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Researchers have found that children as young as two year old toddlers use mathematical concepts such as probability to understand the world around them and make decisions accordingly. In an experiment conducted to study such behaviour, toddlers observed an experimenter play a game with two different colored buttons. The pressing of the button would sometimes release a marble and sometimes not. When these toddlers were asked to play the same game, 23 out of 32 toddlers chose to press the button that was more successful in generating a marble.
Which of the following, if true, is important to rule out the possibility that the toddlers made a choice purely based on frequency, i.e. the number of times a button returned marbles, rather than probability?
A. The toddlers who chose the button that returned a marble fewer number of times were measured to have the same IQ as the ones who chose the other button.
B. None of the toddlers were found to have color-blindness and could differentiate between the two buttons on the basis of their colors.
C. During the experimenter's turn at the game, both the buttons generated a marble the same number of times, though the number of attempts for each button varied significantly.
D. 19 out of 23 toddlers who chose the button that was more successful in generating marbles belonged to families in which one of the parents was a Mathematics teacher.
E. Both the buttons released marbles with the same number of unsuccessful attempts between two successful ones.
The answer is C. To distinguish between frequency and probability, the key is to isolate frequency as a factor. If both buttons produced the same number of marbles but with varying attempts during the experimenter's turn, then the toddlers' choice of the more successful button (23 out of 32) is likely based on probability rather than just the sheer number of times the marble was released.
Explanation:
Probability vs. Frequency:
Probability is the likelihood of an event happening, while frequency is how often it has happened in the past. If both buttons generated marbles the same number of times (frequency), but one did it in fewer attempts (higher probability), the toddlers' choice for the more successful button would indicate they understood probability.
Why other options are incorrect:A: IQ is a measure of intelligence and does not directly relate to the understanding of probability. If all toddlers have the same IQ, it doesn't eliminate the possibility that they are choosing based on frequency.
B: Color blindness is irrelevant if the toddlers can differentiate between the buttons. The question is about probability vs. frequency, not color perception.
D: Parental occupation as a mathematics teacher could introduce a bias, but it doesn't explain whether the toddlers themselves understand probability. Some children of mathematicians might choose based on frequency.
E: Equal number of unsuccessful attempts between successful ones does not explain the toddlers' choice. This option is not relevant to the experiment.
Key takeaway: Option C directly addresses the core issue of differentiating probability from frequency in the toddlers' decision-making process.
Source: AI Overview