3. Collecting Data
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What are the differences between an experiment, an observational study, a survey, and a simulation?
Observational study, see solution.
We want to determine the type of study being conducted in the described situation.
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A researcher compares incomes of people who live in rural areas with those who live in large urban areas. |
To do so, let's first recall the different types of studies and their definitions.
| Study Type | Definition |
|---|---|
| Experiment | The sample is divided into one or more groups, that undergo a change in order to collect data on their response. The effects of the experiment are then measured and compared with other groups, for instance with a control group that does not undergo a change. |
| Observational Study | Members of a sample are measured or observed without being affected by the study. |
| Survey | Data are collected from responses given by a sample regarding their characteristics, behaviors, or opinions. |
| Simulation | Uses a model to reproduce a situation or a process so that the simulated outcomes closely match the real-world outcomes. |
In our situation, the data are obtained by measuring incomes of people from each group without affecting the individuals or their environment. Therefore, the situation describes an observational study.