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Numbers and Stories

November 23rd, 2009 by Devangshu Dutta

Just after noon, on a weekday, I bumped into a family acquaintance at one of the more successful shopping malls in the city.

The question, “What are you doing here?” was underlined by a mildly accusatory look and the subtext, “Why are you spending a week-day shopping?”

My response that I was “working” wasn’t enough; the further explanation that I was doing “research” received a dismissive smirk and ended the conversation. The fact is that I was repeating the time-honoured ritual of RBWA (research by walking around), with its seemingly aimless strolling, sidelong glances, and possibly turning over a hundred items in a dozen shops without reaching for the wallet even once. This is a ritual that is not taught in our temples of management learning. In fact, it is one of the many tens of methodologies that seem to be missed out during the course of our formal education. And very often, what we do get taught is so remote and opaque to most people that they will promptly forget it the moment they walk out of the examination hall.

I was reminded of this walk-about incident during a conversation with two members of the faculty of a professional institute on the subject of research. Most of their students, I had observed, had a narrow interpretation of research – focussed only on consumers being interrogated through a questionnaire. The students were working from the guidance they had received during the previous semesters at the institute.

Unfortunately, the students are not alone – this is also how too many people identify research, including many executives in decision-making positions. I have been frequently puzzled by the confident (brash?) statement I have heard many times: “We don’t need research.” It is only when I probe further do I, and they, discover that while they perhaps don’t need consumer surveys, there are large gaps in their decision making toolkit which can only be filled by inputs from various other kinds of research.

Sometimes the roots of that statement lie in the perception of research as an impenetrable jungle in which it is easy to get lost but difficult to find something immediately useful. Researchers, like all other vocations, have their own professional shorthand (also known as “jargon”) which they sometimes use to identify their own kind, and perhaps sometimes to exclude people who are not from the trade. Very often this jungle is created by “research-as-a-foreign-language”, which many executives are just too apprehensive or too busy to tackle.

But before you pick up the axe and start cutting away at the creepers of bi-variate analysis, quota samples, correlation and projective techniques, let me give you my very simple definition of research which I like to keep in mind when I am asked the question: “Do we need research?”

To me, research is the discovery and collation of diverse pieces of information from various sources, so that it can be analysed using multiple tools, to discover relationships, patterns and directions that can be used to draw conclusions and take decisions.

There is a purpose for which we would discover or collate that information. There may be a set of questions that we need to answer. We need to understand what are the various places where that information may lie, the different forms it might take or the different ways in which we might need to look at the information before anything useful emerges.

And, in the business context (as in many other situations), research is meant to come up with something that is applicable and directly beneficial to the business. So once we’ve got most of the answers we were looking for, it is certainly useful to stop and apply the newly gained knowledge rather than try to refine and perfect it to the infinite degree.

If this definition of research frames the context well enough for you, then you’re on the way to doing and using research well.

Despite the wealth of information available today, far too many bad business decisions are being made in the absence of good information, either because the executives have not bothered to carry out research, or have not had the capability or the time to question the research which is being presented to them.

Worse – perhaps because of the abundant data and the ease of access to it – today many business decisions that turn bad are taken on the basis of information that is presented by someone else (“secondary research” in research language), without questioning the validity of the conclusions, the structure of the study, the context in which the data was analysed. It’s almost as if we couldn’t be bothered to think, because someone has apparently already done the thinking for us – especially if it comes from a “reputable source”. (Ok, that might be smart sometimes. So let me give you a more graphic analogy – could you think of an adult bird regurgitating pre-digested food to feed the chicks? Hmm, not so pleasant an image after all, is it?)

Also, research (especially the number-oriented kind) seems too dry for most people to take in. And I think that is one place market researchers could do themselves a huge benefit if they could tell the story – especially a story with a moral at the end. That is, create the picture for the user as to what all of that information means in simple language, and also show the user how to use the information in the context of his situation or problem. Bedtime stories during childhood and good movies in adulthood work well because there is a coherent narrative, a start, a middle that is interesting and an ending that stays in the mind. You can see the relationships between the characters, and the consequences of those relationships. A good research project report could be seen as something very similar.

Having said that, of course, there are also some researchers go far beyond, who would never let boring facts get in the way of a good story! Apparently a letter to the editor of the National Observer (London) as far back as 1891 complained: “there are three kinds of falsehood: the first is a ‘fib,’ the second is a downright lie, and the third and most aggravated is statistics.” (Mark Twain famously paraphrased this in his autobiography as “lies, damned lies and statistics”.)

How many stores can you think of which are located at sites where their chances of success are exactly the same as that of a snowball in hell? How many products or brand launches come to mind, where you wondered, “what is this company thinking?!” Of course, there would have been pre-launch studies which would have showed just how successful these would be, where the stories were possibly based more on imagination than on facts.

For a decision-maker, the only way to tell the difference between bad statistics (lies) and the true story of the market is to make sure that he or she is equipped with multiple sources of information, and various tools with which to analyse them. Also, if you recall my earlier definition of research, the starting point was the definition of the objectives which a research is supposed to fulfil – if the objectives are vague or undefined, so will the research outputs be.

Numbers (quantitative research) and narrative (qualitative research) can tell us many wonderful stories about the market. Some of those stories are highly imaginative “fairy tales” because of a bad study – that shouldn’t lead us to ignore all the others which can direct us to our objectives.

Posted in Apparel, COLUMN-Progressive Grocer, Consumer, Food & Grocery, Footwear, India, Lifestyle & Fashion, Market Research, Marketing, Retail, Soft Goods, Strategy, Textiles, Uncategorized | 1 Comment »

Targeting Mr. Mom

April 27th, 2009 by Devangshu Dutta

Retailwire.com prompted a discussion on what, if anything, should grocers and other stores be doing to accommodate the growth in stay-at-home dads?According to the US Bureau of Labor Statistics, the recession is putting more men out of work than women, which has led to an increase of stay-at-home dads who are increasingly taking on the traditional women’s roles of childcare, housework, school life, and shopping.

Here’s my contribution to the Dad wishlist: salespeople who don’t look down their noses when asked a (“stupid”) question Mom would never have dreamt of asking. (Also, considering this is the gender that apparently never stops to ask for directions, please treat the question as close to a life-or-death emergency.)

Posted in Apparel, Consumer, Customer Relationship, Food & Grocery, Footwear, Lifestyle & Fashion, Market Research, Marketing, Retail, Soft Goods, Textiles, Uncategorized | No Comments »

Customer segmentation – Learning from the Vedas

April 23rd, 2009 by Devangshu Dutta

Advertising Age recently carried an article titled “The Death of Customer Segmentation”, by Michael Fassnacht.

He questions the traditional marketing hypothesis that the better we segment consumers, the better we know what is relevant and the better we can market to them.

Fassnacht argument is that:

  1. Segments are becoming more volatile [totally agree!]
  2. Consumers are never part of just one segment [fashion companies discovered that a few years ago, and began marketing to "purchase occasion segments" rather than plain-old consumer segments defined by demographic and static psychographic profiling], and
  3. Consumers are preferring to choose what information would be relevant and of interest.

This last point is of particular importance, since electronic media – especially websites that customize themselves based on analysis of the users behaviour and history – are becoming more prevalent communication platforms. In fact, for the last few years “mass customization” and “a consumer segment of one” have been fashionable phrases thrown about in marketing circles.

Fassnacht quotes Amazon, Apple and social networking sites such as Facebook and MySpace to support his well-structured argument.

However, it may be a challenge for traditional retailers and brands to apply the learnings from these brands in their physical stores.

Going further and on a lighter note  – or perhaps not :-) – if we are to believe the philosophy of the Vedas, the Universe has a head start on “self-segmentation” and “customization of consumer experience” technology. According to it, the world and our experience of it is “Maya,” an illusion product of our mind, and we are free to create and mold it, and experience it as long as we hold the illusion.

If that’s the case, our modern techies and marketers have a long time to go before they climb that technology curve.

The original article is available here: The Death of Consumer Segmentation?

Posted in Apparel, Consumer, Customer Relationship, e-commerce, Footwear, Lifestyle & Fashion, Market Research, Marketing, Retail, Soft Goods, Strategy, Textiles, Uncategorized | No Comments »

Asians in America & the new (old) Indians

March 31st, 2009 by Devangshu Dutta

New American Dimensions and Asian-American advertising agency interTrend Communications has just put out a report titled “Asian Indians in the US”.

It is amusing to come across the term “Asian Indians”…only in the USA!   :-) )

That aside, the executive summary has some interesting insights including:

  • Though relatively new to the U.S., first-generation Indians show many signs of advanced acculturation. However, they often go through an intense retro-acculturation later on life as they begin to realize the uniqueness of their culture. 
  • This group champions American individualism. They respect this value, as it allows them a greater freedom to succeed. Females appreciate this land of opportunity as it creates more possibilities for them to get ahead in life. 
  • Although highly acculturated and proficient in English, most express the desire to preserve their native culture through food, music, entertainment and language, and to pass it along to the next generation. 
  • Though they use a lot of media in English with American content, they still consume a considerable amount of Indian media both in-language and in-content. The younger segment (18-34 yr.) consumes the most Indian media, including television, radio and internet; while the 44-54 group reads the most Indian newspapers.

Retailers in the US might draw a leaf out of British retailers that have significantly tailored their product mix to suit specific immigrant populations. Sure, the UK has a higher proportion of Indians (and other South Asians), but there are enough areas in the US where the South Asian population is high enough to warrant more specific merchandising and marketing. 

When I think of the “Indian stores” owned by someone of Indian or South Asian origin in concentrated catchments of high-income South Asians (LA, Houston, Boston etc.), I can’t help thinking of the opportunities missed by the chain stores.

On a separate note, the study says that some respondents “felt that the Asian classification was negative, an attempt to lump Asian Indians in with the rest of Asia when they have a distinct, rich culture that should stand by itself.” 

I’m sure other communities would also take exception to such “lumping”. 

It is indeed interesting that marketers tend to use the term “Asian”, throwing together diverse cultural and linguistic backgrounds from Turkey in the West all the way East to Japan, and throwing segmentation disciplines out of the window.

(The executive summary is available here.)

Posted in Consumer, Market Research, Uncategorized | No Comments »

Less Could Be More

November 13th, 2008 by Devangshu Dutta

For all those who have admired the consistency and presentability of produce in western supermarkets, here’s proof that tough times really focus us on substance and force us to look beyond skin-deep beauty.

Even in fruits and vegetables.

British supermarket Sainsbury has challenged European Union guidelines that restrict the sales of fruits by certain physical standards. Sainsbury’s is questioning EU regulations that prevent selling “ugly” fruit and vegetables. Due to EU regulations such as size of cauliflower (minimum 11 cm diameter) and the shape of carrots (requirement that there should be a single root, not multiple), Sainsbury estimates that up to one-fifth of what is produced in British farms cannot be sold in the supermarket. According to Sainsbury’s estimate, not following these regulations can help to reduce prices by up to 40%, and reduce wastage by up to 20%. The retailer is also trying to drum up customer support by running an online poll (94% responses were in favour of Sainsbury’s move, at the time this column was being written).

So less beauty could mean more veggies in the supermarket, and more money in everyone’s pocket including, hopefully, the farmer.

And this may also vindicate anyone who has complained that the beautiful veggies and fruits in western supermarkets taste inferior to their “ugly” counterparts sold on Asian hand-carts. Give us more substance and less style, any day.

Let’s look at some other substantial issues that merchants should consider.

Remember “I can’t get no satisfaction”? That’s what Mick Jagger and his mates in the Rolling Stones hit the world in the face with in 1965, allegedly in response to the rampant commercialism they had seen in the US.

After 43 years – at least judging by the modern supermarket shelves – apparently we still ain’t getting no satisfaction. In fact, the array of choice tends towards “overload”.

A typical developed country supermarket is estimated to carry over 40,000 SKU’s. Can you think of 40,000 types of items (or even 10,000) that you would need from the supermarket for your home?

So here’s the result. During my travels, if I’m in a store that is unfamiliar I could spend over an hour wheeling a trolley around before reaching the checkout. The first 5-10 minutes are focussed on figuring out the aisles based on my list. The next 10 minutes are spent picking what is actually on my list. And the rest of the time before the checkout is usually spent browsing through the thousands of SKU’s and picking stuff that we never knew we needed when the family made the shopping list.

Now, the guys who run the supermarkets are generally a smart bunch – they’ve figured that the more options you put in front of consumers, the more they buy. My cash receipts are proof of that. But, as American professor and author Barry Schwartz (“The Paradox of Choice”) says, the point where the choice becomes counter-productive is already well-past in developed markets.

With such overwhelming choice, consumers get into analysis-paralysis. And even after they finally purchase something out of the enormous range, you get shades of post-purchase dissonance. Only, in this case the dissonance, the dissatisfaction is not related to a bad product, but: “What if there I had made another choice? What if there was a better product than this? What if there was something available for less?”

During these times, it is pertinent to also put this in the context of business costs. There is surely a cost of providing that humongous choice in supermarkets. Have we considered what the saving could be, if the variety was reduced, if the product range was consolidated?

Consider the time (and therefore cost) spent on product mix and pricing decisions – surely merchandising teams have to be larger if you have a larger product mix, since each person can only handle a finite workload. Consider the cost of logistics of handling a widely diversified range. Consider the efficiencies lost in diverse production mix. So, does the consumer really need, really even want all that choice?

Retailers like the German chain Aldi raise precisely those questions. Aldi sells about 1,100 SKUs compared to the usual 40,000. And it claims that the typical shopping basket in Aldi’s UK stores is 25% less than competing supermarkets.

Indian retailers, of course, are possibly yet to reach that pain threshold of choice. There are possibly some potentially useful choices that are still missing. But even here, it is well worth taking a hard look at the product offering. With availability levels that can dip as low as 50-60%, it is probably worth asking – what if we dropped XYZ product from our range? Would it really hurt our sales or even our image; or would it help us to focus better on the products that really matter?

If we took our attention away from building such false choices, could the business become more profitable and therefore more sustainable?

The US and European markets are often the source of many a management thought and business model related to consumer products and retail, and of “best practices”.

So, in closing, I should share this question someone asked me recently: “when do you think consumer spending will bounce back in the US?” My first response was, “If only I had a crystal ball”. But the next thought in my mind was what if US consumers actually came to a decision that they had “enough”? What if their excessive consumption was no longer the role model for consumers in emerging economies? What if, instead, the frugal consumers of India and China became the global role model?

What would your business model look like then? Would your corporate be more socially responsible? And would it have a better chance of lasting longer?

For those who are interested in taking this inquiry even further, I can recommend John Naish (“Enough: Breaking Free from the World of More”, 2008), John Lane, Satish Kumar, M. K. Gandhi, Alan Durning (“How Much is Enough?”), or any number of ancient Indian, Chinese, Greek or Roman schools of thought, many of them pigeonholed into “religious” or spiritual categories.

You might also like this video of a talk by Barry Schwartz on Ted.com (below).

Do please share the results of your inquiry with us, too.

(Click the video link above to play the video, or click here to go to Ted.com)

Posted in COLUMN-Progressive Grocer, Consumer, Corporate Social Responsibility, Food & Grocery, India, Marketing, Retail, Strategy, Uncategorized | 2 Comments »

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