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In light of the sluggish recovery and concerns about the state of inequality in the United States, more attention has been turned to understanding how labor wages have compared to profits and productivity.

You may have already seen the graph below that suggests that productivity has been climbing steadily, while compensation has stayed relatively flat:

The Atlantic has an article that suggests this is driven by technology, globalization, the decline of labor unions, and a lack of “investment in the commons.” It seems a straightforward picture, and a quick look at it may provoke a certain emotional reaction.

Something to consider: what do “productivity” and “hourly compensation” mean in this graph? When we start to dig, we see the picture become fairly complex, pretty quickly.

Looking at the Bureau of Labor Statistics, “productivity” is defined as such:

Labor productivity, or output per hour, is calculated by dividing an index of real output by an index of hours worked of all persons, including employees, proprietors, and unpaid family workers.”

The Economic Policy Institute, which originally created the graph, defines “hourly compensation” as “hourly compensation of a typical (production/nonsupervisory) worker,” which means we’re capturing some sector of the market that’s not complete. EPI says that it’s the “vast majority” of workers, but here’s what we don’t know:

  1. How large is that group?

  2. How much has the size of that group changed?

For example: the manufacturing and agricultural sectors have declined significantly in the US as a % of the total labor force, while the service sector (including professional services like engineering, programming, finance, and management) has grown.

While the entire service industry isn’t driven by professional services, it leads us to wonder: how have professional service employees’ wages changed over time, and how large a sector of the labor force do they represent? What percentage of the US labor force has moved into those supervisory and management roles, whose wages are not included in the graph, as the US economy has become more integrated with overseas production?

That’s not to say that there is conclusive evidence that wages for large groups of the US employees aren’t stagnant. But in the US there are 4 million (and growing) unfilled jobs (representing 2.6% of the US labor force, compared to a 5.5% unemployment rate), many of which are in skilled labor positions, whose wages have been rising significantly as demand for them has grown.

When we start digging into the data and asking some questions about what’s really going on, we see both that the situation can be much more complex than stated in a simple graph, and that the causes (and potential solutions) might not be what match our knee-jerk reactions.

Next time you see a graph or other simple collection of data that sparks an emotional reaction, ask yourself: is this graph suspiciously simple, and are the reactions to it similarly suspiciously straightforward? What can we learn if we dig further down?

29 Comments

  • Chris McAdam, May 28, 2015 @ 1:22 pm Reply

    Here’s a different question…. How much of the increase in productivity is due to advanced technology? If a machine quintuples my output, I’m not entitled to five times my wages; the machine costs money; the employer is entitled to recoup the cost of the machine and related maintenance expenses, depreciate it over time, and start over with a new one. If the machine is complicated and I need more training so I’m more valuable using it, then some of the cost savings (over having five employees) should go to me, but surely not all of it.

  • Adrian de Winter, May 29, 2015 @ 8:26 am Reply

    If those graphs was primarily focused on the "service" industry I would be surprised to see that gap to be even wider.

    1. The general work culture in the US (from my own observations and people I’ve spoken too) seems to involve working an enormous amount of overtime and not being compensated for it. In that light if you had that actual data the "real" hourly rate would be considerably lower. Not only that but all the excess hours being thrown in is in actual fact pushing up productivity.
      2. I’ve been asking some questions around why is this the work culture and whether this is being driven by some magical inner drive that Americans have or something else. From what I can see it is driven more by labor law than anything else
      3. On the above point, in South-Africa the labor laws are pretty stringent, there are a lot of Unions and it is exceptionally difficult to fire someone, whereas in the United States the labor laws are pretty lax and you can fire someone pretty much whenever you want. I guess this creates some form of silent agreement that you will work extra hard and perform as well as you can because your job is ALWAYS on the line. The competition is pretty fierce in that type of environment and usually also results in lower hourly wages because people are easily replaceable.
      4. The weird thing going on in South Africa is that the wages aren’t abnormally high like you would expect in tight labor law situations. The interesting part is that the exceptionally high unemployment figures are keeping the salaries low across the board because of the excess supply of labor available.

    So to tie this together, if that graph is looking more specifically in unskilled labor market then the technology replacements for people have forced the supply of unskilled labor looking for jobs to increase and more than likely kept the wages steady or even forced the rate down in some instances. Also as Chris pointed out machines generally have the capability of considerably increasing your output/productivity. So in light of that, the graph would make complete sense.

    As for how you deal with that, or if it is actually a problem at all is a difficult question.

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