Cure for the $billions wasted on surveying       
       
 

   

Beyond the Book

 

The knowledge and skills to be learned do not end with Survey Pain Relief. The world is changing at an exhilarating pace. Consumer research can't keep repeating the same research study over and again. Doing the "same thing" is a signal of future failure.

Stay tuned for developments and additions to this page.

 
 

More about Net Promoter

 

As we discussed in Survey Pain Relief, Net Promoter, as promulgated by Fred Reichheld, is fraught with numerous difficulties on multiple levels.  We discussed several at length in the book and so we’ll only enumerate them here.  Thereafter, we will indicate and discuss several other difficulties what we did not stipulate in the book.  As will be apparent, Net Promoter has many problems over and above ones we already indicated.  Last, we will say a few words about what is right and worth keeping in the Net Promoter concept.

 Net Promoter Flaws from Survey Pain Relief

1.  The same score can be achieved in wildly different circumstances

2.  Two concepts (“belief in superior value provided by the firm” and “feel good about the relationship”) are touted to be collected in a single measure – a violation of standard scientific measurement practice.

3.  As adapted by several companies, the 0-11 system of measurement can also be 0-10, 1-3, and even the net can be discarded.  At some point, one could argue that no real system is in place at all if each and every alteration “works”.

4.  The claim that Net Promoter is the SINGLE metric needed to drive performance is contradicted by the additional measuring and drilling down Reichheld himself states would be necessary so as to ascertain what was awry and hence in need of positive change.

Conceptual Flaws in Net Promoter

Many writers have focused on and criticized (or praised) Net Promoter from various angles.  Douglas Grisaffe published one such paper in the Journal of Satisfaction/Dissatisfaction and Complaining Behavior (volume 20, 2007) which focused on conceptual flaws, and we rely on his work in large part for the material we share here.

1.  Recommendations alone are not enough.  There is a compelling case to be made that recommendations, while powerful, are not necessarily the only or best means to guide a company.  What about increasing current customer sales volume, cross selling, or looking to share-of-purchase compared to competitors?  Will the recommendation piece be more powerful than marketing activities such as promotions, advertising, celebrity endorsements, etc. targeted toward the acquisition of new, potentially highly profitable customer segments?  What effect, if any, does NPS have on customer lifetime or customer lifetime value?  All these questions derive from more traditional theories of customer loyalty that have long been espoused and studied in both academia and management practice.  It is interesting to note that Reichheld himself has addressed some of these more traditional ideas in his own writings.

2.  Definitional concerns.  One mark of good science is attention to the definitions of concepts as a foundation of all else that follows.  The definition of loyalty Reichheld provides is at odds with the definition utilized by previous researchers such as Oliver (1999) and others.  When a meaningfully different definition is proposed, it is the responsibility of the author to compare and contrast the proposed with the accepted and specify why the proposed is expected to be superior.  This was not done.  The definition Reichheld uses is as follows:                                                          

                                                  “Loyalty is the willingness of someone

                                                   a customer, an employee, a friend—

                                                  to make an investment or personal sacrifice

                                                  in order to strengthen a relationship.”

Grisaffe provides a particularly apt example of someone willing to make investments and personal sacrifices to strengthen a relationship, but it looks very little like loyalty, as most of us would understand loyalty.  Imagine a man who accumulates sexual conquests with the same intensity that Jay Leno collects classic cars.  The man would be willing to buy flowers and expensive dinners, spend time to find out the likes and dislikes of the target, etc. in order to “seal the deal” and this would clearly qualify as personal sacrifice and making an investment.  But once the goal is accomplished, the man moves on to another potential conquest and this moving on looks nothing like loyalty.

     A bit closer to home for theorists is the intriguing possibility that one could be willing to recommend and therefore qualify as a promoter while simultaneously not intending to repurchase the product or service oneself.  Many theorists agree that repurchase intentions do not equate to loyalty; nevertheless we have never heard that loyalty could, by definition, exist in the absence of repurchase intentions.  Exactly what is to be made of this from a foundational, definitional point of view is not covered in Reichheld’s writings.

3.  The Nature of NPS.  Theorists not only start with well conceived, clear definitions of the variables and concepts of interest, but they also settle on the nature of the concept; that is, is it an outcome of loyalty, a measure of loyalty or a cause of loyalty?  When various paragraphs are read from Reichheld’s works, it is not clear what his conceptualization is as it sometimes touted as a determinant, sometimes an indicator, and at others an outcome.  The “nature” question is not trivial as appropriate managerial actions could only occur once we know what the variable is.  If NPS is a determinant of loyalty, then proper managerial action may be to drive this score itself higher.  In this case, one could propose more careful selection of participants so that those more likely to recommend are selected to participate.  If it is a consequence of loyalty, then focus on loyalty itself may be necessary so as to drive the score.  In this case, various loyalty programs may be implemented such that repeated use of our firm results in additional benefits to the customer, hence enhancing loyalty, which will then drive the NPS score.  The nature of the conceptualization, then, is both scientifically and practically necessary as our examples demonstrate.

4.  Correlation is not causation.  Reichheld contends that NPS correlates with business performance.  Correlation simply looks as whether two variables co-vary with each other and we typically refer to this co-variance as correlation.  For example, one may wish to know whether a college entrance exam such as the SAT co-varies with performance in college as measured by earned grades.  Alternatively, one may wish to ascertain whether a paper-and-pencil test, which purports to measure anxiety co-varies with subsequent performance on a business statistics exam.  In the first case, the variables would be expected to be positively related in that SAT scores and college grades would likely “go together” in that high SATs and high grades would go together and the reverse with low scores.  In second case, a negative relationship could be expected in that the scores will mirror each other such that when anxiety scores are higher scores on a test in business statistics would be lower and the reverse for lower anxiety scores paired with better outcomes on a business statistics test.  Note that in neither case could we truly say that the pre-measures caused the post-measures—only that the scores co-varied.    

     Now where causation is present, co-variation is also present; that is, when “A” causes “B”, “A” and “B” also co-vary.  But “A” and “B” can co-vary when causality is absent as when “A” and “B” share an underlying cause “C”.  Looking again at the SAT and college grades correlation, the actual underlying causation of the correlation is likely to be a combination of intellect, work ethic, and educational level attained by the parents (among other variables which have been well-studied in education research).  In the case of the anxiety test and business statistics performance, the underlying “C” variable is the condition of anxiety that tends to interfere with concentration on tasks which REQUIRE concentration such as passing exams in business statistics.  (In fact, sufficient anxiety can cause “freezing” which is the inability to do anything at all! 

     All of this has been said to clarify that NPS may be correlated with some measures of business performance, but the relationship cannot be claimed to be causal.  It is interesting to note that Reichheld himself made this distinction in previous writings, but abandoned it in The Ultimate Question.

5.  Temporal Precedence and Causality.  On a related issue, in order for causality to exist, temporal precedence must also exist.  That is, for “X” to cause “Y”, “X” must occur before “Y” and must do so every time.  Logically then, it is impossible to infer the Net Promoter Scores drove business success if the business success occurred, partially or in total, prior to computing the score.  This is actually what happened and was published in the 2003 Harvard Business Review article.  The situation was that the measure of corporate growth used covered the period from 1999 to 2002.  The NPS measurement activity was not initiated until 2001.  Therefore, something that happened in the future (the NPS measurement) is being used to predict what happened (at least partially) in the past.  As the period of 1999 to 2001 had already occurred, it is clear that the NPS measure initiated in 2001 could not be causally related to the business outcomes which had already occurred.

So what is worth keeping?  What has Reichheld meaningfully contributed to discussions of loyalty and business growth?

The very public success of the NPS has resulted in an unprecedented level of interest in customer loyalty and its relationship with business success.  It has long been accepted that customer loyalty is an important ingredient in business success for most goods and services where repeat business is realistic possibility as it is in most consumer goods.

Moreover, Reichheld has brought to the forefront the importance of useable measurement to be used to compare against business goals as a key to success in managing and driving a business to greater success.  Specifically he says:

                                                           “Companies won’t realize the fruits of loyalty

                                                             until usable measurement systems enable

                                                             firms to measure their performance against

                                                             clear loyalty goals – just as they now do in the

                                                             case of profitability and quality goals.” p.49

The focus on good measurement in customer satisfaction and loyalty is long past due.

The passion for his subject and the ready adoption by several major companies make his work singular in American business.  However, NPS is not a panacea and no company has ever adopted it in a literal sense.  Additional measures are needed to make NPS useful for driving a company to future success.  NPS is NOT “the one number you need.”

 

The Rate of Change

 

A couple of years ago when we started this book, we spoke about how quickly change had been occurring.  If anything, we understated that.  Just taking 2005 as a starting point when we began talking about writing and comparing it to 2008:

 

1.  The cost of gas has increased by a dollar a gallon, but has leveled off now and showing a slight decline as consumers were faced with rising prices leading to fewer gallons being demanded.  Beyond that, there has been a shift of the overall demand curve as Americans have changed their driving habits.  Consumers are doing errands on the way to or from work.  When given the option, they are reducing the number of days they travel to work and substituting “distance work” by working from home.  While this is bad news for fast food retailers, it can be expected to increase internet shopping as more people shop from home.  This will translate to greater needs for agents to assist with buying on the internet as well as increases in jobs in the catalog warehouses and freight delivery.

 

2.  Depending on the source you read, something like an additional 3,000,000 illegal immigrants have entered this country over this 3 year period and they are not expected to leave for their homelands any time soon.  (Scheduled Departure, a voluntary deportation program run by Immigration and Customs Enforcement for some 3 weeks in five American cities resulted in 8 illegals volunteering to return to their countries of origin.  The government spent $41,000 to advertise the failed program.)  When the ½-1 million immigrants who enter the U.S. legally each year are added in, and we project both going forward to be similar to the near past, it is clear that immigration currently has and will continue to have very significant impacts on the economy.  Specifically we can confidently project that wages will rise only very slowly at the lower end of the economic spectrum due to the continuing ready availability of a large pool workers with low education and few skills.  If is also clear that the demand for services and products with Spanish instructions will continue unabated.  Additionally it is well known that first generation immigrant families tend to be larger than families that immigrated in previous generations.  Therefore it is possible to project that there will be needs felt in much of the country to expand the number of seats and teachers in schools to educate this substantially illegal, but nevertheless present, rather large pool of school age children.  As many of the parents are paid “off the books,” there are few tax revenues poring into the Social Security and other government programs funded by payroll taxes, nor could it be expected that they will file 1040’s with the IRS.  Without medical coverage from employment, few of these families will have medical insurance coverage, but will nevertheless experience medical emergencies due to illness or accident and they will seek out those services at emergency rooms where they will be treated as the law requires.  It can be confidently predicted that there will be continuing pressure on the medical delivery systems of the country to accommodate these needs and citizens to help pay for them.  Despite the many challenges presented by the immigrant picture, there are opportunities as well.  Call centers will be able to capitalize to the degree they are able to make their Spanish language offerings friendly for the less well educated Hispanics who will need them.  Additionally, hiring English/Spanish bilingual agents should become ever easier as immigrants pass through the English language educational system.

 

3.  The web is changing at an increasing rate as well.  Personal social networking sites are numerous and this has even launch into professional networking sites like LinkdIn and Fast Pitch.  It has been easier to find information on line than in a library for some time; now the multiplicity and complexity of the information available seems to be accelerating as well. 

 

4.  Product & Service churn is quickening; that is, the product life cycle for many goods and services seems to be getting ever shorter which is increasing the rate of change.  For example, the local fried chicken purveyor used to offer a bucket of 10 legs and thighs for $4.99.  That price went up twice in a very short time and now has disappeared from the list of offerings altogether.  Maybe you too have noticed that products that you favor disappear quickly to be replaced by a new formulation or scent.  This short life cycle is not a new phenomenon; but product failure and replacement is wild today.  Consumers, strapped for cash, are switching to house brands and generics from the pricier name brands they used to buy.  Of course, even this has a bright side, as it will be necessary for companies to be certain that they are serving the customers well as their switching behavior will not be confined to groceries but to all other consumer products as well.  Those firms well placed with strong research programs can expect to be more agile than their competitors as the economy tightens up and dollars become more scarce.

 

5.  In the last two months American financial institution mega-giant icons have bought and sold each other or simply been taken over by the government.  A massive $800 billion bail out was just signed into law and what is most clear is that even that package is not certain to “right” the economy; and if it does, when will it?  It is possible to get as many answers to those questions as there are “experts” to give them.  But for certain credit is not as readily available for any use, interest rates for credit cards will continue to climb even for the best rated customers, and business failures will not be limited to Wall Street as small businesses find credit for cash flow, new technology and even salaries hard to find and expensive to acquire.  Even student loans, which are necessary if we are to have a future, are getting tough to locate.  Again, there may be some positives even in this.  Call centers may find themselves with some of those 30,000 finance professionals looking for work, and call centers in the financial services industry may stand to benefit via greater financial finesse at a lower expense.  Training costs for the financial end of the business may decrease.

 

6.  China, India, Brazil, and other off shore powerhouses have been hurt by the worldwide economic slump just as the United States and Europe.  But the U.S. is taking action while others are sitting idly by and waiting.  So the U.S. should recover first.  Look for signs of investment in industrials especially those centered on alternative energies.  This would be a golden opportunity for America to start down the road to energy independence that would dramatically alter our balance of trade deficit and provide fewer curbs on foreign policy options.  Additionally good manufacturing jobs that could lead to prosperity and “rev” the economic engine could result.  This, strangely enough, would again benefit those trading partners that have a competitive advantage such as those listed above.  When Americans have money, they spend money, which fuels the economies of countries worldwide.

 

The rate of change in the world is so fast today that it is metaphorically breathtaking.  There is no reason to project that it will all slow down in any positive sense even as economies slow.  But this is all cyclical and will, in time, turn around.  Keep a sharp eye out for the advantages, for there will certainly will be some.  Mad Money with Jim Kramer is a positive example on a daily basis of what we mean.  Every night he advises investors where the bull markets are and how investors can capitalize on them.  See that you emulate that example and “dance fast” but with great care.  Do your home work and look for the positives.