
The Economics of Uncertainty
S1:E16 Uncertainty in the Numbers
Statistics are tools for dealing with uncertainty, but they should be used with caution; putting unemployment rate and consumer price index into context; probing how such statistics are measured; what the sampling error and confidence interval say.

Professor Fullenkamp begins with black swan events; occurrences that are considered as improbable as black swans; a notable recent example is the 2008 financial crisis.; examining the nature of uncertainty and the best strategy for dealing with it.
S1:E1 • May 29, 2015 • 33m
Turning an uncertain situation into a risky situation; risk is probability and knowledge is power; this may sound counterintuitive, but is a surprisingly effective approach, pioneered by economist Frank Knight; where it applies in economic settings.
S1:E2 • May 29, 2015 • 30m
In dealing with uncertainty, it makes sense to have an arsenal of different strategies; five techniques for risk management that can be used in every sphere of life; producing information, diversifying, sharing risk, avoiding risk and absorbing risk.
S1:E3 • May 29, 2015 • 29m
Examining two different types of probability; frequency-based probabilities rely on many examples of a phenomenon; subjective probabilities call on personal experience and judgment; thinking critically about these two approaches and using them.
S1:E4 • May 29, 2015 • 30m
Handling uncertainty by studying two ways that people reach decisions; system 1 excels at making snap judgments; system 2 is analytical and more time-consuming; the strengths and weaknesses of each; the problem of estimating probabilities.
S1:E5 • May 29, 2015 • 30m
Converting uncertainty to risk; probing how probabilities can gauge rewards and risks; testing risk-assessing tools used in finance, including expected value, variance, standard deviation, coefficient of variation, Sharpe ratio, covariance and beta.
S1:E6 • May 29, 2015 • 33m
Knowing when a risky project is worth doing; how corporate managers decide whether they should undertake a new enterprise; simple graphic aids, such as scenario analysis and decision trees, are tools for weighing risk in both business and daily life.
S1:E7 • May 29, 2015 • 31m
Gambling gives valuable insight into any type of risk-taking activity; investing and entrepreneurship; the role of games of skill and chance in the economy; applying their lessons to activities such as banking and retirement planning.
S1:E8 • May 29, 2015 • 31m
Using game theory to shed light on strategic interactions; competitive transactions involving people or organizations; negotiating the sale of a house; pricing products for maximum sales; an intriguing competition between two potato chip brands.
S1:E9 • May 29, 2015 • 30m
Adverse selection occurs when the lack of information by one party leads to a distorted result; how this situation surfaces in many different contexts; used car sales, investment deals and Internet purchases; recognizing the adverse selection trap.
S1:E10 • May 29, 2015 • 31m
Another outcome of asymmetric information is the moral hazard problem; this peril rises spectacularly in the 2008 financial crisis; the widespread sale of bad loans to unwitting investors; it also lurks in many small-scale transactions; fighting it.
S1:E11 • May 29, 2015 • 31m
A case of moral hazard; the principal-agent problem; an agent is appointed to handle a matter beyond the expertise of the person doing the hiring; the agent may take unfair advantage of this situation; from home repair to government contracting.
S1:E12 • May 29, 2015 • 31m
The uncertain realm of compensation contracts, which ideally motivate employees to do a good job; often they have unintended consequences; the pluses and minuses of efficiency wages, milestone payments, promotions, stock options and other incentives.
S1:E13 • May 29, 2015 • 32m
Altruism is more complicated than simple selflessness; discovering the power of viewing altruism as economists do; as a mathematical expression called the utility function; studying altruism's connection to the moral hazard problem.
S1:E14 • May 29, 2015 • 33m
The ways one can insure against misfortune, from extended warranties to travel insurance to identity-theft protection; health, car, home and life insurance; how insurance products work; getting tips on what one should cover and at what value.
S1:E15 • May 29, 2015 • 30m
Statistics are tools for dealing with uncertainty, but they should be used with caution; putting unemployment rate and consumer price index into context; probing how such statistics are measured; what the sampling error and confidence interval say.
S1:E16 • May 29, 2015 • 31m
Nothing is as certain and yet so unpredictable as the business cycle; economic expansion is invariably followed by a recession and vice versa; studying different theories of the business cycle; knowing how to prepare for the next boom or bust.
S1:E17 • May 29, 2015 • 32m
Even in times of low inflation, no one knows when prices will take off again; the causes of inflation and efforts to control it; the surprising wisdom of promoting a small degree of inflation; the disaster of deflation, a generalized drop in prices.
S1:E18 • May 29, 2015 • 31m
Some market somewhere is making headlines because it is either hitting record highs or crashing down to earth; how to approach the uncertainty of financial markets with savvy and common sense; strategies that can help one reach their financial goals.
S1:E19 • May 29, 2015 • 30m
Government policies are a major source of uncertainty; the outcomes from several government interventions in the U.S. economy; looking at the regulatory cycle model, which shows how a complex system responds to new regulations.
S1:E20 • May 29, 2015 • 32m
Free trade produces uncertainty in economic players; how comparative advantage governs who benefits in the competition for international trade; tips for how individuals can cultivate their own comparative advantage in the labor market.
S1:E21 • May 29, 2015 • 32m
Looking at possible catastrophes that are decades away, such as overpopulation, scarcity of raw materials and environmental degradation; seeing that society has so far escaped the worst predictions of experts; why that is; what the future may hold.
S1:E22 • May 29, 2015 • 32m
Examining tools that professionals use to hedge against financial risk; studying the suitability of these instruments for individuals; probing real options, which are opportunities that can be seized or declined as conditions warrant.
S1:E23 • May 29, 2015 • 30m
Learning how to take the economic "stress test", inspired by bank evaluations made in the wake of the 2008 financial crisis; this helps to anticipate the most significant reversals and approach uncertainty with confidence and calm.
S1:E24 • May 29, 2015 • 33m