Lesson 11 (slides 1-21) Flashcards

(42 cards)

1
Q

What is the plan called that establishes data collection procedures and hypothosis testing?

A

Evaluation design AKA research design

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2
Q

What provides structure for the major components of the study?

A

Evaluation design

  • When, from whom, how, and what program procedures and measurements will be applied
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3
Q

Overall, what is evaluation design attempting to address?

A

CAUSALITY

  • Did the intervention/program cause the effects?
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4
Q

What are the three design characteristics for improving causality?

A
  1. Comparison/control group similar to the experimental/exposed group
  2. Measurement of outcome variables before and after the intervention
  3. Minimal threats to internal and external validity
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5
Q

EVALUATION DESIGN NOTATION

R

A

Random assignment of an evaluation study participant (or unit) to a group

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6
Q

EVALUATION DESIGN NOTATION

E

A

Experimental (intervention or treatment) group

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7
Q

What does E1, E2, E3, …..En indicate?

A

Indicates planned exposure of the group to different intervention procedures.

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8
Q

EVALUATION DESIGN NOTATION

C

A

Control (equivalent) group established only by random assignment

  • Indicates NO exposure to an intervention or exposure to a minimum or standard intervention procedures
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9
Q

EVALUATION DESIGN NOTATION

C

A

Comparison group established through any other method other than randomization

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10
Q

EVALUATION DESIGN NOTATION

X

A

Intervention procedures applied to an E (experimental) group

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11
Q

What does X1, X2, X3, …..Xn indicate?

A

Indicates an intervention consisting of multiple, different approaches

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12
Q

EVALUATION DESIGN NOTATION

O

A

An observation or measurement to collect data.

Including:

  • Tests
  • Interviews
  • Visual or audio ratings, or
  • Record interviews
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13
Q

What does O1, O2, O3,….. indicate?

A

Indicates multiple measurements at different times

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14
Q

EVALUATION DESIGN NOTATION

T

A

Time when an observation, assignment to a group, or application of intervention procedures has occured.

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15
Q

What does T1, T2,T3,…. Tn indicate?

A

Indicates repeated observations

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16
Q

EVALUATION DESIGN NOTATION

n

A

Number of participants (sample)

- Could be in the E, C, or C group

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17
Q

CATEGORIES OF EVALUATION DESIGN

18
Q

Is random assignment used?

  • YES
A

Experimental design

19
Q

Is random assignment used?

  • NO

Is there a comparison group or multiple observations?

YES?

NO?

A

YES

  • Quasi-experiemental design

NO

  • Non-experimental design
20
Q

CATEGORIES OF EVALUATION DESIGN

Includes one experimental group (E) but no

control group (C) or comparison group (C)

A

Non-experiemental design

21
Q

What are the 3 research designs?

Which one is the weakest and why?

A

The three research designs:

  1. Non-experimental design
    • Weakest in regards to internal and external validity
  2. Quasi-experiemental design
  3. Experiemental design
22
Q

CATEGORIES OF EVALUATION DESIGN

  • Includes an experiemental group (E) and a comparison group (C) created by methods other than random assignment
  • Includes observations of both groups, both prior to and after application of intervention (X) procedures
    • Multiple waves of data collection
    • Does not account for all biases of internal validity
A

Quasi-Experimental Design

23
Q

CATEGORIES OF EVALUATION DESIGN

  • Includes random assignment of experimental (E) group and a control (C) group
    • Observations of both groups prior to and after application of the intervention (X) procedures
    • Yields the most interpretable and defensible results of evidence of behavioral impact
A

Experimental Design

24
Q

What is the ‘Gold Standard’ in evaluation design and why?

A

Experimental design

  • It yields the most interpretable and defensible evidence of behavioral impact
  • Asserts the greatest degree of control over biasing factors that compromise internal validity of results
25
What are the most commonly used evaluation (and research) designs?
1. One-shot case study 2. Retrospective Pretest 3. One-group pretest-posttest design 4. Time series design 5. Pretest-posttest control-group design 6. Case study design
26
Which design is this? X--------O *(hint: How are paticipants faring after the services?)*
**One-shot case study** * (non-experimental)* - Survey of program participants after participation in the program
27
What is the absolute most simplest form of outcome evaluation? ## Footnote WebRep currentVote noRating noWeight
**One-shot Design** Ex: How many people who attended a smoking cessation program are not smoking a month later? *- How participants are faring after the services.* WebRep currentVote noRating noWeight
28
What are the primary weaknesses of one-shot design?
**Does not demonstrate change *_during_* or _as a result of_ the program** * No comparison * No multiple waves of data
29
When is it best to use a one-shot design?
Best if used to answer descriptive research questions
30
Why would it be difficult to establish observations are due to a disaster with a one-shot design?
Because there would be no comparison and no multiple waves of data collection
31
Which design is this? X--------O \*\*\*respondents are asked to *_recall_* information before and after the intervention
**Retrospective Pretest** * Survey of program participants *_after_* participation in the program
32
What are the primary weaknesses of the retrospective pretest?
**Recall Bias** - Relies on memory
33
Which design is this? O1-------X--------O2
**One Group Pretest-Posttest Design** - Evaluator collects data *_before_* and *_after_* the program is conducted
34
What are the primary weaknesses of the one group prestest-posttest design?
* Potential selection bias * Attrition (drop-out) * Potential measurment bias * Poor validity & reliability
35
What needs to be considered with internal validity?
Is the intervention the only (or most) plausible explanation for the changes?
36
What is internal validity?
Degree to which measured change can be attributed to the program
37
What is external validity?
Extent to which the program can produce similar effects in other populations **- Is the program *generalizable*?**
38
What are the two types of threats to internal validity?
Two primary sources of bias: 1. Non-program related sources of bias 2. Program related sources of bias
39
What are the two sources of non-program related bias?
1. Maturation 2. Historical bias
40
What are the three sources of program related bias?
1. Attrition 2. Selection bias 3. Measurement bias
41
Which sources of bias are uncontrollable and which are somewhat controllable?
Uncontrollable: non-program related Controllable: program related
42