Ever heard of Price’s Law? Is it possible that the majority of our marketing and business efforts, as well as our time and money, will be wasted because of Price’s Law? Is it true that a small number of tactics or individuals account for 50% of our overall success?
In some organizations, it appears as though a small group of people is responsible for most of the work. It’s not a figment of your imagination. Price’s Law, which is based on the work of Derek J. de Solla Price*, states that in many situations, a small number of people perform the majority of the work. Price was the first to notice it when it came to publications. His research revealed that the square root of the number of contributors was responsible for writing half of all publications. And it appears to be applicable to a variety of other fields of employment.
Allow me to give you an illustration.
According to Price’s Law, if you have a sales team of 25 people, five of them will generate 50% of the total revenue. The number five represents the square root.
Of course, there is no such thing as an infallible law. Depending on the circumstances, there will be some variation. If four salespeople deliver 48 percent of the sales, or six salespeople deliver 53 percent of the sales, this is referred to as a split. However, the rule holds true in a wide variety of situations, at least in broad strokes. And I contend that it applies in marketing and that we can use it to our advantage by applying a similar concept, the Pareto Principle, to our business in order to achieve success.
The Law of Price, also known as Price’s Square Root Law and Science, was developed in the 18th century.
Initially discovered by Derek Price in relation to science papers submitted for publication and the number of authors submitting papers, the square root principle has since gained widespread attention. A small number of contributors submitted a large number of scientific papers for publication, and he realized that the relationship was square-root in nature after noticing the relationship.
Price found out later that the principle could be used in a lot more situations than just scientific papers.
Prices, laws, and productivity are intertwined.
Prices Law is concerned with group productivity, as well as business and university department productivity in general. Some university employees write significantly more papers than others, indicating that they are significantly more productive in this regard. They demonstrate Price’s Law in the manner in which he first encountered it.
In addition, Price’s Law and variations on it can be found in the business world. For example, we can all become more productive by concentrating on what is most effective for us. In my own professional life, I made a point of only attending meetings to which I could make a significant contribution. Afterward, I noticed that the people in the organizations with whom I had consulted who were extremely effective did not attend as many meetings as the ineffective people who did attend a large number of meetings. This surprised me.
Clearly, this was a variation on the Price Law, and it could be used to increase productivity in the long run. As a result, I reduced the number of meetings and changed the format of meetings so that papers were no longer delivered at the meeting but were instead deemed to have been read prior to the meeting. As a result, rather than discussing the delivery of papers, the meeting focused on questions regarding the implementation of papers. Often, we’d start by agreeing with a paper’s suggestion and then spend more time talking about how to make it happen than debating whether or not to make it happen.
As a result, productivity increased, but prices continued to apply because the productive people simply produced even more! Procrastination is still a problem for some people, despite the passage of time.
The Pareto Principle is a set of rules that govern how things work.
The Pareto Principle is a mathematical formula that describes how much of something is made up of another thing. This is referred to as the 80:20 Rule.
This is referred to as the 80:20 Rule.
The Pareto Principle is named after Vilfredo Pareto, who discovered that 20% of what we do tends to produce 80% of our output. For example, you may discover that only 20% of your customers account for 80% of your sales.Alternatively, it is possible that only 20% of your marketing effort results in 80% of your marketing success. while the Pareto Principle and the Price Law are not the same thing, they are both examples of the Law of the vital few, also known as the principle of factor sparsity, which is a type of Law of the vital few.
In both of the examples above, a small number of people, customers, or factors result in a disproportionate amount of output.
Consider what might happen if we combined Price’s Law and Pareto’s Law in the same situation. We’ll be golden if we can get our most productive employees to use the 20 percent discount. Of course, it is possible that they are already doing so. It’s possible that this is what allows them to perform at such a high level. It’s possible that our top salespeople have identified who spends the most and have concentrated their efforts on them.
However, imagine how far they could go if they don’t focus on the top 20% of buyers or use the best channels.
And, if you are able to implement the best practices across your entire organization, consider how they can help everyone perform better. Marketing is rarely the result of a single factor. It is the combination of a number of high-performing factors that is important. And if any step in the process fails, it is the equivalent of having a weak link in the chain. Example: It’s no good if you have excellent marketing but, as I discovered when visiting a new client, the system failed because the phones were not answered (partially due to a technical issue that caused the phones to not ring at the appropriate time).
Price’s Law is illustrated in marketing and business situations.
For more than 15 years, I was the owner of a website that eventually had more than 1,000 pages and posts. Fortunately, many of these pages and posts were brief and to the point. In some cases, they were only a few hundred words long, and in other cases, they were only a few dozen words long. It’s not surprising that they didn’t receive a lot of search engine traffic because their articles were so short and didn’t go into depth about the subjects they covered. In fact, some of these pages received no search engine traffic at all (this should not be confused with the fact that they were not useful pages to the people who went directly to them from my emails and social media posts).
On the other hand, two pages received more than 5000 visits per year from search engines. They went into great detail about the topics that people were looking for. Because they were of high quality, they appeared on Google’s front page and received a large number of clicks every day. According to the statistics, these pages went far beyond Price’s Law and were one in every 500 pages. Even if I had removed all of the other pages from my site, the traffic generated by these two pages would have been significant enough.
There were a number of other pages on my website that received a hundred or more visits per year from search engine traffic as well, of course. A small number of pages accounted for roughly 90% of my total traffic.This result was superior to Price’s Law, but it is important to remember that Price’s Law is not always applicable. When considered collectively, it is quite accurate. However, some extremes along a continuum deliver the square root average.
And to provide a counterbalance to this extreme, I can point to numerous instances in which things have completely failed. But, in a way, that’s the whole point. Despite the fact that there is a wide range of outcomes in any given situation, we can eliminate the outliers that do not perform and achieve much better results. And it is here that the Pareto Principle comes into play.
The Application of Price’s Square Root Law in Procurement
Pricing law is something I’ve noticed a lot in the procurement sector.
When you walk into a procurement office, you will always find one person or a small group of people who save approximately half of the money. Furthermore, the number of people is almost always equal to the square root of the total number of employees.
Interestingly, if additional savings are required in the department, the less productive member of staff can frequently be replaced, resulting in an increase in overall productivity. The implication is that this member of staff was making few, if any, savings and may even have been overpaying on many transactions.
This strategy outperforms price’s Law and the Pareto Principle.
The 80:20 Rule is the term most commonly used to refer to Pareto’s work. And it appears that this is what Pareto was concentrating on when he described it. However, it is not the only possible interpretation. In reality, Pareto’s Law is a Fractal Law. (I am not referring to the fractal nature of the Law, though Post and Eisen have argued that this is the case.)
The Pareto Principle has a fractal nature
The Pareto Fractal is an example of a power law.
Take the top 20% of performers in a Pareto situation and investigate their abilities in depth.There will be some hidden gems among the top 20% of the population. Pareto tendencies can be seen in any given 80:20 example as well. Twenty percent of the twenty percent will be brilliant as well.It’s similar to the situation in my Price’s Law sales team example, where one of the five top salespeople is likely to outperform the other four. This individual will most likely be delivering significantly more than the other top performers.
This could be described as a situation involving the Pareto Principle in the ratio of 96:4. As a matter of fact, it continues indefinitely.
And when you’re dealing with large numbers of salespeople, such as in a global business, you can keep digging deeper and deeper until you find someone who consistently outperforms the others in a Pareto-like fashion.
Were it not for the fact that Pareto and Price were football fans,
If Price and Pareto had lived today, they would not have come up with their laws of supply and demand. Football, on the other hand, would have taught them otherwise.
This is because football is an example of a sport where earnings are distributed across a wide range of levels. Likewise, expenditure is a concern.
First, let’s take a look at spending.
In order to enjoy a football game, all you need to do is go to a sports bar and purchase a beer. You’ll be able to watch a game because of that beer.
Alternatively, you could subscribe to a sports channel and watch the game from the comfort of your own home. Although the subscription is more expensive than the beer, the seating is likely to be more comfortable!
Alternatively, you can purchase a ticket to the game. Although it is more expensive, the atmosphere is electrifying.
A season ticket can also be purchased if you want to spend a little more money.
If you want to host a party for friends or business clients, get a box at the stadium. The views are spectacular, you’ll be served refreshments and food, and life is good.
Have you noticed how, in each example, the number of people who participate decreases while the cost of participation increases in general? It’s a Pareto Fractal, to be precise. Pareto in a way that Vilfedo Pareto could never have imagined.
In football, the Pareto Principle is demonstrated in action.
Would you be interested in purchasing a soccer team?
And just when they thought it was over, it happened again.
You might think that’s the extent of what Pareto’s Law can accomplish. A box with a great view of the pitch
But, of course, this isn’t the case.
You could potentially purchase the team.
In this game, that is the Pareto Principle’s most advantageous position. The Pareto Fractal at its most extreme.
Sports, Pareto Fractals, and Other Forms of Mathematics
Of course, Pareto’s Law does not only apply to football players.
It also works in a variety of other sports, including horse racing, cricket, rugby, motor racing, sailing, and Formula One, among others.
Pareto Fractals, Price’s Law, and Wages are all examples of fractals.
It’s the same with respect to wages.
Part-time employees are responsible for sweeping the stands and selling the programs at the event. They are paid the bare minimum.
Then there are those who work in offices who are slightly better compensated.
Then there are the sports masseuses, sports psychologists, coaches, and managers, who are paid in descending order of salary magnitude.
Then there are the players. Some are earning enormous sums of money, while others are earning obscene amounts of money each week. Every week, we earn more than the majority of us earn in a year. These players are well aware of their worth and continue to demand more and more. They develop into a self-sustaining industry. With lucrative sidelines such as product endorsements, they are able to supplement their income. There are a lot of people who work for them as personal chefs, chauffeurs, and other people.
Price’s Law and the Pareto Principle are two important concepts in economics.
Recognize and Accept Common Ground
In addition, we see adoring fans all over the world. This, in turn, generates additional work and income streams.
Once again, we are witnessing the application of the Pareto Principle.
If you want to learn more about how to negotiate prices and wages, take a look at this post on the subject of negotiation.
In accordance with Zipf’s Law, the rank of a frequency is equal to its frequency.
Price and Pareto weren’t the only ones who noticed that data tends to follow patterns on a regular basis. George Zipf, a linguist who worked in 1949, noticed something similar. He observed the distribution of common words in terms of frequency. On the other hand, he observed that the word “the” appeared three times more frequently in the English language than the next highest-ranking work “of,” and that it appeared twice as frequently as the word “and.” Since then, his Law has been found to be correct in a variety of situations, including the size of cities. The largest city in a country is roughly twice the size of the second largest city in the same country. And the third question… well, I’m sure you can guess what the answer is.
In 1999, economist Xavier Gabaix coined the term “Power Law” to describe Zipf’s Law. It appears to be applicable in a variety of situations.
In fact, power laws can be used to describe concepts such as Pareto, Price’s Law, and even things such as the long tail keywords that we use in search engine optimization.
Lotka’s Law is a variation of Zipf’s Law that was named after Alfred J. Lotka and is a variation of Zipf’s Law. Lotka describes the frequency with which authors publish their work in a given field of endeavor. Another example of a power law graph is the graph that depicts the numerical data. It was most likely Lotka’s work that encouraged Price during his deliberations.
As part of his research, Zipf looked into the principle of least effort, which is important in a variety of situations, including information sourcing and website design.
If you want to be exceptionally successful in marketing, you must be familiar with all of the laws listed above and put them to work for you.
Additional Illustrations of Power Laws in Action
One of my colleagues, Lee Duncan observes the application of power laws on a regular basis. He shared several examples with me, which I have included below.
In my experience as a programmer, the majority of the code, in my early days, was written by a small number of coders. The majority of the bugs were found in code written by a small number of programmers (often not the same groups).
In a client’s sales team of 12, three people were top performers, generating 50–100 percent more revenue than the middle performers. The worst performer sold only 10% of the best performers.
When it comes to my clients who have experienced high six-to seven-digit growth in a year, it has always been a single marketing channel that has done the heavy lifting.
In Adwords for a business that I co-own, two keyword phrases account for at least half of all clicks and inquiries (and possibly more). Although there are thousands of keywords in the account, it is difficult to find them all.
Despite the fact that my partner Julie’s bridal business carries approximately 100 dress styles, she receives the majority of her orders from a much smaller subset of those styles. Some dresses are never ordered more than once. “*
Is this like the website example I gave earlier, where some pages don’t get any traffic from Google?
Who was Derek J. de Solla Price, and what was his background?
Derek J. de Solla Price was born in Leyton, England, in 1922 and was an information scientist, historian, and physicist. He died in Leyton, England, in 2011. His father, Philip Price, worked as a tailor, and his mother, Fanny de Solla, worked as a singer in the music industry. His middle name was derived from his mother’s Sephardic surname, which was given to him around 1950.
Price began working as a physics lab assistant in 1938 at what would become Waltham Forest College, and later became a professor at Raffles College in Singapore in 1948. Later in his career, he relocated to the United States, where he worked as a consultant for the Smithsonian Institution and as a fellow at Princeton University. Later, he moved to Yale University, where he remained until his death in 1983, at the age of 61.
With a background in education and higher education, it is perhaps no surprise that Price developed his square root law in relation to the number of authors in a subject area versus the number of authors who contribute 50% of papers!
A model of citation networks developed by Price
It is also known that Derek J. de Solla Price developed a mathematical model for the growth of citations, and I wonder if this might have had an impact on Google’s founders, Larry Page and Sergey Brin, when they used citations as the model on which they initially based search ranking via links in the early days of the company.
Who was Vilfredo Pareto, and what was his story?
Vilfredo Pareto, the Italian economist, engineer, and sociologist, was actually born Wilfried Fritz Pareto in Paris on July 15, 1848, and became known as Vilfredo Pareto. With his growing interest in income distribution, he came to the conclusion that income follows what has come to be known as a Pareto Distribution, which is based on Power Laws. He observed that in England and Italy, 80 percent of the wealth was concentrated in the hands of only 20 percent of the population. In addition, he is credited with popularizing the term “elite” in sociology.
After graduating from Lausanne University in 1893, Pareto was appointed to the chair of Political Economy in the same city, where he remained until his death in 1923.
It is less well known that Pareto invented the Pareto Chart, which combines both a bar graph and a line graph into a single chart. While Pareto charts are one of the seven fundamental quality tools used in quality control, it wasn’t until 1968 that the first example of one was published.
What is Price’s Law, and how does it work?
Price’s square root law, as it is sometimes referred to, describes how a small number of people are typically responsible for 50 percent of the work. In this case, the square root of the number of people involved is taken into consideration.
There is a great deal more information available at the main link above.
What is the Pareto Principle, and how does it work?
In honor of Vilfredo Pareto, who discovered that only 20% of what we do results in 80% of the output, the Pareto Principle is named after him.
There is a great deal more information available at the main link above.
An Example of Price’s Law
According to Price’s Law, if you have a sales team of 25 people, five of them will generate 50% of the total revenue. The number five represents the square root of the square root of the square root of the square root of the square root of the square root of the square root of the
There is a great deal more information available at the main link above.
Is Pareto fractal in nature?
Yes, but the explanation is lengthy; therefore, click on the main link above for more information.
What exactly is Zipf’s Law?
Zipf’s Law is concerned with the concepts of rank and frequency. Zipf observed the distribution of common words in terms of frequency. On the other hand, he observed that the word “the” appeared three times more frequently in the English language than the next highest-ranking work “of,” and that it appeared twice as frequently as the word “and.” Since then, his Law has been found to be correct in a variety of situations, including the size of cities.
There is a great deal more information available at the main link above.
What is Lotka’s Law, and how does it work?
Lotka’s Law is a variant of Zipf’s Law, which can be found here. Lotka’s research looked at how many people wrote the most articles in a certain field of study.
There is a great deal more information available at the main link above.
What is Zipf’s Brevity Law, and how does it work?
The Brevity Law, which is also known as Zipf’s Law of abbreviation, states that the more frequently a word is used, the shorter it becomes. For example, the, and, etc.
There is a great deal more information available at the main link above.
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