Page added on August 10, 2015
We all know generally how today’s economy works:
Our economy is a networked system. I have illustrated it as being similar to a child’s building toy. Ever-larger structures can be built by adding more businesses and consumers, and by using resources of various kinds to produce an increasing quantity of goods and services.
There is no overall direction to the system, so the system is said to be “self-organizing.”
The economy operates within a finite world, so at some point, a problem of diminishing returns develops. In other words, it takes more and more effort (human labor and use of resources) to produce a given quantity of oil or food, or fresh water, or other desirable products. The problem of slowing economic growth is very closely related to the question: How can the limits we are reaching be expected to play out in a finite world? Many people imagine that we will “run out” of some necessary resource, such as oil, but I see the situation differently. Let me explain a few issues that may not be obvious.
1. Our economy is like a pump that works increasingly slowly over time, as diminishing returns and other adverse influences affect its operation. Eventually, it is likely to stop.
As nearly as I can tell, the way economic growth occurs (and stops taking place) is as summarized in Figure 3.
As long as (a) energy and other resources are cheap, (2) debt is readily available, and (3) “overhead” in the form of payments for government services, business overhead, and interest payments on debt are low, the pump can continue working as normal. As various parts of the pump “gum up,” the economic growth pump slows down. It is likely to eventually stop, once it becomes too difficult to repay debt with interest with the meager level of economic growth achieved.
Commodity prices are also likely to drop too low. This happens because the wages of workers drop so low that they cannot afford to buy expensive products such as cars and new homes. Growing purchases of products such as these are a big part of what keep the economic pump operating.
Let me explain some of the pieces of the problem that give rise to the slowing economic growth pump, and the difficulties it encounters as it slows down.
2. “Promises,” such as government pension programs for the elderly, and promises to repair existing roads, tend to get bigger and bigger over time.
We can understand how promises tend to grow by looking at an example I constructed:
Suppose a pension program begins in 2010 and gradually adds more retirees. Or suppose a road repair program starts out in 2010 with more roads gradually being added.
The payments made each calendar year, whether for the pensions or the road repairs, are the totals at the bottom of the column. These totals keep growing, even if each retiree gets the same amount each year, and even if each road costs the same amount to repair each year. Admittedly, using 100 for all amounts is unrealistic–this is done to keep the math simple–but regardless of what numbers are used, the sum of the payments each calendar year tends to rise.
If we look at US government expenditures as a percentage of wages, the pattern is as we might expect: government spending rises significantly faster than wages.
3. At least partly because of growing “promises,” it is very difficult for an economy to shrink in size without collapsing.
We can think of many kinds of promises in addition to pensions and road repairs. One such promise is the promise by banks that they will allow depositors to withdraw funds held on deposit in the bank. Another kind of promise is the promise of debtors to repay debt with interest. All of these promises tend to grow in total quantity over time, at least in part because population grows.
If an economy shrinks, all of these promises become very difficult to fulfill. This is the problem that Greece and other countries in financial difficulty are encountering. There is a need to reduce some program or to sell something so that the calendar year payments are not too high, relative to revenue for the year. These payments really represent a flow of goods and services to the individuals to whom the promises were made. “Printing money” does not really substitute for goods and services: pensioners expect that they will be able to buy food, medicine and housing with their pensions; those withdrawing money from a bank expect that the money will actually buy goods and services needed to live on.
If there is a major problem with “making good” on promises, it is difficult to have an economy. It is hard to operate an economy without functioning bank accounts. Even cutting off pensions or road repairs becomes a problem.
4. The over-arching problem as we reach diminishing returns is that workers become less and less efficient at producing desired end products.
When an economy starts hitting diminishing returns, we find that the economy produces goods less and less efficiently. It takes more worker-hours and more resources of various kinds (for example, fracking sand and deep sea drilling equipment) to produce a barrel of oil, causing the cost of producing a barrel of oil to rise. Usually this trend is expressed as a rising cost of oil production:
Looked at a different way, the number of barrels of oil produced per worker starts decreasing (Figure 7). It is as if the worker is becoming less efficient. His wages should be reduced, based on his new lack of productivity.
There are many types of diminishing returns. They tend to lead to a smaller quantity of end product per worker. For example, if the population of a country increases, but arable land stays the same, adding more and more farmers to a plot of arable land eventually leads to less food produced on average per farmer. (Some might say that each additional farmer adds less marginal production.) Similarly, mining ores of lower and lower concentration leads to a need to separate more and more waste material from the desired mineral, leading to less mineral production per worker.
As another example, if a community finds itself short of fresh water, it may need to begin using desalination to produce water, instead of simply using relatively inexpensive wells. The result is a steep rise in the cost of water produced, not too different from the steep rise in the cost of oil in Figure 6. Viewed in terms of the amount of fresh water produced by each worker, the return per worker falls, as happens in Figure 7.
If workers get paid for their work, the logical result of diminishing returns is that after a point, workers should get paid less, because what they are producing as an end product is diminishing in quantity. Workers may be making more intermediate products (such as desalination plants or fracking sand), but these are not the end products people want (such as fresh water, electricity, or oil).
In some sense, fighting pollution leads to another form of diminishing returns with respect to human labor. In this case, increasing human effort and other resources are used to produce pollution control equipment and to produce workarounds, such as alternative higher-priced fuels. Again, wages per worker are expected to decline. This happens because, on average, each worker produces less of the desired end product, such as electricity.
Admittedly, less pollution, such as less smog, is desired as well. However, if it is necessary to pay extra for this service, the effect is recessionary because workers must cut back on purchasing discretionary goods and services in order to have sufficient funds available to purchase the higher-priced electricity. Thus, fighting pollution using approaches that raise the price of end products is part of what slows the world’s economic growth pump.
5. When civilizations collapsed in the past, a major cause was diminishing returns leading to declining wages for non-elite workers.
We know how diminishing returns played out in a number of past civilizations based on the analysis conducted by Peter Turchin and Surgey Nefedov for their book Secular Cycles. They found that typically a period of rapid population growth took place after some change occurred that increased the total amount of food an economy could provide. Perhaps trees were cut down on a large plot of land, or irrigation was introduced, or a war led to the availability of land previously farmed by others. When the original small population encountered the newly available arable land, rapid growth became possible for a while–very often, for well over 100 years.
At some point, the carrying capacity of the land was reached. Then the familiar problem of diminishing returns on human labor occurred: adding more farmers to the plot of land didn’t increase food production proportionately. Instead, the arable land needed to be subdivided into smaller plots to accommodate more farmers. Or the new farmers could only be “assistants,” without ownership of land, and received much lower wages, or went to work for the church, again at low wages. The net result was that at least part of the workers started receiving much lower wages.
One contributing factor to collapses was the fact that required tax levels tended to grow over time. Some reasons for this growth in tax levels are described in Items (2) and (3) above. Furthermore, the pressure of growing population meant that groups needed access to more arable land–a problem that might be overcome by a larger army. Paying for such an army would require higher taxes. Joseph Tainter in The Collapse of Complex Societies writes about the problem of “growing complexity,” with rising population. This, too, might give rise to the need for more government services.
Raising taxes became a problem when wages for much of the population were stagnating or falling because of diminishing returns. If taxes were raised too much, low-paid workers found themselves unable to buy enough food. In their weakened condition, they tended to succumb to epidemics. If taxes couldn’t be raised enough, governments had different problems, such as not being able to support a large enough army to fend off attacks by neighboring armies.
6. The United States now has a problem with declining wages of non-elite workers, not too different from the problem experienced by civilizations that collapsed in the past.
Figure 8 shows that on an inflation-adjusted basis, US Median Family Income has been falling in recent years. In fact, the latest value is between the 1996 and 1997 value. In a sense, this represents diminishing returns on human labor, just as has occurred with agricultural civilizations that collapsed.
Wages have been falling to a much greater extent among young people in the United States. Figure 9 from a report by Dettling and Hsu in the Federal Reserve Bank of St. Louis Review shows that median wages have dropped dramatically since 1989, both for young people living with parents and for young people living independently. To make matters worse, the report also indicates that the share of young people living with parents has risen during the same period.
In some sense, the loss of efficiency of the economy (or diminishing returns) outlined in Item 4 is making its way through to wages. The wages of young people are especially affected.
7. Demand for goods and services comes from what workers can afford. If their wages are low, demand for goods of many kinds, including commodities, is likely to fall.
There are many rich people in the world, but most of their wealth sits around in bank accounts, or in ownership of shares of stock, or in ownership of land, or in other kinds of investments. They use only a small share of their wealth to buy food, cars, and homes. Their wealth has relatively little impact on commodity prices. In contrast, the many non-elite workers in the world tend to spend a much larger share of their incomes on food, homes, and cars. When non-elite workers cut back on major purchases, it is likely to affect total purchases of goods like homes and cars. Other related goods, such as gasoline, home heating fuel, and the building of new roads, are likely to be affected as well.
When the demand for finished goods falls, the demand for the commodities to produce these finished goods falls. Because of these issues, when the wages of non-elite workers fall, we should expect downward pressure on commodity prices. Commodity prices may fall back to a more affordable range, after they have spent several years at higher levels, as has happened recently.
There is a common belief that as we approach limits, the price of oil and other commodities will spike. I doubt that this can happen for any extended period. Instead, the low wages of non-elite workers will tend to hold commodity prices down. Because of this issue, we should expect predominately low oil prices ahead, despite the continuing pressure of rising costs of production because of diminishing returns.
The mismatch between the rising cost of commodity production and continued low commodity prices is likely to lead to a sharp drop in the supply of many types of commodities. Thus, the slowing operation of our economic growth “pump” is likely to lead to a situation where the production of commodities, including oil, falls because of low prices, not high prices.
8. What is needed to raise the productivity of workers is a rising quantity of energy to leverage human labor. Such energy supplies are affordable only if the price of energy products is very low.
The amount a person can produce reflects a combination of his own labor and the resource he has to work with. If energy products are available, they act like energy slaves. With their assistance, humans can do things that they could not do otherwise–move goods long distances, quickly; operate machines (including computers) that can help a worker do tasks better and more quickly; and communicate long distance by means of the telephone or Internet. While technology plays a major role in making energy products useful, the ultimate benefit comes from the energy products themselves.
We have been using a rising amount of energy products since our hunter-gatherer days (Figure 10). In fact, the use of energy products seems to distinguish humans from other animals.
Clearly, cheaper is better when it comes to the affordability of energy products since available money goes further. If gasoline costs $5 per gallon, a worker with $100 can buy 20 gallons. If gasoline costs $2 per gallon, a worker with $100 can buy 50 gallons.
In recent years, with the high prices of energy products, world growth in energy consumption has lagged. It should not be surprising that world economic growth seems to be lagging during the same period.
In fact, Figure 11 seems to indicate that changes in energy consumption precede changes in world economic growth, strongly suggesting that growth in energy consumption is instrumental in raising economic growth. The recent steep drop in energy consumption suggests that the world is approaching another major recession, but this has not yet been recognized in international data.
9. One way of describing our current problem is by saying that the economy cannot live with the high commodity prices we have been experiencing in recent years and is resetting to a lower level that is affordable. This reset is related to low net energy production.
If oil and other commodities could be produced more cheaply, they would be more affordable. We would not have the economic problems we have today. Energy use in Figure 11 could be rising more quickly, and that would help GDP grow faster. If GDP were growing faster, we would have more funds available for many purposes, including funding government programs, repaying debt with interest, and paying the wages of non-elite workers. We perhaps would not have the problem of falling wages of non-elite workers.
The current “fad” for solving our energy problem is to mandate the use of intermittent renewables, such as wind and solar PV. A major problem with this approach is that such renewables make the cost of electricity production rise even faster, exacerbating our problems, instead of making them better.
To make matters worse:
As I see it, one of the major roles of energy products is to support the growing overhead of our economy; this is what the discussion about the need for “net energy” is about. Thus, we need energy products that are cheap enough that they can be taxed heavily now, and still produce an adequate profit for those producing the energy products. If we find ourselves mostly with energy products that are producing cash flow losses for their producers, as seems to be the case today, this is an indication that we have a problem. We don’t have enough “net energy” to run our current economy.
10. Debt and other paper assets are likely to “have a problem” as the economic growth pump falters and stops.
Debt is absolutely essential to making an economy work because it allows businesses to “bring forward” future profits, so that they don’t have to accumulate a high level of savings prior to building a new factory or opening a new mine. Debt also allows potential buyers of expensive products such as homes, cars, and factories to pay for them on an affordable monthly payment plan. Because more buyers can afford finished goods with the use of debt, debt raises the demand for goods, and indirectly raises the prices of commodities. With these higher prices, a greater quantity of commodity extraction is encouraged.
At some point, it becomes very difficult to support the very large amount of debt outstanding. In part, this happens because of the large accumulated amount of debt. Falling inflation-adjusted wages of rank and file workers add to the problem. In such a situation, interest rates need to be kept very low, or it becomes impossible to repay debt with interest. Even with continued low rates, defaults can eventually be expected.
Once debt defaults begin, commodity prices are likely to drop even further. Such a drop is likely to lead to even more loan defaults, especially by commodity producers (such as oil companies) and commodity exporters. Prices of equities can be expected to drop as well, because the problems of the debt system will affect businesses of all kinds.
Once debtors start defaulting, it will become very difficult to keep financial institutions from collapsing. International trade is likely to become a problem because financial institutions are needed to provide debt-based financial guarantees for long-distance transactions.
Other Information on this Subject
I have written previously and talked about some of the issues raised in this post.
An academic article I wrote that is directly related is Oil Supply Limits and the Continuing Financial Crisis. It was published in the journal Energy in 2012. Scopus shows 30 articles citing this paper.
A series of talks and videos that I conducted in China are now available on this website. These are some links to my presentations:
1. Overview of Energy Modeling Problem
3 Overview of a Networked Economy
4 Economic Growth – Diminishing Returns
6. Competition and Resource Exhaustion
7. Twelve Principles of Energy and the Economy
Videos of these presentations are also available on my Presentations/Podcasts page.
19 Comments on "How Economic Growth Fails"
HARM on Mon, 10th Aug 2015 6:34 pm
“We are all familiar with how an economy works:
…People… can’t buy more than the afford.”
Except that the central banks and governments of the world’s industrialized nations seem to have repealed that “quaint” limitation of old. They are intent on using ZIRP, quantitative easing (buying debt & stocks) and manipulating whatever needs to be manipulated to keep the party going indefinitely.
I for one am astonished at how well it’s actually worked so far. I was 100% convinced that when U.S. house prices dropped ~40% in 2008-2011, they would revert to the mean and take a long time to bounce back, similar to what played out in the 1990s. Turns out, thanks to ZIRP and serial rounds of QE, that was a stupid assumption. Should have levered up on RE during the micro dip, while it lasted.
Of course… it’s “worked out” really well for the top 1% and .1% especially, not so great for the bottom 90%, but who cares about them? Only the people who bribe politicians and run financial firms count anymore.
HARM on Mon, 10th Aug 2015 6:49 pm
Politico-Economic Principle #11 (which trumps 1-10):
TINA (There Is No Alternative). The leaders of central banks and major governments of the world may be stupid, selfish and myopic individually, but collectively they understand that if this sucker goes down for one, it’s likely to go down for all. So they remain birds of a feather and ZIRP together. Even China is getting in the act in a big way –prohibiting short selling (or selling period) and buying up worthless stocks and junk bonds to prop up their markets and asset prices.
How long can they keep this up? Who knows… But to slightly tweak a famous saying by J.M. Keynes: “the central banks can stay irrational longer than you can stay solvent.”
Plantagenet on Mon, 10th Aug 2015 6:49 pm
Obama may’ve screwed up the financial system in the USA and presided over a collapse in income growth for most americans, but at least he’s done a really bang-up job improving race relations.
idontknowmyself on Mon, 10th Aug 2015 8:07 pm
There we ago again. Gail writing the same thing for the 100 times with the same graphics and same picture. According to Gail the system will collapse because there is too much debt.
She has no understanding of complexity, international trade networking, thermodynamic and complex system behaviour, basic human biological survival behaviour but according to her everything will collapse because of too much debt. Always the same people commenting on her blog, some seem mentally unstable and looking for maternal attention.
She makes general sentence that don’t mean much and are not very informative.
Because of the number of stupid and imbecile comments on this blog, I will comment like an asshole until they ban my IP or the comments section become chaotic and useless.
HARM on Mon, 10th Aug 2015 8:07 pm
Obama is a chair-warmer who has emcee’d over the same economic system that was in place before he took office, before his Republican predecessor took office, and will likely be there long after we’re all dead.
The financial oligarchy will not surrender power to the people willingly or peacefully.
HARM on Mon, 10th Aug 2015 8:08 pm
“Because of the number of stupid and imbecile comments on this blog”
Are you referring to yourself here?
idontknowmyself on Mon, 10th Aug 2015 8:17 pm
The financial oligarchy will not surrender power to the people willingly or peacefully.
Who are they the financial oligarchy do they put gas in the car ? If they put gas in their car, they are using the system economical system as poor people do. How is it going to work for the elite when no gas will be available.
What power do they have
Typical stupid comment. Think before repeatint what you read everywhere.
ghung on Mon, 10th Aug 2015 8:55 pm
idontknowshit is beginning to slure his typing, and it’s clear he hasn’t travelled much, at least to places where the ‘elite’ always have gas (and great food, water, jets,,, everything), where most folks don’t have a pot to piss in.
Been nowhere; done nuthin’, but tells the rest of us how stupid we are. Stupid is……
Apneaman on Mon, 10th Aug 2015 9:59 pm
planty says it’s all Obama’s fault.
Hey planty Alaska just passed a milestone – 5 million acres burned so far this season.. Who’s fault is that I wonder? Obama’s? Do you ever lay awake at night planty and smell the smoke and ask yourself if it was/is worth it? Are we worth it? A few generations of privileged lifestyles for a small percent of the apes at the cost of trashing the biosphere for thousands of generations to come – assuming there are going to be any after the inertia and lag kick in? What are the carbon off-sets for that planty? When you jet to India leave in the day time and get a window seat and behold the price of privilege. Here’s a preview courtesy of NASA – Aug. 10, 2015.
Terra Captures Alaskan Wildfires
“The 2015 Alaska fire season reached another milestone Friday by surpassing the 5-million-mark in the number of acres burned so far this season. According to the Alaska Interagency Coordination Center’s daily situation report released on Friday August 7, a total of 743 fires have burned 5,013,053.4 acres to date. That total ranks the 2015 fire season No. 3 on the list of the largest fire seasons on record. The only two seasons with larger acreage totals at this point are 1957 at 5,049,661 acres and 2004 with 6,590,140 acres.”
http://www.nasa.gov/image-feature/goddard/terra-captures-alaskan-wildfires
Pennsyguy on Mon, 10th Aug 2015 11:07 pm
Ms. Tverberg always does a fine job of showing how our energy problems don’t stand alone. Indeed, energy, climate, economies, etc. are interlinked, tightly coupled and subject to multiple feedback loops. In theory, ONE problem in isolation might be solved by intelligent people with foresight. Alas, I don’t think the real world works that way.
Makati1 on Mon, 10th Aug 2015 11:31 pm
This is why we have no future…
Plagues of Locusts Invade Russia
Three hundred acres is food for 300 or 350 people, lost in favour of charging their cellphones and laptops
Rising food prices is a global concern
Dementia is striking victims earlier and death rates are soaring: international study
Pesticides: more toxic than previously thought?
Is bird flu going to affect human flu vaccine production?
EPA team spills million gallons of waste water into Colorado rivers
Study: Legionnaire’s disease cases tripled in last decade
Legionnaires disease outbreak in New York affects record 108 people
Fish off Australia’s coast dive deep to avoid heat
30 blue herons found dead at Canadian oilsands mine
Creatures of the deep cry silently for help: Rocky reef habitat in grave danger
Ocean changes are affecting salmon biodiversity and survival
The Point of No Return: Climate Change Nightmares Are Already Here
Bombshell Study Reveals Methane Emissions Hugely Underestimated
Ebola Rates Plummet, But WHO Says More to Come
End Of Ebola? No. Here’s Why We Can’t Prevent Outbreaks
Oklahoma Cracks Down on Disposal Wells To Reduce Earthquakes
Can habitat protection save our disappearing bats?
USA: The Global Superpower That Once Again Fails Infant Mortality Test
California Wildfires: 12,000 Evacuated as Rocky Fire Rages, Grows
Geoengineering Schemes Sound Too Good to be True? That’s Because They Are.
Floods, landslides kill 75, displace thousands in eastern India
Are Rio de Janeiro’s Waters Safe Enough for the 2016 Summer Olympics?
Global Glaciers Melting up to Three Times Rate of 20th Century
USA needs to take immediate steps to fight super bugs, experts say
After weeks of monsoon rains, Myanmar appeals for international assistance
And on and on… http://ricefarmer.blogspot.fr/
Apneaman on Tue, 11th Aug 2015 12:35 am
Research shows catastrophic invertebrate extinction in Hawai’i and globally
http://phys.org/news/2015-08-catastrophic-invertebrate-extinction-hawaii-globally.html#jCp
marko on Tue, 11th Aug 2015 12:48 am
Print baby print. They are clever with their printing presses and we who work 8hpd are stupid. I am fed up and tired of this
marmico on Tue, 11th Aug 2015 3:18 am
Tverberg lays another turd. I find the pickup sticks, cost of extracting a barrel of oil and wages per worker in units of oil so illuminating. [sarcasm on].
Of course, you would never see this in her gaggle of graphs.
comicrelief on Tue, 11th Aug 2015 3:39 am
Hey Marmico, why don’t you head on over OFW and pen your concerns directly to Gail. Under your Marmico moniker of course. I’ll keep an eye out for you. Though you being a back stabbing coward, I’m sure you won’t turn up.
marmico on Tue, 11th Aug 2015 3:48 am
So I can compete with Fast Eddy (comicrelief) or his latest iteration. Tverberg knows shit about about public finance.
Do you want to have a go at it? Food and energy costs combined are lower than health care costs in the U.S.
Davy on Tue, 11th Aug 2015 7:47 am
Comic, the Marmi’s attitude speaks more than his words. He is one scared puppy with his tail between his legs but barking like a big dog. You show me any corn that is not concerned now with a laundry list of economic, social, and resource issues and you will be showing me either a fool or snake oil salesman. I am not sure yet the Marm-a-NOo dynamics but I do know both of their messages are flawed with lack of balance.
Marmi in particular is fond of short bullet points with freddy fluff graphs (Fed graphs) that say little because of lack of context and balance. The whole message of the cornucopian establishment is flawed then you take it further to a Marmi level who adds his own personal distortions and what do you get? Puppy shit. Yes Marm, puppy shit is shit a turd is a turd.
penury on Tue, 11th Aug 2015 9:16 am
Gail’s articles are usually insightful and contain too much truthiness for some people. Yes folks we are all going to die. What Gail and others are attempting in a small way to do is point out to all of us that we are murdering our children and grand children at the same time.What people call Cornys are simply people who refuse to acknowledge that everything is finite including us.
theedrich on Tue, 11th Aug 2015 7:56 pm
It is true that Gail keeps repeating what needs to be repeated. However, there are always new readers for whom this information is eye-opening, even if they do not themselves comment on her writings. Note that, similarly, media advertizements are repeated countless times in order to get the message through. She is operating on the same principle, and for a much more serious reason.
The fundamental fact is that no life form can exceed its resources, although every life form tries to do so. That is why nature has built in all kinds of checks and balances in the form of predators, diseases, diminishing returns and the like. Hence the vast array of living creatures, each of which is tailored to a specific ecological niche and time. Except man, whose brain allows him to exploit many different niches in many different ways. He also loves to delude himself and his co-humans in every possible way in order to gain a slightly higher level in the food chain. (We need not mention explicitly such techniques as the near-universal institution of slavery, let alone various forms of genocide, etc.)
The U.S. electorate likes to think it is exempt from all of this, and its politicians must perforce accommodate this thinking. Some politicians, like Barry Davis (the son of black Communist, Frank Marshal Davis) the current POTUS with the assumed name of Obama , tell the voters that the check is in the mail. This is a necessity in order to gain the political summit. Of course, the biblical myth of Original Sin (in fact a myth of humanitys RISE to consciousness the fruit of the Tree of Knowledge from the animal state, with a talking snake being a metaphor for curiosity) convinces many White voters that they are guilty of all of historys horrors, but can have their sins expiated and escape the fate of diminishing returns if they vote for such a candidate. In addition, the Republican loyal opposition is more loyal than opposition to this wish dream, and actually furthers the delusion.
In order to perpetuate the collective fantasy, various frauds, scapegoats, sob stories and other diversions (e.g., QE, ZIRP, global reserved currency manipulation, culture wars) must be produced, so that the underlying decline may be masked. Unbeknownst to most people, Islamic terrorism is but one result of this global decline, as is the massive immigration of ThirdWorlders into White countries. All of these things have been well documented. And we know what the consequences are going to be: the end of civilization as we know it.