# Lecture 04: Externalities in Practice II

Source: https://www.youtube.com/watch?v=v9-U8AoDsOY
Recap page: https://rapidrecap.app/video/v9-U8AoDsOY
Generated: 2026-02-04T20:06:10.458+00:00

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## Quick Overview

The lecture analyzes health externalities, primarily focusing on smoking, alcohol, and obesity, concluding that standard economic models often underestimate the optimal corrective taxes due to behavioral factors like addiction and hyperbolic discounting, which introduce significant "internalities" that must be accounted for.

**Key Points:**
- Negative externalities from smoking include increased healthcare costs (if uninsured or government-paid), reduced workplace productivity, and property damage/tax burdens from fires, though smokers also generate a positive externality ("death benefit") by paying Social Security without collecting benefits.
- The net negative externality for smoking is estimated to be small, around $0.50 per pack, but this ignores secondhand smoke, which is an externality because the air is not owned (no Coasian solution), and ignores internalities.
- Behavioral economics modifies the standard model by introducing hyperbolic discounting (beta factor), explaining self-control problems where individuals fail to act in their long-run best interest, suggesting optimal cigarette taxes could rise to $10 per pack with a beta of 0.6.
- Alcohol consumption carries massive negative externalities, primarily from drunk driving ($250 billion annually) and association with criminal activity/spousal abuse; the optimal tax should be roughly four times current levels.
- Obesity is a massive health crisis, shortening lifespan by an average of four years for 40% of obese Americans, driven by cheap, unhealthy foods and decreased physical activity, and is harder to address with taxes than smoking due to eating being non-linear.
- The opioid crisis exemplifies policy backfiring: efforts to create abuse-deterrent OxyContin shifted addicted users to more dangerous substances like heroin and fentanyl, leading to over 100,000 annual overdose deaths.
- The concept of "internalities," damage done to oneself not captured by standard models due to issues like addiction or self-control problems, drastically increases the optimal corrective tax for behaviors like smoking.

**Context:** Jon Gruber's lecture, "Lecture 04: Externalities in Practice II," continues the discussion on health externalities, using smoking as the primary case study to differentiate between external costs borne by others and internal costs (internalities) borne by the individual, which often involve issues of addiction and time-inconsistent preferences modeled using hyperbolic discounting.

## Detailed Analysis

The lecture systematically examines the externalities associated with smoking, alcohol, and obesity. For smoking, initial negative externalities like healthcare costs and lost productivity are only considered external if the smoker does not bear the cost (e.g., being uninsured); however, smokers also create a positive externality via the Social Security 'death benefit.' The standard net external cost is estimated at $0.50 per pack, but Gruber emphasizes the crucial role of secondhand smoke, which creates an externality because no one owns the air for a Coasian bargain, and the concept of internalities arising from self-control problems and hyperbolic discounting, which suggests optimal taxes could be much higher ($5 to $10 per pack). Alcohol presents even larger external costs, especially from drunk driving and crime, suggesting taxes should be quadrupled, though taxing is complicated because most drinking is not harmful, unlike smoking where every cigarette is damaging. Illicit drugs' primary externalities stem from their illegality, suggesting legalization and taxation as the economically sound approach, though internalities for hard drugs like heroin are extreme. Finally, obesity is deemed the hardest problem to solve via taxes because eating is non-linear and essential; while soda taxes show minor effects on consumption, they do not significantly curb weight gain. The discussion on opioids highlights policy failure, where restricting access to initial prescription drugs like OxyContin inadvertently pushed addicted individuals onto far deadlier substances like fentanyl, resulting in over 100,000 annual overdose deaths.

### Smoking Externalities and Internalities

- Increased healthcare costs only if uninsured
- Workplace productivity loss is an externality if not reflected in wages
- Fires cause external damage and tax burdens
- Positive externality is the 'death benefit' to Social Security
- Internalities due to addiction and hyperbolic discounting significantly raise optimal tax.

### Behavioral Modeling of Smoking Decisions

- Standard exponential discounting is replaced by quasi-hyperbolic utility function (adding beta factor) to model self-control problems
- Smokers underestimate addictiveness, believing they will quit before consequences hit
- Optimal tax rises dramatically when internalities are included, suggesting current taxes ($2-$5/pack) may be too low relative to internal damage ($40/pack).

### Alcohol Externalities

- External costs from drunk driving alone reach $250 billion annually
- Alcohol is strongly associated with crime and spousal abuse, which are externalities
- Optimal tax should be roughly four times current levels, despite complexity in taxing only excessive drinkers.

### Illicit Drugs Policy

- Major externalities for drugs like heroin stem from the illegality itself, not just use
- Economists generally advocate legalization and taxation to remove criminal market externalities
- Internal damage from hard drugs like fentanyl is extremely high, making mistakes catastrophic.

### The Opioid Policy Backfire

- Initial over-prescription of OxyContin due to flawed non-addiction claims created widespread opioid addiction
- Government policy to introduce abuse-deterrent formulation shifted users to heroin and then fentanyl
- Overdose deaths now exceed 100,000 annually, demonstrating policy shifting harm to more dangerous substances.

### Obesity Challenges

- Obesity affects 45% of Americans and shortens lifespan by about four years on average
- Causes are cheap, unhealthy food availability and reduced physical activity
- Taxing is difficult because eating is non-linear; soda taxes show small impact on consumption and minimal effect on body weight.

