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Algebra 1
Correlation and causation
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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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 tidier room.
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(B) Burning more candles is associated with listening to soothing music more often.
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(C) Burning more candles is associated with having a better-smelling room.
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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 factory produces more washing machines, it produces more dryers.
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(B) When a factory produces more washing machines, it uses more metal.
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(C) When a factory produces more washing machines, it assembles more cardboard boxes.
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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 journalists, writing more articles is associated with doing more research.
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(B) For news correspondents, interviewing more people is associated with meeting more people.
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(C) For news anchors, sitting for longer periods is associated with doing more talking.
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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) Commuting a long distance more often is associated with waking up early more often.
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(B) Doing chores on a farm more often is associated with waking up early more often.
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(C) Wearing a school uniform 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 both correlation and causation?
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Choices:
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(A) Eating hot dogs more often is associated with eating coleslaw more often.
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(B) Eating sandwiches more often is associated with eating bread more often.
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(C) Eating burgers more often is associated with eating french fries 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) For an airline, hiring more gate agents is associated with hiring more flight attendants.
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(B) For a hotel, having more guests is associated with cleaning more rooms.
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(C) For a tourist, taking more pictures is associated with packing a larger suitcase.
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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 dental surgeons, performing more root canals is associated with numbing more patients' gums.
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(B) For dentists, treating more cavities is associated with whitening more teeth.
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(C) For dental hygienists, cleaning more teeth is associated with using more polishing toothpaste.
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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 music festivals is associated with taking more music lessons.
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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 plays is associated with attending more concerts.
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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 apples more often is associated with drinking water more often.
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(C) Eating carrots more often is associated with drinking more carrot juice.
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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 carrots more often is associated with drinking more carrot juice.
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(B) Eating apples more often is associated with drinking water more often.
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(C) Eating plain yogurt more often is associated with better digestive health.
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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) Pruning more fruit trees is associated with owning more varieties of fruit trees.
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(B) Pruning more fruit trees is associated with having tired arms more often.
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(C) Pruning more fruit trees is associated with using garden shears 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 people sing in public more often, they speak in public more often.
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(B) When people play the piano more often, their hands become more flexible.
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(C) When people draw pictures more often, they paint 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 bakers use more sugar, they use more butter.
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(B)When bakers make more bread, they use more flour.
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(C)When bakers make more cakes, they make more cookies.
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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 bread more often is associated with rolling out pie crusts more often.
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(B) Baking bread more often is associated with baking cookies more often.
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(C) Baking bread more often is associated with making dough 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 ambulances on the road, there are more fire trucks on the road.
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(C) When there are more shuttle buses in a town, there are more school buses in the town.
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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 farmers, having more fields is associated with having more barns.
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(B) For farmers, growing more corn is associated with selling more corn.
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(C) For farmers, raising more pigs is associated with raising more cows.
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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) Going to the movies more often is associated with renting movies at home more often.
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(B) Going to the movies more often is associated with spending more money.
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(C) Going to the movies more often is associated with eating more popcorn.
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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, selling more pepperoni pizzas is associated with selling more mushroom pizzas.
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(B) For pizza makers, making more tomato sauce is associated with grating more cheese.
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(C) For pizza makers, mixing more dough is associated with using 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) Owning more dogs is associated with visiting the vet more often.
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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 owning more cats.
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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 pilot, having more passengers is associated with crossing more time zones.
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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 flight attendant, spending more time on airplanes is associated with wearing a uniform more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
\newline
Choices:
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(A) When there are more ambulances on the road, there are more fire trucks on the road.
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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 children in a city, there are more schools in the city.
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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 security guard, working more hours is associated with walking farther.
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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 receptionist, greeting more visitors is associated with answering more phone calls.
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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 soda more often is associated with recycling more bottles and cans.
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(B) Drinking soda more often is associated with having more cavities.
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(C) Drinking soda more often is associated with eating pizza 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) Taking an English literature class is associated with reading more books.
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(B) Watching more true crime documentaries is associated with reading more mysteries.
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(C) Reading more biographies is associated with reading more historical fiction.
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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) Going hiking more often is associated with going kayaking more often.
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(B) Going hiking more often is associated with running more often.
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(C) Going hiking more often is associated with having stronger leg muscles.
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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 a professional soccer goalie, more shots on goal is associated with diving for a ball more often.
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(B) For a professional basketball player, dribbling a ball more often is associated with jumping more often.
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(C) For a professional baseball player, spending more time at bat is associated with spending more time in the outfield.
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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) Hosting more dinner parties is associated with vacuuming more often.
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(B) Cleaning windows more often is associated with vacuuming more often.
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(C) Having more dogs is associated with vacuuming 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) Wearing a school uniform more often is associated with waking up early more often.
\newline
(B) Doing chores on a farm more often is associated with waking up early more often.
\newline
(C) Commuting a long distance more often is associated with waking up early more often.
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) Visiting art museums more often is associated with seeing sculptures more often.
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(B) Taking painting classes more often is associated with going to art supply stores more often.
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(C) Spending more money on sketchbooks is associated with visiting photo galleries more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
\newline
Choices:
\newline
(A) Attending more sporting events is associated with buying food from concession stands more often.
\newline
(B) Attending more plays is associated with attending more concerts.
\newline
(C) Attending more music festivals is associated with taking more music lessons.
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) Mowing the lawn more often is associated with showering more often.
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(B) Working out more often is associated with showering more often.
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(C) Wearing sunglasses more often is associated with showering 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 an actress acts on stage more often, she wears more makeup.
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(B)When a singer sings carols more often, she wears sweaters more often.
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(C)When a dancer dances more often, she stretches more often.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
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(A) Owning more couches is associated with owning more dining room chairs.
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(B) Owning more TVs is associated with owning more remote controls.
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(C) Owning more beds is associated with owning more mattresses.
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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 competitive swimmers, swimming in longer races is associated with making more turns.
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(B) For competitive divers, somersaulting in the air more often is associated with lifting weights more often.
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(C) For competitive surfers, doing more surfing tricks is associated with spending more time on a surfboard.
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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 toy stores, selling more toys is associated with earning more money.
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(B) For customers, buying more toy trucks is associated with buying more toy cars.
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(C) For toy makers, making more toy cars is associated with using more toy car wheels.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
\newline
Choices:
\newline
(A) Reading more biographies is associated with reading more historical fiction.
\newline
(B) Watching more true crime documentaries is associated with reading more mysteries.
\newline
(C) Taking an English literature class is associated with reading more books.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
\newline
Choices:
\newline
(A) Owning more dress shirts is associated with owning more hangers.
\newline
(B) Owning more clothes is associated with owning more shoes.
\newline
(C) Owning more earrings is associated with owning more necklaces.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A) Cleaning windows more often is associated with vacuuming more often.
\newline
(B) Having more dogs is associated with vacuuming more often.
\newline
(C) Hosting more dinner parties is associated with vacuuming more often.
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) When the weather is snowy, people buy holiday gifts 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 sunny, people wear sunglasses 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) For a patient, getting blood work done more often is associated with getting X-rays taken more often.
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(B) For a doctor, having more patients is associated with having less time to spend with each patient.
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(C) For a nurse, taking more blood pressures is associated with recording more information.
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Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
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(A) Golfing more often is associated with watching golf on TV more often.
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(B) Golfing more often is associated with swinging a golf club more often.
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(C) Golfing more often is associated with riding in a golf cart 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) Owning more TVs is associated with owning more remote controls.
\newline
(B) Owning more beds is associated with owning more mattresses.
\newline
(C) Owning more couches is associated with owning more dining room chairs.
Get tutor help
Each of these relationships reflects a correlation. Which relationship most likely reflects correlation but not causation?
\newline
Choices:
\newline
(A)When a dancer dances more often, she stretches more often.
\newline
(B)When a singer sings carols more often, she wears sweaters more often.
\newline
(C)When an actress acts on stage more often, she wears more makeup.
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)Driving a longer distance to work is associated with using more gas.
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(B)Biking to work more often is associated with taking the bus to work more often.
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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 both correlation and causation?
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Choices:
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(A) When nail technicians give more manicures, they give more pedicures.
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(B) When hairdressers give more haircuts, they sweep up more hair.
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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?
\newline
Choices:
\newline
(A) Owning more earrings is associated with owning more necklaces.
\newline
(B) Owning more clothes is associated with owning more shoes.
\newline
(C) Owning more dress shirts is associated with owning more hangers.
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) More time spent at a computer is associated with more time spent on the phone.
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(B) More time spent at school is associated with more time spent reading.
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(C) More time spent in a library is associated with more time spent being quiet.
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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 coffee shops serve more coffee, they use more cups.
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(B)When coffee shops grind more coffee beans, they make more pastries.
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(C)When coffee shops make more lattes, they make more cappuccinos.
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Each of these relationships reflects a correlation. Which relationship most likely reflects both correlation and causation?
\newline
Choices:
\newline
(A) For a professional soccer goalie, more shots on goal is associated with diving for a ball more often.
\newline
(B) For a professional baseball player, spending more time at bat is associated with spending more time in the outfield.
\newline
(C) For a professional basketball player, dribbling a ball more often is associated with jumping more often.
Get tutor help
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