Title: Training 2003 Presentation: Wednesday, February 26
1Training 2003 Presentation Wednesday, February
26
Conducting Effective Assessment, Measurement
Evaluation of Training
Roger Anderson Senior Consultant Tel (Brussels)
32 2 424 3423
2Introduction to the Session
3Assessment, Measurement and Evaluation Cycle
Organizational Opportunity/Problem
Evaluation Making a decision on basis of the
measurement, regarding the effect of the
intervention on opportunity/problem.
Assessment Determining the correct thing to do in
order to address the opportunity/problem.
Performance Measures Efficiency Effectiveness Qua
lity
Measurement Quantify the outcome of what is done
vis-Ã -vis the opportunity/problem
4Performance Consulting System Model
Identify Client, Sponsor, and Stakeholder
Question Basic Assumptions
Assessment
Define the Needed Intervention
Plan Evaluation
Determine Metrics for Measuring Impact
Select Best Intervention
Measurement
Begin Collecting Data
Implement Intervention
Evaluation
Analyze the Data
Evaluate the Impact
5Unit 1 Assessment Tools
6Objectives
- By the end of this unit, you will
- Identify stakeholders, clients, and sponsors of
the projected intervention - Accurately identify the problem or opportunity by
questioning basic assumptions - Define needs in terms of business, performance,
and/or training as determined through the problem
identification process - Identify operational indicators that are linked
to the defined needs and establishes measures for
these indicators - Plan an evaluation strategy so that resources are
properly assigned
7Strategic Context of HR Interventions
The Cultural Context
Strategic Vision/ Purpose
Individual and Team Competencies
Work Flow/ Process
Learning
Support Structures/ Systems
8Identifying the Client, Sponsor, and Stakeholders
- Stakeholdersthose whose work will be directly
impacted by the changed produced by the
intervention - Clientthe person who will own the program the
person most directly affected by the success of
the intervention - Sponsorthe highest-level advocate of the
intervention the person who provides the power
to implement the changes required
9Identifying the Expressed Level of Need
Training Need
Performance Need
Business Need
Work Environment Need
10Identifying the Expressed Level of Need
- Training Need A specific knowledge, skill, or
process that a participant must learn to perform
successfully. - Performance Need Behaviors that must be
performed by participants in order to achieve
business needs. - Business Need Strategic goals of an
organization, business unit, or department that
are expressed in operational terms. - Work Environment Need A process, system, or
condition that must be changed in order to help
participants perform successfully.
11Metrics for Measuring Impact
- Business What will attainment of business goals
look like? - Performance What behaviors are being performed
effectively? - Training What knowledge, skill, or process has
an employee successfully learned? - Work Environment What has been influenced as a
result of environmental redesign?
12Types of Evaluation
- Formative Evaluation
- Needs Analysis
- Stakeholder Analysis
- Objective Identification
- Program Design
- Pilot Testing
- Summative Evaluation
13Unit 2 Linking HR, Organizational Strategy, and
Individual Performance
14Objectives
- By the end of this unit, you will
- Differentiate between strategic and program
evaluation - Identify the components of a balanced scorecard
- Identify organizational measures of high
performance work systems
15The Impact of High Performance Work
Systems on Organizational Performance
- It is increasingly important today to build and
maintain a skilled and motivated workforce in
order to achieve strategic goals. - Organizations face changing demands based on
shifts in the marketplace. - Organizational structures are changing to include
broader spans of control. - With a shift away from command and control
culture, comes the need for employee to have
increasing amounts of knowledge and to be able to
apply it in a way which adds value to the
organization. - Employees are a competitive advantage, not a cost
16The Balanced Scorecard Links Performance Measures
17Example Balanced Scorecard Hi-Tech Manufacturer
18Telling a Story with a Balanced Scorecard
19Unit 3 Measurement Metrics and Operational
Indicators
20Objectives
- By the end of this unit, you will
- Understand issues related to measurement of
employee output - Understand the fundamentals of survey design and
Level Three (on-the-job application) evaluation
21The Ultimate Measure
- The total value added to the organization by an
employee the sum of all relevant performance.
Ultimate Measure
22The Linkage Competency Paradigm
PERFORMANCE/RESULTS OUTCOMES
BEHAVIOR
SKILL
KNOWLEDGE
BELIEFS
VALUES
TRAITS
MOTIVES
Inferred
Observed
COMPETENCIES
23Begin with the End in Mind
- What does your client value?
- What sorts of decisions need to be made?
- How will you summarize the results?
- Is qualitative or quantitative data needed?
24Types of Data
- Qualitative
- Data collected via open-ended questions
- Subjective
- Quantitative
- Data collected via close-ended questions
- More objective
25(No Transcript)
26Qualitative Data
- Advantages
- Enables the participants to express their
evaluation of the intervention in their own
terms. - Provides greater depth of critique data
- Disadvantages
- Data is more open to interpretation
- Can be difficult to collect compare like to
like. - Individual responses cannot be statistically
compared one to one.
27Quantitative Data
- Advantages
- Data can be statically compared across modules
and courses - Data is more efficiently collected and analyzed
- Disadvantages
- Expertise is needed to ensure results are not
biased. - Participants are forced to respond in a
predetermined way.
28Summarizing Results - Counts/Frequency
29Summarizing Results - Average (Mean)
30What to Measure?
- Whole job vs. part of job
- One measure vs. several measures
- Individual employees vs. group of employees
- Reactions, learning, application, impact
- Criteria
- Important to your client
- Linked to project objectives and scope
- Subject to relatively short-term change
31Kirkpatrick Model
Level One Reaction
Level Two Learning
Level Three Application
Level Four Impact
32Level One Reaction
- Purpose
- To gain feedback for course development and/or
improvement by measuring participants reactions
to the intervention. - Format
- Questionnaire/Survey
- Immediate Feedback
- Data Collected Regarding
- Course content/concepts
- Instructor style
- Applicability of material to current job
- Course materials
- Facilities
- Work environment (transfer facilitators/inhibitors
)
33Level One Reaction
- Step One Determine specific information you wish
to gather. - Step Two Determine the specific questions to
get the data. - Step Three Determine the scale.
- Step Four Determine the scale descriptors.
34Level Two Learning
- Purpose
- To determine participants level of mastery of
course objectives. - Format
- Performance Simulations
- Written Tests
- Data Collected Regarding
- Participants knowledge of course materials
- Participants ability to demonstrate the skills
- Participants fluency (speed) at using the skills
- Accuracy or quality of participants output
- Procedural automaticity
35Level Two Learning
- Step One Design learning measures.
- Step Two Consider test use.
- Step Three Develop means of increasing validity
or reliability. (Optional)
36Level Three Application
- Purpose
- To determine the extent to which skills/behaviors
developed during the intervention are being used
on the job. - Format
- Questionnaire/Survey
- Behavioral Checklist
- Frequency Checklist
- 360-Degree Survey
- Managerial Appraisal
- Data Collected Regarding
- Participants on-the-job application
- Factors encouraging application
- Factors hindering application
- Follow-up support required to assist in continued
development
37Level Three Application
- Step One Determine basis for evaluating
on-the-job application. - Step Two Decide how to collect information,
and when to collect the information - Step Three Design the evaluation instrument.
- Step Four Pilot the evaluation instrument.
- Step Five Develop means of increasing
objectivity of data.(Optional) - 1. Use multiple observers
- 2. Train observers
- 3. Use 360-degree methodology
38Level Four Impact
- Purpose
- To determine the impact on the organization of
participants application of training on-the-job. - Format
- Review of Records
- Observation
- Efficiency Ratios
- Data Collected Regarding
- Change in individual/organizational output
- Change in economic performance
39Level Four Impact
- Step One Develop a system for measuring impact.
- 1.What are the business needs/objectives of the
course? - 2. What operational indicators reflect these
needs/objectives? - 3. What specific knowledge and skills being
developed in the intervention are linked to the
indicators being tracked? - 4. What indicators currently exist do you want
to develop others? - 5. What time intervals will you use to determine
that the impacts are taking place? - Step Two Develop a means for collecting data.
- 1. Measure current performance for each
operational indicator. - 2. Involve line personnel in the collection of
Level Four data.
40Unit 4 Evaluation Strategy
41Objectives
- By the end of this unit, you will
- Understand how to develop evaluation strategies
that will allow you to discern the effectiveness
of the intervention by - Separating the impact of your intervention from
other organizational forces - Identifying the factors that can destroy your
evaluation efforts - Ensuring that your sample matches the situation
that you are making decisions about
42Separating Effects of Training from Other
Influences
- Proving Causes
- versus
- Providing Evidence
43Separating Effects of Training from Other
Influences
- Know the business you are consulting for.
- Reach agreement with your client as to what the
most appropriate measures are get your clients
to own the measures. - Obtain pre-measures.
- Use control groups.
- Use multiple sources of information
- Identify level of performance required for
business need/opportunity. - Plan timing of data collection.
44Control Groups
Example 1 Other Organizational Influences
45Control Groups
Example 2 Remedial Training
46Control Groups
Example 3 Alternative Interventions
47Control Groups
Example 4 Predetermined Level of Need
48Designing Control Groups
- Control groups should be as similar as possible
in terms of relevant attributes and performance. - Matched Control Groups
- Random Control Groups
- Convenience Control Groups
49Multiple Sources of Information in Evaluation
Reaction
Knowledge
Application
Impact
50Maintenance of Trainings Effect (Transfer)
51What Supports/Inhibits Transfer?
- Organization supports/inhibitors
- Manager supports/inhibitors
- Trainer supports/inhibitors
- Participant supports/inhibitors
52Steps for Evaluation Strategy
- Step One Define the problem or opportunity.
- Step Two Identify the population affected.
- Step Three Identify the performance factors and
metrics associated with the problem/opportunity. - Step Four Establish a baseline for current
performance. - Step Five Determine the most effective form of
intervention. - Step Six Crosswalk the objectives.
- Step Seven Implement the intervention.
- Step Eight Evaluate effectiveness/impact.
- Step Nine Assess impact on problem or
opportunity.
53Framing Meeting Topics
- Problem/opportunity to address
- Client, sponsor, stakeholders
- Operational indicators and metrics
- Time frame in which measures will be taken
- Communication agreements and plans
- Roles and accountabilities
- Assessment
- Design of evaluation
- Design of intervention
- Implementation of intervention
- Data collection
- Data analysis
54Methods for Sampling
- Step One Begin with complete list of people
involved in the intervention. - Step Two Identify relevant demographics for
examining differences between groups. - Step Three Select a sampling strategy
- Simple random sampling
- Systematic sampling
- Stratified sampling
- Convenience sampling
- Matched sampling
55Determining Sample Size
- Focus on what your evaluation goals and strategy
are. - Dont get bogged down with exact numbers.
- Assume low return rate for surveys.
- Consider
- What resources are available?
- How strong an impact do you anticipate from the
intervention? - How many variables are you using in stratifying
the sample?
56Methods of Increasing Return Rate
57Unit 5 Appendix Costs of HR Interventions
58Objectives
- By the end of this unit, you will
- Understand the process for calculating costs
associated with the development and
implementation of an HR intervention - Recognize that there are many assumptions being
made when conducting a cost-benefit analysis
(i.e., this is not an exact science) - Determine the method for computing the benefit or
impact of the intervention
59Glossary of Terms
- Cost Benefit Analysis - An analysis, which
compares the costs and benefits of the program. - Direct (out-of-pocket) Costs - Expenses you
actually pay out money for in delivering a
service. - Fully Loaded Labor Costs - The dollar value of
the time of all people directly involved in
delivering a service, including fringe benefits
and overhead costs. - Labor Multiplier - A constant for a particular
position that is used to calculate the fully
loaded cost of a persons time. Direct Labor x
Labor Multiplier Fully Loaded Labor Cost - Opportunity Cost - Money the organization loses
by using people and resources one way rather than
another, e.g. sales or production lost when
people attend a training program instead of
performing their normal job functions.
60Measurement Tools and Action Steps
- Step One Establish metrics/measures.
- Step Two Estimate costs for proposed/establishe
d intervention. - Step Three Estimate benefits of
proposed/established intervention. - Step Four Calculate the resulting cost benefit
ratio for program
Cost benefit ratio Gain return
Costs investment Return on investment
Gain return - Cost investments
Costs investment
61Cost of Delivery
- Direct (out-of-pocket) costs
- Fully loaded labor costs
- Opportunity costs
62Benefits
- Benefits can be obtained in two ways
- Increase in production
- Decrease in operating costs
- Determining potential benefits is a crucial part
of the performance consulting process. - Your client provides you information on
- What are the important operational indicators?
- What are the expected goals of the intervention?
- What are the dollar figures attached to the
operational indicators? - Your role as a consultant is to
- Ask the right questions that will give you
answers to the questions above. - Help your client identify what changes might be
expected from the intervention.
63Realizing the Benefits of Training
Costs
Benefits
Options Reduce Operating Costs Increase Benefits
(Improve Productivity)
64Key Terms
- Direct Costs (out of pocket)
- Expenses you pay out
- Meals
- Travel
- Materials
- Fully Loaded Labor Costs
- value of the time people spend delivering a
service - Payroll
- Benefits (25 of payroll)
- Overhead (120 of payroll and benefits) (labor
multiplier) - Opportunity Costs
- the organization loses by using people and
resources one way rather than another - Sales lost when sales people attend training
- Production lost when operations manager attend
training
65Cost is Only Meaningful in Light of Benefits...
Begin Project
Complete Project
February
September
Conduct Proj. Mgt. Training
Begin Project
Complete Project
Saved
January
August
February
66The Cost of a Learning Curve
Existing Employee
Cost of Learning
Close the gap with training
New Hire
Direct Labor Cost/Day
of Days
Below Effectiveness
Labor Multiplier
X
X
X
67Measure Estimated Benefit Turnover 6 Months
to 2 Years of Salary Absenteeism Cost of
Replacement/Temps Scrap Cost per Unit of
Scrap Project Completion Time Labor Costs
68Biography Roger Anderson, Senior Consultant,
Linkage, Inc.
- Roger Anderson has over twenty-five years of
experience in training and organizational
development. He is currently a member of the
Leadership and Strategy Group at Linkage and his
practice is focused on leadership development and
executive coaching. His recent coaching and
leadership development clients include The United
Nations, Adgas, Pfizer Consumer Health Care, the
Belgian Armed Forces, monster.com and the
Washington Hospital Center. - Roger has provided his clients with the
assessment of their leadership needs, designed
and implemented leadership development systems at
the organization level, provided one-on-one
executive coaching, and designed and implemented
programs to develop the capability of leadership
teams. He has designed and developed action
learning programs for his clients which have
enabled the organizations leaders to develop
their leadership activities while accomplishing
critical work outcomes. - Roger has developed competency models and
competency-based leadership development systems,
performance management systems, selection
systems, and succession management systems in a
variety of industries including financial
services, government, technology, and health
care. - Rogers other clients at Linkage have included
Federal Express, Brigham Womens Hospital,
ATT, LEGO Systems, the International
Organization for Migration in Geneva,
Switzerland, Kodak, Centura Health Systems, and
the Childrens Television Network, the U.S.
Department of Labor, and the Virginia Department
of Transportation. - As an undergraduate, Roger was involved in voter
registration drives in the Watts area of Los
Angeles. He spent two years as a Peace Corps
Volunteer in Ahvaz, Iran. He received his Master
of Human Resource Education Degree from Boston
University where his work focused on the
development of a model for determining the
value-added benefit of training and development
programs.
69About Linkage, Inc.
- Linkage, Inc. is an internationally recognized
leadership and organizational development
consulting firm - Founded in 1988, with offices in Atlanta,
Minneapolis, San Francisco, Brussels, and London,
and headquarters in Lexington, Massachusetts. - Dedication to creating successful programs and
customized materials/tools that address specific
development needs, combining assessments,
strategic education, skill-building, and global
networks. - Leading provider of competency-based training on
leadership and management development. - Designing and facilitating training programs that
are highly interactive, practical, memorable,
compelling, and offering skills and tools for
on-the-job use. - Instructors and designers who are Principal and
Senior Consultants with extensive experience
developing and delivering development for a wide
variety of leading organizations. - Commitment to a comprehensive solution that
combines theoretical expertise and practical
experience into a clear sequence of developmental
opportunities with measurable impact. - Creator of the High Performance Leadership Model
(in conjunction with Warren Bennis). - Assessment and evaluation expertise and resources
to measure the business impact of development
programs, as well as to evaluate the strengths
and developmental opportunities of individuals
and the organization.
70Training 2003 Presentation Conducting Effective
Assessment, Measurement Evaluation of Training
To contact presenter, Roger Anderson Tel
(Brussels) 32 2 424 3423 For more information
about Linkage, Inc. products and services Tel
(781) 862-2355 E-mail Info_at_Linkage-Inc.com Web
www.LinkageInc.com