“Gun control won’t fix mass shootings. If you gain weight, do you blame the fork? No? Then why blame the gun for someone using it for a mass shooting?”
Gun control and abortion are two of the easiest topics that can rile up a crowd. We have a second amendment, protecting our rights to bear arms and use them against a potential tyrannical government.
Yes, we have the highest rate of mass shootings in the world, as well as some of the most lax laws on purchasing and owning guns. What is it about the USA that makes us so prone to gun violence?
Democrats propose stricter gun laws, magazine limits, and other methods to reduce gun violence. Republicans say this won’t work, and rightly point out that guns don’t kill people, people do.
In today’s post, I wanted to examine the question – what are the theories as to why the US has so many mass shootings? What actually works to reduce gun violence, and what have other countries implemented in response to mass shootings on their own soil?
I’ll be honest, I do agree with the “guns don’t kill people, people do” mentality. Without research, I’m inclined to believe that stricter gun laws won’t fix our problem, but I’m curious what the research says on the topic.
As always, I’ll start with my background and perspective on the subject to color my opinions.
Growing Up Feral
Please, believe me when I say: I grew up a dirty, feral, redneck child.
You’d never know it by my adult self, with all my teeth, able to clearly communicate in English, 3/4ths of a master’s degree completed, multiple difficult to obtain Cybersecurity industry certs and a successful career, but I was essentially raised by wolves.
Almost literally. Around the time I was learning to be independent (~3 years old or so), my mom would release me out to the 40-acre farm, into the care of our border collie Lily who had a litter of puppies at the time. My mom rightly assumed that Lily would herd me just like she herded her own babies. She neglected to realize that I would integrate so well as a “puppy” that I’d join them in drinking from the slimy water bowl next to the house.
One time, my mom stepped out of the house to see me in the barn doorway eating…something. She called across the yard, “Hannah, what do you have?”. I happily said, “A bird!”.
I was EATING A DEAD PIGEON OFF THE BARN FLOOR.
When my parents divorced and we moved into a house in town, I distinctly remember running outside with my brother, butt-ass-naked to play in the mud puddles after it rained.
It’s no surprise that guns would be a normal part of growing up in this way. My earliest experiences with guns were BB and Pellet guns, given to us by our dad to shoot pigeons on, around and in the barn. Would it be safer to just put mesh across the various openings in the barn to prevent pigeons from getting in altogether? Yes. Would we have missed the chance to climb all the way up into the hay loft after a barred owl that was holed up in the barn if the bird-holes were closed? Also yes.
Both of my parents hunted grouse, and my mom, deer. She taught us to shoot a .410 early, and allowed us first to tag along as she hunted. She was (sorry, mom) dangerous as f*ck with a gun. She once blasted a bluejay into a million pieces when it flushed in front of her. Have you even seen a blue grouse?
At way too young an age, she let us go out on our own with our .410 and look for grouse. I remember being less than a teenager, walking alone in the woods slinging my shotgun and looking for woods-chickens.
I took firearm safety as soon as I could, and started hunting deer as well. My dad let me use his Remington 700 series .243, a rifle that I still use to this day. My first year hunting, I shot a doe in the field. Shortly after a buck walked over the ridge, and my mom told me to get down on my hands and knees so she could use me as a rest. She missed. Roughly six times. Those who know my mom – this was before the cancer took her eye so there was no excuse 😉
I have continued to hunt deer, finding success almost every year, and almost always achieving the desired one-shot-one-kill threshold my grandpa instilled in me. My husband laments the fact that I can go sit on the ground anywhere in the woods and somehow disappear enough that deer will walk right past me without scenting or seeing me, while he can sit quietly in a shielded stand and somehow spook them off. I attribute this to growing up as one with nature.
This year I set a literal walker, swiped from the barn at my uncle’s farm, up against the tall grass in a field corner, and used it to shoot a 10 pt. buck.
Here’s the buck (green area shading out blood for the squeamish):

And here’s my..uh, ground blind and beloved .243:

My experience with firearms served me well in the military, where I trained with an M16 and with a variety of Norwegian arms while cross-training with their army in Norway. I shot as a Marksman, tying with another US Female Captain for top shooter, despite the 50 caliber throwing us both back like chihuahuas whose bark is too big for their bodies.
I have a Minnesota permit to carry, and enjoy the security that keeping a pistol close at night, especially when I’m home alone with the kids, provides.
You’d think with all of this, I’d be strongly against anything to do with gun control.
I’m not, really.
Guns, to me, are a tool for 1. acquiring food and 2. defending my family. The 3 rounds my .243 can hold has never NOT been enough to take down even the biggest buck. The 6 rounds my .380 holds has never NOT been enough to hit the vitals when target shooting at the gun range, and I have no doubt that even under pressure that I’d be able to take out an active threat in my home or on the street.
I’ve shot fully automatic weapons. I hate them. There is no control past the first few shots, as the muzzle climbs with each round fired despite my relatively strong arms attempting to hold it down. I’d rather have 6 controlled shots than 50 rounds fired willy-nilly, increasingly inaccurately, at an attacker. Truly, large magazine, small caliber rifles aren’t meant to be accurate, or even lethal. They’re for suppressing enemy fire and intimidation. I don’t feel that, with the life I lead, I’m ever going to be in a situation where I’ll need to do that.
If a tyrannical government wants to attack civilians directly, every single household would need automatic, or at least semi-automatic, large magazine weapons to fully resist. Understandably, most households aren’t comfortable with this. I wouldn’t be, and I’m trained to use them.
So, now you know about my history with guns and my stance on what is and isn’t useful or even required for personal use. Now, let’s look at the theories on why the USA is so prone to gun violence.
The US’ Gun Violence Problem
Gun violence, mass shootings in particular, is not uniquely a problem in the USA. The occurrences are, however, most common here. According to the Rockefeller Institute of Government, the USA is responsible for 33% of mass shootings when combining data from 36 countries. Here is the data, complete with a table of occurrences.
The USA is responsible for 76% of public mass shooting incidents, and 70% of fatalities resulting from the same. This is no small, statistically insignificant number. Something is very, very wrong here.
The BBC reports that not only have mass shooting incidences risen, all types of gun violence in the US is on the rise. Quote, “In 2019, the total number of gun-related deaths in the US was 33,599. In 2022, the number of deaths rose to 44,290 – a 31% increase. Most of these deaths are suicides by a firearm, followed by homicides”.
The BBC goes on to attribute several factors to this rise. The first is that gun ownership is on the rise. They cite a feedback loop, wherein times of uncertainty, like the COVID pandemic, lead to an increase in gun sales. More attacks in public places lead to more fear among the public, again leading to more gun sales. I could see this firsthand in my PTC class, where the instructor reported the classes were booking up quickly following the shootings of Renee Good and Alex Pretti.
The second cited factor is stress in general. Financial, employment, family, and relationship stress adds to the feeling of overwhelm, leading people who might not otherwise be violent experiencing a snap and doing the unthinkable. This factor seems valid based on reports, finding that “…nearly 93% of [mass shooting] assailants had dealt with a personal issue prior to their attack, whether it be divorce, health problems, or issues at school or work, and that 10% of assailants behind mass casualty events between 2016 and 2020 died by suicide”.
Easy access to firearms is another factor cited. To purchase a firearm from a gun retailer, a full background check is required. To purchase at a gun show or private sale, no such thing is required.
Remember a few weeks back, when my cousin was murdered in Minneapolis? It turns out, he was there to buy a gun. The sellers never meant to give him the gun, intending instead to rob him. He resisted and lost his life.
I can believe that, in the US, we do face a constant media cycle meant to instill fear. We are stressed, trying to afford to live when prices are increasing and housing isn’t keeping up with demands. We do, also, have no trouble getting firearms.
Are we the only ones, though? Why is this problem so unique to us, when other countries have the same media coverage and same stressful life situations? Is it really just that we have access to guns?
According again to Rockefeller Institute, the average shooter is a solo white male, average age 34.5 years, carrying a handgun. He’s most likely to attack his workplace on a workday, in the late morning. Why is that unique combination so prevalent? And, how in the hell do we keep him from deciding to act when he does?
Other Countries’ Actions Against Gun Violence
Let’s examine other countries’ reactions immediately after a mass shooting, starting with New Zealand.
New Zealand
Within 72 hours of the 2019 Christchurch Mosque Shootings that killed 51 and injured another 40, then-Prime Minister Jacinda Ardern announced that New Zealand’s firearms laws would change. Change they did, leading to the following laws being enacted:
- certain firearms would be declared military style semi-automatics
- high-capacity magazines would be banned
- parts that turn firearms into semi-automatic firearms would be banned
- a buy-back would be implemented to compensate licence holders who were previously lawfully in possession of items that were now prohibited.
There have been seven “mass shootings” in New Zealand since then. Only one is what we in the US would consider a public mass shootings, taking place in 2023. The perpetrator was armed with a shotgun, somehow managing to injure 7 and kill 3 despite the shotgun’s limited capacity. The other shootings were disputes between neighbors, shootouts with the police or gang violence. None were the Columbine-style shootings we think of happening here.
Australia
Following the horrific Port Arther Massacre in 1996, the newly elected Prime Minister John Howard took it as a mission to reform Australia’s lax and varied gun laws. After four months, he succeeded in making the following changes:
- Implemented a ban on certain types of firearms
- Required nationwide registration
- Implemented licensing requirements
- Required a 28-day cooling-off period following the purchase of a gun
- Restricted who could sell firearms
- Created a buy-back program
Since 1996 the number of gun-related deaths (including suicides) in Australia has significantly decreased.
Germany
After a school shooting in Erfurt in 2002, Germany revised it’s gun laws. Changes included:
- Requiring gun licenses
- Requires liability insurance for gun owners
- Created a national registry of gun owners
- Introduced random inspections upon gun owners
Several mass shootings have since taken place in Germany, but none have had the impact of previous shootings due to restrictions.
Gun Law Differences and Impacts in the US
Like with most things here in the US, the State has a say in their laws. Our 50 states have essentially 50 different flavors of gun policies, each with varying impacts.
According to Everytown Research, there is a direct correlation between stricter gun laws and less gun violence. Quote, “When we compare the states head-to-head on the top 50 gun safety policies, a clear pattern emerges. States with strong laws see less gun violence. Indeed, the states that have failed to put basic protections into place—’national failures’ on our scale—have a rate of gun deaths more than two and a half times higher than the states that are national gun safety leaders.”
Interpret the following graph as such; the blue side indicates the composite strength of the gun laws, and the red side indicates gun laws per 100K residents. Here’s the composite findings:

National leaders compared to national failures cannot be misinterpreted. Gun laws DO work. Does it fix the problem of stressed out, uncertain people? No. But it might reduce the impact of a mass shootings from 100 people injured to 10. That’s a great start, but of course, doesn’t address the root cause.
Please take the time to read the full data from Everytown, it’s quite compelling. Link: Gun Safety Policies Save Lives | Everytown Research & Policy
Conclusion
As far as fixing the underlying conditions that lead people to take up a gun, that’s a harder nut to crack. In previous posts I’ve learned that crime is reduced directly by increasing wages, increasing welfare and mental health support, and decreasing the economic gap between groups of people. Perhaps the same would be true for gun violence as a whole? If we can treat mental health just like any other illness, take away the stigma of seeking help, could we not only reduce crime in general, but mass shootings as well?
I’m inclined to believe we can. I will leave this portion for another day, though!
The fact is, gun laws and gun control really do seem to work. As unfortunate as that is, being an evidence-based person, I’d have to say I support stricter gun laws. Coming from an avid sportsman with two full gun safes, I think that means something.
Seems to me there is a simple solution here. All we have to do is pass a law against murder. Oh, wait…. There was a terrible mass shooting a couple years back, and it was determined that the shooter violated at least seven existing gun laws before he even entered the school. Do you really think that one more gun law would have made the difference?
You’re right – laws don’t prohibit actions, in any way. They do prevent further legal sales of something that might enable a murder without retroactively disabling the same. As I said, gun control doesn’t address the root cause. It cuts down on the impact, measured in injuries and fatalities, of each occurrence.
What are your thoughts on how to address the gun violence problem in the US?
“There was a terrible mass shooting a couple years back, and it was determined that the shooter violated at least seven existing gun laws before he even entered the school.”
Really? I don’t recall any incidents that fit those details so I tried to search it online. Try as I might, I just couldn’t find anything. Perhaps you’d care to enlighten us. When was this?
-John
This is one of those instances where data is not going to help people make a decision. The information that is available is problematic on so many levels it boggles the mind. Let’s start with what we are trying to prevent. Is it deaths or gun deaths? Is it homicides or also accidents and suicides? Is it mass shootings? Or is it a broader violent crime metric? In a nutshell specifically what is the primary goal of the potential gun legislation?
So, let’s say, for the sake of argument, that the goal is to reduce violent crime. We have lots of historical data on violent crime, so let’s compare violent crime rates between areas with strict and relaxed gun laws. A common methodology is to compare states. One of the problems with this is that we have open borders between states, so transporting a gun across state lines is not a particularly daunting task. Hawaii is probably somewhat immune to the legislation of neighboring states, but Minnesota is always going to be subjected somewhat to the laws of the Dakotas, Wisconsin and Iowa.
Another problem with state level data is that it doesn’t account for city/county level laws or crime rates. Chicago/Cook County Illinois is a prime example. Thinking that state level data on crime and/or gun laws is indicative of both Chicago, IL and Vandalia, IL would be short sighted
One of the greater fallacies you see in data on this subject (and you touched on this) is the “correlation=causation” way of thinking. There are ton of other socio-economic factors in play beyond guns. Proponents of strict gun control like to ignore the deviations from their “data driven” arguments. Washington DC has some of the strictest gun laws but lands amongst the highest gun crime rates, while Maine who has very lax gun laws lands slightly better than Hawaii with some of the strictest. If you can’t explain the reasons for the many outliers, you are simply guessing that stricter gun laws will have the impact you think it will.
Along those same lines, I’d love to see the data that shows the CHANGE in crime levels after changes in gun laws. And again, you mentioned the myriad of other factors in play, but it would be interesting to see a test/control comparison of two similar states, say Kentucky and Tennessee, and have one of them adopt strict gun laws to see if that even moves the needle, and if so, how much and how long did it take. Similarly, did states like Massachusetts who have fairly strict gun laws and low gun crime rates have a major gun crime issue before the stricter laws were enacted? If so, again how long did it take to move the needle and how much did it move.
Long story short anyone that says “the data shows….” on this topic likely hasn’t even scratched the surface to understand the true cause an effect of potential legislation. They are cherry- picking information that fits their narrative.
And finally, I find the whole concept of banning inanimate objects both naïve and illogical. Historically our efforts to ban things have had little net effect beyond creating new, unintended problems. We made alcohol illegal back in the 1920s and all it really did was drive a criminal element into the business. In spite of the fact that it is highly regulated, 70,000 U.S. citizens overdose on Fentanyl annually, and countless more die in the associated illegal trade of the product. Why would the results of a gun ban work better than the fentanyl ban, particularly considering the life expectancy of a gun?
To that end, If the millions of semi-automatic weapons that already exist in the U.S. are the heart of the problem, what happens to them after the ban? I can’t imagine that they will simply stop functioning and I’m certain any attempt at government confiscation would be catastrophically unsuccessful. Even if they were to somehow disappear, how would we stop criminal enterprises from importing or manufacturing them similar to fentanyl? High-capacity magazines are little more than a small box with a spring. An effective ban on them would have to include 3D printers.
For those that say “well, we have to do something”, I’d suggest simply paying for a stranger’s meal. It’s likely just as effective as gun legislation in bringing about change.
Hannah, help!! I am having trouble posting my comment.
data:image/png;base64,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
Seriously, I am having trouble posting my comment.
John,
You comments got jumbled after a few of your challenges but I wanted to give you a reply.
Why do gun laws appear to work some places and not others? Maine has very relaxed gun laws and is amongst the lowest homicides rates. Washington DC has very strict gun laws, but extremely high homicide rates. Illinois and Minnesota have very similar gun laws, yet Illinois had nearly 5 times the homicide rate as Minnesota. North Dakota with its relaxed gun laws has a nearly identical homicide rate to New York with its strict gun laws. These examples show that the gun laws themselves cannot be the only factor in consideration. The scientific method demands that you account for all the possible variables to ensure you are making an appropriate comparison. That task is virtually impossible in this case.
As long as Washington DCs data is unexplained, you simply can’t definitively say that strict gun laws are effective in preventing gun homicides, and as long as Maine’s data is unexplained, you can’t say that strict gun laws are needed to in preventing gun homicides. I suspect there are a myriad of other factors in play (organized crime, unemployment, culture, population density, etc….)
The data you were trying to share on the 1994-2004 assault weapons ban was cut off/scrambled but I am quite familiar with it. I will not refute the data, but I will unfortunately refute a conclusion that the ban was the sole cause for the data for the same reason as above. In the three years prior to the ban, (1991-1993) there were 44 mass shooting deaths. In the 3-year heart of the ban (1998-2000), there were 48. As a matter of fact, 1999 had more mass shooting deaths than all but one of the seven years prior to and following the ban. If the ban worked, why didn’t it work then?
The assault weapons ban data becomes even more muddied when you consider the socio-economic factors that were in play for a significant portion of the ban. Without getting too much into the weeds, crime in general was down significantly over this same period. This could easily be attributed to (at the time) record low unemployment, particularly in the 18-29 year old demographic that intersect switch the most common age for criminal activity. One of the factors in THAT was a steep drop in the births rate about 20 years prior. Fewer people competing for entry-level work could easily been a factor.
The sharp uptick after the ban coincides with the start-up of social media. You can’t refute that data, but you can refute the conclusion that banning social media will reduce mass shootings.
To that end, I stand my assertion that there isn’t enough data to make a truly informed decision on the effectiveness of gun legislation. At best, you may be able to say it’s “more likely than not” to be “somewhat effective”.
Derik,
Apparently, I’ve been paying so much attention to Jerry’s penchant for unsupported generalizations that I seem to have overlooked you. Not anymore. You’ve made several claims here that I find to be not only unsupported, but unsupportable. Let’s look at some of them:
· “This is one of those instances where data is not going to help people make a decision.”
I disagree. The whole point of Hannah’s post was to answer the question of whether or not gun control would reduce mass shootings. As is usual for her, she offered extensive amounts of supporting data from various sources; all of which seems to support her conclusion that, yes, “gun laws and gun control really do seem to work.”
· “What is the primary goal of the potential gun legislation?”
To answer your question of “what we are trying to prevent,” the answer is gun deaths, not all deaths. This includes homicides, accidents, & suicides but not “a broader violent crime metric” as you speculate. This renders irrelevant your entire 2nd paragraph about whether or not “the goal is to reduce violent crime.”
· “One of the greater fallacies you see in data on this subject (and you touched on this) is the “correlation=causation” way of thinking.”
Correlation=causation is only a problem when multiple data points exist which you cannot isolate. Commingling the claim that “there are ton of other socio-economic factors in play beyond guns” is only valid if those factors cannot be isolated. This brings me to the next comment of yours I would like to address:
· “Proponents of strict gun control like to ignore the deviations from their “data driven” arguments.”
I’m going to ignore the fact that you have yet to provide data for any of the arguments you’ve made & instead, I will present you with a “data driven” argument which has no deviations & is difficult to refute. The following chart illustrates the rates of gun deaths in the United States before, during, & after the 10-year period in which the 1994 Federal Assault Weapons Ban was in effect:
data:image/png;base64,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