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Algebra 1
Correlation and causation
Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When artists paint more portraits, they use more paint.
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(B) When potters make more bowls, they use more clay.
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(C) When illustrators use more blue pencils, they use more green pencils.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Attending more plays is associated with attending more concerts.
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(B) Attending more sporting events is associated with buying food from concession stands more often.
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(C) Attending more music festivals is associated with taking more music lessons.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When beekeepers collect more honey, they get more bee stings.
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(B) When store owners sell more jelly, they sell more bread.
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(C) When manufacturers make more peanut butter, they use more peanuts.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Owning more horses is associated with having a larger stable.
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(B) Owning more chickens is associated with having more eggs.
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(C) Owning more goats is associated with owning more sheep.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Drinking iced coffee more often is associated with using a fan more often.
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(B) Drinking iced coffee more often is associated with consuming more caffeine.
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(C) Drinking iced coffee more often is associated with wearing shorts more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) More time spent in a library is associated with more time spent being quiet.
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(B) More time spent at a computer is associated with more time spent on the phone.
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(C) More time spent at school is associated with more time spent reading.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A)When bakers use more sugar, they use more butter.
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(B)When bakers make more cakes, they make more cookies.
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(C)When bakers make more bread, they use more flour.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When servers wait on more tables, they take more orders.
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(B) When dishwashers wash more plates, they wash more pots and pans.
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(C) When bussers clear more tables, they walk farther.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A)Grilling burgers more often is associated with grilling hot dogs more often.
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(B)Roasting vegetables more often is associated with using the oven more often.
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(C)Making pasta salad more often is associated with chopping vegetables more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Drinking hot cocoa more often is associated with washing mugs more often.
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(B) Using a fireplace more often is associated with burning wood or gas more often.
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(C) Making snow forts more often is associated with ice skating more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When the weather is sunny, people wear sunglasses more often.
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(B) When the weather is rainy, people carry umbrellas more often.
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(C) When the weather is snowy, people buy holiday gifts more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Riding a bicycle more often is associated with stronger leg muscles.
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(B) Riding a bicycle more often is associated with hiking more often.
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(C) Riding a bicycle more often is associated with wearing a helmet more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A)When illustrators use more blue pencils, they use more green pencils.
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(B)When artists paint more portraits, they use more paint.
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(C)When potters make more bowls, they use more clay.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Biking to work more often is associated with taking the bus to work more often.
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(B) Driving a longer distance to work is associated with using more gas.
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(C) Commuting a shorter distance to work is associated with having more free time.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) For a receptionist, greeting more visitors is associated with answering more phone calls.
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(B) For a librarian, interacting with more patrons is associated with answering more questions.
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(C) For a security guard, working more hours is associated with walking farther.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) When a family visits the zoo more often, they spend more time at pet stores.
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(B) When a family visits the zoo more often, they see more types of animals.
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(C) When a family visits the zoo more often, they visit museums more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) When roofers fix more damaged roofs, contractors fix more damaged siding.
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(B) When builders build more houses, lumber companies sell more wood.
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(C) When plumbers replace more water pipes, electricians rewire more homes.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When the weather is rainier, people see more worms.
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(B) When the weather is rainier, people stay indoors more.
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(C) When the weather is rainier, people do more gardening.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) For pizza makers, making more tomato sauce is associated with grating more cheese.
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(B) For pizza makers, mixing more dough is associated with using more flour.
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(C) For pizza makers, selling more pepperoni pizzas is associated with selling more mushroom pizzas.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A) Roasting vegetables more often is associated with using the oven more often.
\newline
(B) Making pasta salad more often is associated with chopping vegetables more often.
\newline
(C) Grilling burgers more often is associated with grilling hot dogs more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A)When a restaurant has more customers, there are more dishes to wash.
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(B)When a restaurant has more customers, there is less light outside.
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(C)When a restaurant has more customers, there are fewer empty tables.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Baking cookies more often is associated with snowier weather.
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(B) Baking cookies more often is associated with having more dishes to wash.
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(C) Baking cookies more often is associated with baking cakes more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) When a chef flips more pancakes, she scrambles more eggs.
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(B) When a waitress serves more bacon, she serves more coffee.
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(C) When a hostess seats more people, she hands out more menus.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Wearing a school uniform more often is associated with waking up early more often.
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(B) Commuting a long distance more often is associated with waking up early more often.
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(C) Doing chores on a farm more often is associated with waking up early more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Washing laundry more often is associated with using more water.
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(B) Dusting the furniture more often is associated with having shinier furniture.
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(C) Vacuuming living room carpets more often is associated with having cleaner bathrooms.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Drinking more milk is associated with consuming more calcium.
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(B) Drinking more hot chocolate is associated with consuming more gingerbread.
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(C) Drinking more orange juice is associated with consuming more vitamin C.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Burning more candles is associated with having a better-smelling room.
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(B) Burning more candles is associated with having a tidier room.
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(C) Burning more candles is associated with listening to soothing music more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Frying eggs more often is associated with cooking bacon more often.
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(B) Making pancakes more often is associated with flipping pancakes more often.
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(C) Having cereal for breakfast more often is associated with having more bowls to wash.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When people brush their teeth more often, they have fewer cavities.
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(B) When people brush their teeth more often, they have better breath.
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(C) When people brush their teeth more often, they floss more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) When there are more children in a city, there are more schools in the city.
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(B) When there are more shuttle buses in a town, there are more school buses in the town.
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(C) When there are more ambulances on the road, there are more fire trucks on the road.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Attending more car shows is associated with seeing more classic cars.
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(B) Attending more string quartet concerts is associated with attending more piano recitals.
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(C) Attending more magic shows is associated with reading more biographies of magicians.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A) More time spent at school is associated with more time spent reading.
\newline
(B) More time spent in a library is associated with more time spent being quiet.
\newline
(C) More time spent at a computer is associated with more time spent on the phone.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Wearing kneepads more often is associated with having more cuts and scrapes.
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(B) Having more muscular shoulders is associated with having more muscular legs.
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(C) Playing tennis more often is associated with better hand-eye coordination.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A) Making snow forts more often is associated with ice skating more often.
\newline
(B) Drinking hot cocoa more often is associated with washing mugs more often.
\newline
(C) Using a fireplace more often is associated with burning wood or gas more often.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When people spend more time sleeping, they eat more chicken soup.
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(B) When people spend more time sleeping, they dream more.
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(C) When people spend more time sleeping, they spend more time lying down.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Swimming more often is associated with more muscular shoulders.
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(B) Wearing a football jersey more often is associated with throwing a football more often.
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(C) Having quicker reaction times is associated with being able to run more quickly.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A)When potters make more bowls, they use more clay.
\newline
(B)When illustrators use more blue pencils, they use more green pencils.
\newline
(C)When artists paint more portraits, they use more paint.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
\newline
Choices:
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(A) When people dance more often, they sing more often.
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(B) When people play the snare drum more often, they play the xylophone more often.
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(C) When people act in plays more often, they go to rehearsals more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A) When store owners sell more jelly, they sell more bread.
\newline
(B) When manufacturers make more peanut butter, they use more peanuts.
\newline
(C) When beekeepers collect more honey, they get more bee stings.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
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(A) For a flight attendant, spending more time on airplanes is associated with wearing a uniform more often.
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(B) For a traveler, going on a longer trip is associated with taking more luggage.
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(C) For a pilot, having more passengers is associated with crossing more time zones.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A)In months with more sunny days, families spend more time at the beach.
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(B)In months with more sunny days, children spend more time at summer camp.
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(C)In months with more sunny days, students spend fewer days in school.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) Owning more dogs is associated with owning more cats.
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(B) Owning more dogs is associated with buying more dog food.
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(C) Owning more dogs is associated with visiting the vet more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) When more trees lose their leaves, people go apple picking more often.
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(B) When more trees lose their leaves, people wear sweaters more often.
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(C) When more trees lose their leaves, people use rakes more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When florists take more bouquet orders, they use more ribbon.
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(B) When florists take more bouquet orders, they cut more flowers.
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(C) When florists take more bouquet orders, they teach more flower-arranging classes.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
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Choices:
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(A) When families go to the pool more often, they go to the beach more often.
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(B) When families go to the pool more often, they wash towels more often.
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(C) When families go to the pool more often, they use more sunscreen.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Owning more mugs is associated with owning more teapots.
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(B) Drinking tea more often is associated with heating water more often.
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(C) Buying more tea bags is associated with buying more honey.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A)When potters make more bowls, they use more clay.
\newline
(B)When artists paint more portraits, they use more paint.
\newline
(C)When illustrators use more blue pencils, they use more green pencils.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) When hairdressers give more haircuts, they sweep up more hair.
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(B) When nail technicians give more manicures, they give more pedicures.
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(C) When barbers shampoo more hair, they trim more beards.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Eating plain yogurt more often is associated with better digestive health.
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(B) Eating carrots more often is associated with drinking more carrot juice.
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(C) Eating apples more often is associated with drinking water more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
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Choices:
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(A) Owning more clothes is associated with owning more shoes.
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(B) Owning more dress shirts is associated with owning more hangers.
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(C) Owning more earrings is associated with owning more necklaces.
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