Interventioner och empiriska metoder Flashcards

1
Q

Government interventions in markets

A

Laissez-faire - no interventions

Efficiency
To correct for externalities, asymmetric information, and imperfect competition (neoclassic economics)

To correct for internalities (behavioral economics - not an issue for homo economics)
(e.g., time inconsistency and bounded rationality)

Equity
To re-distribute income and wealth
To introduce social insurance
Equity is about fairness while equality is about equal shares

Policy
To achieve policy goals
To finance public expenditures

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2
Q

Policy instruments

A

Regulation
Ban - e.g. age limits, emission standards
Restriction - e.g. max noise level, max levels of emissions from cars, quotas (e.g., tradable permits)

Fiscal (economic incentives)
Tax
Tax on pollution (market failure) - corrective tax (decreases inefficiency)
Tax on a product - distorting tax (increases inefficiency)
Lump-sum tax (e.g. per capita tax) does not change relative prices

Subsidize

Information (e.g., labeling on products, health information
campaigns)

Behavioral interventions - Nudge

Policy instruments require

Implementation
Monitoring and punishment (if regulation or fiscal)
Penalty (monetary or time spent in prison) if caught
The guilt of committing a crime
The shame of being caught for committing a crime

Behavioral responses
How are individuals expected to respond to the change in policy?
Do we expect any unintended consequences of the policy?

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3
Q

What is a nudge?

A

A nudge, as we will use the term, is any aspect of the choice architecture that alters people’s behavior in a predictable way without forbidding any options or significantly changing their economic incentives. To count as a mere nudge, the intervention must be easy and cheap to avoid. Nudges are not mandates. Putting fruit at eye level counts as a nudge. Banning
junk food does not.” (Thaler and Sunstein, 2008, p.6)

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4
Q

Key features of a nudge

A

Choice architecture - physical, social, and psychological aspects of the choice contexts

Alters people’s behavior in a predictable way - behavioral economic theory

The objective is better decisions by individuals

There is no neutral way that choices can be presented, that is there is no neutral choice architecture.

A choice situation has an (implicit) default, that is what happens if no choice is made.

Food shopping online: basket is full of the items from the last purchase or empty basket

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5
Q

Why do people make poor decisions?

A

Inherent as humans (e.g., time-inconsistent behavior)
Poorly informed and inattention
Inherent in decision-making (dual process theory)

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6
Q

Why do we need to nudge people?

A

People sometimes make bad decisions (bad for themselves):
Habits, complex situations and complex information, and time-inconsistent behavior

People sometimes make decisions that are bad for others (e.g., negative externalities)

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7
Q

What nudges exist?

A

Default rules (e.g., automatic enrollment (status quo))

Simplification

Use of social norms (feedback)

Increase in ease and convenience (e.g., healthy food visible (change reference point)) – change in physical environment and presentation of information

Disclosure (e.g., energy use)

Warnings (e.g., tobacco)

Precommitment strategies

Reminders

Informing people of the nature and consequences of their own past choices (e.g., energy costs)

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8
Q

Can nudges replace traditional policies?

A

In most cases no, but might complement when traditional policies are not optimal.
Sometimes very cheap to implement

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9
Q

Liberatarian paternalism

A

Thaler and Sunstein argue that nudging should be used by governments to improve people’s lives.

With nudging freedom of choice prevails (libertarian).
But nudging still suggests what people should do (paternalism)

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10
Q

Dual-process theory

A

There are two ways to make a decision (Kahneman, 2003 - Note: He was not first with this idea)

System 1: Automatic, unconscious process: quick and intuitive (nudge e.g., default)

System 2: Explicit, reflective process: slow and rational (nudge e.g., information about calories)

Decision process
System 2 requires higher effort and/or higher cognitive capacity
Decisions, when System 1 is used, are more susceptible to factors such as framing, norms, and emotions.

Habit formation
New behaviors can be automatic (System 1) through habit formation
Habit formation takes time

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11
Q

When are nudges particularly useful?

A

Benefits now but costs later
Infrequent decisions
No feed back directly
Outcomes are unclear

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12
Q

Research design

A

Theory on human behavior
Define what aspect of choice architecture to change
Predict the effect and how to measure it
Randomly assign users to treatment and control group
Observe outcomes and compare outcomes in both groups, especially
long-run effects and spillover on other behavior

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13
Q

Default option

A

A pre-set option that someone will receive if not actively making another choice

A default option does stop anyone from making another choice

”Overall, the finding of large default effects is one of the most robust results in the applied economics literature for the last ten years” (DellaVigna, 2009,p332)

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14
Q

Cost-benefit analysis

A

A cost-benefit analysis is often applied to evaluate projects in the public sector

The idea is to measure social welfare changes in monetary units

Costs (tangible and intangible) (we make a simplification in this course and assume tangible costs equal price.)

Benefits (tangible and intangible)

Other issues to consider
Discounting (different timing of costs and benefits)
Risk

Intangible benefits are often the hardest to estimate, for example, how much does an individual value cleaner air, better health, or shorter commuting time?

These values are often measured by using the stated preference method
(see lecture on environmental economics).

The change in utilities is translated into monetary terms, for example by asking how much an individual is a maximum willingness to pay for an improvement (that is indifferent between the state before improvement and state after improvement but with less money)

Distributional effects
Little weight to the poor if using the willingness to pay to estimate benefits
Hick-Kaldor improvement - when gainers hypothetically can compensate the losers (compare Pareto improvement)

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15
Q

Why do we use data?

A

Test predictions from a theoretical model (deduction)

Are people selfish? Test: Dictator game (give an endowment to a subject and ask how much she would like to give to another (Typically anonymous) subject.

Use data to improve a theoretical model (induction)

We observe that people give money to charities. How can utility function be adjusted to capture this?

Analyze the effect of a policy

If we correctly can model people’s behavior, theory can indicate the the direction of a change but not the size of it.

Where to find data?
Previous studies (E.g., elasticities)
Natural experiments
Field, lab-in-the-field, or lab experiments
Surveys

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16
Q

Empirical data on price elasticity

A

Price elasticity
p = dQ/Q/dP/P = dQ/dP/P/Q

Type of data
Macro
Micro

What would we like to know (for example, if the tax on good X is increased)?

Price elasticities in different groups of people and over different time horizons (e.g., gasoline price, more price elastic in long-run)

How many and ”who” (which groups) are affected, and to what extent?

Type of data
Single studies using macro or micro data (quality differs and relates to for example sampling, measurement, and analytical approach).
Meta studies

17
Q

Estimations of price elasticity

A

It is difficult to observe price elasticities empirically since it is difficult to separate changes in demand and supply

We can often observe historical variations in market prices and
quantities. We only observe how equilibrium changes but in most cases cannot separate changes in demand from changes in supply.

If we know that there was only a change in the supply, then we calculate the price elasticity of demand (for example a decrease in the supply of oil due to a war in oil-producing countries, which can be used to identify price elasticity of demand in Sweden), if we know that there was only a change in the demand, then we calculate the price elasticity of the supply.

In most cases, we do not know if the change in equilibrium is caused by a change in demand or supply or both.

18
Q

Where to find empirical data?

A

Sources
Journals
Reports (e.g., SOU, OECD)
Working papers
Search engines (e.g., Google Scholar)

Some advise
Peer-reviewed papers are typically better than non-peer reviewed
More studies are better than fewer (meta-studies)
More weight to findings by established researchers
Try to get a picture of what most people in the field think
Sometimes difficult to find studies investigating exactly what you are interested in, try to find similar countries, similar goods, similar policies etc.

19
Q

What is a correlation

A

The (linear) relationship between two quantitative variables.
A correlation can be positive (the variables tend to move in the same direction) or negative (the variables tend to move in opposite directions).

20
Q

What is causality

A

The relation between a cause (variable) and its effect (another variable).

21
Q

Causal relationship

A

In most cases, it is very difficult to find a true causal relationship (unless people are randomized into control and treatments)

In the past, economics has been seen as a non-experimental science due to difficulties in using methods for causal inference

Investigation of causality using experimental(ish) approaches

Natural experiment and quasi-experiment

Regression discontinuity - comparing individuals around the cut-off to investigate local treatment effects.

Difference-in-difference - comparing the differential effect of a treatment on a treatment group and a control group by observing change over time in the two groups

Field experiment
Lab-in-the field experiment
Lab experiment

22
Q

Field experiments

A

The subject pool consists of subjects who do not know that they are part of the experiments since the experiment is conducted in a real-world setting.

People are randomly assigned to either treatment or control groups in order to test claims of causal relationships.

All decisions are real since they are part of people’s real life.

23
Q

Public goods experiment

A

Public goods experiment has been used to analyze cooperation and how different types of institutions affect cooperation (e.g., punishments and rewards, disclosure and minimum contribution levels)

24
Q

Conventional lab experiments

A

Main stages in a conventional lab experiment
Research design including the pilot experiment
Recruitment, selection, and matching of subjects into sessions
The arrival of students and randomly assign a seat
Pre-experiment questionnaire
Instructions and run the experiment
Post-experiment questionnaire
Payments and receipts
Analyzing data and Writing the paper
The subject pool is typically undergraduate students

25
Q

Conventional lab vs. Field

A

Lab controls for ”all” plausible effects except those tested
The lab can be replicable since experiments follow instructions

Field experimental findings are more likely to be possible to generalize

Lab experiments are cheaper and faster, and can easily test several
treatments

26
Q

Survey experiments

A

Stated preference methods - subjects are asked to state their preferences

Context matters (survey design, what others have to do, information, etc)

Stated preferences are frequently applied in environmental and health economics (difficult to run experiments in these fields)

Hypothetical bias
In general a great deal of skepticism in economics regarding the survey responses. The main fear is that subjects stated action is not what they would do if the situation was a “real” situation:

Not an actual market, so stated preferences are just “cheap talk”
Scrutiny is different