Spurious correlations alert: executions and murder rates – updated

– Updated

Many a data shyster will make hay with the above chart on the simple correlation between executions and the drop in the US murder rate.

The reality is there are so few executions and they are so infrequent with the exception of Texas that any purported correlation between the death penalty and murder rates requires careful study.

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Indeed, for some condemned prisoners, gang bangers are an example, their life expectancy may be increased by the long time they spend on death row versus been murdered by a business associated or a business rival on the streets. As Levitt noted:

no rational criminal should be deterred by the death penalty, since the punishment is too distant and too unlikely to merit much attention.

As such, economists who argue that the death penalty works are put in the uncomfortable position of having to argue that criminals are irrationally overreacting when they are deterred by it.

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The occupational hazard of been murdered by business rival for gang bangers is higher than the chance of them been arrested, tried , convicted, and condemned to death and then executed after a long appeals process. Not surprisingly, Levitt argued that:

…the quality of life in prison is likely to have a greater impact on criminal behaviour than the death penalty.

Using state-level panel data covering the period 1950–90, we demonstrate that the death rate among prisoners (the best available proxy for prison conditions) is negatively correlated with crime rates, consistent with deterrence. This finding is shown to be quite robust.

In contrast, there is little systematic evidence that the execution rate influences crime rates in this time period.

Chapple and Boston on the extent of welfare benefit fraud in New Zealand

What is more surprising about this honest disclosure of welfare  fraud to the Household Labour Force Survey of Statistics New Zealand in 2011 is  these welfare beneficiaries were so upfront about their criminal fraud.

These estimates must underestimate the extent of welfare fraud because some of these criminals would be aware that they should be slightly discreet in the company of any government official when discussing their eligibility for welfare benefits and any false information supplied in their claims for welfare benefits.

Some welfare cheats are alert to this  basic criminal skill and do not claim their benefit if called in to the welfare benefits  office for a reassessment of their eligibility. They don’t have the front to go near a government official while defrauding the taxpayer.

Yes, welfare fraud is a crime so people who perpetrated these crimes by obtaining welfare benefits under false pretences are criminals. If these criminals are caught, they are prosecuted for a crime and sometimes sent to prison.

HT: Muriel Newman

There is nearly a 70% chance that an African American man without a high school diploma will be imprisoned by his mid-30s.

Can crime be deterred: hijackings as a case study of the increase in the probability of apprehension

In 1977, William Landes published a classic study of crime and punishment. He investigated what happened to the number of hijackings in the USA after mandatory screening of passengers and their carry-on luggage was introduced in 1973.

During the peak period of hijackings, 1968 to 1972, the probability of apprehension the hijacker was 15%. For those hijackers that were caught, their average prison sentence was 30 years in 1972 to 1974. One quarter of hijackers were committed to mental institutions. Hijackings became so common that:

[a]irliners carried approach plans for the Havana airport and crews were instructed not to resist hijackers. There were also standard diplomatic procedures for obtaining the return of planes and passengers

No hijackers were killed during the course of their crimes until 1971. After that, there is about a 10% chance of the hijacker being shot dead. Air marshals started riding on US planes in 1970;  there were about 1200 of these  air marshals, who had to be about the most boring job in the world.

The primary purpose of hijackings in the USA in the late 60s and early 70s in the USA initially was to obtain free transport to Cuba for the political purposes or to avoid prosecution for crimes. However, in the early 1970s, this demand for air transport started to decline as news filtered back about how poorly these hijackers were treated in Cuba. A few of these hijackers chose to return to the United States.

Interestingly, the substitute for flying to Cuba was para-hijackers. They demanded a ransom of an average of $300,000 and then parachuted out of the plane.  One out of 18 succeeded. Their average prison sentence for the 11 that survived was 43 years.

Hijacking incidences from 1930-1976 from the study of William Landes of University of Chicago Law School focused on hijacking's economic impact. Study was done in year 1977.

As the table above shows, the number of hijackings in the USA  immediately fell from over 20 per year, with a maximum of 38 in 1969, to one or two per year after the introduction of mandatory screening of passengers and their carry-on luggage In 1973.

All hijackers were apprehended between 1973 and 1976. Apparently, hijackers  of all breeds and political complexions do not enjoy the prison experience. Criminals don’t like to be caught.

Interestingly, lunatics could be deterred. They retained sufficient capacity for planning to abandon their plans to hijack a plane because of the inevitability of arrest at the boarding gate after the metal detector sounded off from 1973 onwards. Only to the 12 offenders that were apprehended for attempted hijacking between 1973 and 1976 were committed to mental institutions. The remaining 10 were just plain stupid.

If lunatics cannot be deterred, do not respond incentives, they should  have continued to hijack planes at the same rate as prior to the introduction of mandatory screening in 1973.

That said, mandatory screening was not cheap, which may explain why airlines and their passengers were putting up with up to 40 hijackings per year, as Landes explained using 1977 dollar, which was back when a dollar actually bought something:

Although the mandatory screening program is highly effective in terms of the number of hijackings prevented, its costs appear enormous.

The estimated net increase in security costs due to the screening program (which does not include the time and inconvenience costs to persons searched) is $194.24 million over the 1973 to 1976 period.

This, in turn, translates into a $3.24 to $9.25 million expenditure to deter a single hijacking. Put differently, if the dollar equivalent of the loss to an individual hijacked passenger were in the range of $76,718 to $219,221, then the costs of screening would just offset the expected hijacking losses.

I should add, however,that air travel was much more expensive and much less frequent in 1973. The jumbo jet had only been introduced two years previous. Air travel is much more frequent these days so would the contemporary travelling public be willing to put up with the equivalent of hundreds of hijackings per year?

cuba plane hijacked, Northwest Orient Airlines plane

Caption: A Northwest Orient Airlines plane that was hijacked on July 1, 1968, is pictured at the Miami International Airport after returning from Cuba.

What did happen after the crackdown on hijacking  was the terrorists change tactics.  Embassy takeovers another type of sieges surged. Prior to the crackdown on hijacking, these were rare.

When embassies became fortified, the terrorists instead started kidnapping or murdering diplomats after they left the Embassy compound. As Walter Enders and Todd Sandler found

The existence of complements and substitutes means that policies designed to reduce one type of attack may affect other attack modes.

For example, the installation of metal detectors in airports reduced skyjackings and diplomatic incidents but increased other kinds of hostage attacks (barricade missions, kidnappings) and assassinations.

In the long run, embassy fortification decreased barricade missions but increased assassinations.

Does the lower crime rate in the USA have something to do with harsher penalties and three strikes laws?

Source: DavidSkarbek

The relative contributions of Thomas Schelling and the peace movement to the risks of war

Thomas Schelling (and Robert Aumann) did terrible things such as work out how not to blunder into wars and how to deter wars rather than have to actually fight them.

Schelling’s unique contribution at the Rand Corporation involved viewing strategic situations as bargaining processes.

Focusing on the stand-off between the United States and the Soviet Union, Schelling observed that the two superpowers had both shared and opposing interests.

Their shared interests involved avoiding a nuclear war, while their opposing interests concerned dominating the other. Conflict and cooperation became inseparable.

Iran and Israel are moving down that same path if both have nuclear weapons.

Schelling focused in particular on how the United States and Soviet Union could arrive at and stick to bargains by means of deterrence and compellence.

Deterrence involves dissuading the other from doing something, while compellence referred to persuading the other to do something.

  • Deterrence and compellence are supported by threats and promises.
  • Threats are costly when they fail and successful when they are not carried out.
  • Promises are costly when they succeed and successful when they are carried out. A threat is cheaper than a promise because you do not have to carry it out if your threats work in intimidating others to do what you want.

Since the exploitation of potential force is better than the application of force, it is key to use threats and promises while avoiding having to act upon these.

The challenge is to communicate threats and promises in a credible manner.

The ability to hurt people is conducive to peace, while the ability to destroy weapons increases the risk of war. This is the paradox of deterrence. A country needs a credible second-strike capacity to deter a pre-emptive first strike. A country needs its missiles to survive such an attack.

Populations are better protected by protecting the missiles. By protecting the missiles rather than their cities, each side was offering their populations as a hostage to the other.

With each side holding the other’s cities as hostage, neither has an incentive to strike first. This is much safer than having each side worried about their weapons been destroyed and they therefore use them before they are destroyed in some minor crisis.

That is one of Schelling’s many contributions to peace.

What were the contributions of the peace movements?

Robert Aumann argued well that the way to peace is like bargaining in a medieval bazaar. Never look too keen, and bargain long and hard. Aumann argues that:

If you are ready for war, you will not need to fight. If you cry ‘peace, peace,’ you will end up fighting…

What brings war is that you signal weakness and concessions.

Countries are more likely to cooperate if they have frequent interactions and have a long time horizon. The chances of cooperation increase when it is backed by the threat of punishment.

Disarmament, Aumann argues, “would do exactly the opposite” and increase the chances of war. He gave the example of the Cold War as an example of how their stockpiles of nuclear weapons and fleets of bombers prevented a hot war from starting:

In the long years of the cold war between the US and the Soviet Union, what prevented “hot” war was that bombers carrying nuclear weapons were in the air 24 hours a day, 365 days a year? Disarming would have led to war.

Aumann has quoted the passage from the biblical Book of Isaiah:

Isaiah is saying that the nations can beat their swords into ploughshares when there is a central government – a Lord, recognized by all.

In the absence of that, one can perhaps have peace – no nation lifting up its sword against another.

But the swords must continue to be there – they cannot be beaten into ploughshares – and the nations must continue to learn war, in order not to fight!

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