Which of the following statements is true concerning data selection ?

 

Data selection is an essential part of any data-driven decision making process. It helps you identify the most important data points and makes sure that the information you use is reliable and valid. Which of the following statements is true concerning data selection ? A) Data selection is a quick and easy task that can be completed in a few minutes. B) Data selection is an essential part of any data-driven decision making process. C) All data selection involves selecting which data to use and making sure that it is reliable and valid. D) Data selection is a process that can help you make better decisions by identifying the most important data points.

A: A data selection strategy is required by federal law.

A data selection strategy is required by federal law.

Statements 1 and 2 are both true. Federal law requires agencies to develop a data selection strategy when collecting data that could potentially be used for enforcement actions or adjudication proceedings.

B: A good data selection strategy can eliminate the need for data collection.

A data selection strategy can eliminate the need for data collection.

False. A data selection strategy can actually create a need for more data collection as it helps you identify which information is most important to you and which can be discarded.

C: A data selection strategy must be established after the data are collected.

A data selection strategy must be established after the data are collected.

Dl: Establishing a data selection strategy prior to collecting data decreases the chance of a biased outcome.

A data selection strategy prior to collecting data decreases the chance of a biased outcome.

False. A data selection strategy prior to collecting data does not decrease the chance of a biased outcome; it increases the chance of a biased outcome.

 

 

Answer:

The correct answer is option D.

 

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