Which one of the following pairs of variables is likely to have a positive correlation? Number of hours you train at a skill and the number of mistakes you make doing that skill The speed of a car and the time to its destination Your height and your intelligence The square footage of a home and its price The number of alcohol you drink and your driving ability A person's height and their favorite color Which one of the following pairs of variables is likely to have a negative correlation? The number of miles run and the number of calories burned A person's height and their favorite color The speed of a car and the time to its destination The square footage of a home and its price Years of education and salary Which of the following pairs of variables are likely to have a positive correlation? Check all that apply. The speed of a car and the time to its destination Years of education and salary A person's height and their favorite color The square footage of a home and its price The number of miles run and the number of calories burned
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The Deep Dive
When it comes to correlating variables, some relationships just make sense! For example, consider the square footage of a home and its price — as one tends to increase, so does the other. It's like saying bigger homes often come with bigger price tags! This relationship is often driven by market demand, so it’s a great illustration of positive correlation in real estate. On the flip side, let’s talk negative correlations. Think about the speed of a car and the time to its destination. If you cruise along at a faster speed, you’re generally going to reach your destination quicker, right? So, here, as one variable increases (speed), the other (time) decreases. It’s a classic example of how just a bit of common sense can help us understand correlations in the real world!