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a consumer research company is interested in determining if a certain company’s new refrigerator model is more efficient than the older model. researchers decided to investigate the claim that the new model uses 10% less electricity than the older model for the same cooling load. to collect data, the company obtains 20 random refrigerators for each model. they are all placed in one building well separated from each other and are loaded with 50 bottles of water. the electricity usage is monitored for one month. how can the results be generalized?
select the correct answer below:
○ the conclusions should be applicable to any unit of the new model as compared to any unit of the old model.
○ the conclusions should be applicable to all refrigerators made by the same manufacturer.
○ the conclusions only apply to the sample that was obtained for the new models as compared to the sample that was obtained for the old model.
○ the conclusions should be valid for new model refrigerators from any manufacturer.
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The study uses random samples of 20 units each from the specific company's new and old refrigerator models, tested under controlled conditions. Generalizations are limited to the population the samples were drawn from: this manufacturer's new and old refrigerator models. The sample does not represent all manufacturers, nor is it too narrow to only apply to the tested units.
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The conclusions should be applicable to any unit of the new model as compared to any unit of the old model.