Author Archive

Pricing and the Brain

January 29, 2008

Neuromarketing

There has been an interesting article in the recent issue of The Ecomomist on the effects of pricing on consumer behavior and judgement making. According to a study conducted by Antonio Rangel, a scientist with the California Institute of Technology, people do not just say they enjoy expensive things more than cheap ones, they actually do enjoy them more.

Rangel and his research team told 20 volunteers a wine is expensive while they were drinking it. Meanwhile scanning their brains using functional magnetic-resonance imaging. Doing so Rangel and his colleagues found that people really do think expensive wine tastes better than cheap one, rather than merely saying so. The entire study is published in the Proceedings of the National Academy of Sciences.

Rangel´s study shows us that consumer do not only use price as a cue for higher expected quality, they actually perceive a higher quality associated with the higher price. These findings confirm the well-established price-quality relationship in the marketing literature and show the future potential of magnetic-resonance imaging in the social sciences. A research stream also known as Neuroscience or Neuromarketing. It will be interesting to see how this literature will further develop.


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

Why short-term discounting in supermarkets for the single purpose of increasing product profitability may not pay off in many cases

December 5, 2007

Supermarkets – at least in Switzerland – temporarily cut prices for a bunch of products every week. There are many good reasons for discounting products. Long run effects on quantity sold by accelerating the diffusion of new products or simply getting new customers with a lower willingness to pay to try the product. Comestible goods may be close to their expiration date and are better sold at a lower price than disposed at a cost. Storage place may be needed. Discounting  may also be a reaction to the price behaviour of competitors or part of a strategy to build or maintain a low price image.  

All these reasons for temporary price actions may make sense. Another reason for temporary discounts might be, to achieve a higher surplus by selling higher quantities at a lower price. In the following, I argue that this last reason for discounting is probably not a good one in many cases. 

First, we have to consider that a price reduction erodes the profit margin disproportionately because of the variable product-costs. So, if the discount on the selling price is 20 %, then the decrease of the profit margin may be e.g. 50 %. That means, we must sell double quantity to achieve the same total profit during the discounting as with the prevailing price. 

Hence, to cover the effect of a lower margin, we already need a respectable increase in the sold quantity. But this is only part of the story. Different kind of substitution effects increase the quantity needed, only to achieve the same surplus as with the normal price. In the following, we discuss an example with a temporary price discount on a mineral water “A”, which reduces the profit margin to 50 % of the margin with usual price. The conclusions can easily be generalized.  

The first effect to address is substitution along time. Is it enough to make the discount action an economical success, when the average customer buys more than double quantity, than he would at usual price? This is not the case, when he substitutes the purchase of mineral water “A” in our store in the future. If the substitution is perfect, the discount action is a loss, because customers buy beneficially today, what they would have bought in the future at a higher price. Only the quantity the don’t buy at our competitors ad to the double quantity we need to cover the lost margin, while the sales we loose in the future have to be deducted twofold. 

If price discounts are announced, what is very common in Switzerland, then the substitution along time starts even before the discounting has started. Customers anticipate it and wait until they can buy cheaper. 

The following figure shows our results so far:

Discounting

The ordinate shows profit contribution and the abscissa represents time. The black line displays the (normalized) daily profit at the usual product price, while the blue curve describes the (exemplary assumed) progression of daily profit during a discount campaign. The two red areas represent the lost profit trough substitution along time, which takes place before and after the discount campaign, starting in t1 and ending in t2 

The green area displays the excess profit that possibly can be achieved during the discount campaign. But remember: To get in the green area of excess profit, we have to sell more than double quantity of the discount mineral water (indicated by the grey shaded area)! Moreover, the green area has to cover the losses before and after the campaign (thus, the two red areas), where one lost unit has to be compensated twice during the campaign.  

So far we notice, that a huge excess quantity is needed, to simply reach the same profit margin as usual, when we drive a discounting campaign. But still we are far from the bottom line. The next topic to address is substitution among products. 

In a supermarket, many products are substitutes for one another. To some extent, every food product or every beverage can be replaced by another in the same store. The same appears for toothpaste, shampoos, batteries etc. Supermarkets usually offer a variety of these products, and customers may switch, when there are price changes. 

If we return to our mineral water campaign, we can presume, that some customers originally wanted to buy another mineral water, fruit juice or soft drink, when they entered the store. But then they switched to mineral water “A”, because they saw, that it is at a discount. Hence, some of the additional sold quantity of mineral water “A” comes along with a lost sale of another beverage. We can assume, that the other beverage is actually not at a discount, otherwise the customer wouldn’t have changed his preferences. It is straightforward, that the lost quantity of the other beverage must be overcompensated with more than equal quantity of mineral water “A”, because of the lower profit margin. Hence, this is another effect, requiring a disproportionate increase of mineral water “A” sold, if we are heading for an economical success out of the discounting. 

Hence, if we want to summarize the economical effect of discounting, we cannot simply multiply the (normal- and discount price) quantities with the margins, we also have to account for the different kind of substitution effects.

Additionally we face some fixed costs, that come along with a discounting campaign. They derive from announcements in newspapers, posters and instruction plates in the stores, handling costs, instruction of personnel, reprogramming the scanner cash register etc.

If all those costs (lost margin at the product, different kind of substitution, fixed costs) aren’t really small, or the effect on sold quantity is not extremely high (and not later on compensated in our store), then it is not possible, to achieve an economical benefit out of discounting.


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Patrick Mösch About the author: Patrick Mösch is a student in the MSc Program in Business Administration at the University of Bern

Interested in pricing topics? Become an author on www.pricingblog.com

November 29, 2007

Are you interested in pricing topics? Do you want to share your knowledge with other pricing experts? Do you have an interesting point for discussion related to this blog? Then feel free to join the editorial team of http://www.pricingblog.com.

No matter whether you are a pricing expert in the professional world, a pricing academic, a student or generally interested in pricing topics, please contact us, if you have any questions or would like to join our team.


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

Swiss companies neglect customer-oriented pricing methods

November 29, 2007

65.0% of the surveyed Swiss companies do not rely on customer-oriented pricing methods, but rather focus on cost- or competition-based pricing , indicate preliminary results from our pricing benchmarking study carried out this summer in Switzerland. Hence, only 35.0% of the surveyed companies base their pricing decisions on customer information. Hereof, 68.0% prefer to elicit consumer’s willingness to pay (WTP) directly, 59.0% base their decisions on the analysis of market data and only 9.0% of the interviewed Swiss firms rely on conjoint-analysis.

These findings are interesting for two reasons:

1. From the practical point of view, it is astonishing that firms tend to neglect customer-oriented information when pricing new and existing products. Of course, costs serve as a baseline for pricing decisions within the firm and companies can not set their prices without considering their competitors’ prices. Nevertheless, customer information (i.e., the knowledge of customer`s willingness to pay) can help firms discover so far unrealized pricing potenial.

2. From an academic perspective, our findings contradict the supremacy of research on conjoint-analyis, an indirect method to measure customer´s willingness to pay. As most companies prefer to use direct measurement methods future research should also focus on the appropriate design and validity of the direct measurement approach.

During our pricing benchmarking study in Switzerland, we carried out several expert interviews with senior management in various industries such as FMCG, financial services and insurance, industrial goods and services, construction industry and telecomunications. Based on these qualitative findings, we conducted a large scale quantiative study in order to generalize the results from our qualitative interviews.

The entire study by Michaela Eisele, Prof. Dr. Harley Krohmer, Reto Hofstetter and myself will be published in 2008.

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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

How can we best measure consumers’ willingess to pay?

September 25, 2007

This is the topic of our current research project at the Institute of Marketing and Management at the University of Bern. The exact identification of consumers’ willingness to pay (WTP) is a major challenge in applied market research. Here market researchers usually focus on cunsumers’ hypothetical willingness to pay (HWTP; i.e., no obligation of respondents to buy the respective product), which may deviate from consumers’ actual willingness to pay (AWTP). This deviation is known as the “hypothetical bias”.

Market researchers can rely on two different approaches to measure consumers’ HWTP: the indirect and the direct approach. If the researchers applies the indirect approach (e.g., conjoint measurement), then he calculates a consumer’s HWTP based on his or her preference in alternative product profiles, which vary in price and other product attributes. For the direct approach, the researcher asks consumers directly to explicitly state their HWTP.

Both approaches to measuring consumers’ HWTP come along with several advantages and disadvanteges. However, the central question for applied market researchers, when to use which approach to measure consumers’ HWTP has so far been unanswered. We will adress this issue in our future research and hope to give applied market researchers suggestions on how to best measure willingness to pay for their consumers.


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

AMA Winter Educators´ Conference 2008 in Austin Texas

August 23, 2007

We will be presenting our latest paper on “When Can We Measure Willingness to Pay Directly? An Empirical Study on the Role of Consumers’ Involvement in the Direct Elicitation of Reservation Prices” at the AMA 2008 Winter Educators’ Conference from 15. – 18. February in Austin, Texas, USA. The overall acceptance rate for comeptitive papers dipped to 41% for the winter conference this year.

In this paper, we show that direct measurement methods of consumers` willingness to pay (WTP) elicit valid results, when consumers are highly involved in the underlying product or product category. This is an interesting finding, as the direct measurement approach can be a very cost and time effective approach to measuring consumers willingness to pay, especially in the case of new products or product innovations.

We will explore these findings further in our future research and hope to see you in Texas. Yeeeha!

PS: A two page summary of our paper will be published in the conference proceedings forthcoming in February 2008. Please contact us for further information.


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

Pricing Benchmarking Study in Switzerland – Kick off

May 27, 2007

Today was the kick off for our latest project, a pricing benchmarking study in Switzerland. Together with the project leader, Michaela Eisele, a student at the Institute of Marketing and Managment at the University of Bern, we want to answer the following research questions:

– What is the state of the art of pricing in Swiss firms?
– What are the biggest pricing challenges?
– Is there an established pricing process in Swiss firms?
– Is there a position such as a chief pricing officer (CPO)?
– Are there any differences in pricing in different industries?
– How professional is the pricing in Swiss firms in general?
– …

In this study, we will conduct several in depth interviews with senior marketing officers of various Swiss firms. Based on the results, we will also carry out a large scale quantiative survey in order to generalize our results from the qualiative interview phase. First results of the pricing benchmarking study in Switzerland are expected for October 2007.


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

Sawtooth Software Grant Worth 50000 USD Won

March 12, 2007

Reto and I have been awarded the Sawtooth Software Grant by Sawtooth Software Inc. worth more than $ 50,000. The grant is awarded once a year to four outstanding doctoral students worldwide. By doing so, Sawtooth supports our research on measuring consumers´ willingness to pay using various direct (e.g., contingent valuation techniques) and indirect methods (such as conjoint analysis).

Sawtooth Software Inc. is the leading manufacturer of conjoint- and preference-measurement software in the USA. Thank you Sawtooth for your support!


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

Marketing Researchers from Bern Present Study on Measuring Consumers´ Willingness to Pay in Chicago

August 8, 2006

We presented our study on measuring consumers´willingness to pay (WTP) at the American Marketing Associations´ Summer Educators´Conference 2006 from August 4.-7. in Chicago (Illinois). The study focused on a problem well kown in business practice: How can a firm find out what price consumers´are willing to pay for a product not yet available in the market. Knowledge of consumers´willingness to pay is crucial for the pricing of new products. Errors in determining the price of a new product may have a negative impact on the introduction of the new product as well as the firms´profitability.

The conference was hosted by the American Marketing Association (AMA). The AMA counts worldwide more than 38.000 members and is one of the most renowned organisations for Marketing researchers and practioners. Twice a year the AMA hosts scientific conferences where acknowleged researchers in the field present their current research projects.

Marketing researchers from Bern (Switzerland) visit Chicago (USA)

Klaus Miller, Prof. Dr. Harley Krohmer, and Reto Hofstetter present their current research project at the AMA Summer Educators´Conference 2006 in Chicago, Illinois.

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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern

The Pricing Blog Online

October 1, 2005

Welcome everyone to our pricing blog!

This is the new pricing blog of Reto Hofstetter and Klaus Miller, both doctoral students at the Institute of Marketing and Management at the University of Bern in Switzerland. We want to use this forum to talk about all kinds of pricing issues, both academic as well as practical. Keep posted, there is soon more to come!


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About the author: Klaus Miller is PHD candidate and working as research assistant at the Institute of Marketing of the University of Bern