Mar 3 2011
A factory can always be improved
Based on an NWLEAN post entitled: Laws of Nature – Pareto efficiency and Pareto improvements, from 3/3/2011
In manufacturing, Italian economist Vilfredo Pareto is mostly known for the Pareto diagrams and the 80/20 law, but in economics, he is also known for the unrelated concept of Pareto efficiency, or Pareto optimality, which is also relevant to Lean. A basic tenet of Lean is that a factory can always be improved, and that, once you have achieved any level of performance, it is just the starting point for the next round of improvement. Perfection is something you never achieve but always pursue and, if you dig deep enough, you always find opportunities. This is the vocabulary you use when discussing the matter with fellow production people. If, however, you are taking college courses on the side, you might score more points with your instructor by saying, as an empirical law of nature, that a business system is never Pareto-efficient. It means the same thing, but our problem is that this way of thinking is taught neither in Engineering nor in Business school, and that few managers practice it.
A system is Pareto-efficient if you cannot improve any aspect of its performance without making something else worse. Managers who believe their factories to be Pareto-efficient think, for example, that you cannot improve quality without lengthening lead times and increasing costs, which is exactly what Lean does. In fact, eliminating waste is synonymous with making improvements in some dimensions of performance without degrading anything else, or taking advantage of the lack of Pareto-efficiency in the plant.
When we say that a factory can always be improved it is a postulate, an assumption you start from when you walk through the gates. The overwhelming empirical evidence is that, if you make that assumption, you find improvement opportunities. Obviously, if you don’t make that assumption, you won’t find any, because you won’t be trying.
This is not a minor issue. Writing in the Harvard Business Review back in 1991 about Activity-Based Costing, Robert Kaplan stated that all the possible shop floor improvements had already been made over the previous 50 years. He was teaching his MBA students that factories were Pareto-efficient and that it was therefore pointless to try and improve them. They would do better to focus on financial engineering and outsource production.
The idea that improving factories is futile and a distraction from more “strategic” pursuits dies hard. It is expressed repeatedly in a variety of ways. The diminishing returns argument is that, as you keep reaching for fruits that hang ever higher, the effort requires starts being excessive with respect to the benefits, but there are two things to consider:
- As you make improvements, you enhance not only performance but your own skills as well, so that some of what was out of reach before no longer is.
- Competition is constantly raising the bar. If your competitors keep improving and you don’t, you lose.
Another argument is that the focus on waste elimination discourages activities like R&D that do not have an immediate impact on sales. The improvement effort, however, isn’t about what we do but how we do it. Nobody in his right mind would call R&D waste, even on projects that fail. Waste in R&D comes in the form of researchers waiting for test equipment, sitting through badly organized meetings, or filling out administrative paperwork.
In manufacturing itself, some see the pursuit of improvement as a deterrent to investment in new technology. While it is clear that the improvement mindset does not lead to solving every problem by buying new machines, the practitioners of continuous improvement are in fact better informed, savvier buyers of new technology. On one side of the shop floor, you see a cell with old machines on which incremental improvements over several years have reduced staffing requirements from 5 operators to 1. On the other side of the aisle, you see a brand new, fully automatic line with a design that incorporates the lessons learned on the old one.
Others have argued that a society that pursues improvement will be slower to develop and adopt new, disruptive technology. But does the machinist improving a fixture deter the founder of the next Facebook? There is no connection. If the machinist were not making improvements, his creativity would most likely be untapped. And his improvement work does not siphon off the venture capital needed for disruptive technology.
Cornelio Abellanas
November 3, 2011 @ 8:51 am
Excellent article!
Breakthrough improvements take place when we create a climate of continuous improvement: everyone is looking for ways to improve
Hopper He
November 3, 2011 @ 6:14 pm
Super!
A factory can always be improved- it is trune and tough but it is also needed if the factory want to keep going ahead from competitors!
Ioan Cuncev
November 10, 2011 @ 3:24 am
The fact that a factory can always be improved is a sort of normality because the human being must naturally achieve the things only towards better results. So, your ‘slogan’ could be considered an absolute reference, but without interfering negatively with the principles of moral nature (the sustainability concept).
“Muda” just means “Unnecessary” | Michel Baudin's Blog
December 16, 2011 @ 3:12 pm
[…] does not degrade in any way. It also means that muda is what keeps your operations from being Pareto-efficient, because, if you didn’t have any muda, there would be no way to improve any aspect of your […]
Michael Arnott
January 2, 2012 @ 12:35 pm
Comment in the Lean Six Sigma discussion group on LinkedIn:
Scott Hoepfl
January 2, 2012 @ 12:36 pm
Comment in the Lean Six Sigma discussion group on LinkedIn:
Michel Baudin
January 2, 2012 @ 12:37 pm
Scott: It is a truism to you and me, but, if it were to everybody, it would not be so systematically denied and it would be more widely practiced. Even in forums on Lean, we keep seeing assertions that it is time to move on from the factory floor and focus improvement efforts elsewhere.
It is like saying that a basketball team is good enough at shooting hoops and should instead focus on getting to and from the games. Knowing nothing of basketball, I might think that way, but I can’t imagine a competent coach would.
Rick Wiemholt
January 2, 2012 @ 12:54 pm
Comment in the Manufacturing Engineers Bay Area discussion group on LinkedIn:
Michel Baudin
March 24, 2012 @ 6:13 am
Continuous improvement is about fixing what ain’t broke, isn’t it?
Absence of “Value Added” in the TPS literature | Michel Baudin's Blog
May 27, 2013 @ 7:26 am
[…] of waste elimination, however, we can do it in other ways, for example by stating as principle that a factory in never Pareto-optimal, meaning that it can always be […]
Improving Versus Getting Others To Improve | Michel Baudin's Blog
September 1, 2015 @ 6:25 am
[…] improve unless my suppliers, customers, and complementers get their act together." As discussed before, such a statement is never true, as there is no such thing as business operations that cannot be […]
Vade retro, Pareto ! | Cécile Roche | LinkedIn - Michel Baudin's Blog
November 5, 2018 @ 10:00 am
[…] A Factory Can Always Be Improved argues that a factory is never Pareto-optimal. Optimal, in any sense, is a word that should actually be barred in manufacturing, because optimization is the opposite of continuous improvement. When a manager says “We’ve optimized this line,” it translates to “We won’t work on improving it.” […]
Comparing Handbooks: Maynard, Salvendy, Badiru, NITech – Michel Baudin's Blog
September 10, 2020 @ 12:03 am
[…] by promoting optimization, over improvement. One of the earliest posts in this blog was about how a factory can always be improved. With an optimization mindset, you seek the one best way. By definition, there is no way to improve […]
Mohankrishna
September 18, 2021 @ 5:37 pm
Excellent analysis