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Economic decisions · Economics and scarcity

Modelling and the economic method

Why did gas prices jump last summer, and why did the line at your favorite food truck get longer? Economists cannot put a whole country under a microscope or repeat a recession in a laboratory. To understand such complex phenomena, they build simplified representations of reality that keep what is essential and discard the rest: models. By the end of this page you will see how a model explains a food truck's sales.

Economic models

Conceptual diagram showing how complex economic reality is simplified into a model with essential variables. Economic reality: millions of simultaneous decisions (too complex to analyze as a whole) Model: essential variables and relationships
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Explain what an economic model is and why simplifying reality is not a flaw but a necessity. Compare it to a subway map: how is it similar to and how does it differ from…

Explain what an economic model is and why simplifying reality is not a flaw but a necessity. Compare it to a subway map: how is it similar to and how does it differ from the real city?

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A café wants a simple model to predict how many coffees it will sell depending on the price it sets. State which two variables the model would include, which things it…

A café wants a simple model to predict how many coffees it will sell depending on the price it sets. State which two variables the model would include, which things it would leave out (weather, exams, road construction on the street) and why leaving them out does not make the model useless.

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A model of the sandwich market assumes that all buyers know the prices of all cafeterias and that all sandwiches are identical. a) Why are these assumptions not met in…

A model of the sandwich market assumes that all buyers know the prices of all cafeterias and that all sandwiches are identical.

  1. a) Why are these assumptions not met in reality?
  2. b) Why can the model still be useful despite this?
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Variables, assumptions, and the *ceteris paribus* clause

Conceptual diagram of the ceteris paribus clause, which isolates the effect of an explanatory variable on the dependent variable while holding the others constant. Explanatory variableticket price Dependent variableviewers ceteris paribus: the other factors do not change
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What does the Latin phrase "ceteris paribus" mean and why do economists use it? Give an example applied to the relationship between movie ticket prices and the number of…

What does the Latin phrase "ceteris paribus" mean and why do economists use it? Give an example applied to the relationship between movie ticket prices and the number of viewers.

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Explain what an economic variable is and give three examples (price, quantity sold, household income). Then, in the statement "if it gets hotter, more ice cream is…

Explain what an economic variable is and give three examples (price, quantity sold, household income). Then, in the statement "if it gets hotter, more ice cream is sold", indicate which variable is to be explained and which is used to explain it.

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What is an assumption within a model? Point out two hidden assumptions in this statement: "if the bus fare falls, more students will use it" (think about trip time,…

What is an assumption within a model? Point out two hidden assumptions in this statement: "if the bus fare falls, more students will use it" (think about trip time, distances, or the price of the alternatives).

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A school model states: "the more weekly hours of study, the higher the average grade". a) Which is the explained variable and which is the explanatory one? b) Name two…

A school model states: "the more weekly hours of study, the higher the average grade".

  1. a) Which is the explained variable and which is the explanatory one?
  2. b) Name two factors that the model leaves out and that can alter the result.
  3. c) How would you test the model against data from your own class?
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The scientific method in economics

Diagram of the cycle of the scientific method in economics: observation, model, prediction and empirical testing, with revision of the model if it fails. Observation Model Prediction Testing if it fails, the model is revised

The figure below shows the same cycle with one step covered by a question mark. Use the order of the arrows to work out which step is hidden, and say what is done at each step.

The steps of the scientific method in economics, with the second step covered by a question mark. Observation ? Prediction
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The figure shows the steps of the scientific method applied to economics, with one step covered by a question mark. State which step is missing and explain what is done…

The figure shows the steps of the scientific method applied to economics, with one step covered by a question mark. State which step is missing and explain what is done in each of the others.

Observation Model and assumptions Prediction ? Model revision if the prediction fails, the model is revised
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What is a prediction in economics and how do you check whether it was accurate? Give an example of a prediction about the market in your town (rental prices, store…

What is a prediction in economics and how do you check whether it was accurate? Give an example of a prediction about the market in your town (rental prices, store openings) and explain what data you would look at a year later.

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One state raises the minimum wage in its public sector and the neighboring one does not. Researchers compare the evolution of employment in both before and after. a)…

One state raises the minimum wage in its public sector and the neighboring one does not. Researchers compare the evolution of employment in both before and after.

  1. a) What does this testing strategy called a "natural experiment" consist of?
  2. b) What assumption must hold for the comparison to be valid? Reason out what could spoil it.
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A stationery store records the price of its notebooks and the units sold for four weeks in a row: at $\$3$ it sells $90$; at $\$4$, $75$; at $\$5$, $62$; at $\$6$, $50$.…

A stationery store records the price of its notebooks and the units sold for four weeks in a row: at $\$3$ it sells $90$; at $\$4$, $75$; at $\$5$, $62$; at $\$6$, $50$.

  1. a) What pattern do the data suggest?
  2. b) Formulate a model hypothesis and a testable prediction for a price of $\$7$, stating what assumption you are making.
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Correlation, causation and the fallacy of composition

Explanatory diagram of the difference between correlation and causation, showing how a hidden variable or common cause produces a correlation between two facts. Ice cream sales Drownings both rise with the summer heat hidden variable: temperature
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In summer, ice cream sales rise and so do drownings at beaches, but nobody says that ice cream causes drownings. Use this example to explain the difference between…

In summer, ice cream sales rise and so do drownings at beaches, but nobody says that ice cream causes drownings. Use this example to explain the difference between correlation and causation, and why confusing them leads to bad decisions.

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The minimum wage rises and youth unemployment does not change. One economist concludes: "raising the minimum wage does not destroy jobs"; another replies: "without the…

The minimum wage rises and youth unemployment does not change. One economist concludes: "raising the minimum wage does not destroy jobs"; another replies: "without the rise, unemployment would have fallen".

  1. a) Explain how the same piece of data admits two interpretations.
  2. b) What additional data would you need to decide which is more plausible? Relate it to the idea of "what would have happened" (the counterfactual scenario).
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Summary

See all the exercises in this section