Proper Interpretation Example?

Proper Interpretation Example?

• A. The results suggest a relationship between social media use and attention, though causation cannot be determined.
• B. The results prove that social media causes attention problems.
• C. There is no relationship between the variables.
• D. The results apply to all populations.

Answer: (A)

Distinguishing between association and causation is key here. The proper interpretation is that the results show a relationship between social media use and attention, but causation cannot be determined from this study alone. This acknowledges the limits of the design—there could be confounding factors, reverse causation, or third variables that explain the link. It also avoids overgeneralizing beyond the sample studied. Other statements push beyond what the data support by claiming causation or universal applicability, or they ignore the observed association altogether.

Distinguishing between association and causation is key here. The proper interpretation is that the results show a relationship between social media use and attention, but causation cannot be determined from this study alone. This acknowledges the limits of the design—there could be confounding factors, reverse causation, or third variables that explain the link. It also avoids overgeneralizing beyond the sample studied. Other statements push beyond what the data support by claiming causation or universal applicability, or they ignore the observed association altogether.