Here are the essential concepts you must grasp in order to answer the question correctly.
Observational Study
An observational study is a research method where the investigator observes subjects without manipulating any variables. In this type of study, researchers collect data based on observations or surveys, allowing them to identify patterns or correlations without inferring causation. For example, in the given scenario, the researchers are simply gathering responses from patients about their comfort levels without intervening in the surgical process.
Recommended video:
Visualizing Qualitative vs. Quantitative Data
Experiment
An experiment is a research design where the investigator actively manipulates one or more independent variables to observe the effect on a dependent variable. This method allows researchers to establish cause-and-effect relationships by controlling for confounding factors. In the context of the question, if the researchers had assigned patients to different types of surgeries or conditions, it would qualify as an experiment.
Recommended video:
Causation vs. Correlation
Causation refers to a direct cause-and-effect relationship between two variables, while correlation indicates a relationship where two variables change together but do not necessarily influence each other. Understanding this distinction is crucial in interpreting study results. In the study mentioned, if the researchers find a correlation between comfort levels and the type of surgery, it does not imply that one causes the other without further experimental evidence.
Recommended video: