Axon says the varying methodologies make these databases "unreliable." It also says the use-of-force data do not capture the full utility of Tasers, because most cities don't track the cases where an officer gains compliance by merely threatening to use the weapon. However, two of the cities — Fort Worth, Texas, and Seattle — do track Taser "displays." Including these cases did not substantially change the effectiveness rate.

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But data from police departments in New York and Fort Worth show that police use Tasers at closer ranges about three-fourths of the time.

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Police departments in New York, Los Angeles and Houston each switched from older models to newer ones in recent years. Those newer models, called the X2 and the X26P, were designed to be safer for suspects, because they put out less electrical charge than the older X26.

A Taser X26P lies next to a crime scene marker after a police officer in Zion, Ill., tried unsuccessfully to use it on a suspect named Charles Hollstein in 2016. Hollstein struggled with officers after two Tasers failed to subdue him. An officer shot and killed him during the struggle.

A study published in 2000 by a Canadian police sergeant noted that because Tasertron's darts spread apart faster than Axon's, its weapons would tend to have a more dramatic effect in the ranges "where most Taser applications take place."

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5. Axon's new Taser 7 tries to address the problem by adopting a design feature from a former competitor's weapons that dates to the 1970s

The hazard identification number consists of two or three figures indicating the following hazards: 2 Emission of gas due to pressure or chemical reaction 3 Flammability of liquids (vapours) and gases or self-heating liquid 4 Flammability of solids or self-heating solid 5 Oxidizing (fire-intensifying) effect 6 Toxicity 7 Radioactivity 8 Corrosivity 9 Risk of spontaneous violent reaction Doubling of a figure indicates an intensification of that particular hazard. Where the hazard associated with a substance can be adequately indicated by a single figure, this is followed by a zero. If a hazard identification number is prefixed by letter 'X', this indicates that the substance will react dangerously with water. The hazard identification number combinations have following meanings:

But when APM Reports analyzed databases from some of the largest police departments in the country, it found that officers reported a much lower range of effectiveness rates.

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Axon says the Tasers aren't necessarily to blame in these incidents, and the company notes that officer training could be a factor.

Every police department has its own way of tracking and defining effectiveness. But no matter what methodology they used, none of the departments had the kind of success rates Axon has claimed.

Axon says its testing shows the newer Tasers work just as well as their predecessors, and it questions the reliability of the police departments' data.

There are numerous reasons a Taser can fail to subdue someone. One or both of the electrified darts could miss, be pulled out or get snagged in clothing. The devices also have a less dramatic effect on the human body when fired at close range.

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In more recent years, Axon hasn't used such precise effectiveness rates in its marketing. But as recently as 2015, CEO Rick Smith said Tasers were "80 to 95% effective in the field."

"We know as our technology has gotten better you've come to rely on it more and more, and it's really painful for you and for us when it doesn't work, when it doesn't get the job done," he said. "And that's what keeps us up at night."

The Taser 7 has redesigned darts and electrical pulses, but perhaps the most dramatic change has to do with the range of the weapon. Its darts spread apart more quickly than Axon's earlier models, so they reach the 12-inch separation after flying just 4 feet, rather than the 7 or 9 feet for Axon's earlier models.

A Taser X26P lies next to a crime scene marker after a police officer in Zion, Ill., tried unsuccessfully to use it on a suspect named Charles Hollstein in 2016. Hollstein struggled with officers after two Tasers failed to subdue him. An officer shot and killed him during the struggle. Courtesy Lake County Major Crimes Task Force hide caption

Tasers fire a pair of barbed darts attached to electrified wires. The darts spread apart as they fly. To reliably incapacitate someone, they need to hit at least 12 inches apart. When the darts strike closer together than that, they still hurt, but the electricity doesn't flow through enough muscle to reliably stop an attacker in his or her tracks.

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That includes Dave Portnoy and Barstool Sports. The Barstool founder ... I spoke at an Axon Conference — our friend Josh (Isner), and he was there as well.

APM Reports found more than 250 cases across the country where police shot and killed people after a Taser proved ineffective — over just a three-year period. These incidents accounted for about 1 in 12 fatal shootings by U.S. police between 2015 and 2017.

While each city tracks effectiveness differently and had a different baseline rate, the decline was similar — 6 to 7 percentage points. Given the size of the datasets, each encompassing 4,000-5,000 records, the drop in effectiveness was statistically significant.

APM Reports also conducted a more sophisticated analysis of the data, which allowed us to control for other factors such as the rank of the officer, how the Taser was used and how many times it was used. Even controlling for these other factors, the newer Taser models had lower odds of being rated effective by the officers who used them. More on the methodology here.

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Tasers are "the most studied less-lethal tool on an officer's belt," Axon spokesman Steve Tuttle said in a written statement. "These studies, along with nearly 4 million field deployments over 25 years, establish they are the most safe and effective less-lethal use of force tool available to law enforcement."

Doubling of a figure indicates an intensification of that particular hazard. Where the hazard associated with a substance can be adequately indicated by a single figure, this is followed by a zero. If a hazard identification number is prefixed by letter 'X', this indicates that the substance will react dangerously with water. The hazard identification number combinations have following meanings:

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While these records were not always available owing to pending investigations and varying public access laws, we found that in more than 100 of the cases, people became more aggressive after police fired Tasers, suggesting the devices may have made a bad situation worse.

The following identification system is in use for placards in Europe (ADR) for road transport. The background of the placard is orange. The border, horizontal line, and figures are black. Identification numbers are shown in such a way, that the upper number is indicating the danger and the lower number identifies the substances with the UN-number given in the UN Recommendations on the Transport of Dangerous Goods. HAZARD IDENTIFICATION NUMBER The hazard identification number consists of two or three figures indicating the following hazards: 2 Emission of gas due to pressure or chemical reaction 3 Flammability of liquids (vapours) and gases or self-heating liquid 4 Flammability of solids or self-heating solid 5 Oxidizing (fire-intensifying) effect 6 Toxicity 7 Radioactivity 8 Corrosivity 9 Risk of spontaneous violent reaction Doubling of a figure indicates an intensification of that particular hazard. Where the hazard associated with a substance can be adequately indicated by a single figure, this is followed by a zero. If a hazard identification number is prefixed by letter 'X', this indicates that the substance will react dangerously with water. The hazard identification number combinations have following meanings:

This is not a new idea. In fact, it dates to the original Tasers developed in the 1970s. Weapons with this design were produced for decades afterward by a now-defunct company called Tasertron.

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Tasers are carried by some 400,000 American patrol officers, according to Axon, the company with a monopoly on producing them in the U.S. Though the electrical weapons are widely used, police in major cities rate them as less effective, APM Reports found in its yearlong investigation. In more than 250 cases over three years, a Taser failed to subdue someone who was then shot and killed by police.

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APM Reports found the cases by first reviewing news accounts of each fatal police shooting documented by The Washington Post during those years. For each fatal shooting case where a Taser was reportedly used, we filed public records requests to determine how the incident unfolded, how the Taser was used and what happened after it proved ineffective.

If a hazard identification number is prefixed by letter 'X', this indicates that the substance will react dangerously with water. The hazard identification number combinations have following meanings: