Introduction
In this series, I will be examining an economic event known as The Great Decoupling its causes, and how they drive economic inequality. The first part of the article will deal solely with delving into the background of the Great Decoupling and developing a theory for what caused it. Part 2 will go into wealth and income inequality and how they are caused/driven by those factors.
What is The Great Decoupling
The Great Decoupling is a term that has been coined to describe the sudden divergence between productivity growth and wage growth in the early 1970s. Prior to that going back to at least the end of World War 2 wages and productivity moved in lockstep indicating that they were tightly coupled and that in effect workers were claiming a constant percentage of their growing productivity. You can see this graphically in images like the one below.
And that graph does tell us that something profound happened to the economy in the early 1970s and if you look closely at the graph that it is clear that this event was not a form of slow gradual change but rather a specific event that occurred between 1972 and 1974. What the event was the cause for the decoupling of wages from productivity is not so clear.
Before I go into my own theories for what is behind this event, I will go over the 2 most commonly promoted/believed theories and examine them to see if they have any validity to explain the phenomenon.
There are a few other theories for what caused the Great Decoupling but none of them are particularly widespread or developed as these and so I will not go into them but suffice it to say that every theory I have seen proposed for the cause of the Great Decoupling has been lacking and not backed up by any evidence that fits the evidence
Theory 1: Automation driving workers out of their jobs
The basic idea behind this theory is that as automation of factory jobs grew demand for labor shrank and while it never shrank enough to create mass unemployment, it did deprive workers of the negotiating power needed to demand higher wages. Being an essentially neo-Luddite theory, you will often see this mixed with some claims about declining union membership/power as an aggravating factor.
In fairness, there is some validity to this theory as automation was a growing force in the economy in the post-war years that have accelerated as time went on. There are some flaws to the theory. First, automation did not come onto the scene from nowhere in the early 1970s, it had been an ever-growing force in the economy since the industrial revolution. Had this been the primary driving cause of the Great Decoupling you would not see a sharp line of demarcation where wages and productivity diverged, rather you would see a slow departure as wages gradually fell behind productivity growth. In other words, as automation grew steadily since the 1880’s wages and productivity would never have been coupled in the first place. Second, the growth in automation would have only impacted a few sectors of the economy, primarily manufacturing and farming. Over the period of the Great Decoupling those 2 sectors represented a shrinking portion of the overall economy and as a result, there were plenty of jobs for the workers impacted by automation to go to in other sectors of the economy to find work leaving them with plenty of bargaining power to increase wages.
Ultimately this theory is used to back either an Organized Labor narrative or to support dire predictions of a coming singularity where automation renders huge percentages of the workforce obsolete and while that may or may not have some validity going forward it is a very poor fit to describe what actually happened to the economy between 72 and 74. The best you can say is that Automation was one factor among many that helped keep wage growth decoupled from productivity growth, it could not have been the causal factor which initiated the decoupling.
Theory 2: Deregulation and tax cuts for the wealthy transferred ever-growing wealth from workers to capitalists
This is your standard Progressive/Neo-Marxist talking point. Basically, the greedy rich people convinced the government to change the rules so that they can seize ever more money from the proletariat. Often by having government itself redistribute the income/wealth upwards through cuts in services to the poor being funneled into tax cuts for the rich. Unlike with Theory 1 however, there is pretty much no validity to this claim whatsoever.
As the graph shows, the deviation between real wages (real wages have been adjusted for inflation) and productivity are clearly indicated to have occurred suddenly between 1972 and 1974. For government regulation or tax changes to be the driving force, there would by necessity have had to have been some major new legislation on taxes or regulations that drove the change within a handful of years immediately prior to the time period in question. What we instead see in the years immediately prior to the decoupling event is a period of massive increases in regulation with the government going so far as to impose wage and price controls as well as the creation of 2 of the largest and most powerful regulatory bodies in our government, OSHA and the EPA. On Taxes the only significant changes being the imposition of entirely new payroll taxes and while those taxes were not progressive in nature, they were small and offset by massive increases in welfare spending transferring income to the poor. You do not see significant tax cuts or pushes for deregulation going into effect until 1982 a full decade after the decoupling event.
The best factual case that progressives and left-wing economists can make is that the decoupling was initiated by something else and then reinforced by the tax and regulatory changes of the Reagan administration and even that is a weakly supported claim based on the evidence.
What really happened
Admittedly not being a trained economist or having access to all of the data to back this theory up or prove it this is just a theory but what I can say about what is to follow is that it is a far more complete vision of what happened and is totally consistent with all of the evidence which I took into account.
Before we can really understand what drove the decoupling we must understand when and how it happened. If you look very closely at the graph in the image you will see that in 1972 productivity and wages remained in synch, in 1973 they had begun to diverge however the divergence was within what was expected based on how the 2 metrics had moved in the past and by 1974 the 2 metrics were moving along completely different curves. This is a very sharp line of demarcation it can be placed to somewhere in an 18-month period from the start of 1972 through mid-1973 that a 24-year-old trend suddenly changed. Since it was not some kind of a gradual event there must have been a specific change that drove it and it had to have occurred no earlier than 1970 and no later than 1973. When we look at history there happens to be just 1 significant political-economic event that matches this time period, the end of the Bretton Woods system.
Breton Woods
What was the Breton Woods System? Following World War 2 the major nations of the world agreed to a system of international currency valuations with other currencies being marked to the dollar and the dollar being directly convertible into gold. The system worked well enough for a while, but it was originally based on the political and economic realities of 1944 where most of the economies of the world had been smashed to rubble and the only significant industrial economy remaining was the US. By the 1960s that was no longer true, England and France had resumed their prewar positions as major economic players, Germany was not far behind and Japan was an up and comer hot on their heels. Compounding this was the fact that the global economy was growing so much faster than the US economy that the US lacked the gold reserves to sufficiently guarantee the currency.
In 1971 the G10 held a summit to try and rescue the Bretton Woods system devaluing the dollar from $35 to $38 per oz of gold and in August of that year the US stopped the practice of allowing dollars to be directly exchanged for gold by closing the “Gold Window”. These steps did not help, and the dollar reached $44 per oz of gold in 1972. The end came in 1973 when the US and the rest of the world abandoned the Bretton Woods system and the gold standard altogether for a system of fiat currency backed by nothing where exchange rates would be determined by market forces. Under this system, a country can manipulate its currency by just creating new money as needed without the need to worry about whether they have the gold reserves to back that new money. Basically, the end of Breton Woods was the birth of the Inflationary monetary regime.
So now we have a candidate that at least could, in theory, cause the decoupling and fits the timeline, but this is still not a complete enough explanation as a move from fixed to floating currency can merely cause inflation, there is no real mechanism for it to suppress wages in relation to productivity changes, or at all for that matter. While wages generally trail inflation, they do rise with it. So, If the end of Breton Woods were the sole cause of the decoupling event then what we not have seen a decoupling between real wages and productivity as there would have been nothing to prevent workers from continuing to capture the same portion of productivity growth as they had in the past
What’s missing?
Now we have a temporal event that acted as a trigger in the decoupling but that event is not in and of itself capable of producing the result we have seen so there must also be other forces at play here, we have to come up with a reason why wages are not only not rising with productivity but also not rising with inflation as they always have in the past and economic theory says they should. We need to come up with some kind of economic force or combination of forces that are capable of completely counteracting inflation and productivity growth which are working to pull wages up and results in wages that have essentially flatlined for 45 years.
The link between wages and prices
Before we can get into what is driving the wage stagnation there is an important relationship we need to understand, the link between prices and wages. Economists argue over whether wages drive prices or prices drive wages, but they all agree that prices and wages are intimately linked. The actual evidence seems to say that the link is bi-directional, that is, an increase in wages in an economy will drive a corresponding increase in prices and an increase in prices will drive a corresponding increase in wages. There is good reason to believe in this bi-directional link between the two as it fits in with much we know about human motivations.
When a worker accepts a wage, he is not really agreeing to the absolute magnitude of the wage he is evaluating that wage in relation to what it costs him to live and the lifestyle that the wage will afford him. If prices are rising, then he will eventually decide that the current wage no longer satisfies his needs and seek a higher one. On the reverse side when a company offers a wage for a position, they are taking the same factors into account and if prices are falling they may not be able to get their current workers to accept lowered wages but they certainly will offer new workers lower wages in response and in extreme cases will replace current higher paid workers with new workers at lower wages. So, this is how wages respond to changes in price levels within an economy.
Prices also respond to changes in wages. If a worker’s wages are increasing, he will be more willing to spend increasing amounts on goods and services that he was in the past with the lower wage, companies seeking to maximize profit will note this increased financial flexibility within the market and adjust their prices higher accordingly. Additionally, if a company finds itself having to pay higher wages for workers that represents an increase in costs and therefore they have a strong incentive to raise prices to compensate for the increase In cost.
So as you can see there are multiple forces on each side of the wage-price equation that work to keep the two in close correlation and when one looks at real wages (that is wages adjusted for price inflation) over this time period one does indeed see that both wages AND prices have been flat.
We find ourselves in a world driven by inflationary fiat currencies which according to pretty much all economic theories should be producing increasing prices and wages, but we find that neither are really increasing at all and so the questions that must be answered are why neither is increasing because if either was increasing then the other would be.
What has been keeping wages down?
In addition to there not having been any upward pressure on wages from increasing prices it boils down to supply and demand. Coming out of World War 2 the US had a rapidly growing labor force as productivity increases in farm work freed up large numbers of workers to go to work in more valuable endeavors and the number of women in the workforce began to grow steadily. This trend was then reinforced by improvements in public health driving up the median age as well as the age to which one was healthy enough to work and eventually the Baby Boomer generation entering the workforce. This was not a problem in the immediate postwar years as the US had a massive export economy and virtually no import economy to compete with thanks to the US being the sole remaining industrial power in the world. Even in the face of this rapidly growing workforce, there was still plenty of work to go around.
By the mid 1960s this began to change, even though the growth in the US workforce was not slowing countries had largely rebuilt from the war and not only could satisfy many of their material needs themselves they were beginning to export large quantities of goods into the US so while there was still plenty of work to go around companies and consumers began to have alternatives to just paying higher prices for US labor.
As time has gone by this trend has only continued to accelerate as more and more countries became first major export players and eventually economic powers in their own right. At the same time technology has been expanding to make the world a more global place. Yes, the US is still the leading economic power, but it is no longer the only economic power so that workers in the US are no longer just competing with their neighbors but with people across the globe who often can work for a tiny fraction of what a US worker needs to earn and still survive. The result of this is massive downward pressure on wages, there is plenty of work and we do not see widescale unemployment but there is little flexibility for workers to place upward pressure on wages because if US workers ask for too much the work will just go overseas.
What is keeping prices low?
The first thing to recognize is that a fiat currency regime need not be inherently inflationary. It is only inflationary to the extent that the money supply grows faster than the growth in goods and services produced within the economy which means that new money created up to the level of the gains in productivity + population growth would simply have the impact of counteracting the natural deflationary tendency of productivity and population growth and work to hold prices steady. It is only money creation beyond this level which could cause actual inflation in prices.
That said with the monetary policies created following the end of Bretton Woods were significantly beyond this point and so a common refrain you hear to challenge economists opposed to the monetary policies of the Fed and US Government is “Where is the inflation”? Prices have been essentially flat for decades even though the monetary base has been increasing near exponentially, so those theories are falsified, right?
Not so fast. The first thing that needs to be realized is that both increases in productivity and population exert deflationary pressure on prices.
Given that an increase in population represents more workers producing goods and services however while this represents a deflationary pressure on prices as there are fewer dollars available for each unit of production in the economy so the monetary supply had to grow by the same proportion as population growth (more specifically workforce growth but they are interchangeable if we assume a steady portion of the population in the workforce) before you would see any price inflation.
Additionally, an increase in productivity means a decrease in production cost. Growing productivity will by necessity produce some combination of a decrease in price, an increase in wages, or an increase in profits the question becomes what proportion of each. That is, who claims the benefit from the growing productivity, the workers, the owners, or the consumers?
All other things being equal standard economic theory says that competition in the market place will result in the companies benefiting from productivity growth trying to realize the increased profits but over time being forced to cut prices to stave off competition and in the end the consumer receiving the benefit in the form of lower prices for goods and services. Workers will also try to claim a portion of this windfall from increased productivity by demanding increased wages. Historically this could be seen by the link between productivity gains and wages. Workers claimed a constant portion of the productivity gains, the company’s owners received a short-term benefit and over time prices would fall so that in the long term the remaining benefit would flow to consumers in the form of a decrease in prices.
Over the period of the Great Decoupling, we have seen quite large gains in both productivity and population which in the absence of an inflationary monetary policy would have served to drive prices down, these trends have been in effect canceling out some of the price inflation that you would have expected to see.
Finally just as workers began to find themselves in competition with other workers all over the globe companies also began to find themselves in the same position. You no longer had to contend with one or two competitors inside your own country you also had to deal with foreign competition both in the form of a foreign entity beginning to import products that compete directly with yours as well as competitors cutting costs and prices by outsourcing their work to foreign workers. This increased environment between companies acted to make it harder for those companies to raise prices to stay in line with inflation and so in order to maintain their bottom line they began to actively find ways to cut production costs which both drove some of the gains in productivity and worked to place yet more downward pressure on wages.
Putting the pieces together
Now we can tell a complete story of how the Great Decoupling came to be.
As a result of a growing workforce and globalization, there has been persistent downward pressure on wages starting in the mid to late 1960s. Due to technological growth and the aforementioned globalization economic productivity began to grow at never before seen rates. The end of the Bretton Woods system and a switch from hard currency to fiat currency accompanied by an inflationary monetary policy acted as the trigger event that allowed those two forces to cause both wages and consumer prices to stagnate in real terms. As productivity continued to grow and the gains from the productivity growth are no longer being divided between workers (in the form of higher wages) and consumers (in the form of lower prices) but are rather being counteracted by inflation. The net impact has been growing productivity with stagnant wages and low consumer price inflation.
Now I cannot prove this theory is true, not being a professional economist, I do not have easy access to the data which could do that but what I can say is that this theory is both more complete and fits the actual historical data better than any other theory as to what is behind this economic event. To the extent that what I have laid out here is true, it shatters the progressive claim that the Great Decoupling is an inevitable result of “unfettered capitalism and proof that we live in an era of unbridled greed.”
Up next, looking into how these factors are the key drivers of income and wealth inequality.
I havent read it all yet, but here is my response:
Theory, the hourly compensation graph is wrong.
I had the same thought, especially with the time frame. IIRC, that was right around the same time that insurance started being added as compensation.
It’s not just the wages though. If you look at series of graphs after the ending of Bretton Woods, you’ll see the amount of credit vs GDP go past 100% in 1971. The poverty rate stopped decreasing around the same time. The wage decoupling and ending of the great wage compression end around 1973. The trade deficit was last in surplus in 1976. This is due in part to the Triffin dilemma as the US dollar became the reserve currency of the world. I believe but cannot prove this has put a headwind on US manufacturing. Also for those who care the .1% went from controlling 8% of wealth in 1978 to about 23% now.
What I’m not saying is that we can go back to the gold standard as first you would have to find the right current price of gold as money and good luck with that. But the system we have currently is not one I’m convinced allows the markets in labor and trade to work as well as it could. What the right monetary system would be I don’t know and I don’t think anyone knows.
Thanks Rasilio for writing the post I was thinking of writing and doing it much better than I ever could.
Or possibly the productivity graph is wrong. One would think hourly compensation – as flawed as it might be as a metric – is easier to measure than something like productivity which is much more vague.
It’s interesting that insurance is brought up in this string as the end of Bretton Woods went hand-in-hand with demutualization laws in regards to insurance companies. At this juncture, a policy holder is no longer considered a shareholder and thus a mere policy holder is not entitled to a share of the insurance company’s profits as had been the case in mutual companies. (As compensation it may not be huge but let me continue.) As these laws turn insurance companies into purely financial companies – while simultaneously bringing about the end of their brothers-in-mutualization (savings and loans) – I wonder if some of these financial company profits are somehow getting added into the productivity numbers.
After all, as any child of the 70’s could tell you, the running joke of the decade was the rapidly falling quality of US-made consumer items. Moving more units of crappier goods intuitively seems like it should be a net wash on productivity, yet the quality of the output is never a factor in the productivity measurement and in fact lower quality usually means increased amounts (of crappy goods) thus skewing the productivity numbers upwards. If quota and tariff systems handicap foreign competition this low-quality-as-increased-productivity game can go on for an extended period.
Also, a significant event of 1973 was ignored in the write-up: The OPEC Oil Embargo. Combine that with the EPA’s birth and you have significant costs added to production of nearly everything. And this registers no blip in the productivity numbers? Color me skeptical.
a specific event that occurred between 1972 and 1974. What the event was the cause for the decoupling of wages from productivity is not so clear.
Yeah, it’s a mystery.
1973?
It’s capitalism’s fault?
Now what’s my proggie prize?
Well, in fact I did read it all (I’m supposed to be doing my taxes — anything to delay the pain).
Honest question: do the data series that you’re consulting include all forms of compensation, or is it primarily explicit per-hour or per-period monetary compensation? I ask because the trend for most of my adult life has been away from ever-greater specie-compensation and more toward better and more comprehensive benefit programs of various sorts (health, dental, pension, etc.). My spousal unit’s money-based comp “raises” never exceeded more than 1% or 2% per annum, but her company tried to make up for that with better benefits (and in good years, bonuses, which may or may not be captured well by the time-series). Other folks we know noted similar trends with their employers.
You are accurate, at least as what I see on my own. MY non direct salary compensation has grown faster than most others because I work reral hard and know my shit, but the real growth has been in the benefits they pat for me. Now the increase could also come from the fact that as I age it costs more to provide me with med & dental for example, but who knows.
This particular graph happens to use average hourly compensation for non management workers but there are other versions that use other income metrics. While the growth in non wage income is a factor it is not anywhere near as much of a factor as most people think and nowhere near enough to bring wage growth back in line with productivity growth.
Interesting. That was my first take as well – that total income has gone up faster than “wages”. But maybe not enough to account for the decoupling.
Let me throw something else at the wall:
Even looking at total income provided by employers (wages plus benefits) is only a partial look. It does not take into account the “benefits” provided by the government to workers and non-workers. Perhaps the divergence is also driven by the diversion of resources from the private sector into the public sector, where things that used to be paid for out of total income are now provided by the government and thus disappear from the graph above. Its all still paid for by productivity (and inflationary monetary expansion), but it doesn’t show up in anyone’s wages or total income.
It used to be, for example, that part of your total income was a pension (at some businesses). Now, practically nobody does those, and your retirement is funded by you (as you fund your 401(k)), your employer (401(k) match), and the government (SocSec).
I wonder, also, about the degree to which inflation is reflected not in price inflation, but in asset inflation. The last big round of monetary expansion was engaged in solely to prop up asset prices, and so its inflationary effect might be mostly confined to asset prices. Not sure how this might affect the analysis (it may make the decoupling worse?).
I would also be interested in what the graph would look like if it were done in gold, rather than fiat currency (even if adjusted for inflation).
Great stuff, Rasilio. Seriously thoughtful and interesting.
“It used to be, for example, that part of your total income was a pension (at some businesses). Now, practically nobody does those, and your retirement is funded by you”
But that shift was gradual rather than abrupt, and happened well after 1973.
That was just one example of how the shift to government services (and the increasing size of government) might affect the graphs.
The government pays a lot of people wages and other forms of total income. Do the outputs from that show up as productivity? Of course, the money the government gets to pay those wages come from the private sector, so it may effectively a diversion of money from productivity to wages. Although, some of that money that is diverted may have otherwise gone to private sector wages anyway.
Seems like the government absorbing so much of the workforce (and paying them rather well) may actually be propping up the wage graph (and suppressing the productivity graph). Maybe the decoupling is even bigger than it looks?
The graphs may also be misleading because high production/flat wages in a consumer economy (like ours) is only sustainable if the goods being produced for consumers are dropping in price (after inflation is backed out) or have higher value per unit. It does no good to crank out twice the goods at the same price if the number of people who can afford them stays the same.
As noted, wages are a means to an end – a certain lifestyle. I would bet that a big chunk of the decoupling gap is filled with consumer debt, as well.
“I wonder, also, about the degree to which inflation is reflected not in price inflation, but in asset inflation. ”
That’s why I wonder if it’s getting pushed into the productivity numbers. Are there assets that in the past were merely that, which from 1971 on could now be financialized and appear as productivity gains without requiring much labor whatsoever?
To the extent that I can make it this is going to be the focus of part 2, the one problem I am having is that I cannot find ANY information on asset price inflation on the web. The general view seems to be a belief that asset prices are not impacted by inflation but rather only by the underlying fundamentals. So when the Dow goes from 2000 to 20,000 in 20 years it is not because there are more dollars flooding into the market driving prices up but rather the actual value of the companies comprising the Dow is growing that quickly based on their underlying fundamentals.
I don’t buy it for one second but every source that I have looked at either just ignores the impact of inflation on asset prices or seems to believe this.
I’m also having a really hard time finding information on assets beyond the inflation adjusted DJIA but that is really not a good measure of what I am looking for. What I really want to see is a graph of the total US market cap of all stock markets in the US over time and then the same adjusted for inflation, as simple as that sounds I cannot find a data going back far enough
The Dow’s composition changes, though. What comprised the 30 twenty years ago is not the same as today. Or does that not make a difference?
The general view seems to be a belief that asset prices are not impacted by inflation but rather only by the underlying fundamentals.
That seems like obvious bullshit to me. Its still a price, and the underlying fundamental for assets bought as productive investments is the revenue they produce, which is paid in inflated dollars.
Plus, monetary policy reduces the cost of borrowing, which makes more (borrowed) capital available to buy assets. Basic supply and demand would seem to mean that more dollars chasing the same assets will result in higher prices for those assets.
Oh, and finally: The underlying fundamentals for a lot of financial assets were catastrophically bad after the Big Dump of ’08. The Fed’s super-loose monetary policy was explicitly adopted to prop up the price of those assets. It was inflating reduced prices to keep them level(ish) and prevent a catastrophic (in their view) waterfall collapse.
Interesting point. I work for a state university, and while I’m probably in the low-middle income range for my industry I get something like three months a year of total paid leave, ridiculous health insurance, a 403b contribution, and six credits’ worth of tuition remission at any state school. In my situation the latter alone makes it worth staying. It applies to a lesser extent to dependents, so if for some reason I was still here in, say, fifteen years, I could send my daughter to school in-state for a significant discount.
“I work for a state university”
So, zero productivity then.
I believe it’s akshually negative…
No, I do stuff, it’s just dumb and nobody ends up caring about it.
I kid, but only somewhat.
My point is that it would be Service Economy stuff which might be a drain on productivity but might be getting thrown into the productivity numbers with some artificial value beyond your wages.
Non-monetary compensation+the rise in automation costs+fiat currency; I think that gets us close to answer.
For the automation cost, sure the employee is more productive, but businesses are now spending part money on computers and tech support to create that higher productivity.
But one would think the computers and tech support cost money while the computers and tech support are themselves productive.
There is something to be said though about the tech support – the service sector becoming a larger part of the economy.
Wasn’t the specific event on August 15, 1971?
Did someone drop a puppy then?
It was my 2nd birthday.
Good read, Rasilio, I knew the answer as soon as you said1973
Speaking of productivity- Youtube served this up for me the other day.
I wouldn’t necessarily take every word as gospel, but it’s worth it just for the chart at the beginning. And machines are cool.
Assuming you’re correct, is the great decoupling even a problem? It would seem to follow that increased productivity with stagnant domestic prices means more people globally enjoy the products we enjoy—it’s another way of looking at something we already know, that the world is growing less poor and the poorest are consuming more. We’re competing as workers and consumers.
And that’s to say nothing of the hedonics (which I won’t claim to know anything about, other than the name): maybe our wages haven’t kept pace with the number of widgets per capita we output, but a high-end Blu-ray player is significantly cheaper than a bare-bones VHS was a generation ago. (Going by Best Buy’s advertised $300 model vs. $400 in 1985 dollars.) If this is capitalist-driven poverty, we can’t afford to be rich.
Oh, and: fantastic essay!
Thanks.
The point here was not to get into why decoupling wages from productivity is good or bad but what actually caused it because right now people are trying to use the fact that it happened as an attack on free market economics.
In the next part I will get into why it is actually somewhat of a problem while tearing down yet more neo-marxist hobby horses.
I’d have tried to do it in one article but I didn’t think anyone would want to read an 8000 word article on economics
Maybe not normal people, but I think you’d have an audience here.
^^This.
Sheepishly raise hand.
#metoo
I would, really enjoyed this one.
I have read Economics in One Lesson, Thomas Sowell’s economic book, and a lot of Friedman and Williams.
Not an expert by any means, but it is interesting to study.
I have a feeling the Founders like having it split up. One fewer slot they have to worry about scheduling. 😉
Another unexplored line of thinking is the growth of non-production staffing. Rather than transferring the gains from increased productivity to line workers, companies hired more middle managers and administrative staff.
This is my theory, and I have no specific evidence to support it.
Those skill-free baby boomers have to be put somewhere.
ZARDOZ SPEAKS TO YOU, HIS CHOSEN THEORIZING ONE. WHY DO YOU THINK ZARDOZ HAS CHOSEN TO PURIFY THE FILTH OF BRUTALS, THAT PLAGUES THE EARTH? ONE MORE “HR BUSINESS PARTNER” OR “DIVERSITY AND INCLUSION SPECIALIST” OR “ASSISTANT VP OF BUSINESS PROCESSES” AND ZARDOZ WAS GOING TO PETITION THE TABERNACLE TO CLEANSE THE ENTIRE HUMAN RACE.
Zardoz for president!
Good article. I do think globalization (as you touched on) probably has a larger impact than ending the gold standard, though, since everyone is now competing with so many more people than they would have in the past (due to outsourcing and immigration). But it’s not just competing with more people, it’s the fact that the US already has one of the highest wage rates in the world, meaning the vast majority of that competition can undercut US workers on prices for labor (wages), which would necessarily slow it’s increase. When you are already on top, most of the directions you can go are down.
Note that imports exploded at the same time: http://econdataus.com/trade800.jpg
So decoupling currencies opened up the global marketplace, which lowered wage pressure by not only creating additional competition, but by allowing Americans to spend their easily earned cash on goods produced cheaply elsewhere. And while wages stagnated, the standard of living increased substantially.
Those imports still looks like small potatoes compared to the productivity gains. I guess you don’t have to actually import an item to exert price pressure on a market. The threat of importation could be enough.
is the great decoupling even a problem?
Don’t you get it? All that money went right into Scrooge McDuck’s swimming pool.
So the Democratic Socialists are just the Beagle Boys trying to set things right?
Lol that certainly is the line the progressives will try to sell you. At the very least I hope I pretty thoroughly destroyed that assertion here. I might not be correct but I am pretty sure I proved them wrong
I get that we as libertarians have a knee jerk opposition to any talk that seems to hint at wealth inequality being a problem, but I think that misses the point here. A great deal money is being slipped out of the pot effectively invisibly and into the hands of the Federal Government and the Central Banks, and various rent seekers. This is the whole point of fiat currency, it allows a stealth tax on capital, which in turn adversely impacts everything. The drag on growth looks like no big deal because we are in the middle of what should be record setting growth from the information technology revolution. In other words real growth in the economy is probably in the 6% range, but capital is being siphoned off with via the printing press so that effective growth is in the 2-3% range. Fiat currency sucks, unless you are a Central Bank.
No it is great for other people too, at least for a while. But that is what I will go into in part 2, hopefully sometime next week
Fiat currency sucks, but Fiat Vignale does not.
Thanks for this article, Rasilio. Looking forward to the next installment!
Fix it again, Tundra.
Gladly.
*looks again – drools a little*
Well, if can drool over $3k – $12k guitars / basses, (as I’ve done here recently) I can’t begrudge a man for drooling over a $60k vehicle.
$60k for a car that doesn’t even explode in an unextinguishable battery fire if you wreck it?
Dude, Here’s one that looks in good shape for under 30k.
https://www.econlib.org/three-failures-mmt-statism-keynesianism-and-a-monetarist-success/
(only tangential)
I don’t get why anyone (especially economists) could doubt that monetary supply and inflation have no direct correlation.
Subsidiary point to your article, but obvs true.
Another thing that happened in the 1970s — a move from defined benefit to defined contribution retirement plans. The 401(k) Act was 1978. With pensions decoupled from wages, upward pressure on wages as the primary benefit may have declined.
I also expect that if you look at healthcare/health insurance contributions by per-employee-hour reckoning, you’d see a less steep drop off.
So decoupling currencies opened up the global marketplace, which lowered wage pressure by not only creating additional competition, but by allowing Americans to spend their easily earned cash on goods produced cheaply elsewhere. And while wages stagnated, the standard of living increased substantially.
As I recall, there was quite a bit of currency devaluation going on, as well, making foreign products even more attractive.
Obviously we need socialism to recouple wages and productivity.. back at zero.
Ctrl+f… no immigration? Seriously. 1965 act only took effect in mid 1968. There also the creation of the epa in 1970. I realize these don’t fit the timeline exactly, but I wouldn’t expect a major shift in the way the economy works to happen like turning a light on. We should expect some lag time. Okay, I’ll read it now.
Immigration would have just been a subsection under the whole rapid population growth section. By itself it would not have been an independent factor that had any relevance to this. It doesn’t matter why the population is growing merely that it is.
Regulation is something of a factor and I did touch on it a little as the explosive growth of regulations in the 60’s and 70’s directly counteracts the claim that the relatively minor deregulation in the 80’s was the driving factor. That said while it is pretty easy to see how regulatory creep and overreach would hamper productivity growth in numerous ways I don’t see how the existence of something like OSHA or the EPA would interfere in the division of gains from that productivity between labor, consumers, and ownership.
Cost of complying with regulations diverting money that would go to wage increases?
The problem with that is that companies over the long term have relatively weak power at best to control wages. The company might want to pull money from workers and redirect it into compliance costs so that the regulations do not eat into profits. The does not mean they will find workers willing to accept those lowered wages.
But all the companies in that particular field will have to comply and spend the money to do so. Perhaps they can raise the price they sell their goods for, maybe not if they are competing with an overseas company. So they don’t give the raises.
If the regulations are broad enough there won’t be enough areas unaffected to have a better job market.
Wonder if you could look at some privately owned company vs public and spending on various compliance.
Ugh, so many things to dream up that can affect things in different ways.
” So they don’t give the raises.”
Or they go out of business (or at least out of that sector) and a foreign competitor absorbs the market share.
“The problem with that is that companies over the long term have relatively weak power at best to control wages.”
Moving production overseas to counteract the cost of OSHA and the EPA, also helps control wages.
” It doesn’t matter why the population is growing merely that it is.”
I don’t think this is entirely true. What’s the difference between an immigrant and a baby?
Babies don’t work.
Most immigrants are working age people without families. I could see an upset in the balance between consumers and workers having a depressing effect on wages, compared to population growth generally.
Btw, I did read out now, good job and thanks for posting/responding. I’m going yup get back to work. posting from my phone is too painful.
Great article.
Thanks, Rasilio, this is an absolutely fascinating read. I’m not an economist by any stretch and I struggle with a lot of the more technical concepts but it’s very, very interesting to me.
Good post. Sadly it is very hard for me to trust data/graphs etc. Because I am not sure what it covers and how it has been adjusted for inflation. And how it accounts for quality of goods change. If compensation decoupled but the wage today means you can get a 50 inch tv and a smartphone even a dirt cheap one what decoupled? Also I am wary of measures of productivity
The wages are adjusted for inflation, they do not adjust for non wage compensation in that graph although I have seen others which did and the net effect was similar.
Because they do adjust for inflation in theory that also includes improvements in technology as those are at least somewhat factored into inflation although I think the relevance of that factor is massively overblown and more importantly we can always argue over whether the official inflation metrics that they are normalizing the wages against are properly calculated.
I also agree with you on measure of productivity I mistrust them in general, that said as long as we assume that they were generally calculated using the same inputs throughout the period covered by that graph then it becomes irrelevant how accurate the measures themselves are as it would still mean that there was some kind of sudden significant change in economic patterns between 1972 and 1974 and so the decoupling event is real even if we do not trust that the underlying metrics that reveal it t be accurate.
i cannot see how you can account for technology. No one had smartphones in 1973 or internet. Almost everyone has now. Even in Romania. The amount of people who can afford to fly for vacation now is staggering compared to 1973. etc. etc. etc. it makes monetary calculations irrelevant.
Imputed value is part of the inflation calculations. Again, not a perfect one but economists do recognize what you are talking about and try to factor it in.
That said the point of what I am talking about is not to show that standards of living are declining, honestly I think if I had the time I could actually show that it has starting sometime around 2000 but it is not relevant to this point. What I am doing here is 3 fold…
1) Pointing out that yes, something did change in the US economy (and by extension the world although it will have taken different forms in other places based on their specific situations at the time) in 1973 which altered how the gains from productivity are split between workers, owners, and consumers
2) Demonstrating that the 2 most commonly cited causes for this event could not actually have caused it as they fail to line up temporally and lack the necessary causal mechanisms to produce this result
3) Laying out a case for what could be the cause as part of a build up to part 2 where I get into the effects this has on inequality
things change in economies all the time. I do not dismiss this. Just you cannot measure this change by such graphs.
Again, not a perfect one but economists do recognize what you are talking about and try to factor it in. – and astrologers factor in star positions. it is still nonsense.
“i cannot see how you can account for technology. No one had smartphones in 1973 or internet. Almost everyone has now.”
But that is either a productivity improvement (accounted for in the graph, presumably) or a personal standard-of-living thing which is a different subject.
But that is either a productivity improvement – disagree
accounted for in the graph – vodun
“as long as we assume that they were generally calculated using the same inputs throughout the period covered by that graph ”
They were computed by government. Therefore they are most likely fudged more and more over time, much like the Fed continually fudges its inflation calculation to make it appear better than it is (if for no other reason than to lessen the government’s cost of COLA adjustments in its own compensation schemes).
Couple of other things to consider here.
#1 — Corollary to theory 1: Robotic automation has increased the individual productivity rate (as an average) for individual workers as a whole. That is the time-frame where computer technology and robotics began being introduced into manufacturing processes; which meant either less people to do the same job, or more production from the same labor force. The graph works based an assumption of individual productivity not changing.
#2 — The US auto industry went into the crapper during that same time period. That has to be significant part of the math in any manufacturing equation.
Oil embargo in 73 coupled with increasing CAFE standards in 77 under Carter, and and overall increase in government regulation for every aspect of production.
Re: #1, that had occurred to me, too. I’m not sure how much of an impact that has, though. A lot of manufacturing still requires manual processes at some point in the stream even if robotic automation can be used to deal with some aspects. But it does make sense if you consider less training and/or effort to produce the same or better results.
The other thing that I didn’t notice in the graph but might be a thing is whether the service industries are factored in. If you’re only looking at manual labor in manufacturing you’d miss growing wages in IT, human resources, etc. even within the manufacturing industry.
robotics began being introduced into manufacturing processes; which meant either less people to do the same job
*Cackles, busts out a sick Most Muscular, collects check from Andrew Yang*
The robot itself is a result of productivity (and accounted for in the graph, presumably).
Ah, interesting point. They don’t just drop out of the sky.
Tools is tools.
“The graph works based an assumption of individual productivity not changing.”
You’ll have to explain this one to me because I’m not seeing that assumption at all.
I didn’t really say it right — Individual productivity not significantly changing compared to the immediate compensation.
The graph links production directly to compensation, and an immediate significant change in one is going to lead to an immediate significant change in the other in individuals and in specific industries. That gets hidden in the averages and then gets worked out over time within the industry. Issues with industries being added/ eliminated as the time extends mean that the equation eventually gets completely transformed (very few of the original specific factors exist in the equations at the end).
Fuck — The more I think about this relationship the more it confuses me. The apples are turning into oranges.
I found some old tax returns of my dads’s – early-1960s – back when he was a college dropout working at a shoe store; not as a manager but just a clerk. Adjusted for inflation he was making the equivalent of $40k a year (this is from memory, so my numbers may be a little off). My mom recalls that they were living pretty well – a lot of steaks, new cars, but still living in a rental until the old man scored his first “big job” in the late 1960s when he became a store manager for a local Meijer’s. This was on a single income, mind you. My mom didn’t start working until 1980 or so and it was just more to get out of the house than the need for additional income.
My point? Dunno other than it seems a lot more difficult for your “average” working class family to get ahead; or for guys who never finished or went to college to pull in some good $$$ unless they enter the trades. The old man managed to do it but that was before the “need a degree to enter business” mindset.
Based on the official inflation statistics my salary alone is roughly equivalent to what my parents combined to earn when I was 15 and while I have a lot more things that simply did not exist at any price back then I cannot realistically afford anywhere near the lifestyle that they could.
I think the number of jobs that require a college degree is most likely the biggest thing keeping the younger generations down. Great, you went to college, and went deep into debt, now you can get an entry level job. I’m glad to see more places are dropping the college degree requirement for jobs (especially since I’m a college dropout).
Well, if we can overturn the bad precedent that ways honest to goodness jobs skills testing that had scores with any hint of racial disparity is discrimination, they wouldn’t need to cling to proxy measures.
*that says
(and how am I ‘posting too quickly’ if for the better part of a half hour I posted nothing then had to put up a correction to my one typo?)
Too quickly only measures the time since your last post, I suspect. I always wait 30 seconds or so because I got dinged by that so many times.
I agree that’s the cause for the college degree proxy. I’m a bit surprised no one has gone after any of the tech certification companies yet.
Of course, the large scale entry of women into the workforce essentially doubled labor supply without proportionately increasing labor demand.
Goddammit, we should never have let them get the vote, it’s been all downhill since then.
Of course, the large scale entry of women into the workforce essentially doubled labor supply without proportionately increasing labor demand.
Or productivity, amirite?
*ducks, runs*
Agree, OMWC, but that would be a gradual increase in labor, not an abrupt one.
An interesting question: what was the rent in current equivalent values? I suspect a great portion of the (relative) standard of living decrease goes to real estate, as well as other big ticket items like cars and insurance being more expensive. If your house and cars are a lot cheaper, you can afford a lot more steaks on a modest salary.
https://www.apartmentlist.com/rentonomics/rent-growth-since-1960/
Thanks. So it does look like rents have risen faster than income, which does help explain why more people feel squeezed these days despite us all being objectively better off due to the benefits of advancing technology.
Also, it’s hard to talk about rent without also talking about transportation costs (the cars and insurance) to get from the residence to the employment.
Boomers and the children of boomers have an unrealistic expectation of the value of labor. Their baseline comes from the 50s and 60s, when every other industrial nation except for, like, Sweden, was still in ruins.
i don’t believe he 50s were that great
People need to realize that from 1946-1970 or so housing was built based on demand. NIMBY regulations “to increase, I mean protect, my property values” weren’t nearly as ubiquitous as today. So the cost of housing has shot up (especially for new adults), and property tax RATES and sales tax RATES have shot up also.
Another factor is chattel loans (credit cards mainly) were rather rare in the economy until the 1970’s. But as credit card usage rises, it causes a rise in demand which pushes price upwards. In other words, more people willing to live beyond their means causes the cost of everything to go up. See “college tuition” as an example.
This is a good point. While our standard of living has increased a lot, I wonder how much of it is bought on credit? I wonder how a person’s standard of living would compare to the 1970’s if the person were forced to pay cash for everything?
Professional athletics would receive a major ding if people had to pay cash for their tickets and merchandise.
I pay cash (or equivalent) for everything. What you said is probably a major reason why I rarely eat out, go to the movies, or yep watch live sports. I hadn’t thought of it that way.
I had my own guess after seeing the first graph, but you got there pretty quickly.
Fuck Nixon.
And thanks for laying all this out clearly and persuasively!
(((you))) are just trying to shift blame from the real issue.
(((Truth)))!
OT: Back to the college admissions scandal…
I’ve always thought college sports was full of corruption but this takes the cake, if true.
*severe eye-rolling*
Dammit
Haven’t these people heard of endowments and alumni contributions? If you’re going to bribe someone you use the tried an true methods Not the money in a brown paper bag method.
The ringleader’s statement talks about that– his scheme was a guarantee of entrance (because of the way sports recruiting works), but contributions are not guarantees. They may get a student a second look, but it’s still only one factor officially (like being a legacy). It was also cheaper – 500K split between him and those they’re bribing, is still cheaper than the cool 1 MM or more that those schools with the huge endowments would care about.
Also I suspect the brag factor – they could hide that they bought their way in. Can’t really do that if your name is on a building or donor list.
Sounds like a somewhat sophisticated operation. It was run by one guy, who had “charities” set up where the parents would make a donation. Then he had other accomplices who would fake SAT scores, take the tests for the kid, or fake sports participation. He would also get coaches at the schools to accept students as athletes even with no experience in the sport. Allegedly.
https://www.seattletimes.com/seattle-news/politics/inslee-ferguson-warn-gun-dealers-to-comply-with-new-firearms-law-or-face-legal-jeopardy/
WA AG warns FFLs in counties where the sheriff has said they will not comply with new anti-gun laws.
The letter warns that “a law is in effect until a court declares it unconstitutional. No court has declared Initiative 1639 unconstitutional.”
“We have a Supreme Court who will make a decision about the constitutionality of this law,” Inslee said Thursday.
The National Rifle Association and the Bellevue-based Second Amendment Foundation have filed a lawsuit in federal court, claiming the law violates the U.S. and Washington constitutions and should be thrown out.
Violations of the new law can be investigated not just by local law enforcement, but also by the Washington State Patrol, the letter says, adding that any violation of state law can also be reported to the federal Bureau of Alcohol, Tobacco, Firearms and Explosives.
…adding that any violation of state law can also be reported to the federal Bureau of Alcohol, Tobacco, Firearms and Explosives
If states aren’t required to enforce federal law, then why would the feds be required to enforce state law?
I don’t know but assume to keep your FFL you must comply with state and local firearms laws.
You could wind up down a pretty nasty rabbit hole if you started having jurisdictional beefs between local, state, and fed on gun laws.
Maybe they like their cut from “Equitable Sharing”? Bribing forcing.
Just for shiggles, I’d love for ICE to send a similar letter to officials in sanctuary cities and states warning them of the possible consequences of working to subvert federal immigration law.
Remember when blanket refusals to enforce a law were just routine prosecutorial discretion and smart allocation of limited law enforcement resources?
“illegal immigrants commit crimes at a lower rate than other certain subgroups of American citizens so.. IT’S DIFFERENT WHEN WE DO IT.”
unfortunately, the Dems have the FFLs by the balls. just one sting and your livelihood could be nuked. private sellers OTOH may have it easier. what’s to stop you from selling an AR to your 20-year old neighbor?
Why send this to the FFL holders? Those guys already do background checks on every sale. Political posturing, that’s all this is.
the prohibition on 18-20-year olds purchasing ARs.
https://www.saf.org/saf-nra-amends-challenge-to-i-1639-anti-gunners-wrong-lawsuit-remains/
“Attorney General Ferguson told the court that he shouldn’t be a defendant in the case and defend the law at the same time,” Gottlieb continued. “That may seem a bit contradictory, especially for a man who endorsed I-1639 and has vowed to defend it against any legal challenge, but he wanted out so we let him out. It allows him to be in his favorite spot, in front of a microphone.
Gottlieb egging Ferguson for some hot mic quotes to show SCOTUS. like they did with Masterpiece Cakeshop.
OT, I do like that the Guest Contributor avatar is still the gorilla. The current site logo is much classier and more professional, but I like that gorilla is still around in some form. It amuses me.
STEVE SMITH LOOK LIKE GORILLA WHEN BLURRY PHOTOGRAPH TAKEN. BUT HE NOT HERE FOR AMUSEMENT.
BUT TREAT HOOMANS LIKE AMUSE-BOUCHE!
ZARDOZ SPEAKS TO YOU, HIS CHOSEN PRIMATE OBSERVING ONE. HARAMBE IS GONE, BUT NOT FORGOTTEN HERE. ZARDOZ HAS SPOKEN.
Damn, I cant keep with the fantastic articles.
Disclaimer: I am not an economist.
If you want to know what has kept wages low try starting your own business. The first thing you will notice are useless govt slugs lined up from here to the horizon with their hands out. The vast majority of capital you start with gets gobbled up by those grifters. It is hard to pay workers when all of your generated capital is sucked up by those leaches. The fact that the recent so called govt shutdown put 880,000 non essential workers on vacation is a clue…and that is just the feds.
i don’t believe it is one thing that messes things up. I would call it general government fuckery. Taxes regulation bureaucracy occupational licensing printing money fuckin with interest rates subsidies bailouts every goddamn thing
Suthenboy, all that leeching HAS to put a dent in productivity, which is why I think the productivity numbers are bullshit.
The middle-late ’70s had outrageous rates of inflation with poor ol’ President Ford trying to get things under control with wearing a WIN (Whip Inflation Now) button. Didn’t work too well but allowed Jimmy Carter to ascend to the Presidency. That didn’t work to well except for beer drinkers, air lines and truckers. We were on the verge of gas rationing but by creating a Dept of Energy and the time it took to figure out what to do the gas shortages were resolved by the market place.
The Dept. of Energy was about the Three Mile Island meltdown.
On August 4, 1977, President Jimmy Carter signed into law The Department of Energy Organization Act of 1977 (Pub.L. 95–91, 91 Stat. 565, enacted August 4, 1977), which created the Department of Energy.
Oops. Maybe I was thinking of separate nuclear agencies getting rolled into DofE.
We were on the verge of gas rationing
Dad got the Econoline precisely so he could get it registered as a commercial vehicle eve though it was strictly a passenger vehicle.
“Nixon helicoptered off to Camp David. He descended from the mountain top on Sunday August 15 [1971] to unveil…the most startling change in US financial policy since the Hundred Days of 1933 [price & wage freezes; closing of the gold window]…The postwar economic order was dead. From the point of view of 2000, Nixon’s grand gesture fell somewhere between folly & madness…But the Americans of 1971 reacted to Nixon’s controls ecstatically. The notion that government could control inflation not be ending inflation, but by forbidding businesses and workers to notice it existed, made good sense to them.”
“The inflation of the 1970s is often blamed…on Arab oil sheiks. It is much closer to the truth to say that that the oil shocks of 1973 and 1979 were themselves caused by the inflation of the 1970s.”
“Politicians in the 1970s were all puzzled by inflation, but they all agreed on one thing – it was somebody else’s fault.”
The more things change….
What if there actually HASN’T been any decoupling at all? What if productivity is actually stagnant, just like wages?
I sent a link to this post to my economist friend. He just told me he doesn’t think there has been a decoupling. I’ve asked for more information to share.
OK, so my economist friend argues that the lead graph overstates productivity gains, and quoted me this article (TW: PDF). He also talked a lot of big fancy words that went over my head. For those with FB accounts, I can totally dox myself by linking you here.
I read page one and he points to the oil embargo. Which at least is a large, abrupt change.
I still the think the end of Bretton Woods is a trigger in the expansion of government. So in theory you could get productivity gains, but the ballooning size of government sucks up all the gains. The loss of the gold standard makes it much easier to create money out of thin air, and as we know the benefits of that process are only reaped by the first recipients, the later recipients (most likely hourly wage earners) absorb the costs of that scheme. Nearly every moron running for public office has a plan to increase the size of government in order to combat the consequences of larger government.
What if invisible finger published an article here that was nothing but questions?
Then we would have Napalitano confirmation.
I didn’t really understand the article very well (although I admit I was skimming), but your comments are concise and clear, helping me understand the article itself and the sense in your observations. Thank you.
I don’t see how that could possibly be true. Automation has transformed entire industries. There’s really no question that there have been big gains in labor productivity.
Has anyone brought up shipping and logistics?
Getting stuff from the other side of the world to your doorstep used to be prohibitively expensive. Now it’s cheaper to make something in China and ship it than have the machine shop in town make the same part.
but think of the carbon footprint
Until it shows up and it’s wrong. Or it’s sitting in customs when it’s supposed to have been already issued to a job.
Logistics computer systems and quality programs have dramatically lowered (not eliminated) that possibility.
And, if Vancouver’s experience is any guide, it’s also cheaper for the Chinese to treat the shipping containers themselves as disposable, one-time-use items, rather than go to the expense of shipping them back to China.
What a timeline.
I actually obliquely referenced it as globalization in the article. I would have liked to have gone into more details on how that drives down both wages and prices but it really wasn’t the point. All we need to know for this article is the impact globalization has, the mechanisms for that are largely obvious and mostly out of scope
Anecdote time…
At our shop (been here 15 years) we have seen productivity go up but it’s not due to guys on the floor doing their work better. It’s due to design changes that require less labor to manufacture, more pieces precisely cut to fit without a bunch of hand grinding. So, if the guys doing the work on the floor aren’t the reason for the productivity increase why would they get wage increases?
Because
wages rise across the industry as efficiency improvesFYTW?Better engineering takes out the variability results in savings. Competition eventually forces the savings back to the consumer.
OT: THIS is a genius move and would hit the progtard movement about as hard as the SALT tax changes did in the high tax blue states…
Yes, the paywall is a genius move.
Gosh, if only we had some self-limiting principle by which students, universities, and lenders would coordinate to establish realistic prices for tuition and for borrowing money with which to pay it. Some manner in which a product or service, which is subject to scarcity, might, by way of gauging consumer demand, be priced rationally to discover a nexus of maximal consumption and minimal cost.
I think he means a new government agency should be set up!
/progthink
BUT MUH HOOMAN RITE!
FREE SHITZ!
Haven’t had a chance to read the article entirely yet. Is the cause “learning to code”?
Ok, seriously now. Read the whole article and found it fascinating. Looking forward to the next one. I guess I should post my “learn to code” comments on the Twitter.
I’m late to this thread. Great job Rasilio.
I read with interest as my career had begun by 1970. I guess I saw all those factors at the places I worked – automation, union over-reach, etc. One thing stood out: when Nixon instituted his Wage & Price Freeze, the amount of “business census questionaires” exploded. The office could not keep up with the flood of info required by the government “by next week or else.”
So us office geeks who became tasked with these burdensome forms just started estimating things like hours, units produced by type, KWH used, etc. etc. As the burden kept increasing, I and a few others I knew, simply starting adding 2 or 3% to whatever number we put down the prior year. I imagine this kind of fudging the numbers goes on to this day. The conclusion is: don’t believe the accuracy of the numbers collected and published by the government.