A popular brand of AAA batteries has an effective use time of 12.3 hours, on average. A startup company claims that their AAA batteries last longer. The startup company tested 24,000 of their new batteries and computed a mean effective use time of 12.32 hours. Although the difference is quite small (72 seconds-or just over a minute) , the effect was statistically significant (P-value < 0.0001) .
The most likely explanation for a 72-second difference being reported as statistically significant is
A) that old designs typically have more variability than new designs.
B) that 72 seconds is actually a substantial time difference for battery life.
C) that the sample size is very large, so even slight differences seem significant.
D) All of the answer choices are very likely explanations.
Correct Answer:
Verified
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