Which of the following data sets would likely have the highest veracity?Select answer from the options belowMall employees collecting data in the food court during holidays.Restaurant collecting data with surveys and questionnaires.Surveys collected for the last five years, stored in a warehouse.Data collected from a medical experiment.
Question
Which of the following data sets would likely have the highest veracity?Select answer from the options belowMall employees collecting data in the food court during holidays.Restaurant collecting data with surveys and questionnaires.Surveys collected for the last five years, stored in a warehouse.Data collected from a medical experiment.
Solution
The data set that would likely have the highest veracity would be the one collected from a medical experiment. This is because medical experiments are typically conducted under controlled conditions and follow strict protocols, which increases the accuracy and reliability of the data. Additionally, medical data is often verified through peer review, further enhancing its veracity.
Here's a step-by-step reasoning:
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Mall employees collecting data in the food court during holidays: This data set might not have high veracity because it's collected in an uncontrolled environment and the data collection process might not be standardized.
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Restaurant collecting data with surveys and questionnaires: While this data set might be more controlled than the first one, it still relies on self-reported data, which can be subject to bias and inaccuracies.
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Surveys collected for the last five years, stored in a warehouse: The veracity of this data set depends on how the surveys were conducted and how the data was stored. If the surveys were not conducted in a standardized manner or if the data storage methods were not reliable, the veracity could be compromised.
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Data collected from a medical experiment: As mentioned above, this data set is likely to have the highest veracity due to the controlled conditions and strict protocols followed in medical experiments.
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