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Evaluation
Chapter 13
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General Categories of Evaluation
- Informal evaluation
characterized by absence of breadth and depth because of the lack of systematic procedures and formally collected evidence (Fitzpatrick et al., 2004)
- Formal evaluation
characterized by “systematic, well-planned procedures” (Williams & Suen, 1998, p. 308); control of extraneous variables
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Definitions
- Evaluation
“a process of reflection whereby the value of certain actions in relation to projects, programs, or policies are assessed” (Springett, 2003, p. 264)
“the comparison of an object of interest against a standard of acceptability” (Green & Lewis, 1986, p. 362)
- Standard of acceptability
minimum levels of performance, effectiveness, or benefits used to judge the value (Green & Lewis, 1986)
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Types of Standards of Acceptability
- Mandates of regulating agencies (ex. % of people wearing safety belts or children immunized)
- Priority population health status (ex. morbidity & mortality rates)
- Values of a community (ex. curriculum)
- Standards of professional groups (ex. CHES)
- Norms from research (ex. body fat)
- Norms from previous programs (ex. smoking cessation or weight loss expectations)
- Comparison & control groups (ex. research studies)
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Evaluation Terms
- Process Evaluation
- Impact Evaluation
- Outcome Evaluation
- Formative Evaluation
- Summative Evaluation
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Process evaluation
- Evaluation done during the implementation of the program.
- Improving the quality of the program as it is being delivered.
- Examples:
Finding out if the time the program is held is acceptable.
Are the speakers/presenters effective?
- Can be done through:
Questionnaire
Focus Group
Observation
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Impact evaluation
- Evaluating short-term, immediate effects of the program.
- Completed at the end of the program.
- Measures:
Awareness
Behavior/Attitude changes
Knowledge gain
- There’s no definitive line between Impact and Outcome Evaluation.
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Outcome evaluation
- Evaluating long-term, over time effects of the program.
- More resources and time are needing compared to Impact Evaluation.
- Measures the ultimate goal of the program
- Examples:
Reduction in health care costs
Decline in morbidity or mortality
Met the goals and objectives of the program
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Formative & Summative Evaluation
- Formative evaluation:
Any measurements made before or during the implementation of the program.
Improving the quality of the program as it is being delivered.
- Summative evaluation:
Measurements made at completion of the program.
Effects of the program, benefits, etc.
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Comparison of Evaluation
Start of End of
Planning Implementation Implementation
Process
Impact
Outcome
Formative
Summative
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Purpose of Evaluation
(Capwell, Butterfoss, & Francisco, 2000)
- To determine achievement of objectives
- To improve program implementation
- To provide accountability to stakeholders
- To increase support for initiatives
- To contribute to the scientific base
- To inform policy decisions
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Evaluation Framework
- A starting point for tailoring your evaluation
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Evaluation Framework
Step 1
Engaging Stakeholders
- Who are the stakeholders?
Those involved in program operations
Those served or affected (directly or indirectly) by the program
Primary users of the evaluation
- Why should stakeholders be involved?
Better chance for useful evaluation
Improve credibility
Ethical concerns (e.g., conflict of interest)
Understand those involved
- How much should stakeholders be involved?
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Evaluation Framework
Step 2
Describe the Program
- Sets frame of reference for evaluation process.
- Should include:
Missions, Goals, Objectives
Capacity to effect change
How it can fit into an organization or community
- Usually, logic models are used in this step
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Evaluation Framework
Step 3
Focusing the Evaluation Design
- Interests of the stakeholders are addressed
Using resources and time efficiently
- Should include:
Purpose of evaluation
Gain insight, assess effect, etc.
Who will be using the evaluation results?
Formulating the evaluation questions
Determining design type
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Evaluation Framework
Step 4
Gathering Credible Evidence
- Should decide and consider:
Measurement indicators
Sources of evidence
Quality and quantity of evidence
Logistics for collecting evidence
- Discussed in Chapter 5: Measurements, Measures, Data Collecting, & Sampling
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Evaluation Framework
Step 5
Justifying Conclusions
- Comparison of evidence to the standard of acceptability
Interpreting those comparisons
Judging the worth and significance of the program
Actions recommended
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Evaluation Framework
Step 6
Ensuring Use and Sharing Lessons Learned
- Using and disseminating the evaluation results
- Keep in mind your Stakeholders
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Evaluation Framework
Standards
- Utility – needs are satisfied
- Feasibility – realistic/ affordable
- Propriety – ethical
- Accuracy - correct
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Practical Problems or Barriers
in Evaluation
- Fail to plan for evaluation
- Inadequate resources
- Organizational restrictions
- Effects hard to detect; small,slow coming, don’t last
- Time allocated to evaluation
- Restrictions in data collection
- Difficult to distinguish between cause & effect
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Practical Problems or Barriers
in Evaluation
- Difficult to evaluate multistrategy interventions
- Conflict between professional standards & do-it-yourselfers over appropriate design
- Sometimes people’s motives get in the way
- Stakeholders’ perceptions of the evaluation’s value
- Intervention not delivered as intended
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Evaluation
- Evaluation must reflect the goals and objectives of the program
- The evaluation must be planned in the early stages of planning
- Ethical Considerations
Evaluation should never cause mental, emotional, or physical harm to those in the priority population
Participants should always be informed of the purpose and potential risks
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Who will conduct the evaluation?
- Internal evaluation - Advantages (Fitzpatrick et al., 2004)
More familiar with organization & program
Knows decision making style of organization
Present to remind people of results
Able to communicate results more frequently & clearly
- External evaluation - Advantages (Fitzpatrick et al.,2004)
More objective; fresh outlook
Can ensure unbiased evaluation outcome
Brings global knowledge
Typical brings more breath & depth of technical expertise
- Combination of internal & external
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Evaluation Results
- Who will receive them?
- In what form will they be delivered?
- Different stakeholders may want different questions answered
- The planning for the evaluation should include a determination of how the results will be used.
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EVALUATION APPROACHES AND DESIGNS
Chapter 14
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Selecting an Evaluation Design
What can be expected from the program?
Determining what is to be evaluated.
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Basic Design Decision:
Types of Data
- Quantitative (deductive; applying principle to case)
Deals with numbers
Data can be transformed into numbers
Analysis largely statistical
Designs with control
- Qualitative (inductive; examining case to form principle)
Deals with words
Uses interviews & observational techniques
Analysis & reporting mostly narrative
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Qualitative Methods Used in Evaluation
(McDermott & Sarvela, 1999)
See Box 14.2, Page 400
- Case studies
- Content analysis
- Delphi technique
- Elite interviewing
- Ethnographic studies
- Film ethnography
- Focus groups
- Historical analysis
- In-depth interviewing
- Kinesics
- Nominal group
- Participant-observer studies
- Quality circle
- Unobtrusive techniques
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Ways to Integrate Qualitative & Quantitative Methods
(Steckler, McLeroy, Goodman, Bird, & McCormick, 1992)
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Ways to Integrate Qualitative & Quantitative Methods
(Steckler, McLeroy, Goodman, Bird, & McCormick, 1992)
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Participants (Groups) of Evaluation
- Experimental group - those who receive the intervention
- Groups use to compare
Control group - those who do not receive the intervention; have been randomly assigned to group
Comparison group - those who do not receive the intervention; have not been randomly assigned to group
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Hierarchy of Possible Designs
(from least control to most control)
- Pre-experimental
no comparison
- Quasi-experimental
defined by comparison of intact groups
comparison groups
- Experimental
defined by comparison after randomization
control groups
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There are many different possible designs…
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O1 X O2
- Where:
O1 = average number of cigarettes smoked in 24 hours; measured via self-report one month prior
X = four week, eight session, smoking cessation program
O2 = average number of cigarettes smoked in 24 hours; measured via self-report one month after the last session
A basic evaluation design:
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Validity (External & Internal)
- Internal Validity
the degree to which the program (intervention, treatment, independent variable) & not extraneous factors (confounding variables) cause the change that was measured.
- External Validity
the extent to which the program (intervention, treatment, independent variable) can be expected to produce similar effects in other populations (generalizability).
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Threats to Internal Validity
- History
- Maturation
- Testing (e.g., pre-testing)
- Instrumentation
- Statistical regression
- Selection
- Mortality
- Diffusion or imitation of interventions
- Compensatory equalization or rivalry
- Resentful demoralization
- Interaction of several threats
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Threats (reactive effects) to External Validity
- Social desirability
- Expectancy effect
- Hawthorne effect
- Placebo effect
- Multiple X interference
Priority Population #1
Priority Population #2
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