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Question
why is information obtained from samples used more often than information obtained from populations? choose all that apply. accuracy size of the population medical concerns (if collecting data involves a treatment) expense time reliability
Brief Explanations
- Size of the population: If a population is very large (e.g., all people in a country), it's impractical to collect data from every individual, so samples are used.
- Medical concerns: In medical research, applying a treatment to an entire population (e.g., a new drug) could be unethical or dangerous, so samples are used to test safety and efficacy.
- Expense: Collecting data from an entire population is often very costly (e.g., in terms of time, resources, and money). Sampling reduces these costs.
- Time: Gathering data from an entire population takes a lot of time. Sampling is faster, allowing for quicker analysis and results.
Accuracy and reliability are not reasons to use samples over populations—well - designed samples can be accurate and reliable, but the main drivers for using samples are the practical constraints of population size, medical ethics, cost, and time.
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- Size of the population
- Medical concerns (If collecting data involves a treatment)
- Expense
- Time