When a Researcher Encounters Data Quality Issues,there Are Several Options

question 82

Multiple Choice

When a researcher encounters data quality issues,there are several options.Which of the following is NOT one of the options in addressing data quality issues?

• A)Throw out the respondent's entire data row.
• B)Leave the respondent's entire data row in the dataset.
• C)Leave the respondent's data row but correct the answers.
• D)Set the bad data items to blanks or missing data.

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Definitions:

Linear Relationships

Relationships between two variables that can be depicted with a straight line on a graph, indicating a constant rate of change.

Structural Equation Modeling

Statistical techniques that are used to evaluate a proposed set of relationships among variables.

Theoretical Model

A formal representation of theory, often using diagrams or mathematical expressions to describe relationships between variables.

Third Variables

Variables that are not directly involved in the study but could affect the outcome of the relationship between the independent and dependent variables.