Question

Martin is looking at student performance data and finds that a higher number of days in attendance is correlated with higher scores on the final exam. Select the statement that best explains why this correlation does or does not imply causation.(1 point)
Responses

The correlation between attendance and test scores does not necessarily imply that attendance causes high test scores. There could be a third variable that affects both attendance and test scores.
The correlation between attendance and test scores does not necessarily imply that attendance causes high test scores. There could be a third variable that affects both attendance and test scores.

The correlation between attendance and test scores only implies causation if the correlation is high enough. Variables that are very strongly correlated imply causation.
The correlation between attendance and test scores only implies causation if the correlation is high enough. Variables that are very strongly correlated imply causation.

The correlation between attendance and test scores implies that attendance does not cause high test scores. There is no way that there could be causation between the two variables.
The correlation between attendance and test scores implies that attendance does not cause high test scores. There is no way that there could be causation between the two variables.

The correlation between attendance and test scores implies that attendance causes high test scores. Correlation between two variables implies causation.
The correlation between attendance and test scores implies that attendance causes high test scores. Correlation between two variables implies causation.
Remaining Attempts : 3

Answer 1

The correlation between attendance and test scores does not necessarily imply that attendance causes high test scores. There could be a third variable that affects both attendance and test scores.