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Evidence based mgmt
Managerial decisions and org practices informed by the best available scientific evidence
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Big E evidence
Generalizable about cause-effect connections derived from scientific sources
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Little e evidence
org-specific, as evidenced by root-cause analysis and other fact based approaches
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How to practice evidence-based mgmt
- critically examine the quality of data and methods
- seek collective wisdom
- contextualize evidence and isolate variations
- make time to access new evidence
- create a culture of evidence-based decision making
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Training method must match the outcome
What do we want to have happen to the trainees?
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Transfer rates for traditional programs are often low
- 20% of all money spent on training transfers to the job
- Knowing-doing gap
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The role of training function has changed
- Focus now on supporting business strategy
- Shift from pure training to performance mgmt
- Must form a learning organization
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Trainee motivation matters
- W/O motivated learners, training programs will fail
- Motivation to learn is highly related to KSB gains AND perceived utility of training
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Training skills will decay over time
- If you don't use it, you'll lose it
- Very few firms offer refresher training
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Work environment matters
- What happens before and after training matters
- Must promote a transfer climate (managerial support and situational constraints)
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Formal training is not the primary source of learning
People learn more by informal means
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Poor alignment between individual & org needs hinders transfer of learning
- Needs analysis from all three levels is necessary
- Lack of alignment with the firm's strategy is a primary contributor of low levels of transfer
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Type of performance problems in relation to T&D
- Can't do - training can help due to the lack of KSBs
- Won't do - probably not an issue for training, but one more motivation
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Needs assessment
- Org analysis - where are we offering training and why
- Person analysis - who is going to be trained
- Task analysis - what is going into the training program
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Org analysis
Answers Alignment of training & business strategy, Availability of resources, Managerial & employee support
Where we find the answers: Org. goals, objectives, & budgets; labor inventories & workforce analyses; Efficiency indices & climate surveys
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Task (competency) analysis
Questions answered: Important tasks & KSB that need to be trained, Type (technique) of training that is necessary
Where we find the answers: Job descriptions or performance standards; Observation, interviews, literature reviews
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Facets of training readiness
- personal characteristics
- work context characteristics
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Trainability
- basic skills
- cognitive ability
Both matter. Can't do much about cognitive ability, but can change basic skills (which is a better predictor of learning)
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How to increase motivation to learn
- Speak positively about company’s training programs
- Explain why & how training relates to the job
- Provide feedback when employees attempt to use training content on the job
- Encourage a peer group mentality
- Ensure time & opportunities to practice & apply learning
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Self-efficacy
belief that one has the capacity to successfully learn the content of the training program
- Strong predictor of training success and on the job performance
- Good training programs should increase self-efficacy
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How to increase self efficacy
- Help people understand that the purpose of training is to try to improve performance (vs. identify incompetence) (assigning people to training could have a minor negative impact of self-efficacy)
- Provide as much information as possible about the training program & purpose of training before hand
- Show or describe peers’ training success in similar jobs
- Provide feedback that learning is under their control
- Explain that they have the ability & responsibility to overcome any learning difficulties
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Valence
Utility perception of something (in this case, training)
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How do people low in self-efficacy & skill proficiency tend to rate tasks & skills
Less important
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How to conduct a task analysis
- Select the job(s) or work role(s) to be analyzed
- Develop a preliminary list of tasks that the job requires
- Validate or confirm the preliminary list of tasks
- Identify the KSs necessary for successful performance of each task
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