Introduction to Planning a Study

AP Statistics· difficulty 2/5

Researchers select a random sample of 200 employees from a large company and randomly assign 100 to a new flexible-schedule policy and 100 to the standard schedule. After 6 months they compare productivity.

All employees Random Sampling 200 sampled Random Assignment Flexible (100) Standard (100) Both random sampling AND assignment

Which scope of inference is appropriate?

  • A

    Generalization only, no causal inference

  • B

    Cause-and-effect can be inferred and results generalized to all employees of the company

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  • C

    Neither causal inference nor generalization

  • D

    Cause-and-effect inference only, no generalization

Explanation

Random sampling allows generalization to the population (the company); random assignment allows causal inference. Both random elements are present, so both conclusions are justified.

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