which outcomes can be measured consistently over time
Discrimination
-degree to which trainees' performance on the outcomes actually reflects true differences in performance
Cognitive Outcomes
-determine the degree to which trainees are familiar with the principles, techniques, and processes emphasized in the training program
Summative Evaluation
-determines the extent to which trainees have changed as a result of participating in the training program =may include measuring the monetary benefits that company receives from the program (ROI) -involves quantitative data
Q: If trainers are interested in the generalizability of a study's results to other group and situations, then they are said to be interested in the ______ of study
-external validity
Q: ROI analysis is best suited for training programs that are
-focused on an operational issue
training programs best suited for ROI analysis
-have clearly identified outcomes -are not one-time events -are highly visible in company -are strategically focused -have effects that can be isolated
To calculate ROI
-identify outcomes -place a value on the outcomes -determine the change in performance after eliminating other potential influences on training results -obtain annual amount benefits -determine training costs -calculate ROI by dividing operational results by costs (ROI gives estimate of dollar return expected from each $ invested in training)
Summative Evaluation: training program should be evaluated to...
-identify the program's strengths and weaknesses -to assess whether content, organization, and administration of the program contribute to learning and the use of training content on job -identify which trainees benefited most or least from program -gather data to assist in marketing training programs -determine financial benefits and costs -compare costs benefits of (training vs. non-training investments and different training programs) -a training program
Affective Outcomes
-if trainees were asked about their attitudes on a survey, that would be considered a learning measure
Pretest/Post Test with Comparison Group
-includes trainees and a comparison group ==differences between each of the training conditions and the comparison group are analyzed determining whether differences between the groups were caused by training
Reaction Outcomes
-it is collected at the program's conclusion
Evaluation Practices
-it is important to recognize the limitations of choosing to measure only reaction and cognitive outcomes =to ensure an adequate training evaluation, companies must collect outcome measures related to both learning and transfer
Determining Costs
-methods for comparing costs of alternative training programs include the resource requirements model and accounting
Q: typically _________ are used to assess cognitive outcomes
-observations
Post-Test Only
-only post-training outcomes are collected ==appropriate when trainees can be expected to have similar levels of knowledge, behavior, or results outcomes prior to training
Criterion Deficiency
-outcomes identified by needs assessment and included in training objectives
Showing link between training and market share gain or other higher-level strategic business outcomes can be problematic
-outcomes influenced too many other factors not directly related -business units not collecting data needed to identify ROI training programs -measurement of training can be expensive
Contamination
-outcomes measured in evaluation
Relevance outcomes
-outcomes related to objectives
Types of Evaluation Designs
-post-test only -pretest/post-test -pretest/post-test with comparison group -time series -solomon four group
Workforce Analytics
-practice using quantitative methods and scientific methods to analyze data from human resource database and other databases to influence important company metrics
Pretest/Post Test
-pre training and post training outcome measures are collected ==used by companies that want to evaluate a training program but are uncomfortable with excluding certain employees
Pilot Testing
-process of previewing the training program with potential trainees and managers or with other customers
Return on Expectation (ROE)
-process through which evaluation demonstrates key business stakeholders that their expectations about training have been satisfied
American Society of Training Society and Development (ASTD)
-provides information about training hours and delivery methods that companies use to benchmark
Q: according to kirkpatrick's framework for categorizing training outcomes _____ are level 1 criteria that are often called class or instructor evaluations
-reaction
Outcomes used in the Evaluation of Training Programs
-reaction outcomes -cognitive outcomes -skill-based outcomes -affective outcomes -results -return on investment -training quality index (TQI)
Formative Evaluation
-takes place during program design and development =helps ensure that training program is well organized and runs smoothly =trainees learn and are satisfied with program -provides information about how to make program better - collecting qualitative data -pilot testing
Determining benefits-methods include
-technical, academic, and practitioner literature -pilot training programs and observance of successful job performers -estimates by trainees and their managers
Internal Validity
-the believability of the study results
Practicality
-the ease with which the outcome measures can be collected
External Validity
-the extent to which the evaluation results are generalizable to other groups of trainees and situations
Skill-Based Outcomes
-the extent to which trainees have learned skills can be evaluated by observing their performance in work samples (simulators)
Criteria
-the extent to which training outcomes are related to the learned capabilities emphasized in the training program
Training Evaluation
-the process of collecting the outcomes needed to determine if training is effective
Q: Formative evaluation involves collecting qualitative data about a training program from trainees mainly through
-their opinions and feelings about the program
Reversal
-time period in which participants no longer receive the training intervention
Time Series
-training outcomes are collected at periodic intervals both before and after training ==it allows an analysis of the stability of training outcomes over time
Hawthorne Effect
-use of comparison groups: group of employees who participate in evaluation study but do not attend training program
Results
-used to determine the training program's payoff for the company
Levels of Kirkpatrick
1. reaction 2. learning 3. activity 4. results
The Evaluation Process
conduct a needs analysis > develop measurable learning objectives and analyze transfer training > develop outcome measures > choose an evaluation strategy > plan and execute the evaluation