Math  /  Data & Statistics

QuestionWhich source of bias is most relevant to the following situation? A research study funded by a shoe polish company found that scuffed shoes were the number one reason to not hire a job applicant. self-interest study voluntary response bias nonresponse bias or missing data perceived lack of anonymity loaded or leading question

Studdy Solution

STEP 1

1. The problem involves identifying a potential source of bias in a research study.
2. The study is funded by a shoe polish company, which may influence the results.

STEP 2

1. Understand the context of the study.
2. Identify potential sources of bias.
3. Determine the most relevant source of bias.

STEP 3

Understand the context of the study: The study is funded by a shoe polish company, which may have a vested interest in the outcome of the research.

STEP 4

Identify potential sources of bias: - Self-interest study: The study may be biased because the funding company has a financial interest in the results. - Voluntary response bias: Bias that occurs when participants choose to respond to a survey or study. - Nonresponse bias or missing data: Bias that occurs when certain groups do not respond to a survey or study. - Perceived lack of anonymity: Bias that occurs when participants do not feel their responses are anonymous. - Loaded or leading question: Bias that occurs when questions are phrased in a way that leads respondents to a particular answer.

STEP 5

Determine the most relevant source of bias: Given that the study is funded by a shoe polish company, the most relevant source of bias is likely the self-interest study, as the company may have a vested interest in promoting the importance of shoe appearance.
The most relevant source of bias is:
Self-interest study \text{Self-interest study}

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