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The survey has bias. (a) Determine the type of bias. (b) Suggest a remedy. Suppose you are conducting a survey regarding illicit drug use among teenagers in the Baltimore school district. You obtain a cluster sample of 12 schools within the district and sample all sophomore students in the randomly selected schools. The survey is administered by the teachers.

Short Answer

Expert verified
(a) Response bias. (b) Use an anonymous survey and have independent researchers administer it.

Step by step solution

01

Identify the type of bias

Determine the specific type of bias present in this survey. The survey's context suggests that students may not respond truthfully due to the involvement of teachers administering the survey, leading to response bias.
02

Explain Response Bias

Response bias occurs when respondents give inaccurate answers to survey questions. In this case, the sensitive nature of illicit drug use and the presence of teachers administering the survey may cause students to underreport or lie about their behavior.
03

Suggest a remedy

Identify one or more steps that can be taken to minimize or eliminate the bias. A good solution might involve ensuring anonymity and confidentiality, such as administering the survey anonymously through an online platform with no teacher involvement.
04

Implement Anonymous Surveys

Propose the implementation of anonymous surveys where students can answer without fear of identification or judgment. This will likely yield more honest responses.
05

Alternative Administration

Consider tasking independent researchers, rather than teachers, with administering the survey. This can help further reduce the response bias by creating an environment where students feel safer revealing truthful information.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Response Bias
Response bias occurs when participants provide inaccurate or false answers to survey questions. This bias is particularly problematic in surveys about sensitive or taboo topics, like illicit drug use among teenagers. Students might feel pressured to give socially acceptable answers, or they might fear repercussions if their answers are discovered by authorities. Because the survey in question was administered by teachers, students could easily feel stressed to hide the truth. This fear of judgment or punishment can lead them to underreport or lie about their drug use, distorting the survey results. Understanding response bias is crucial for creating strategies to mitigate it and collect more accurate data.
Anonymity in Surveys
Ensuring anonymity means that respondents' identities cannot be linked to their answers. This is critical in sensitive surveys to help participants feel safe enough to provide honest responses. When students know their responses are anonymous, they are less likely to fear judgment or punishment. In the exercise's context, administrators could use an anonymous online survey platform to collect data, keeping responses untraceable to any individual. Simple measures like these increase trust and encourage truthful answers, thereby reducing response bias and enhancing data reliability.
Confidentiality
Confidentiality in surveys means that the researchers can link individual responses to identities, but they keep this information secret. It's an essential aspect when dealing with sensitive data. Confidentiality assurances make participants more likely to respond truthfully because they trust that their responses won't be disclosed to others. In the exercise solution, confidentiality could be maintained by having independent researchers, rather than teachers, administer the survey and assure students that their answers will not be shared or connected to them. This additional layer of trust helps mitigate response bias effectively.
Survey Administration Methods
The way a survey is administered can greatly impact the responses gathered. To reduce response bias and improve data accuracy, selecting the right administration method is key. For example, surveys conducted face-to-face by teachers might cause students to answer untruthfully due to fear. Instead, using an online anonymous survey method could alleviate such stress and encourage honesty. Additionally, having independent researchers administer the surveys can create a neutral environment, further improving response truthfulness. Applying these methods ensures that the survey results better reflect reality, providing a sound basis for any decisions or policies based on the survey data.

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