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A Physical Education Researcher Wishes to Determine If Walking Every

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A physical education researcher wishes to determine if walking every day affects the health of middle-aged men. The researcher randomly identifies 400 participants in two groups. Members of one group belong to a health club and walk on its track and members of the other do not. After two months, the researcher decides the group who walks daily is healthier and concludes that walking positively affects men's health. This conclusion is of questionable validity because:


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Elements of an individual's personality, such as extroversion or agreeableness, that influence behavior and interactions.

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