问题


There is a single choice question about high school statistics. Answer the question by replying A, B, C or D.
Question: To test whether extensive exercise lowers the resting heart rate, a study is performed by randomly selecting half of a group of volunteers to exercise 1 hour each morning, while the rest are instructed to perform no exercise. Is this study an experiment or an observational study?
A. An experiment with a control group and blinding
B. An experiment with blocking
C. An observational study with comparison and randomization
D. None of the above
Answer:

答案

模型 模型答案 正确答案
金声玉亮2.0

B. An experiment with blocking.

In this study, the volunteers are randomly assigned to either an exercise group or a control group (no exercise). This random assignment is a key characteristic of an experiment. The study is designed to test the effect of exercise on resting heart rate, and the control group provides a baseline for comparison. There is no mention of blinding, which would involve concealing the treatment assignments from either the participants or the researchers. Therefore, option A is incorrect.

Option C is also incorrect because the study is not an observational study. In an observational study, the researcher observes the participants without intervening or manipulating any variables. In this case, the researcher is actively assigning participants to either an exercise or control group, which is a key feature of an experiment.

Option D is incorrect because the study does indeed fit the description of an experiment with blocking. Blocking refers to the process of dividing the participants into groups based on relevant characteristics (in this case, exercise or no exercise) to control for extraneous variables. By randomly assigning participants to either the exercise or control group, the study is using blocking to control for any potential differences between the groups.

Therefore, the correct answer is B. An experiment with blocking.
D
deepseekr1

The study involves assigning treatments (exercise vs. no exercise) to volunteers, making it an experiment rather than an observational study. While there is a **control group** (the non-exercising half), the question does not mention **blinding** (participants/researchers unaware of group assignments) or **blocking** (grouping by specific characteristics). Observational studies (option C) do not involve treatment assignment, so it is incorrect. Since neither A (requires blinding) nor B (requires blocking) apply, the correct answer is:

**D. None of the above**
D
gpto1 D D
GPT-4o A. An experiment with a control group and blinding D
llama3.1-70B-Instruct

B
D
llama3.1-405B-Instruct

B. An experiment with blocking.

In this study, the volunteers are randomly assigned to either an exercise group or a control group (no exercise). This random assignment is a key characteristic of an experiment. The study aims to investigate the effect of extensive exercise on resting heart rate, making it an experiment. There is no mention of blinding, so option A is incorrect. Option C is incorrect because the study is not an observational study, as the researcher is manipulating the variable (exercise) and measuring its effect. Option D is also incorrect because the study does fit the description of an experiment with blocking (the volunteers are divided into two groups based on the treatment they receive).
D
DeepSeek-Coder-V2 A. An experiment with a control group and blinding D
Qwen2-72B-Instruct A. An experiment with a control group and blinding D
baichuan4 A. An experiment with a control group and blinding D
doubao A

In this case, the researcher is randomly assigning the volunteers to different groups (one for exercise and one for no exercise), which is a key characteristic of an experiment. And having a group that does not exercise serves as a control group. There is no mention of blinding or blocking specifically, but it still qualifies as an experiment with a control group. It is not an observational study as the researcher is actively manipulating the variable (exercise) rather than just observing.
D
minimax A. An experiment with a control group and blinding D
kimi A. An experiment with a control group and blinding D
wenxinyiyan D

Explanation:
This study is an experiment because the researchers are manipulating the amount of exercise performed by the volunteers, which is the treatment in this case. However, the study does not include blinding since it is not mentioned that the volunteers or researchers are unaware of who is receiving the treatment (exercise) and who is not. Blocking is also not mentioned, which would involve grouping subjects based on some characteristic before randomization to ensure balance across treatment groups. Therefore, the most accurate description of this study is an experiment without blinding or blocking, making the answer "D. None of the above."
D
zhipu The correct answer is:

D. None of the above

Explanation: This study is an experiment because it involves manipulating a variable (the amount of exercise) to observe its effect on another variable (resting heart rate). It includes a control group (those who do not exercise) and an experimental group (those who exercise). However, it does not mention blinding or blocking, which are specific techniques used in certain types of experiments. Therefore, options A and B are not correct. Option C is incorrect because it describes an observational study, but this study is an experiment due to the active manipulation of the exercise variable. Thus, the most accurate choice is D, as none of the provided options fully describe the study design correctly.
D
gpto1 D D
deepseekv3 The study described involves randomly selecting half of the volunteers to exercise and instructing the other half to perform no exercise. This setup includes **randomization** and the presence of a **control group** (the group that does not exercise). These are key characteristics of an **experiment**. However, there is no mention of **blinding** (where participants or researchers are unaware of who is in which group) or **blocking** (grouping similar individuals together to control for confounding variables).

Thus, the correct answer is:

**D. None of the above**

(The study is an experiment with a control group, but it does not involve blinding or blocking, so none of the provided options fully describe it.)
D