Donald
L Kirkpatrick's training evaluation model - the four levels of learning evaluation
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Donald L Kirkpatrick first
published his ideas way back in 1959, in a series of articles in the US Training
and Development Journal. the articles were subsequently included in Kirkpatrick's
book Evaluating Training Programs (1975), published by the American Society
for Training and Development (ASTD), with whom Kirkpatrick still maintains
(as at 2005) close connections, having previously served as president. Donald
Kirkpatrick has written several other significant books about training and
evaluation, and has consulted with some of the world's largest corporations.
Kirkpatrick's book Evaluating
Training Programs defined his originally published ideas of 1959, thereby
further increasing awareness of them, so that his theory has now become arguably
the most widely used and popular model for the evaluation of training and
learning. Kirkpatrick's four-level model is now considered an industry standard
across the HR and training communities. The four levels of training evaluation
model was later redefined and updated in Kirkpatrick's 1998 book, called 'Evaluating
Training Programs: The Four Levels'.
The four levels of Kirkpatrick's
evaluation model essentially measure:
reaction of student
- what they thought and felt about the training
learning - the resulting
increase in knowledge or capability
behaviour - extent
of behaviour and capability improvement and implementation/application
results - the effects
on the business or environment resulting from the trainee's performance
All these measures are
recommended for full and meaningful evaluation of learning in organizations,
although their application broadly increases in complexity, and usually cost,
through the levels from level 1-4.
kirkpatrick's
four levels of training evaluation
This grid
illustrates the basic Kirkpatrick structure at a glance. The second grid,
beneath this one, is the same thing with more detail.
level
evaluation
type (what is measured)
evaluation
description and characteristics
examples
of evaluation tools and methods
relevance
and practicability
1
reaction
reaction evaluation
is how the delegates felt about the training or learning
experience
eg., 'happy sheets',
feedback forms
also verbal reaction,
post-training surveys or questionnaires
quick and very
easy to obtain
not expensive
to gather or to analyse
2
learning
learning evaluation
is the measurement of the increase in knowledge - before and
after
typically assessments
or tests before and after the training
interview or
observation can also be used
relatively simple
to set up; clear-cut for quantifiable skills
less easy for
complex learning
3
behaviour
behaviour
evaluation is the extent of applied learning back on the
job - implementation
observation and
interview over time are required to assess change, relevance of change,
and sustainability of change
measurement of
behaviour change typically requires cooperation and skill of line-managers
4
results
results evaluation
is the effect on the business or environment by the trainee
measures are
already in place via normal management systems and reporting - the
challenge is to relate to the trainee
individually
not difficult; unlike whole organisation
process must
attributing clear accountabilities
kirkpatrick's
four levels of training evaluation in detail
This grid
illustrates the Kirkpatrick's structure detail, and particularly the modern-day
interpretation of the Kirkpatrick learning evaluation model, usage, implications,
and examples of tools and methods. This diagram is the same format as the
one above but with more detail and explanation:
level
evaluation
type (what is measured)
evaluation
description and characteristics
examples
of evaluation tools and methods
relevance
and practicability
1
reaction
reaction evaluation
is how the delegates felt, and their personal reactions
to the training or learning experience, for example:
did the trainees
like and enjoy the training?
did they consider
the training relevant?
was it a good
use of their time?
did they like
the venue, the style, timing, domestics, etc?
level of participation
ease and comfort
of experience
level of effort
required to make the most of the learning
perceived practicability
and potential for applying the learning
typically 'happy
sheets'
feedback forms
based on subjective personal reaction to the training experience
verbal reaction
which can be noted and analysed
post-training
surveys or questionnaires
online evaluation
or grading by delegates
subsequent verbal
or written reports given by delegates to managers back at their jobs
can be done immediately
the training ends
very easy to
obtain reaction feedback
feedback is not
expensive to gather or to analyse for groups
important to
know that people were not upset or disappointed
important that
people give a positive impression when relating their experience to
others who might be deciding whether to experience same
2
learning
learning evaluation
is the measurement of the increase in knowledge or intellectual
capability from before to after the learning experience:
did the trainees
learn what what intended to be taught?
did the trainee
experience what was intended for them to experience?
what is the extent
of advancement or change in the trainees after the training, in the
direction or area that was intended?
typically assessments
or tests before and after the training
interview or
observation can be used before and after although this is time-consuming
and can be inconsistent
methods of assessment
need to be closely related to the aims of the learning
measurement and
analysis is possible and easy on a group scale
reliable, clear
scoring and measurements need to be established, so as to limit the
risk of inconsistent assessment
hard-copy, electronic,
online or interview style assessments are all possible
relatively simple
to set up, but more investment and thought required than reaction
evaluation
highly relevant
and clear-cut for certain training such as quantifiable or technical
skills
less easy for
more complex learning such as attitudinal development, which is famously
difficult to assess
cost escalates
if systems are poorly designed, which increases work required to measure
and analyse
3
behaviour
behaviour
evaluation is the extent to which the trainees applied the
learning and changed their behaviour, and this can be immediately
and several months after the training, depending on the situation:
did the trainees
put their learning into effect when back on the job?
were the relevant
skills and knowledge used
was there noticeable
and measurable change in the activity and performance of the trainees
when back in their roles?
was the change
in behaviour and new level of knowledge sustained?
would the trainee
be able to transfer their learning to another person?
is the trainee
aware of their change in behaviour, knowledge, skill level?
observation and
interview over time are required to assess change, relevance of change,
and sustainability of change
arbitrary snapshot
assessments are not reliable because people change in different ways
at different times
assessments need
to be subtle and ongoing, and then transferred to a suitable analysis
tool
assessments need
to be designed to reduce subjective judgement of the observer or interviewer,
which is a variable factor that can affect reliability and consistency
of measurements
the opinion of
the trainee, which is a relevant indicator, is also subjective and
unreliable, and so needs to be measured in a consistent defined way
360-degree feedback
is useful method and need not be used before training, because respondents
can make a judgement as to change after training, and this can be
analysed for groups of respondents and trainees
assessments can
be designed around relevant performance scenarios, and specific key
performance indicators or criteria
online and electronic
assessments are more difficult to incorporate - assessments tend to
be more successful when integrated within existing management and
coaching protocols
self-assessment
can be useful, using carefully designed criteria and measurements
measurement of
behaviour change is less easy to quantify and interpret than reaction
and learning evaluation
simple quick
response systems unlikely to be adequate
cooperation and
skill of observers, typically line-managers, are important factors,
and difficult to control
management and
analysis of ongoing subtle assessments are difficult, and virtually
impossible without a well-designed system from the beginning
evaluation of
implementation and application is an extremely important assessment
- there is little point in a good reaction and good increase in capability
if nothing changes back in the job, therefore evaluation in this area
is vital, albeit challenging
behaviour change
evaluation is possible given good support and involvement from line
managers or trainees, so it is helpful to involve them from the start,
and to identify benefits for them, which links to the level 4 evaluation
below
4
results
results evaluation
is the effect on the business or environment resulting from
the improved performance of the trainee - it is the acid test
measures would
typically be business or organisational key performance indicators,
such as:
volumes, values,
percentages, timescales, return on investment, and other quantifiable
aspects of organisational performance, for instance; numbers of complaints,
staff turnover, attrition, failures, wastage, non-compliance, quality
ratings, achievement of standards and accreditations, growth, retention,
etc.
it is possible
that many of these measures are already in place via normal management
systems and reporting
the challenge
is to identify which and how relate to to the trainee's input and
influence
therefore it
is important to identify and agree accountability and relevance with
the trainee at the start of the training, so they understand what
is to be measured
this process
overlays normal good management practice - it simply needs linking
to the training input
failure to link
to training input type and timing will greatly reduce the ease by
which results can be attributed to the training
for senior people
particularly, annual appraisals and ongoing agreement of key business
objectives are integral to measuring business results derived from
training
individually,
results evaluation is not particularly difficult; across an entire
organisation it becomes very much more challenging, not least because
of the reliance on line-management, and the frequency and scale of
changing structures, responsibilities and roles, which complicates
the process of attributing clear accountability
also, external
factors greatly affect organisational and business performance, which
cloud the true cause of good or poor results
Since Kirkpatrick established
his original model, other theorists (for example Jack Phillips), and indeed
Kirkpatrick himself, have referred to a possible fifth level, namely ROI (Return
On Investment). In my view ROI can easily be included in Kirkpatrick's original
fourth level 'Results'. The inclusion and relevance of a fifth level is therefore
arguably only relevant if the assessment of Return On Investment might otherwise
be ignored or forgotten when referring simply to the 'Results' level.
Learning evaluation is
a widely researched area. This is understandable since the subject is fundamental
to the existence and performance of education around the world, not least
universities, which of course contain most of the researchers and writers.
While Kirkpatrick's model
is not the only one of its type, for most industrial and commercial applications
it suffices; indeed most organisations would be absolutely thrilled if their
training and learning evaluation, and thereby their ongoing people-development,
were planned and managed according to Kirkpatrick's model.
For reference, should
you be keen to look at more ideas, there are many to choose from...
Jack Phillips' Five
Level ROI Model
Daniel Stufflebeam's
CIPP Model (Context, Input, Process, Product)
If you are responsible
for HR functions and services to internal and/or external customers, you might
find it useful to go beyond Kirkpatrick's evaluation of training and learning,
and to evaluate also satisfaction among staff/customers with HR department's
overall performance. The parameters for such an evaluation ultimately
depend on what your HR function is responsible for - in other words, evaluate
according to expectations.
Like anything else, evaluating
customer satisfaction must first begin with a clear appreciation of (internal)
customers' expectations. Expectations - agreed, stated, published or otherwise
- provide the basis for evaluating all types of customer satisfaction.
If people have expectations
which go beyond HR department's stated and actual responsibilities, then the
matter must be pursued because it will almost certainly offer an opportunity
to add value to HR's activities, and to add value and competitive advantage
to your organisation as a whole. In this fast changing world, HR is increasingly
the department which is most likely to see and respond to new opportunities
for the support and development of the your people - so respond, understand,
and do what you can to meet new demands when you see them.
If you are keen to know
how well HR department is meeting people's expectations, a questionnaire,
and/or some group discussions will shed light on the situation.
Here are some example
questions. Effectively you should be asking people to say how well HR or HRD
department has done the following:
helped me to identify,
understand, identify and prioritise my personal
development needs and wishes, in terms of: skills, knowledge,
experience and attitude (or personal well-being, or emotional
maturity, or mood, or mind-set, or any other suitable term meaning mental
approach, which people will respond to)
helped me to understand
my own preferred learning style and learning methods for acquiring
new skills, knowledge and attitudinal capabilities
helped me to identify
and obtaineffective learning and development that
suits my preferred style and circumstances
helped me to measure
my development, and for the measurement to be clear to my boss and
others in the organisation who should know about my capabilities
provided tools
and systems to encourage and facilitate my personal development
and particularly helped
to optimise the relationship between me and my boss
relating to assisting my own personal development and well-being
provided a working
environment that protects me from discrimination and harassment
of any sort
provided the opportunity
for me to voice my grievances if I have any, (in private, to a suitably
trained person in the company whom I trust) and then if I so wish for proper
consideration and response to be given to them by the company
provided the opportunity
for me to receive counselling and advice in the event that I need
private and supportive help of this type, again from a suitably trained
person in the company whom I trust
ensured that disciplinary
processes are clear and fair, and include the right of appeal
ensured that recruitment
and promotion of staff are managed fairly and transparently
ensuring that systems
and activities exist to keep all staff informed of company plans,
performance, etc., (as normally included in a Team Briefing system)
(if you dare...) ensuring
that people are paid and rewarded fairly in relation to other company
employees, and separately, paid and rewarded fairly when compared to market
norms (your CEO will not like this question, but if you have a problem in
this area it's best to know about it...)
(and for managers)
helped me to ensure the development needs of my staff are
identified and supported
This is not an exhaustive
list - just some examples. Many of the examples contain elements which should
under typical large company circumstances be broken down to create more and
smaller questions about more specific aspects of HR support and services.
If you work in HR, or
run an HR department, and consider that some of these issues and expectations
fall outside your remit, then consider who else is responsible for them.
I repeat, in this fast
changing world, HR is increasingly the department which is most likely to
see and respond to new opportunities for the support and development of the
your people - so respond, understand, and do what you can to meet new demands
when you see them. In doing so you will add value to your people and your
organisation - and your department.