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If you measure self-esteem before and after an experiment, then the subjects?

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Final answer:

Measurements before and after an intervention in experiments aim to assess the impact of the intervention, with hypothesis testing used to evaluate the effectiveness. Errors in measurements can affect the reliability of the results, while changes in grades before and after educational interventions can influence student attitudes.

Step-by-step explanation:

When measurements are taken in an experiment both before and after an intervention, such as medication or a training program, any subsequent analysis seeks to determine the impact of the intervention on the subjects. In this context, when looking at experiments involving factors such as self-esteem, blood pressure, pain levels, or educational achievement, the intention is to evaluate whether there is a significant change post-intervention. An example of such an experiment might involve measuring blood pressure before and after a biofeedback training program to assess effectiveness. Similarly, SAT scores might be compared before and after a prep class to evaluate the class's impact on performance.

An important aspect of such experiments is the hypothesis testing. In the case of blood pressure, one would test the hypothesis that there is a decrease in blood pressure measurements after the intervention. Taking an example from pain medication, if the alternative hypothesis is that there is less pain felt after the intervention, indicating a negative difference, it suggests improvement as lower scores post-medication show effectiveness. Any sources of error in measurements can significantly affect the reliability of the results, whether these errors occur before or after the intervention.

In educational settings, changes in grades before and after a certain change, like implementing a new teaching method, would likely affect student attitudes. Students who received "A" grades may respond differently compared to those with "C" or "F" grades. It is plausible that high-achieving students would seek to maintain their grades, students with average grades might be motivated to improve, whereas those failing may either see it as an opportunity for betterment or become disheartened depending on the nature of the change and their mindset.

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