the art of generating insight euro monitor 2012 jan
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The Art ofGeneratingInsight
January 20
2012
Differentiating Must-Have FromNice-to-Have Information
Copyright 2012 EuromonitorInternational Ltd. The white paperis for informational purposes only.The information contained in thisdocument represents the currentview of Euromonitor Internationalon the issue discussed as of thedate of publication.
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T H E A R T O F G E N E R A T I N G I N S I G H T E U R O M O N I T O R 1
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CONTENTSContents .............................................................................................................................................. 1The Art of Generating Insight Differentiating must-have from nice-to-have information ........... 2
Defining the goal of your research..................................................................................................... 2Identifying a methodological approach that will best meet your objectives ..................................... 3Looking beyond the data: data interrogation..................................................................................... 3
Looking inside: Introspective data interrogation ........................................................................... 4Looking outside: Cross-industry comparison and insights ........................................................... 5Looking back: When past can inform the future ......................................................................... 10
Adding tacit knowledge .................................................................................................................... 13Summary........................................................................................................................................... 13
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THE ART OF GENERATING INSIGHTDIFFERENTIATING MUST-HAVE FROM NICE-TO-HAVE
INFORMATION
Todays information consumers, and in particular market analysts, marketers and strategists,need to make sense of the sheer volume of data thrown at them from many sources.
For consumers of market research, there is an inherent need to filter out nice-to-have
information and work with must-have knowledge, allowing them to identify information that
is most suited to their needs.
Their needs will often vary depending on:
The type of business theyre in
The geographic focus of their operations
The intended end-use of the information
The differences in informational needs listed above are by no means exhaustive. However, even
these few examples show the varying degree with which information is sought out and used.
DEFINING THE GOAL OF YOUR RESEARCH
So far weve established when it comes to must-have information there is no one-size-fits-all
solution. But is it possible to provide a majority of market research clients with something they
would value as must-have?
There is consensus amongst Euromonitors clients that to be successful they need to be truly
innovative and able to grasp the inner nature of things. In brief, they need insight. Therefore, to
deliver must-have information we must produce insightful analysis.
Dictionaries state that insight is the act or result of apprehending the inner nature of things
(). It stands for an introspection; the power of acute observation and deduction,
penetration. It also denotes an understanding based on identification of relationships and
behaviours within a model, context, or scenario. Insights are also referred to as flashes of
inspiration or penetrating discoveries.
There is a lot of talk about insight and insightful analysis. What is the process of insight
generation? How to deliver a experience to the clients?
Fundamentally, what businesses are trying to understand is the same: what makes relationships
between consumers and brands strong? Based on this understanding, companies make various
decisions such as new market identification, new channel exploration, supplier evaluation, new
product development, and so on. However, research can range from processing local consumer
insights and holistic consumer understanding to trend research and new product concept
assessment. Therefore the process of insight generation starts with identifying the focus area.
At this stage, some questions that might come up are:
Is there a potential market for the product /brand?
What is the best way to seize the opportunity for the product /brand?
Has the full potential for the product /brand been realized?
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How is the current strategy failing the product/brand and why?
Has the end goal of current product/brand strategy been achieved? If not, what are the
challenges that prevent it from doing so?
IDENTIFYING A METHODOLOGICAL APPROACH THAT WILL BESTMEET YOUR OBJECTIVES
The next step is to decide on the methodological approach. At Euromonitor International, for
example, we use a combination of descriptive and causal research.
As Euromonitor produces various market research studies on consumer goods markets
worldwide, complemented by socio-economic and demographic statistics, the descriptive
approach is ideal. This approach allows us to outline main market characteristics:
Size of the market
Main segments
Channels of distribution
Available alternatives
Price movements
Competitive environment
It also helps to identify:
The relative balance of factors influencing a market's performance
Companies whose internal positioning and strategy have the best fit with the issues in
their external marketplace
Brands that have the highest profile among consumers and how those positions of
strength are sustained (and where a brand is losing share and why)
Changes in distribution patterns and shopping habits and subsequent impact on the
current and future shape of the product market
Different possibilities for future market performance
Current trends which will grow in importance and which will be less relevant over time;
and which new factors may come into play
Descriptive research provides a rich background and a starting point for the causal research
where the focus shifts from the question, What is happening in the market? to Why it is
happening in the market?
LOOKING BEYOND THE DATA: DATA INTERROGATION
There are many ways to produce insightful analysis to understand why markets behave in a
particular way. Here we will look closer at compare and contrast data interrogation, perhaps the
most common, but also one of the most powerful.
This approach can be used as an introspective, extrospective or even retrospective way of
getting to the insight:
Introspective: Digging deep into the industry, category, subcategory data
Extrospective: Looking outside the industry and finding parallels and commonalities
Retrospective: Analysing the past to find answers for the future
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Looking inside: Introspective data interrogation
Introspective data interrogation allows analysts to gather and dissect information within their
industry. When taking this approach analysts should consider:
What are the commonalities to growth?
What are the exceptions to this?
What does this tell us about the market?
Case study 1: Exceptional success of Brand A in functional powder milk in a South-
East Asian country.
Key Objective: To quantify growth prospects for functional powder milk in a South-East Asian
country
At the time of research, Brand A was available in a number of countries in South-East Asia and
was mainly distributed through the chemist/pharmacy channel. The analysed country
represented another strong market for Brand A, where it was the largest brand of powder milk
by retail value.
In 2007, Brand A accounted for 30% of the countrys powder milk retail value sales, an increase
of four percentage points from 2001. In absolute terms, retail value sales grew by more than
150% between 2001 and 2007.
At the time, Euromonitor International forecasted solid growth prospects for this brand despite
the fact that its availability was primarily limited to the main urban areas and its unit price was
higher than average for the local market.
The forecasts turned out to be correct because our analysts were able to grasp the inner nature of
the brands performance.
First our analysts reviewed all obvious reasons for the brands exceptional success in the market
such as first-mover advantage, marketing support for the brand in the form of media advertising
and promotional gifts, such as baby toys and accessories, and a focus on more affluent urban
consumers.
All these drivers were valid but didnt go far enough to explain the causality of success. If the
combination of the above reasons would be enough to secure success, other powder milk brands
offered by multinational players in the same market, with similar marketing support, distributed
through the same channels and focused on urban consumers would do similarly well.
However, data was showing that other multinational brands didnt do as well, even whilst
offering their products at a lower price.
Our analysts compared and contrasted long- and short-term strategies and local tactics of the
two brands with similar positioning and discovered that Brand A built strong connections within
the medical community in the country and local doctors frequently recommend the brand to
expectant mothers, giving it added clout among consumers. This aided Brand As strong
performance and contributed greatly to its success.
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Looking outside: Cross-industry comparison and insights
On the different end of the scale is cross-industry comparison. The aim is to look outside of ones
own industry and category to find new ideas and concepts. While gathering and dissecting
information, one should consider:
What industry might be related/ important to the industry Im analysing?
What trends and ideas drive this related industry?
What can be successfully brought over and mirrored in my industry?
In short, looking outside ones own market provides fresh ideas and new angles for innovation.
Attempting to compare something that at first glance looks incomparable can actually lead to
insightful analysis.
Case study 2: Pet humanisation and pet product innovations driven by health and
wellness trend
Key Objective: Identify future prospects for pet food product innovations driven by health and
wellness trends worldwide
For a number of years, Euromonitor International observed increasing pet humanisation. Pet
owners in a growing number of markets now think the food they give their pets has to be at least
as good as the food they eat themselves.
The pet food industry responded by increasing the focus on premium offerings. Health and
wellness-oriented pet food and pet care products now represent one of the biggest components
of the overall premiumisation trend. Product developments like all-natural and organic pet food
have followed similar trends in human food.
Without a doubt, health and wellness-oriented pet products are key component to generating
sales in the industry going forward. However, how can we forecast the direction the market will
take in a particular country? Which new hot ingredients will be introduced next in the pet food
market?
0
5
10
15
20
2530
35
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010
%valueshare
Powder Milk Brand Performance
Brand A
Brand B
Time of brand performance review
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To get insight, our analysts looked into human food:
Pet food products fitting into the various human health and wellness categories above already
exist. However, where do they have the best chance of succeeding?
Our analysts believe that organic pet food, for example, will be well received in markets where
organic human food is already mainstream:
Similarly, based on insights generated from human food analysis, our analysts identify
ingredients that can be successfully introduced in pet food. For example, the illustration below
shows some of the leading nutraceutical trends and underlying ingredients in human packaged
food, which are also tipped to become more relevant for pet food and pet care products
manufacturers.
0
10
20
30
40
50
60
2004 2005 2006 2007 2008 2009
US$perhead
Global Per Capita Retail Expenditure On Health And
Wellness Human Packaged Food 2004-2009
Food Intolerance
Naturally Healthy
Better For You
Fortified/Functional
Organic
0
20
40
60
80
2004 2005 2006 2007 2008 2009
US$perhead
Top 10 Markets For Organic Human Packaged Food
and Beverages, By Retail Value Per Capita 2004-2009
Country 1
Country 2
Country 3
Country 4
Country 5
Country 6
Country 7
Country 8
Country 9
Country 10
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Using relevant datasets from human packaged food and consumer healthcare industries as a
base of comparison helps to fine-tune opportunities in fortified /functional pet food by
geography. For example, if a particular ingredient is doing well in human food, it is likely to be
well received in pet food, too. The illustration below identifies geographic opportunities for
pre/probiotic and fish-oil-fortified pet food.
DigestiveHealth
Probiotic
Prebiotic
High fibre
ImmuneSupport
Probiotic
Antioxidant
Vitamin C
Echinacea
Vitamin D
Heart Health
Plantsterols/esters
Omega-3
Bio-activepeptides
Squalene(Amaranth
grains)
Solublefibre
Soyproteins
WeightControl
Fibre for
satiety
Soy/Wheyproteins
CLA for fatburning
LCarnitinefor fat
burning
Green teaextract
Omega-3
Beauty
Collagen
CoenzymeQ10
Lycopene
Green andwhite tea
Aloe Vera
Omega-3
Energy
Whey
protein
AlgaeSpirulina
Aminoacids
Creatine
Brain Health
Omega-3
DHA/AHA
Ginkgobiloba
Ginseng
Lecithin
Coenzyme
Q10
0
10
20
30
40
US$perhea
d
Top 20 Pre/Probiotic Yoghurt Markets by Retail ValuePer Capita 2004/2009
2004 2009
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Case study 3: Opportunity Zones for Commercialised Packaged Drinks
Key Objective: To identify and quantify geographic opportunity zones in commercialised
packaged drinks
Our analysts started investigating the importance of packaged drinks for humans daily need for
fluid. By taking 2.2 litres a day as a conservative estimate of the recommended liquid intake,
they built up a picture of how global consumers drink (past, present and future). Most
importantly, they tracked the contribution of branded packaged beverages as a share of total
liquid consumption.
The analysis shed light on what, in effect, is the degree of opportunity for growth in packaged
drinks in different regions around the world.
0
5
10
15
20
25
30
US$perhead
Top 10 Fish Oils Markets by Retail Value PerCapita 2004/2009
2004 2009
0
100
200
300
400
500
600
700
800
1998 2003 2008 2013
Litre
spercapita
Global Share of Throat by Human Need for Liquid1998-2013
Tap Water & BrandedOpportunity
Milk/Dairy Drinks
Soft Drinks
Hot Drinks
Note: Total = 803 litres per person per year = 2.2 litres per person per day
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A closer look into the share of throat revealed striking regional disparities in the importance of
packaged drinks, from highly saturated Western European and North American markets to the
fast maturing regions of Eastern Europe and Latin America. Data from the emerging Asian
economies and Middle East and African markets exposed a pool of untapped opportunity.
0
100
200300
400
500
600
700
800
1998 2003 2008 2013
Litres
percapita
Share of Throat by Human Need for Liquid(North America, Western Europe, Australasia)
1998-2013
Tap Water & BrandedOpportunity
Milk/Dairy Drinks
Soft Drinks
Hot Drinks
0
100
200
300
400
500
600
700800
1998 2003 2008 2013
Litrespercapita
Share of Throat by Human Need for Liquid(Latin America and Eastern Europe)
1998-2013
Tap Water & BrandedOpportunity
Milk/Dairy Drinks
Soft Drinks
Hot Drinks
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The data not only revealed that in 2009, packaged non-alcoholic drinks accounted for around
66% of recommended human fluid intake in the mature markets of Western Europe, North
America and Australasia, but the share of packaged drinks was only slightly up from around
60% a decade earlier. This means the upward growth curve has hit a brick wall, indicating
saturation.
This information helped to assess the degree of opportunity in maturing and unsaturated
markets. Saturation is likely to occur when per capita consumption reaches around 600-650
litres of commercialised packaged drinks (including alcoholic beverages) a year rather than 803
litres as originally assumed.
Looking back: When past can inform the future
Sometimes looking back at old data and analysis helps to generate fresh insights. Such
recycling of old findings is sometimes the only way to arrive at the best insights.
0
100
200
300
400
500
600
700
800
1998 2003 2008 2013
Litrespercapita
Share of Throat by Human Need for Liquid(Asia-Pacific and Middle East/Africa)
1998-2013
Tap Water & BrandedOpportunity
Milk/Dairy Drinks
Soft Drinks
Hot Drinks
0
200
400
600
800
1998 2003 2008 2013
L
itrespercapita
Consumption of Commercialised Drinks(North America, Western Europe, Australasia)
1998-2013
Tap Water & BrandedOpportunity
Milk/Dairy Drinks
Soft Drinks
Hot Drinks
Alcoholic Drinks
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Case study 4: Impact of global financial crisis on the worldwide consumer markets
Key Objective: To quantify the impact of the global financial crisis on the consumer market
In late 2008 as the global financial crisis deepened, it was imperative for our clients to
understand the crisis impact on the worldwide consumer market. In order to quantify this
impact, our analysts examined consumer goods market performance during past economic
turbulences (local and regional crises, downturns and slowdowns).
As part of this project, our analysts dove deeper into scenarios like that of Western Europes
slowdown in 2001-2002, when the slump in the US dollar, downturns in global trade, and the
late 1990s crisis in South East Asia, Latin America and Eastern Europe, hurt businesses in the
Euro Zone and pushed economies into recession.
The weakness of the Euro throughout 2000 and 200 and its rapid strengthening in 2002 hurt
European economies. It resulted in a pronounced slowdown in the growth of per capitaconsumption across many markets with an outright drop in Austria, Belgium, Cyprus,
Germany, Netherlands, Malta and Portugal. The chart below illustrates the effect this had on
consumer expenditure in major Western European countries.
As expected, home care products sales in many Western European markets (see chart below)
slowed down or declined as a result:
-2.0
-1.0
-
1.0
2.0
3.0
Real%
growthinper
capita
consumer
exp
enditure
2001 2002 2003 2004
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As consumers put price at the top of their agendas, price competition between leading retailers
in a Western European Country 5 intensified and led to declining value sales for most home care
categories.
Laundry care, the largest category, experienced a significant drop in value sales in 2004 as major
retailers used promotions and discounting on basic items such as laundry detergents to increase
in-store traffic. Not surprisingly it was chlorine bleach, the most basic product that experienced
the highest growth as consumers consider the product a cheap alternative to more expensive,
task-specific cleaners and even multi-purpose cleaners.
Whilst looking at past performances to understand possible scenarios of depth and duration of
the downturn or slowdown in consumer markets growth, our analysts learned that,
interestingly, niche categories within laundry care such as in-wash spot and stain removers
performed exceptionally well and benefited from the introduction of value-added products with
higher price margins.
-4.0%
-2.0%
0.0%
2.0%
4.0%
6.0%
8.0%
2000/2001 2001/2002 2002/2003 2003/2004
%
growth,localcurrencyva
lue
The Effect of Crisis on Household Care GrowthRates
European Country 1
European Country 2
European Country 3
European Country 4
European Country 5
European Country 6
European Country 7
-25
-20
-15
-10
-5
0
5
10
%growth,localcurrencyvalue
Most Categories to Record Negative Growth inCrisis Years
2003-04 2004-05
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Our analysts interpreted the reason for such successes as follows: In laundry aids, consumers
tend to seek maximum efficacy. They prioritise performance over price and stay loyal to
products that deliver results. This insight informed product launches in laundry care during the
current economic downturn.
ADDING TACIT KNOWLEDGE
Digging deep leads to finding things that dont fit the norm, ignore the rules, or go against the
trend. Interpreting these can reveal insights.
Insights dont just happen. It is a product derived from coupling actual information (registered
and documented data explicit knowledge) and expert analysis (knowledge and expertise thatlives within the analyst tacit knowledge).
This tacit knowledge analysts expertise combined with research intuition and common
sense play an important, if not crucial role, in insight generation process. The same data can be
interpreted differently by different analysts. More knowledgeable analysts can find insights
where less experienced ones might miss them. Although insights are not always best supported
by sources, best quantified or best described, they are the most valuable findings.
SUMMARY
In this paper we outlined the challenge of discerning must-have market analysis in the
information-rich research environment.
Our experience with insight generation shows that there may not be a "one-size-fits-all"
solution. In fact, different clients need different insights. However, whatever the need, the
process of generating insight would invariably require three components:
Volume of data;
Adequate methodology;
Capable analyst to make sense of it all.
-15
-10
-5
0
5
10
1520
25
30
Laundry detergents Fabric softeners Laundry aids
%growth,localcurrency
value
Laundry Aids Register Impressive Growth
2002-03 2003-04 2004-05
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And the role of the analyst is key in the process. Data and methodology are nothing without an
analyst that can bring it to life.
About Euromonitor International
Euromonitor Internationalis the worlds leading provider for global business intelligence and
strategic market analysis. We have more than 39 years of experience publishing international
market reports, business reference books and online databases on consumer markets.
We delivermarket research solutionsto support strategic planning for todays increasingly
international business environment. Our research offers in-depth market analysis onconsumer
goods and services industriesworldwide, as well as economic, demographic and socio-economic
data and insight on countries and consumers.
Euromonitor International is headquartered in London, with regional offices in Chicago,
Singapore, Shanghai, Vilnius, Santiago, Dubai, Cape Town, Tokyo, Sydney and Bangalore, and
has a network of over 800 analysts worldwide.
http://www.euromonitor.com/http://www.euromonitor.com/http://www.euromonitor.com/solutionshttp://www.euromonitor.com/solutionshttp://www.euromonitor.com/solutionshttp://www.euromonitor.com/industrieshttp://www.euromonitor.com/industrieshttp://www.euromonitor.com/industrieshttp://www.euromonitor.com/industrieshttp://www.euromonitor.com/industrieshttp://www.euromonitor.com/industrieshttp://www.euromonitor.com/solutionshttp://www.euromonitor.com/