Exam 11: Using Experiments to Evaluate Programs
Describe the organizational conditions that favor conducting an experimental evaluation.
Several organizational conditions can favor conducting an experimental evaluation. First, having a supportive and open-minded leadership team is crucial. Leaders who value evidence-based decision making and are willing to invest resources in experimental evaluations create an environment where such evaluations can thrive.
Second, a culture of data-driven decision making is important. Organizations that prioritize collecting and analyzing data to inform their strategies are more likely to see the value in experimental evaluations and be willing to allocate resources to support them.
Third, having a dedicated research or evaluation team can greatly facilitate experimental evaluations. This team can be responsible for designing and implementing experiments, analyzing the results, and communicating findings to relevant stakeholders.
Additionally, having access to necessary resources such as funding, time, and expertise is essential for conducting experimental evaluations. Without these resources, it can be challenging to design and execute high-quality experiments.
Finally, clear communication and buy-in from all stakeholders is critical. When everyone in the organization understands the purpose and value of experimental evaluations, they are more likely to support and participate in the process. This can lead to more successful and impactful evaluations.
A good approach to interpretation when a program fails to achieve its objectives is
C
How might an evaluator seek to reduce attrition among the members of control groups?
An evaluator looking to reduce attrition among the members of control groups in a study or program evaluation can implement several strategies to maintain participant engagement and minimize dropout rates. Attrition can threaten the validity of a study by leading to non-random differences between those who remain and those who leave the study. Here are some strategies to reduce attrition:
1. **Effective Communication**: Maintain clear, consistent, and open lines of communication with participants. Explain the importance of their continued participation and how their involvement contributes to the study's goals.
2. **Incentives**: Offer incentives for participation, which could be monetary or non-monetary rewards such as gift cards, vouchers, or access to services. Incentives should be ethical and not coercive.
3. **Convenience**: Make participation as convenient as possible. This could involve flexible scheduling, multiple locations for participation, or providing online or mobile platforms for data collection.
4. **Engagement**: Foster a sense of community or engagement among participants. This could be through social events, newsletters, or online forums where participants can share experiences and feel part of a group.
5. **Feedback**: Provide regular feedback to participants about the progress of the study and how their data is contributing. This can help participants feel valued and see the importance of their continued involvement.
6. **Support**: Offer support for participants who might face barriers to continued participation. This could include providing childcare, transportation, or addressing language barriers.
7. **Minimal Burden**: Design the study to minimize the burden on participants. This includes reducing the frequency and length of assessments, streamlining procedures, and ensuring that participation does not become overly burdensome or intrusive.
8. **Follow-up**: Implement diligent follow-up procedures for participants who miss appointments or are at risk of dropping out. Personalized contact, such as phone calls or home visits, can be more effective than impersonal reminders.
9. **Ethical Treatment**: Ensure that participants are treated ethically and with respect. This includes protecting their privacy, ensuring confidentiality, and being sensitive to their needs and concerns.
10. **Understanding Reasons for Attrition**: Conduct exit interviews or surveys with participants who choose to leave the study to understand their reasons for attrition. This information can be used to make adjustments to retain remaining participants and inform future studies.
11. **Interim Analysis**: Regularly analyze data for patterns of attrition that may indicate particular issues with certain subgroups or aspects of the study, allowing for timely interventions.
By implementing these strategies, an evaluator can help ensure that control group members remain engaged and active throughout the study, thereby preserving the integrity of the research and the validity of the results.
One can expect the most objections to a proposal for an experimental evaluation of a program when
Interpretations of outcomes of experimental designs are much more useful when
When determining the costs of a valid, experimental evaluation of a new medical treatment, innovators often overlook the costs of
One objection made about true experiments that is not valid is that
When an ambitious program evaluation of a public policy (such as welfare reform) fails to find that the new policy had a positive impact,
Service providers sometimes object to random assignment to groups because they try to match particular social services to particular individuals,
When control groups feel rivalry with the experimental group, it is possible that
One of the many differences between quasi-experiments and true experiments is that
If a control group experiences resentful demoralization because its members realize that they are not receiving desired program benefits, it is possible that
Once stakeholders agree that random assignment to groups will be permitted, it is crucial that
Whenever preexisting, intact groups are used for an evaluation,
When services or medical treatments are offered before being carefully evaluated,
Usually a new program cannot be implemented in all parts of an organization simultaneously. This pattern
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