Solutions, Costs and Confirmation Bias

It is said that beauty is in the eye of the beholder. I guess it can also be said that the best solution is also in the eye of the beholder. It probably also depends on who you ask. The problem is that the best solution depends on the relative criteria associated with the issue that requires a solution. It also depends on the lens that each individual looks through when they are trying to craft a solution.

Abraham Maslow was an American psychologist who was most notably remembered for his ideas on the hierarchy of human needs. That in and of itself is pretty cool in my book, but that is not why I am citing him here. He also said:

“if all you have is a hammer, everything looks like a nail”

and variants thereof, which is from Maslow’s The Psychology of Science, published in 1966.

And here-in lies the issue.

What seems to occur is that if you are trained as a lawyer, you are taught to view every issue from a legal standpoint. If you are a marketer, you view every issue from a marketing point of view. If you are in finance it is always about money. The view you have of business influences the view you have of issues and their respective best solutions. And so on.

This is absolutely the case for engineers. It seems that if you are an engineer, everything is an engineering problem, and therefore an elegant engineering solution is probably not only possible, it is highly desirable. For engineers, it doesn’t seem to matter what the specific issue criteria are. Topics such as cost and time required take a back seat when it comes to engineers. It always comes back to engineering the best engineering solution.

For those of you (like me) who are not engineers, and who have argued with engineers in the past, you will probably very clearly understand the following. For those of you who have not yet had the opportunity to argue with an engineer, be patient. I am sure that you will get your opportunity to argue with one in the near future.

There is an old saying regarding arguing with engineers. It is so old that no matter how I researched it (two or three variants of searches on Google) I could not find any direct attribution as to the original author. The saying goes:

“Arguing with an engineer is a lot like wrestling with a pig in the mud. After a while you realize that the pig is enjoying it.”

But I have digressed enough. With the possible exception of noting that engineers are usually much more associated with costs than sales. I’ll get to that in a moment.

The point that I am trying to make here in my own clumsy way, is to point out that regardless of what the defined criteria may be regarding an issue’s potential solutions, we all have a bias as to how we would go about creating our best solution. This type of bias has a specific psychological name: confirmation bias.

Between my earlier discussions regarding Maslow, and now confirmation bias, I seem to have taken on quite a psychological bent here.

Shahram Heshmat (Ph.D.) in his blog states confirmation bias occurs when we have formed a view on a topic, we embrace information that confirms that view while ignoring, or rejecting, information that casts doubt on it. Confirmation bias suggests that we don’t perceive circumstances objectively. We pick out those bits of data that make us feel good because they confirm our prejudices. Thus, we may become prisoners of our assumptions. (https://www.psychologytoday.com/blog/science-choice/201504/what-is-confirmation-bias).

I brought this idea up to an engineering friend of mine. He said every problem should be viewed as an engineering problem, and started arguing with me again. Having just cleaned the mud off from the last time, I didn’t engage.

Confirmation bias is an interesting topic when it comes to management, leadership, and issues. This is especially true when it comes to looking at two very important aspects of any business: sales and costs. I will hedge my comments here with the qualifier “for the most part” in that there are definitely exceptions to every generalization. But for argument’s sake, I will go ahead and generalize a little.

When it comes to setting sales targets, who sets the goals?

Those of you that said sales are wrong.

Management usually sets the sales goals. They ask for bottoms up forecasts and expectations from the sales teams, which they will usually review and find lacking in that they do not meet the financial and or growth expectations for the company. They will then ratchet up the targets to be more in line with the company’s needs and requirements, and issue them to the sales team to achieve.

The confirmation bias here is that management believes and expects that sales will provide them with a lower set of sales forecast targets because it provides the sales team a higher probability of achieving those targets. When sale provides a forecast, regardless of its veracity, that is lower than management expectations, this bias is confirmed.

I really don’t think I have ever been part of an organization where the sales team ever provided a sales forecast which was greater than management expectations. Perhaps my own confirmation bias is that management sales expectations will always exceed the sales team’s expectations, regardless of the market conditions.

On the other side of the spectrum lie costs. When it comes to setting costs, it is usually engineers that set them. While there is usually a similar process of setting up costs and budgets associated with products and services (I am not going to look at specific disciplines or functional groups here, just the costs associated with deliverable products and services) where the cost groups (usually containing at least some engineers) are consulted regarding their input into the costing model.

Herein is where the processes begin to diverge. Management has the ability and bias to step in and alter or impose their sales demands on the sales experts, but does not have nearly the same inclination to alter or impose their wills on the cost experts and groups.

Their confirmation bias is that the cost groups are doing their very best to keep costs low, even though the cost group has the same rationale as the sales group when it comes to setting targets. Higher cost targets for the cost group are obviously much easier to achieve than lower cost targets.

The resulting higher costs drive higher prices and a sales team that is invariably told to “sell value, not price”.

This may have been an acceptable mantra when there was discernable value (and price) differences associated with products and services. In some instances, there still may be, but the race to the bottom regarding minimally acceptable product quality and service levels at the lowest compliant price seems to have mitigated all but the basic pricing and functionality topics as differentiators.

Customers do not particularly care what a supplier of products or services costs are. They care about the supplier’s price. And quality. In that order.

A colleague of mine mentioned that the incentives and commissions associated with sales incite the striving behaviors associated with good sales teams, while there is no similar incentive plan in place to incite a similar striving approach to reducing cost budgets for the cost groups. Sales teams make at least partial commissions, proportional to their sales target achievement, even if they don’t fully meet their sales objectives.

Perhaps it is time to rethink the compensation plans associated with the cost teams so that they more accurately reflect the need for continued cost budget reduction instead of the current cost budget achievement structure.

Nominally the market sets the price for a good or service. The market is made up of customers. Even Apple with its ubiquitous iPhone faces market challenges from the likes of Samsung, LG and other smartphone producers. If Apple raises its price too high they risk losing share, and profitability to competitors.

Apple is immensely profitable. They are also a veritable tyrannosaur when it comes to working and controlling their costs. If you don’t believe me, try becoming one of their suppliers and selling them something. I have been a part of organizations that have done this. It can be a challenge, to put it politely.

It would seem that Apple’s culture may have evolved out beyond the confirmation bias dichotomy associated with sales and costs to the point where they continue to challenge themselves with respect to their cost structures, and engineering solutions. They seem to have created a market cache, expectation and demand that may have enabled them to restructure their cost model focus in order to maximize their profits.

That is truly speculation on my part, but it is a theory that would seem to be supported by the empirical observations of them in the market.

Companies that are looking to maximize their profit potential probably need to do a little internal analysis to understand their own costing processes and capabilities. There are many that are still looking at them from a bottom up, confirmation bias based point of view. Apple has recognized that their costs and their product price really have very little relationship and should be treated as almost totally unrelated items.

This approach would allow product and service providers to focus on their sales strategies and their costs strategies in separate, but similar ways. It would seem that the best solution has proven to be to engineer your products and services, not your costs, and instead to treat your costs with the same type of aggressive objective setting that you treat your sales.