Professional Development Evaluation – Models and tools
This page has been kept for reference.
It will no longer be updated by ICVET.
- Program stages and evaluation questions
- Some models and tools of professional development evaluation
- The Most Significant Change technique
- Appreciative Enquiry
- Websites
- Publications
- References
This page follows on from Professional Development Evaluation which provides definitions, concepts and purposes of PD evaluation.
Program stages and evaluation questions
In general, programs and projects are developed through three identifiable
stages. Most PD evaluation models include these stages in some way. At
each stage specific evaluation questions can be asked before proceeding
to the next stage. These stages and questions are:
Design
- Does the program/project meet the needs of the stakeholders and the customers?
- Do we know who the stakeholders are, their relationship to the program, their needs and concerns?
- Is it feasible and viable?
- Have other solutions been considered?
Implementation
- Have clear targets been set and are they being achieved?
- Is there an information system and does it provide regular reporting on inputs and outputs?
- Are the program/project objectives still relevant?
- Are objectives likely to be met? If not, what can be done?
Impact
- Was the program/project completed and were participants satisfied?
- Did the program/project meet the objectives?
- What were the medium and longer term impacts?
- How worthwhile and valuable was this? Was it value for money? Was there a reasonable return on investment?
Some models and tools of professional development evaluation
Some models and tools have been devised specifically for evaluating
PD, others are general evaluation approaches that could usefully be used
for PD.
Donald Kirkpatrick and Thomas Gusky
Donald Kirkpatrick set out his four-level approach to the evaluation of training in a series of articles in the journal then known as the American Society of Training Directors between November 1959 and February of 1960.
The world of evaluation is vast and rich, and is becoming more vast and richer each year. The evaluation universe, like the physical one, is still expanding.
Patton (1996: p142)
The four-level evaluation framework has survived 30 years of turbulence in training and development evaluation, and remains the basis of many frameworks in training evaluation. One might even say that it has prospered. The four elements of the framework are defined below using Kirkpatrick's original definitions. Thomas Gusky, in his book Evaluating Professional Development (2000) has further expanded this model with sample questionnaires and proformas. His focus is on PD in educational organisations whereas Kirkpatrick looks at organisations in general. Both assume that the PD is primarily training event focussed.
The first three elements centre on the trainees - their reactions, their learning, and changes in their behaviour. The fourth element shifts to a concern with organisational benefits or business results. There is an assumption that the results of training and development programs are more than simply equipping people to do their jobs. The logic is that there will be an effect on business results and that this effect can be evaluated. As Nickols (1999) states:
‘There is no 'cookbook' approach to the evaluation of training. To properly evaluate training requires one to think through the purposes of the training, the purposes of the evaluation, the audiences for the results of the evaluation, the points or spans of points at which measurements will be taken, the time perspective to be employed, and the overall framework to be utilised.’
1 Reactions
Were the participants pleased with the program?
‘Reaction may best be defined as how well the trainees liked a particular training program.’ Reactions are typically measured at the end of training. However, that is a summative or end-of-course assessment and reactions are also measured during the training, even if only informally in terms of the instructor's perceptions.
2 Learning
What did the participants learn from the program?
"What principles, facts, and techniques were understood and absorbed by the conferees?" What the trainees know or do can be measured during and at the end of training but in order to say that this knowledge or skill resulted from the training, the trainees' entering knowledge or skills levels must also be known or measured. Evaluating learning, then, requires measurements before, during and after training
3 Behaviour
Did the participants’ behaviour
change as a result of the program?
‘Changes in on-the-job behaviour.’ Any evaluation of changes in on-the-job behaviour must occur in the workplace. It is assumed that behaviour changes are acquired in training and they then transfer (or don't transfer) to the workplace. Therefore, it is useful to assess behaviour changes at the end of training and in the workplace. The origins of human performance technology can be traced to early investigations of disparities between behaviour changes realised in training and those realised on the job.
4 Result
Did the change in behaviour improve organisational effectiveness?
Kirkpatrick did not offer a formal definition for this element of his framework. Instead, he relied on a range of examples to make his meaning clear. Those examples included: ‘reduction of costs; reduction of turnover and absenteeism; reduction of grievances; increase in quality and quantity or production; or improved morale which, it is hoped, will lead to some of the previously stated results.’ These factors are also measurable in the workplace.
Associate Professor Anona Armstrong, (School of Management, Faculty
of Business and Law, Victoria University), has specialised in the evaluation
of public sector performance, in particular organisational development
and change. She has written extensively about the strategic evaluation
of training and development. Her model, based on Kirkpatrick, is summarised
below.
Stages in Training Program Design, Delivery and Evaluation
Stage in Program Design |
Evaluation Issues |
Evaluation Procedures |
Evaluation Product |
|---|---|---|---|
Need for training exists |
Who has the need? What is the need? What are solutions? What are program objectives? |
Needs assessment |
Establish program objectives |
Design of the program |
What is best design - alternative? How should it be delivered? |
Evaluation of alternatives Quality assurance |
Produce program design Produce implementation plan |
Training is delivered |
How was the training delivered, (organised, content, presentation, resources, etc)? |
Process evaluation |
Improvement in program delivery |
Results and impacts |
Reaction Acquisition Behavioural intention Work behaviour Change in others Organisational changes Impacts |
Performance evaluation |
Demonstrate the worth of the program |
Evaluation Schema
Evaluation Level |
Data Collection Procedure |
Criteria and Analysis |
|---|---|---|
Reaction |
‘Smile’ sheets |
75% of students satisfied 93% average positive ratings |
Learning Acquisition |
Tests Observation checklists Work sample analysis |
Before-after tests 80% mean test scores 4.0 improvement pre- to post-test |
Behavioural Intention | Action plans | Plans formulated |
Work Behaviour |
Observation checklists Work sample analysis Superior - peer - subordinate reports |
Achievement of training objectives 80% reported improvement Comparison of trainees and non-trainees Cohort analysis of trainees entering the program at different times Trainees’ performance at different locations Longitudinal analysis of trainees and non-participants’ performance, career path, etc |
Changes in Others |
Superior - peer - subordinate reports - interviews - surveys |
80% reported changes |
Organisational change |
Organisational reviews - interviews - surveys - focus groups |
80% reported changes |
Performance |
Monitoring – information systems: Outputs - workload Productivity - efficiency Outcomes - effectiveness Cost of outcomes Effectiveness surveys |
Benchmarks - standards - targets Comparisons Quality analysis Utility analysis Customer satisfaction 80% Telephone response in 3 minutes |
Drs Unger and Rutter, principals of Strategic Training Evaluation Pty
Ltd, have extensive experience in the evaluation of training in private
and public sectors.
They have developed an evaluation process that aligns training needs to business needs. The Strategic Training Evaluation Model (STEM) is based on determining the stakeholder information needs at each stage in the development of a training program, their different expectations and their perceptions of return-on-investment at each stage. Once this is done, the STEM process is used to help align training needs to business needs and to evaluate the contribution of training and development to achieving business objectives (ie return-on-investment). The table below outlines the process.
Strategic Training Evaluation Model (STEM)
Step |
Key Question |
Key Outcome |
|---|---|---|
Environment Scan |
Where are you at? Where do you want to be? |
Identify performance gaps |
Identify Needs |
How do you know the answer is training? |
Justify training needs |
Training Strategy |
Are training objectives aligned with business needs? |
Develop training strategy |
Return-On-Investment (ROI) Indicators |
What results would convince you that training was effective? |
Identify ROI Gain advocacy |
Return-On-Investment (ROI) Report |
How do you know that training was effective? |
Measure performance: Reaction? Learning? Behaviour on-the-job? Impact? |
Review |
Have training needs been met? |
Review process |
Stakeholders Audience |
WHO needs to know WHAT, WHEN? |
Identify information needs |
Each step in the Strategic Training Evaluation process asks a key question, which helps generate an important evaluation outcome. The questions that guide the evaluation process are based on an alignment of:
The notion of return-on-investment is important to help understand the diverse range of interests of stakeholders and to help determine what is at stake for them.
Richard Lincoln 1996
Lincoln suggests that each stakeholder has something quite specific
in mind that defines success or failure – to them – of a program,
often quite apart from issues about the effectiveness of a program to
achieve stated objectives. This assumes that stakeholders make an investment of
some kind in the training event. They may commit personnel, money, expertise,
time, prestige, status or credibility ie, a resource or resources of value.
The kind of outcomes therefore, that justify such investment in training
are often not measurable in monetary terms. Strategic evaluation seeks
to elicit their understandings.
In recognition of the different kinds of investment that stakeholders make, we distinguish between ROI (direct) to calculate the cost-benefit of training in dollar terms, and ROI (indirect) to take account of other benefits to the organisation, such as satisfaction rates. Return-on-investment, therefore, is understood broadly to take account of the different ways of assessing the value of training and measures of effectiveness. (Rutter & Unger:1997)
Stakeholders' information needs and ROI in the Training & Development Cycle
Stage in development of a T & D program |
Stakeholders |
Stakeholders' information needs |
|
Training needs analysis |
Clients Line managers Supervisors Teams HRM managers Training coordinators |
Job/performance analysis Key result areas Strategic training plans |
Development stage: Selection of suitable programs Methods of delivery Customisation of existing programs |
Clients Line managers Subject matter experts Media specialists Instructional designers Facilitators HRM managers Training coordinators |
Course content Materials: appropriateness difficulty interest challenge clarity Feedback on course delivery Preferred modes of delivery |
|
Delivery stage: Training event Learning |
Clients Line managers Facilitators Support staff Participants |
Feedback on performance Participant satisfaction rates |
Results |
Clients Line managers Supervisors Administrators HRM managers Participants |
Evidence of skill acquisition/upgrade Feedback on performance Participant satisfaction rates Delivery on time/budget Cost-benefit analysis Impact analysis |
Program Logic is a tool for understanding a program's theory of action.
It is useful, not because it is specific to the evaluation of learning
and development, but rather for helping managers to tease out the specific
evaluation issues that may need to be addressed when reviewing a training
and development program or project.
Program logic is particularly useful in relation to current and emerging styles of professional development that are structured around work-based learning. It is recommended for its usefulness in developing an understanding of the critical elements in the workings of a program, and as a means of helping learning and development specialists to track the complex strands of their strategies.
The Program Logic model was initially developed in the mid 1980's by the Program Evaluation Unit in the NSW Public Service Board. The model described here is the work of Sue Funnell, who is acknowledged worldwide for having successfully used this approach to evaluate professional development and educative programs that incorporate a range of delivery methodologies and strategies.
Program logic starts with program analysis. This is the process of identifying and making explicit the logic of a program. A Program Logic Matrix is the framework used to create an explicit outline of the causal linkages among the components of the program. This is the first step towards being able to evaluate the program.
The diagram (link below) represents the key components of a typical program logic matrix.
The first column is always the Outcomes Hierarchy. It is the starting point for thinking about what the program is hoping to achieve. The hierarchy starts at the lowest level of activity associated with the program, ie outputs and then traces through various levels of results, ie intermediate outcomes, to the ultimate intention of the program, ie the ultimate outcome. The main objective of the hierarchy is to show the influences between outputs and outcomes. The outcomes hierarchy helps to tease out what needs to be in place first before the next step can be taken – the cause-effect and/or contingency relationships.
A program logic matrix generally takes from a few days to a week to develop depending on the complexity of the program. Most of the information that goes into the matrix can be found in the program documentation, plus one or two workshops with the program specialist/s and their staff, as well as some consultation with key stakeholders.
Program
Logic Diagram (49KB) Explanation
(single page diagrams for each column with a summary page at the end).
Program
Logic Template (38KB) A blank template
to use for planning.
The Most Significant Change technique (MSC)
The most significant change (MSC) technique is a different form of monitoring
and evaluation where everyone judges and evaluates. This is called participatory
evaluation because many project stakeholders are involved in
identifying, analysing and learning from the different sorts of change
that occurred. It can be successfully applied to PD to identify the critical
success factors and program impact.
Essentially, the process involves the collection of significant change (SC) stories emanating from the field level, and the systematic selection of the most significant of these stories by panels of designated stakeholders or staff.
The designated staff and stakeholders are initially involved by searching for project impact. Once changes have been captured, various people sit down together, read the stories aloud and have regular and often in-depth discussions about the value of these reported changes. When the technique is implemented successfully, whole teams of people begin to focus their attention on program impact.
Appreciative Inquiry (AI) is a system of asking questions that exposes
the strengths of a system. In this way it could be applied to developing
an understanding of the way in which a PD strategy relates to successful
organisational change in the knowledge era.
In the recently published Reframing Evaluation Through Appreciative Inquiry Hallie Preskill and Tessie Catsambas draw on examples using this approach to frame, design, and conduct evaluations in various sectors worldwide. They also suggest how to apply AI to various aspects of evaluation, providing guidance on how to build evaluation capacity using AI.
Websites
W K Kellog Foundation – Evaluation Toolkit
The highly regarded Kellogg Foundation is one of the world’s
largest private foundations supporting innovative and responsive social
development programs throughout the world. This toolkit is designed
to provide the Foundation’s grantees with guidance as they undertake
their projects. It is targeted primarily at those who are working with an
external evaluator, but anyone who is seeking to design an effective,
useful evaluation can benefit from this material.
University of Tasmania - Toolkit
This toolkit takes you through the planning and development phase for an evaluation program based on an educational innovation/project in a university setting (such as the University of Tasmania). It then provides advice and links to resources that may help the evaluation team to carry out the evaluation -from data collection, analysis, to reporting the findings.
Australasian Evaluation Society
The Australasian Evaluation Society (AES) is a professional organisation for people involved in evaluation. The Society aims to improve the theory, practice and use of evaluation. The website has downloadable resources including Guidelines for the Ethical Conduct of Evaluations and articles from past journals.
American Evaluation Association
The American Evaluation Association is an international professional association of evaluators devoted to the application and exploration of program evaluation, personnel evaluation, technology, and many other forms of evaluation. The website has downloadable resources including Guiding Principles for Evaluators and Educational Evaluation Standards.
Publications
GUSKEY, Thomas R 2000, Evaluating Professional Development, Sage Publications Inc
Explore increasing levels of sophistication in evaluating professional
development - from the participants' reaction to professional development
to how to evaluate organizational support and change.
Return on investment, NCVER publications
NCVER is responsible for collecting, managing, analysing, evaluating and communicating research and statistics about vocational education and training (VET) and provides these items on return on investment:
- Economic returns to education and training for adults with low numeracy skills
- Getting to grips with returns on investment in training
- Return on investment in training: Research readings
- Returns on investment in training: Research at a glance
- Training for productivity
- Analysing enterprise returns on training
- Does training pay?: Evidence from Australian enterprises
- Enterprise return on a training investment
- Returns to enterprises from investment in VET: Review of research
PRESKILL, Hallie & Catsambas, Tessie 2006, Reframing Evaluation Through Appreciative Inquiry, Sage Publications Inc
Preskill and Catsambas introduce readers to the theory and practice of Appreciative Inquiry and how it relates to evaluation. ‘Drawing on case examples, the book explains the way that this particular approach has been used to frame, design, and conduct evaluations in various sectors worldwide…’ The book provides approaches for various aspects of evaluation with guidance on using AI to build evaluation capacity.
KIRKPATRICK, D L 1975, Evaluating Training Programs, ASTD Journal
NICKOLS, F 1999, Evaluating Training: There is no 'cookbook' approach
KIRKPATRICK D L 1998, Evaluating Training Programs: The Four Levels, 2nd Edition, Berrett-Koehler Publishers, San Francisco
ARMSTRONG, A 1996, The value of evaluating training and staff development, Evaluation News & Comment, Vol 5, No 2, pp58-62
UNGER, Zita & Rutter, Anthea 1997, Strategic Training Evaluation, paper presented to the Australasian Evaluation Society Annual Conference
See Also
Evaluating capability development in diverse and adaptive environments | eZine February 2007
