SlideShare a Scribd company logo
1 of 49
Download to read offline
Research panels are under a lot of pressure: for far too long we have treated panels as
ordinary databases. As a result, response rates to traditional surveys are in decline
and it becomes harder to motivate people to participate in research projects. As

What to
expect?

researchers, we have to look into alternatives that still allow us to learn
about the attitudes and behavior of consumers.
Thanks to the rise of social media, a whole new stream of consumer information has
become available and our industry is embracing it as the new Walhalla. By using

methods such as ‘social media netnography’ in which online conversations and
stories are observed, researchers learn from online sources of textual and visual
information that are freely available (Verhaeghe, Van den Berge, Schillewaert,
2009). Instead of asking new input from research participants, existing
information is recycled. Because consumers are free to talk about whatever they like,
social media netnography does not only provide answers on research questions one
already had, but it also gives answers to questions they did not ask and answers without
asking questions.
User-generated content is a welcome new source of information for researchers. But

unlike our research panels, we should treat this new ecosystem with caution and

preserve it while we still can. We need to learn from the past when we experiment
with new ways of doing research.
The connected research philosophy
In market research projects, there are three important
stakeholders: the research agency, the client and the
consumer / research participant. Our objective in

this paper is to explore how we can sustainably
use the ecosystem of social media for research.
We explore if we can create a ‘win-win-win’ situation
and interact between all agents, so that the combined
effect is greater than the sum of the individual effects.
The research agency
The value of a new research methodology for

Especially in terms of recruitment, research

researchers can be assessed on 3 dimensions.

agencies could potentially benefit from

The method should make things more

natural communities. One of the key factors for

efficient, lead to better and richer

the success of a research community is

information to be used to answer the

identification with the topic or brand that hosts the

research question or it should reveal new

community. Because natural communities are

insights that cannot be discovered before.

centered on a common interest, we could be more

(De Ruyck et al, 2009). Both social media
netnography and research communities stand the
test. When combining both methodologies,
researchers could go one step further by
investigating the synergies between the two
methods and triangulate findings.

efficient in attracting participants to the research
community. This recruitment can be organized in
different ways: just posting the invitation to the
research community, by asking the community
owner to contact community members directly.
The research agency
Using social media for the recruitment of research communities is also
beneficial at another level. The success of the research community depends
on the number of answers on a specific research question. Therefore, we
typically foresee a kick-off session through an online discussion group (in
smaller groups) as a warming-up phase (De Ruyck, Schillewaert & Caudron,
2008). The advantage to recruiting people from a specific social

media source is that there already is a natural bond and
identification with the research topic (Sweeney & Web, 2007). We
suppose that these participants will therefore be more active in the research
community. Moreover, because of their natural bond and the trusted
relationship, this may stimulate them to talk more freely, which could
lead to richer insights.
The client
Companies are embracing social media; and research departments did not stay behind. Social media
netnography has proven to be an excellent tool for insight generation, assessing online brand health,
measuring communication effectiveness and learning more about customer experiences. It is a true listening
tool that often reveals answers to questions one did not have. Still, social media netnography cannot

answer all questions and has its limitations. It is
limited to what consumers spontaneously share. It
does not allow testing new concepts like products or
campaigns. Because of the focus on conversations rather
than on participants, it is difficult to generalize the findings of
social media netnography to a more representative

population. Ideally, social media netnography is thus

complemented by other types of research which take
these limitations into account and still maintain the
listening approach.
The client
A popular and engaging way to get connected with contemporary consumers is via ‘research
communities’, the research equivalent of natural communities. Both community types are similar in
being asynchronous, centered around a common interest about a certain topic and the fact that social dynamics
play a role (De Ruyck, Schillewaert & Caudron, 2008). While we know that the latter requires a period of
accommodation and adequate moderation, people start having a certain ‘community feeling’ and as a result
discuss more freely, openly and frequently. The advantage of research communities for clients is that

they can be geared in specific directions. In addition, clients can also join the conversation in research
communities with a lower chance of hurting their commercial relationships. Because of such similarities,
research communities can be the ideal methodology to fill in the blind spots from what we learn via social media
netnography.
The research participant
When conducting social media netnography, the

A first important notion goes back to the concept of

unit of analysis is the conversation rather than the

informed consent in research. Unlike in other types of

participant. We collect a number of online

research, consumers do not explicitly subscribe to

conversations on a certain topic and we analyze

social media netnography. Still, they do share their

and summarize their content. This does not mean
that individuals are not research participants. True,
the research participant did not explicitly opt in for
the research project. They are more anonymous
than in traditional research in the sense that we

content on a public domain such as the Internet, a source
that has been used for secondary research since its
origin. The central question here is if

people are aware that their data

often do not even have basic demographic

can be observed for research

information. We depend on the information people

purposes. Would they still

spontaneously share about their identity, to provide

share information if they knew?

us with a basic idea on the sample characteristics.

So what is the sustainability of

Still, we are using their content in a way and the
question is how can we respect the needs of this
‘invisible’ research participant?

this new research
ecosystem?
The research participant
Recently there has been a focus

achieve this by feeding back results.

By adding a research

on creating more equality

To the best of our knowledge such

community, we try to continue

between researcher and

practices in social media netnography

participant (Comley, 2006). An

have not yet been applied. It could

important component in this

however be an element in making

mutual relationship is giving
back to research participants.

social media netnography also a

the conversation naturally,
without harming the natural
interactions. Furthermore, we

valuable experience for research

should adapt our communication

participants.

style as much as possible to the

In traditional research, we try to

customer vocabulary and style. As
As pointed out before, one of the client

researchers, we do not always

needs is to conduct complementary

speak the same language as our

research in order to tackle

research participants. By using

unanswered questions. We can

their wording, respondents could

recycle existing information through

feel more at ease.

social media netnography, but still
need to ask specific questions.
Our research design
We set up a research design which incorporates all elements to assess how we can create a ‘win-win-win’
relationship and synergize social media and research communities. In line with what we discussed in the
previous pages, our research design was threefold:
(1) a research community with members of a natural community,
(2) a benchmarking of the research community with natural members against communities with
generally recruited participants and
(3) a survey among social media users to assess their attitudes towards social media and market
research.
A. Research community with natural members
The combination of social media netnography and research

communities was explicitly tested in cooperation with DANONE
(Nutricia) Global R&D. DANONE is active in the market of infant
feeding. In order to improve their product offering, there was a need to
better understand the concerns mothers experience when feeding their
baby. The study for Danone was conducted in several steps:

1

In a first step, we conducted social media

The conversations were analyzed by

netnography. During the universe

applying the augmented research model for

detection, we searched for online
conversations on infant feeding. Those
conversations were collected with the aid of
web scraping technology and cleaning

duplicates and spam. In total we collected over
100,000 conversations in English on .co.uk
websites from 2009-2010.

observational research (Verhaeghe, Van
den Berge, Schillewaert, 2009). By
conducting social media netnography first,
we wanted to avoid asking explicit questions
to which the answers already existed.
Moreover, it gave the opportunity to put
topics for further analyses on the community
research table.
A. Research community with natural members

2

In a second step, we set up a research community with mothers. The aim of this community
was to ask more specific questions on the physical characteristics of infant feeding. Danone also
wanted feedback on a specific product idea – which for obvious reasons could not be found in natural
communities.

Recruitment. For the recruitment of the community members, we identified different social media
sources from the previous netnography study and searched for a source which had sufficient posts
on infant feeding and would allow us to recruit research participants. The community owner of
babycentre.co.uk was approached and with
their help we recruited 80 mothers for our
research community. We ensured (via
screening) that all mothers sufficiently visited
babycentre.co.uk so they could have some kind
of social bond and a common interest.
A. Research community with natural members
Conversation guide. In order to make the
young mums feel at ease in the research

community, we wanted to investigate the

Example of consumer language

effect of adapting our language as much as

Dear mums,

possible to the natural consumer vocabulary
on babycentre.co.uk. The community was
divided in two identical parallel groups. In
group one, we asked the questions in a
typical, more neutral research language,
whereas in the other group we used the
typical communication style used by mothers

on babycentre.co.uk (i.e. their own ‘slang’).

Lots of online chats are about the amount of
milk. Some mums share tips and tricks about bf
and ff. While some are convinced it’s better to
feed on fixed times, other mums are firm
believers of feeding on demand (when your LO
‘asks’ for it by for example start crying).
-What is your opinion on feeding time and
duration?
-Which approach is better for your LO?

Therefore, we made a dictionary of
commonly used terms and phrases in the
natural community that could be used to set
up the conversation guide for the second
group in the community.

Thank you,
Anouk, your moderator
A. Research community with natural members
Typically, as researchers, we try to formulate our questions as neutrally as possible. However, we
found out that posts on baby.centre.co.uk were much more emotional and illustrative. Especially
posts that generated a lot of conversations contained a lot of emotional wordings. In order to
incorporate this emotionality in the research community, we reused quotes from babycentre.co.uk to
illustrate certain questions. As such we wanted to assess if such wordings generated more and better
output.
We also found the average post length of a successful post on babycentre.co.uk was significantly
shorter than the normal post length in topic guides. As a result, we tried to respect this suitable length
and did not use long question posts.

Feedback before research. We started the research community by feeding back a summary of the
results of the social media netnography. The aim of this phase was twofold: on the one hand, we
wanted to make sure that every community member knew that we observed their comments on the
natural platform for research purposes. Secondly, we also wanted to give something back by providing
them with a useful summary of the netnography study. At all times the community members could react
on the social media netnography as a method as well as on the findings. After the feedback phase, we
started the discussion phase where we discussed the remaining research questions. The community
ran for 3 weeks. At the end all participants completed a satisfaction survey.
B. Benchmark the community performance

To benchmark the effectiveness of recruiting community members via natural resources, we compared the

community KPIs from the Danone community with the KPIs from previous research communities
we conducted. We assessed: number of participant posts, identification with the community, general
satisfaction, perceived informational benefits, social benefits, cognitive efforts and time investments (Ludwig,

De Ruyck, Schillewaert, 2010). We compared these KPIs for the Danone community with those of two totally
different communities: one in which the participants were recruited from a customer database and one where
we made use of a mixture of sourcing techniques (panel, social network and site intercept recruitment).
C. Survey on attitudes towards social media

In order to better understand the customer perspective on using social media for research, we conducted a

quantitative study among 500 social media users in the UK. We made sure that our sample existed out
of both passive and active contributors on a different set of social media sources, such as blogs, micro blogs,
forums, social networks, video and picture commenting websites and review sites. We presented concept

boards on how research agencies may use social media. Each concept stressed different ‘reasons why’
such research is conducted. After seeing these ‘reason why’ concepts, participants rated the attractiveness of
each.
C. Survey on attitudes towards social media
 In a first concept, we wanted to share the

 Next, we presented two important reasons

idea of the ‘research ecosystem’ with the

why clients find social media netnography

consumers. This refers to research as a

useful. We presented the idea of insight

harmonic system and mainly stresses a

generation and branding and product

connected relationship which is beneficial to

evaluation. These concepts stress the learning

both ‘agency’ and ‘client’.

connections between ‘client’ and ‘participant’.

Concept 1: research ecosystem
Companies want to find out what is important
to their customers, so they typically ask them
questions in online surveys. Because they
have so many questions, these surveys can
be rather time-consuming to fill in.
An alternative source of information could be
social media. Companies could listen to what
people are saying about a topic on social
media and use this information to answer many
of their questions. This would allow them to
focus only on the unanswered questions in
shorter surveys.

Concept 2: customer understanding
Companies want to find out what is important
to consumers because it is sometimes
difficult to know what these needs are.
Since consumers are free to talk on social
media platforms about products or services,
companies could read what their
consumers are saying online about their
product or brand. By doing so they would learn
more about what consumers find important.
C. Survey on attitudes towards social media
 Finally, we also asked consumers to share

 Next to the research concepts, we also asked

the idea of giving feedback after

them to what extent they were aware that

conducting social media netnography. This

their user-generated content could be

concept relates to “giving back” to ‘participants’

used by companies.

from ‘research agencies’.

Concept 3: product and brand feedback

Concept 4: feedback

Many conversations on social media mention
specific brands and products. Companies are
eager to learn more about what people are
saying about them online. By following these
online conversations, they can learn more
about their strengths and weaknesses and act
upon what they learn.

In order to better understand consumer
needs, companies follow conversations on
social media. Based on their observations,
they summarize the most important topics
which are mentioned. These summaries are
made publicly available for anyone who
wants to know about the discussions that
have taken place on a specific theme.
Results
We discuss the outcomes of our approach by means of the three connected research
relationships
The main goal for Danone was to better
understand how mothers experience infant
feeding. The combination of social media netnography
and research community matched their expectations.

A happy
immersed
client

Social media netnography was mainly valued as a
listening

platform

where

marketers

and

market

researchers at Danone could learn more about the
customer perspective. Because mothers were free to

discuss what they wanted in natural communities,
topics which Danone did not expect were
addressed upfront. For example, “temperature” and
“flow of the milk” were two topics that were heavily
debated online.
The high amount of posts on
these topics was striking for
Danone.

Another

unexpected

output from the netnography was
that it helped Danone to get
more insights in the consumer
vocabulary and natural language
of mothers when they talk about
infant feeding. The dictionary
that

resulted

from

the

text

analytics was perceived as a
handy

instrument

communication.

for

future
The research community gave Danone the

In general, the research solution helped

opportunity to ask more in-depth questions on the

Danone

topics that popped up during the netnography.
Danone added additional topics that were of
special interest to them. For example: Danone

to

better

connect

with

their

consumers. Through the netnography and
community, Danone could better ‘feel’ the

wanted to gain more insights into what mothers

customer in a more efficient way: marketers

were thinking of the characteristics of milk. They

could be involved from behind their desk in an

could also ask consumers’ opinion about a

unobtrusive way. The synergy between netnography

confidential product idea. Finally, the research

and research communities provides opportunity for

community

spontaneous

‘live’ contact without additional time investments.

feedback straight from Danone’s target group.

Moreover, because of the combined approach, the

The interesting things were that the results

research process was prolonged which made it

allowed us

to

get

from the netnography could be interpreted
within the right context and the additional

possible to involve more people from the marketing
teams and R&D teams in the project. The longer

research process as such stimulated internal debate

information needs where reflected upon by

and interaction about the project as well as richer

people who naturally talk about them.

insights.
Several aspects of our research design allowed us to
take the research participant’s perspective.
In terms of inform consent, we asked users of social

Mixed and
indifferent
feelings for
research
participants

media to what extent they were aware that their usergenerated-content was observed by researchers. About

6 out of 10 consumers indicated being aware of
the fact that companies read their contributions
on social media. 2 out of 10 mentioned they were
unaware that this happens.
This was in line with our experience in the Danone case
study. In this study, we explicitly mentioned to the
community members that we had observed their posts
on the natural community babycentre.co.uk for research
purposes. Not a single community member reacted on

the fact that we observed them. While we expected we
might get the one or the other strong reaction, it
seemed they were neither critical nor enthusiastic.
Even providing a useful summary of the results of

About half of the respondents were neutral on the

our study on a subject of their natural interest was

concepts. In terms of appeal, the concept of

not applauded. It helped as a trigger for the

customer

discussion as participants picked on the content

Consumers do not really consider social media

of the topics, but the mere act of sharing

platforms to be a harmonic system and do not seem

information itself was not talked about at all.

to care about us giving back. Hence, our results

Admittedly we have to say these participants

seem

agreed to participate outside of their comfort zone

researchers can do to make social media and

and may therefore be less critical as well. In the
quantitative study, we also asked research
participants’ feedback on the different concepts on
using user-generated-content for research. Again
the neutral and thus indifferent attitude was
striking.

to

research

understanding

indicate

an

that

exciting

was

most

favored.

there is not much

experience.

Either

consumers do not care or they do not understand
things the way our industry does. On the other hand

the resistance against combining research and
social media is not huge and consistently lower

than the appeal.
We

also

assessed

and

The perceived time costs and cognitive efforts

satisfaction of the members in the research

participants feel they have to invest are lower for

community.

The

significantly

the

performance

general

higher

is

those who are used to participate in discussions on

Danone

a natural community about the topic. On the other

satisfaction

on

the

community of which the members were
recruited from a natural community (7.8/10

hand

perceived

social

and

informational

benefits gained out of community participation

compared to 7.1/10 for the other two). We also

are lowest in the Danone community. This can

took into account other objective KPIs as

be explained by the fact that they are used to

identification

interaction on the natural platform which is purely

satisfaction,

with

the

perceived

community,

general

informational

benefits,

focused on

generating these benefits for its

time

members. Little, if nothing, is still new or surprising

investments. These variables were identified in a

to them. Nevertheless, the overall satisfaction within

previous study together with the University of

the community was quite high. We believe that this

Maastricht (Ludwig, De Ruyck and Schillewaert;

is due to the fact that we adhered to a number of

2010) as having an effect on on-topic posting as

basic requirements in running the community, e.g.

described in Table 1. Again we compared the

giving feedback about the netnography study,

scores of the Danone community with those of the

providing a social and off-research topic discussion

other cases.

area.

social

benefits,

cognitive

efforts

and
Recruitment method

Effect on ontopic posting

Danone

Community A
mixed method

Community B
client dbase

Informational
benefit

Product-related learning, i.e.
a better understanding and
knowledge about products,
their underlying technologies
and their usage

Positive

5.2

6.4

6.4

Social benefit

Benefits deriving from the
social and relational ties that
develop over time among the
participating entities

Negative

4.8

5.1

5.3

Cognitive effort

The necessary effort to
consider one alternative over
another and come to a
satisfactory decision

4.6

6.5

6.1

4.7

5.9

6

Value-based drivers

Time cost

The time invested

Negative

Negative

Table 1 – Community KPIs Danone community and benchmarks
A second action for making the community a joyful

The conclusion is that we can just be ourselves

experience for research participants is adapting

as a researcher/community moderator as

our communication style to their natural

participants do not expect us to connect at their level

language. The rationale was that we wanted to

and/or we have achieved good moderation styles. Of

make consumers feel more at ease in the

course, one needs to make sure as a moderator that

research community.

the language is understandable by all the research

Neither in general satisfaction with the research

members, but it is not necessary to take over their

project, nor in what has been said by the

language. Next to that, your communication style

participants, we observed striking differences

should be friendly and generate trust between you,

between our two test cells. We also checked if the

the participants and the goals of the research

adapted communication style was reflected in

community.

behavioral measures. We did not find any major
differences in the number of posts and the length
of the posts, between the two groups within the
Danone community.
Happy
researchers and
community
moderators

As an agency, we were satisfied with both the
netnography

and

the

research

community.

Combining natural and research communities

helped

us

mainly

to

improve

informational and automatic level:

on

the
 The synergy was beneficial in terms of recruitment. As we first recycled data through social media
netnography, we could limit the number of questions to ask in the research community. The speed of
recruiting very specific profiles, such as young mums with children of maximum 12 months old, is much
faster if one can identify the exact platform where the action is. It took us merely 10 days to recruit 80 mums
while other recruitment channels would at least demand double the time, not even taking into account panel
pressure.
 On top of that, working together with a party like babycentre.co.uk, which is very well connected with
members of that specific target group, enhances participation rates once recruited. The analysis of the

post frequency per week per community member shows that the Danone community had higher
averages than the other two communities we benchmarked with.

An in-depth analysis showed that this was mainly due to the fact that the social corner participation was more
than twice so successful in comparison with the benchmarks. This finding is a bit in contrast with the low score
of perceived social benefits for the Danone community. One potential reason could be that members of natural

community have higher standards on social benefits than other consumers, because they are experiencing the
social bonding on a daily base in their natural community.
For researchers, the social corner topics are of great value for insight generation. By studying what
mothers share with each other spontaneously, we can discover unexpected insights. In a sense, we were
truly able to mimic natural community dynamics: the social corner allowed us to listen bottom-up to the
mothers’ concerns just like we do in social media netnography.


The synergy was also very helpful for the community moderator. In terms of warming-up, the
moderator had the feeling that the community members recruited on existing social platform headed
off more quickly on the research community. The netnography helped them also to increase their
understanding of infant feeding and increased moderators’ self confidence. First of all, they were able
to write a more complete and comprehensive topic guide.
As researchers, one is biased by his own perspective and knowledge when setting up question. The
increased knowledge on infant feeding also allowed the moderator to talk on a more equal level with
the mothers. In the topic guide, we could address what we already knew and ask for the missing
information. As such, the combination of the two methodologies allowed us to collect more in-depth
information.
Taking research forward
In market research, we are constantly looking for
innovative methods to better understand customer

recruiting research participants from the
natural communities. The client got answers to

behavior. Such innovation needs to happen with respect
for its stakeholders. In this paper, we aimed at

investigating how we can create a ‘win-win-win
situation’ for all stakeholders. Overall, we were able
to satisfy the client and researcher needs. Combining

his (branded and confidential) questions and to
questions he did not have to ask. Moreover, the
design allowed marketers and researchers to better
connect with their consumer, to really ‘feel’ them.

Of course, further improvements are still

netnography with a research community was clearly
beneficial. The researcher created synergies by

possible. For example, the longer research process
and timelines allowed an increased interaction with
other departments at Danone. It would have been
more beneficial if we could have involved all teams
from the beginning so they were even more aware of
this opportunity to connect with consumers. For the

researcher, creating synergies between natural and
research communities did not lead to shocking
advantages at the transformational level. We believe
that in future research, we could improve this by
combining the information on a user-level.
Maybe we can find new insights by connecting

The majority of them were also neutral towards the

what a certain user says on a research topic with

different concepts (to leverage social media for

his opinions on the social corner.
All community members were also active on the natural
community babycentre.co.uk. Maybe in the future we
can also enrich the research data with spontaneous
information they provide in that natural community.

Connecting the dots seems the way forward.
The results for the research participants lead to other

research) that we presented. Adapting our
communication to their language and style did not
matter either. It seemed like they did not care. So, is

there something that we can do for research
participants that is valuable for them?

In our quantitative study we also added some
concepts on companies joining the conversation.

As researchers, we only use user-generated

conclusions. Our actions to fulfill the research

content for observation. We should however

participants’ needs did not harm, but also did not lead to

look further than pure research.

any significant advantages. It seems that the majority of
the consumers are aware that their contributions can be

Other departments in companies use social media

observed by companies. When also testing this in a real

for other purposes than insights and learning.

life case, we did not receive any critical reactions.

Marketers can join the conversations for branding for
example. Online buzz is becoming increasingly more

important as a KPI in advertising and
communication.
CRM departments deal with the unsolicited feedback on social media – social CRM. In so called ‘Social

Sales’, sales representatives try to identify potential customers and influence them in their
decision making process. We wanted to find out what consumers expect from companies in
terms of social media and user-generated-content in general. The number 1 winner in terms of
joining the conversation was ‘Social CRM’ or even ‘socially responsible CRM’.

Among 5 concepts (e.g. social sales, social CRM, information sharing, advertising, branding), consumers
find the following concept the most appealing in terms of what companies can offer them on social media:

Concept 5: social CRM
You express your dissatisfaction with a product or service
on social media. This conversation is picked up by an
employee of the company that provides the product or
service. This person contacts you to solve your problem.
45% of the social media users claimed that if they

he admitted that there had probably been a mistake

would express a problem on social media with a

and promised that Rabobank would look into the

product or brand, it would be appealing to them
that companies help them out, join their

problem and correct the interest rates. As a result of
his interaction, the tonality of the conversations
changed: consumers were no longer bashing on

conversation and target them individually.

Rabobank, but praised the pro-active attitude (Van

A good example of what social CRM means is the case

Belleghem, 2009). The example clearly illustrates

of Rabobank. Rabobank is an online bank active in the

what social CRM could mean for consumers. In

Dutch and Belgian markets. As every bank, at the end

terms of doing something back for the invisible

of the year, they reward their loyal customers with their

research participant on social media, this could be

annual interest.

the future. It could add a CSR aspect to our existing
‘research house’.

However, at the end of 2009, they made a small
mistake in the calculation of this interest. The
empowered consumer took action and the mistake was
heavily discussed on social media on New Year’s

morning. The marketing manager from Rabobank
picked up on the discussion over the course of New
Year’s day and addressed the crowd the same day:
Taking action in the field of social CRM leads to a paradox and tension for market researchers.
On the one hand, ethical guidelines determine researchers cannot engage in marketing related activities. Results
should always be reported on an aggregated level and we cannot contact research participants after the research
for other purposes unless they gave their consent upfront. On the other hand, a significant part of the consumers
explicitly expects companies to join the conversation if they have a problem with their product or brand. It seems
that what consumers want, we cannot or must not provide. Consumers want to interact in specific occasions (e.g.
help them solve problems, but not for selling). Hence, there is a need for skills to discriminate between consumer
conversations which report product or service problems from conversations that just mention a brand or product.
While currently this may be a problem from the perspective of our industry guidelines, researchers and analysts
are professionals who can probably make that distinction best. Besides, the methods for doing so become
available such as social media netnography and analysis techniques like text analytics. The danger may be that if
we do not leverage those skills, that companies will react on conversations inappropriately (e.g. bad timing, wrong
objective). Are we being too strict as an industry and should we re-think our boundaries within this new reality
where no explicit questions are asked, but information and action become multi-directional?
Acknowledgements
The authors would like to thank the following list of people for their great work:

Dado Van Peteghem and Janneke Laurijse (the moderators of our Iscream community), Elias Veris and Annelies Verhaeghe (our text
analytics experts), Wim De Wever (our community launch manager),

Christoph Coucke (the technical guy of the team), Joris Docx (our
designer), Kristof De Wulf (content manager of this project) and of course
the marketing team behind the Ben & Jerry’s brand for being so great
in providing feedback towards our research participants.
References
Comley, P. (2006). The games we play. Proceedings of the ESOMAR Panel Research Annual
Conference.
De Ruyck, T., Schillewaert, N. & Caudron, J. (2008). Together we built the future. Proceedings of
the ESOMAR qualitative conference.
De Ruyck T., Schillewaert N., Verhaeghe A., Friedman M. (2009) The Longest Day. Cultural
Differences in CSR. Proceedings of the ESOMAR annual conference.
Ludwig, S., De Ruyck, T., Schillewaert, S. (2010). Op zoek naar de ideale mix: Hoe de deelname
in online communities voor marktonderzoek stimuleren? Publicatie in MOA jaarboek 2010.
Sweeney, J.C., Webb, D.A. (2007). How functional, psychological, and social relationship
benefits influence individual and firm commitment to the relationship. Journal of Business and
Industrial Marketing, 22 (7), 474-488.
Van Belleghem, S. (2009). The conversation manager. Het einde van de traditionele adverteerder.
Belgium: Lannoo.
Verhaeghe, A., Van den Berge, E. & Schillewaert, N. (2009). Getting answers without asking
questions. Proceedings of ESOMAR online research conference.
Tom De Ruyck

Niels Schillewaert

Annelies Verhaeghe

Stephan Ludwig

Head of Consumer Consulting Boards

Managing Partner & Co-founder
InSites Consulting

Head of Research Innovation
InSites Consulting

Doctoral Researcher
Maastricht University

InSites Consulting
Thank you!

@InSites
marketing@insites-consulting.com
www.facebook.com/insitesconsulting
www.slideshare.net/InSitesConsulting
Want to know
more about Consumer

Tom De Ruyck
Head of Consumer Consulting Boards

Consulting Boards?
+32 9 269 14 07
tom@insites-consulting.com

More Related Content

What's hot

User Generated Content and company strategies
User Generated Content and company strategies User Generated Content and company strategies
User Generated Content and company strategies AeronAdvies
 
What is the best approach to integrate Traditional Media and Social Media int...
What is the best approach to integrate Traditional Media and Social Media int...What is the best approach to integrate Traditional Media and Social Media int...
What is the best approach to integrate Traditional Media and Social Media int...Carine ESTEVES
 
20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind
20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind
20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermindRoshan Mammen
 
Report pénte offers new way to measure social media marketing
Report  pénte offers new way to measure social media marketing Report  pénte offers new way to measure social media marketing
Report pénte offers new way to measure social media marketing Debra Kaye
 
Impact of ads in digital formats
Impact of ads in digital formatsImpact of ads in digital formats
Impact of ads in digital formatsmagazinespuntnl
 
AeronAdvies: How to react as a company towards negative user UGC to avoid a c...
AeronAdvies: How to react as a company towards negative user UGC to avoid a c...AeronAdvies: How to react as a company towards negative user UGC to avoid a c...
AeronAdvies: How to react as a company towards negative user UGC to avoid a c...AeronAdvies
 
AS G322 revision booklet pt1 (Film Industry)
AS G322 revision booklet pt1 (Film Industry)AS G322 revision booklet pt1 (Film Industry)
AS G322 revision booklet pt1 (Film Industry)Belinda Raji
 
From Interruption to Interaction
From Interruption to InteractionFrom Interruption to Interaction
From Interruption to InteractionJohn Olson
 
A case study of lost belief
A case study of lost beliefA case study of lost belief
A case study of lost beliefEmily Burcham
 
How men & women consume digital differently
How men & women consume digital differentlyHow men & women consume digital differently
How men & women consume digital differentlyDave Norton
 
MROCs - The Evolution of Listening
MROCs - The Evolution of ListeningMROCs - The Evolution of Listening
MROCs - The Evolution of ListeningSusan Abbott
 
revision-booklet-film-industry
revision-booklet-film-industryrevision-booklet-film-industry
revision-booklet-film-industrymrsloan
 
Real-Time Collaborative Methodologies in Market Research
Real-Time Collaborative Methodologies in Market Research Real-Time Collaborative Methodologies in Market Research
Real-Time Collaborative Methodologies in Market Research Pulsar Platform
 
Tutorial on Online User Engagement: Metrics and Optimization
Tutorial on Online User Engagement: Metrics and OptimizationTutorial on Online User Engagement: Metrics and Optimization
Tutorial on Online User Engagement: Metrics and OptimizationMounia Lalmas-Roelleke
 
Metrics, Engagement & Personalization
Metrics, Engagement & Personalization Metrics, Engagement & Personalization
Metrics, Engagement & Personalization Mounia Lalmas-Roelleke
 
Corporate Communication
Corporate CommunicationCorporate Communication
Corporate CommunicationGaganbatth1987
 
Social media as a marketing tool a literature review
Social media as a marketing tool  a literature reviewSocial media as a marketing tool  a literature review
Social media as a marketing tool a literature reviewkaliyamoorthyselvaraju
 

What's hot (20)

User Generated Content and company strategies
User Generated Content and company strategies User Generated Content and company strategies
User Generated Content and company strategies
 
What is the best approach to integrate Traditional Media and Social Media int...
What is the best approach to integrate Traditional Media and Social Media int...What is the best approach to integrate Traditional Media and Social Media int...
What is the best approach to integrate Traditional Media and Social Media int...
 
20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind
20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind
20 caps12 social_media_the_case_of_maersk_line_agerdal-hjermind
 
Report pénte offers new way to measure social media marketing
Report  pénte offers new way to measure social media marketing Report  pénte offers new way to measure social media marketing
Report pénte offers new way to measure social media marketing
 
Impact of ads in digital formats
Impact of ads in digital formatsImpact of ads in digital formats
Impact of ads in digital formats
 
AeronAdvies: How to react as a company towards negative user UGC to avoid a c...
AeronAdvies: How to react as a company towards negative user UGC to avoid a c...AeronAdvies: How to react as a company towards negative user UGC to avoid a c...
AeronAdvies: How to react as a company towards negative user UGC to avoid a c...
 
AS G322 revision booklet pt1 (Film Industry)
AS G322 revision booklet pt1 (Film Industry)AS G322 revision booklet pt1 (Film Industry)
AS G322 revision booklet pt1 (Film Industry)
 
From Interruption to Interaction
From Interruption to InteractionFrom Interruption to Interaction
From Interruption to Interaction
 
A case study of lost belief
A case study of lost beliefA case study of lost belief
A case study of lost belief
 
How men & women consume digital differently
How men & women consume digital differentlyHow men & women consume digital differently
How men & women consume digital differently
 
MROCs - The Evolution of Listening
MROCs - The Evolution of ListeningMROCs - The Evolution of Listening
MROCs - The Evolution of Listening
 
Purpouses
PurpousesPurpouses
Purpouses
 
revision-booklet-film-industry
revision-booklet-film-industryrevision-booklet-film-industry
revision-booklet-film-industry
 
Real-Time Collaborative Methodologies in Market Research
Real-Time Collaborative Methodologies in Market Research Real-Time Collaborative Methodologies in Market Research
Real-Time Collaborative Methodologies in Market Research
 
Tutorial on Online User Engagement: Metrics and Optimization
Tutorial on Online User Engagement: Metrics and OptimizationTutorial on Online User Engagement: Metrics and Optimization
Tutorial on Online User Engagement: Metrics and Optimization
 
Thesis outline
Thesis outlineThesis outline
Thesis outline
 
Metrics, Engagement & Personalization
Metrics, Engagement & Personalization Metrics, Engagement & Personalization
Metrics, Engagement & Personalization
 
Corporate Communication
Corporate CommunicationCorporate Communication
Corporate Communication
 
Social media as a marketing tool a literature review
Social media as a marketing tool  a literature reviewSocial media as a marketing tool  a literature review
Social media as a marketing tool a literature review
 
Dynamics of Cause Engagement - Final Report
Dynamics of Cause Engagement - Final ReportDynamics of Cause Engagement - Final Report
Dynamics of Cause Engagement - Final Report
 

Viewers also liked

The Transformers - What it Takes to Lead the Change in Market Research
The Transformers - What it Takes to Lead the Change in Market ResearchThe Transformers - What it Takes to Lead the Change in Market Research
The Transformers - What it Takes to Lead the Change in Market ResearchTom De Ruyck
 
Engage, Inspire, Act: three stepstones towards developing more impactful prod...
Engage, Inspire, Act: three stepstones towards developing more impactful prod...Engage, Inspire, Act: three stepstones towards developing more impactful prod...
Engage, Inspire, Act: three stepstones towards developing more impactful prod...Tom De Ruyck
 
Game on Qualitative Researchers
Game on Qualitative ResearchersGame on Qualitative Researchers
Game on Qualitative ResearchersTom De Ruyck
 
Why Every Company Needs a Chief Consumer Officer
Why Every Company Needs a Chief Consumer OfficerWhy Every Company Needs a Chief Consumer Officer
Why Every Company Needs a Chief Consumer OfficerTom De Ruyck
 
How structural collaboration leads to value propositions in the financial sector
How structural collaboration leads to value propositions in the financial sectorHow structural collaboration leads to value propositions in the financial sector
How structural collaboration leads to value propositions in the financial sectorTom De Ruyck
 
Come Dine With Me, Australia
Come Dine With Me, AustraliaCome Dine With Me, Australia
Come Dine With Me, AustraliaTom De Ruyck
 
The Future of Market Research
The Future of Market ResearchThe Future of Market Research
The Future of Market ResearchTom De Ruyck
 
[PAPER]: The Danone Activation Studio
[PAPER]: The Danone Activation Studio[PAPER]: The Danone Activation Studio
[PAPER]: The Danone Activation StudioTom De Ruyck
 
Increasing the ROI of Consumer Insights for Danone
Increasing the ROI of Consumer Insights for DanoneIncreasing the ROI of Consumer Insights for Danone
Increasing the ROI of Consumer Insights for DanoneTom De Ruyck
 
Minority Report in Research Communities
Minority Report in Research Communities Minority Report in Research Communities
Minority Report in Research Communities Tom De Ruyck
 
Global Evaluation of the IKEA Catalogue - Inspirational Customer Dialogues
Global Evaluation of the IKEA Catalogue - Inspirational Customer DialoguesGlobal Evaluation of the IKEA Catalogue - Inspirational Customer Dialogues
Global Evaluation of the IKEA Catalogue - Inspirational Customer DialoguesTom De Ruyck
 
ESOMAR Qualitative 2012: MROC case with Air France / KLM
ESOMAR Qualitative 2012: MROC case with Air France / KLMESOMAR Qualitative 2012: MROC case with Air France / KLM
ESOMAR Qualitative 2012: MROC case with Air France / KLMTom De Ruyck
 
ESOMAR 3D - 'Create a Win-Win-Win'
ESOMAR 3D - 'Create a Win-Win-Win'ESOMAR 3D - 'Create a Win-Win-Win'
ESOMAR 3D - 'Create a Win-Win-Win'Tom De Ruyck
 
Febelmar | Activation Studio pitch
Febelmar | Activation Studio pitchFebelmar | Activation Studio pitch
Febelmar | Activation Studio pitchTom De Ruyck
 
Dorel Activation Studio case
Dorel Activation Studio caseDorel Activation Studio case
Dorel Activation Studio caseTom De Ruyck
 
Heineken: Designing the Club of Tomorrow
Heineken: Designing the Club of TomorrowHeineken: Designing the Club of Tomorrow
Heineken: Designing the Club of TomorrowTom De Ruyck
 
ESOMAR CEE Forum: Always-on Research
ESOMAR CEE Forum: Always-on ResearchESOMAR CEE Forum: Always-on Research
ESOMAR CEE Forum: Always-on ResearchTom De Ruyck
 
Special Edition Communities Smartees
Special Edition Communities SmarteesSpecial Edition Communities Smartees
Special Edition Communities SmarteesTom De Ruyck
 
Co-creating Concepts & Ideas
Co-creating Concepts & IdeasCo-creating Concepts & Ideas
Co-creating Concepts & IdeasTom De Ruyck
 
BAQMaR Conference 2012: The Next Level
BAQMaR Conference 2012: The Next LevelBAQMaR Conference 2012: The Next Level
BAQMaR Conference 2012: The Next LevelTom De Ruyck
 

Viewers also liked (20)

The Transformers - What it Takes to Lead the Change in Market Research
The Transformers - What it Takes to Lead the Change in Market ResearchThe Transformers - What it Takes to Lead the Change in Market Research
The Transformers - What it Takes to Lead the Change in Market Research
 
Engage, Inspire, Act: three stepstones towards developing more impactful prod...
Engage, Inspire, Act: three stepstones towards developing more impactful prod...Engage, Inspire, Act: three stepstones towards developing more impactful prod...
Engage, Inspire, Act: three stepstones towards developing more impactful prod...
 
Game on Qualitative Researchers
Game on Qualitative ResearchersGame on Qualitative Researchers
Game on Qualitative Researchers
 
Why Every Company Needs a Chief Consumer Officer
Why Every Company Needs a Chief Consumer OfficerWhy Every Company Needs a Chief Consumer Officer
Why Every Company Needs a Chief Consumer Officer
 
How structural collaboration leads to value propositions in the financial sector
How structural collaboration leads to value propositions in the financial sectorHow structural collaboration leads to value propositions in the financial sector
How structural collaboration leads to value propositions in the financial sector
 
Come Dine With Me, Australia
Come Dine With Me, AustraliaCome Dine With Me, Australia
Come Dine With Me, Australia
 
The Future of Market Research
The Future of Market ResearchThe Future of Market Research
The Future of Market Research
 
[PAPER]: The Danone Activation Studio
[PAPER]: The Danone Activation Studio[PAPER]: The Danone Activation Studio
[PAPER]: The Danone Activation Studio
 
Increasing the ROI of Consumer Insights for Danone
Increasing the ROI of Consumer Insights for DanoneIncreasing the ROI of Consumer Insights for Danone
Increasing the ROI of Consumer Insights for Danone
 
Minority Report in Research Communities
Minority Report in Research Communities Minority Report in Research Communities
Minority Report in Research Communities
 
Global Evaluation of the IKEA Catalogue - Inspirational Customer Dialogues
Global Evaluation of the IKEA Catalogue - Inspirational Customer DialoguesGlobal Evaluation of the IKEA Catalogue - Inspirational Customer Dialogues
Global Evaluation of the IKEA Catalogue - Inspirational Customer Dialogues
 
ESOMAR Qualitative 2012: MROC case with Air France / KLM
ESOMAR Qualitative 2012: MROC case with Air France / KLMESOMAR Qualitative 2012: MROC case with Air France / KLM
ESOMAR Qualitative 2012: MROC case with Air France / KLM
 
ESOMAR 3D - 'Create a Win-Win-Win'
ESOMAR 3D - 'Create a Win-Win-Win'ESOMAR 3D - 'Create a Win-Win-Win'
ESOMAR 3D - 'Create a Win-Win-Win'
 
Febelmar | Activation Studio pitch
Febelmar | Activation Studio pitchFebelmar | Activation Studio pitch
Febelmar | Activation Studio pitch
 
Dorel Activation Studio case
Dorel Activation Studio caseDorel Activation Studio case
Dorel Activation Studio case
 
Heineken: Designing the Club of Tomorrow
Heineken: Designing the Club of TomorrowHeineken: Designing the Club of Tomorrow
Heineken: Designing the Club of Tomorrow
 
ESOMAR CEE Forum: Always-on Research
ESOMAR CEE Forum: Always-on ResearchESOMAR CEE Forum: Always-on Research
ESOMAR CEE Forum: Always-on Research
 
Special Edition Communities Smartees
Special Edition Communities SmarteesSpecial Edition Communities Smartees
Special Edition Communities Smartees
 
Co-creating Concepts & Ideas
Co-creating Concepts & IdeasCo-creating Concepts & Ideas
Co-creating Concepts & Ideas
 
BAQMaR Conference 2012: The Next Level
BAQMaR Conference 2012: The Next LevelBAQMaR Conference 2012: The Next Level
BAQMaR Conference 2012: The Next Level
 

Similar to Synergizing Natural and Research Communities

Always-on Research via MROCs
Always-on Research via MROCsAlways-on Research via MROCs
Always-on Research via MROCsTom De Ruyck
 
Exploring the world of water - The conversation revolution: brands & people d...
Exploring the world of water - The conversation revolution: brands & people d...Exploring the world of water - The conversation revolution: brands & people d...
Exploring the world of water - The conversation revolution: brands & people d...InSites Consulting
 
Senior Citizens & Technical Communication
Senior Citizens & Technical CommunicationSenior Citizens & Technical Communication
Senior Citizens & Technical CommunicationThe Green Fire Agency
 
Using A Mixed Methods Approach
Using A Mixed Methods ApproachUsing A Mixed Methods Approach
Using A Mixed Methods ApproachDeb Birch
 
The Case for Social Consumer Insights
The Case for Social Consumer InsightsThe Case for Social Consumer Insights
The Case for Social Consumer InsightsBrandwatch
 
Sociological Research Methods – Group Research ProjectThe Ev.docx
Sociological Research Methods – Group Research ProjectThe Ev.docxSociological Research Methods – Group Research ProjectThe Ev.docx
Sociological Research Methods – Group Research ProjectThe Ev.docxjensgosney
 
Impact & Interaction: social media as part of communication strategy for rese...
Impact & Interaction: social media as part of communication strategy for rese...Impact & Interaction: social media as part of communication strategy for rese...
Impact & Interaction: social media as part of communication strategy for rese...Esther De Smet
 
Social media for health researchers
Social media for health researchersSocial media for health researchers
Social media for health researchersEsther De Smet
 
Montabone_c-Research_paper_fourthedition_27_03_2014
Montabone_c-Research_paper_fourthedition_27_03_2014Montabone_c-Research_paper_fourthedition_27_03_2014
Montabone_c-Research_paper_fourthedition_27_03_2014Luca Montabone
 
T3Methods for CBPRDoes CBPR add value to health r.docx
T3Methods for CBPRDoes CBPR add value to health r.docxT3Methods for CBPRDoes CBPR add value to health r.docx
T3Methods for CBPRDoes CBPR add value to health r.docxssuserf9c51d
 
Measuring User Influence in Twitter
Measuring User Influence in TwitterMeasuring User Influence in Twitter
Measuring User Influence in Twitteraugustodefranco .
 
Social Media- A tool for research
Social Media- A tool for researchSocial Media- A tool for research
Social Media- A tool for researchSahil Jain
 
Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...
Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...
Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...InSites Consulting
 
Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...
Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...
Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...gerogepatton
 
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...gerogepatton
 
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...ijaia
 

Similar to Synergizing Natural and Research Communities (20)

Always-on Research via MROCs
Always-on Research via MROCsAlways-on Research via MROCs
Always-on Research via MROCs
 
Always-on research
Always-on researchAlways-on research
Always-on research
 
Exploring the world of water - The conversation revolution: brands & people d...
Exploring the world of water - The conversation revolution: brands & people d...Exploring the world of water - The conversation revolution: brands & people d...
Exploring the world of water - The conversation revolution: brands & people d...
 
Senior Citizens & Technical Communication
Senior Citizens & Technical CommunicationSenior Citizens & Technical Communication
Senior Citizens & Technical Communication
 
Using A Mixed Methods Approach
Using A Mixed Methods ApproachUsing A Mixed Methods Approach
Using A Mixed Methods Approach
 
The Case for Social Consumer Insights
The Case for Social Consumer InsightsThe Case for Social Consumer Insights
The Case for Social Consumer Insights
 
re
rere
re
 
Research Proposal Writing
Research Proposal Writing Research Proposal Writing
Research Proposal Writing
 
Sociological Research Methods – Group Research ProjectThe Ev.docx
Sociological Research Methods – Group Research ProjectThe Ev.docxSociological Research Methods – Group Research ProjectThe Ev.docx
Sociological Research Methods – Group Research ProjectThe Ev.docx
 
Impact & Interaction: social media as part of communication strategy for rese...
Impact & Interaction: social media as part of communication strategy for rese...Impact & Interaction: social media as part of communication strategy for rese...
Impact & Interaction: social media as part of communication strategy for rese...
 
Social media for health researchers
Social media for health researchersSocial media for health researchers
Social media for health researchers
 
SMAG Evaluation
SMAG EvaluationSMAG Evaluation
SMAG Evaluation
 
Montabone_c-Research_paper_fourthedition_27_03_2014
Montabone_c-Research_paper_fourthedition_27_03_2014Montabone_c-Research_paper_fourthedition_27_03_2014
Montabone_c-Research_paper_fourthedition_27_03_2014
 
T3Methods for CBPRDoes CBPR add value to health r.docx
T3Methods for CBPRDoes CBPR add value to health r.docxT3Methods for CBPRDoes CBPR add value to health r.docx
T3Methods for CBPRDoes CBPR add value to health r.docx
 
Measuring User Influence in Twitter
Measuring User Influence in TwitterMeasuring User Influence in Twitter
Measuring User Influence in Twitter
 
Social Media- A tool for research
Social Media- A tool for researchSocial Media- A tool for research
Social Media- A tool for research
 
Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...
Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...
Think Big and Connect to the Max: How Pepsico (re)connected the Ruffles brand...
 
Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...
Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...
Novel Machine Learning Algorithms for Centrality and Cliques Detection in You...
 
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
 
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
NOVEL MACHINE LEARNING ALGORITHMS FOR CENTRALITY AND CLIQUES DETECTION IN YOU...
 

More from Tom De Ruyck

Digital Collaboration in Times of Crisis
Digital Collaboration in Times of CrisisDigital Collaboration in Times of Crisis
Digital Collaboration in Times of CrisisTom De Ruyck
 
Digital Employee Collaboration in Times of Crisis
Digital Employee Collaboration in Times of CrisisDigital Employee Collaboration in Times of Crisis
Digital Employee Collaboration in Times of CrisisTom De Ruyck
 
Creative Crowdsourcing
Creative CrowdsourcingCreative Crowdsourcing
Creative CrowdsourcingTom De Ruyck
 
Blinded by Technology?
Blinded by Technology?Blinded by Technology?
Blinded by Technology?Tom De Ruyck
 
Adapting Research Methods
Adapting Research MethodsAdapting Research Methods
Adapting Research MethodsTom De Ruyck
 
The Role of VR in Insight Activation
The Role of VR in Insight ActivationThe Role of VR in Insight Activation
The Role of VR in Insight ActivationTom De Ruyck
 
Impact is the new name of the game - Turning insights into action
Impact is the new name of the game - Turning insights into actionImpact is the new name of the game - Turning insights into action
Impact is the new name of the game - Turning insights into actionTom De Ruyck
 
360 Degree Innovation
360 Degree Innovation360 Degree Innovation
360 Degree InnovationTom De Ruyck
 
Bringing back the EDGE in marketing (research)
Bringing back the EDGE in marketing (research)Bringing back the EDGE in marketing (research)
Bringing back the EDGE in marketing (research)Tom De Ruyck
 
Bringing an EDGE with Market Research & Insights
Bringing an EDGE with Market Research & InsightsBringing an EDGE with Market Research & Insights
Bringing an EDGE with Market Research & InsightsTom De Ruyck
 
From Hype to Reality: AI in Market Research
From Hype to Reality: AI in Market Research From Hype to Reality: AI in Market Research
From Hype to Reality: AI in Market Research Tom De Ruyck
 
Have we lost our EDGE?
Have we lost our EDGE? Have we lost our EDGE?
Have we lost our EDGE? Tom De Ruyck
 
AI in MR: Hype or Reality
AI in MR: Hype or Reality AI in MR: Hype or Reality
AI in MR: Hype or Reality Tom De Ruyck
 
Trends in the German Research Industry
Trends in the German Research Industry Trends in the German Research Industry
Trends in the German Research Industry Tom De Ruyck
 
Taking Research Forward
Taking Research ForwardTaking Research Forward
Taking Research ForwardTom De Ruyck
 
Interview with Anda Marketing Magazine, Peru
Interview with Anda Marketing Magazine, PeruInterview with Anda Marketing Magazine, Peru
Interview with Anda Marketing Magazine, PeruTom De Ruyck
 
Reconnecting Marketers with Consumers
Reconnecting Marketers with ConsumersReconnecting Marketers with Consumers
Reconnecting Marketers with ConsumersTom De Ruyck
 
WebTomorrow Keynote
WebTomorrow Keynote WebTomorrow Keynote
WebTomorrow Keynote Tom De Ruyck
 
Welcome to the Age of Relevance
Welcome to the Age of RelevanceWelcome to the Age of Relevance
Welcome to the Age of RelevanceTom De Ruyck
 
Insight Activation Maturity #updatedversion
Insight Activation Maturity #updatedversionInsight Activation Maturity #updatedversion
Insight Activation Maturity #updatedversionTom De Ruyck
 

More from Tom De Ruyck (20)

Digital Collaboration in Times of Crisis
Digital Collaboration in Times of CrisisDigital Collaboration in Times of Crisis
Digital Collaboration in Times of Crisis
 
Digital Employee Collaboration in Times of Crisis
Digital Employee Collaboration in Times of CrisisDigital Employee Collaboration in Times of Crisis
Digital Employee Collaboration in Times of Crisis
 
Creative Crowdsourcing
Creative CrowdsourcingCreative Crowdsourcing
Creative Crowdsourcing
 
Blinded by Technology?
Blinded by Technology?Blinded by Technology?
Blinded by Technology?
 
Adapting Research Methods
Adapting Research MethodsAdapting Research Methods
Adapting Research Methods
 
The Role of VR in Insight Activation
The Role of VR in Insight ActivationThe Role of VR in Insight Activation
The Role of VR in Insight Activation
 
Impact is the new name of the game - Turning insights into action
Impact is the new name of the game - Turning insights into actionImpact is the new name of the game - Turning insights into action
Impact is the new name of the game - Turning insights into action
 
360 Degree Innovation
360 Degree Innovation360 Degree Innovation
360 Degree Innovation
 
Bringing back the EDGE in marketing (research)
Bringing back the EDGE in marketing (research)Bringing back the EDGE in marketing (research)
Bringing back the EDGE in marketing (research)
 
Bringing an EDGE with Market Research & Insights
Bringing an EDGE with Market Research & InsightsBringing an EDGE with Market Research & Insights
Bringing an EDGE with Market Research & Insights
 
From Hype to Reality: AI in Market Research
From Hype to Reality: AI in Market Research From Hype to Reality: AI in Market Research
From Hype to Reality: AI in Market Research
 
Have we lost our EDGE?
Have we lost our EDGE? Have we lost our EDGE?
Have we lost our EDGE?
 
AI in MR: Hype or Reality
AI in MR: Hype or Reality AI in MR: Hype or Reality
AI in MR: Hype or Reality
 
Trends in the German Research Industry
Trends in the German Research Industry Trends in the German Research Industry
Trends in the German Research Industry
 
Taking Research Forward
Taking Research ForwardTaking Research Forward
Taking Research Forward
 
Interview with Anda Marketing Magazine, Peru
Interview with Anda Marketing Magazine, PeruInterview with Anda Marketing Magazine, Peru
Interview with Anda Marketing Magazine, Peru
 
Reconnecting Marketers with Consumers
Reconnecting Marketers with ConsumersReconnecting Marketers with Consumers
Reconnecting Marketers with Consumers
 
WebTomorrow Keynote
WebTomorrow Keynote WebTomorrow Keynote
WebTomorrow Keynote
 
Welcome to the Age of Relevance
Welcome to the Age of RelevanceWelcome to the Age of Relevance
Welcome to the Age of Relevance
 
Insight Activation Maturity #updatedversion
Insight Activation Maturity #updatedversionInsight Activation Maturity #updatedversion
Insight Activation Maturity #updatedversion
 

Recently uploaded

Effective Strategies for Maximizing Your Profit When Selling Gold Jewelry
Effective Strategies for Maximizing Your Profit When Selling Gold JewelryEffective Strategies for Maximizing Your Profit When Selling Gold Jewelry
Effective Strategies for Maximizing Your Profit When Selling Gold JewelryWhittensFineJewelry1
 
WSMM Technology February.March Newsletter_vF.pdf
WSMM Technology February.March Newsletter_vF.pdfWSMM Technology February.March Newsletter_vF.pdf
WSMM Technology February.March Newsletter_vF.pdfJamesConcepcion7
 
Planetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in LifePlanetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in LifeBhavana Pujan Kendra
 
Psychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh JiPsychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh Jiastral oracle
 
Pitch Deck Teardown: Xpanceo's $40M Seed deck
Pitch Deck Teardown: Xpanceo's $40M Seed deckPitch Deck Teardown: Xpanceo's $40M Seed deck
Pitch Deck Teardown: Xpanceo's $40M Seed deckHajeJanKamps
 
digital marketing , introduction of digital marketing
digital marketing , introduction of digital marketingdigital marketing , introduction of digital marketing
digital marketing , introduction of digital marketingrajputmeenakshi733
 
Healthcare Feb. & Mar. Healthcare Newsletter
Healthcare Feb. & Mar. Healthcare NewsletterHealthcare Feb. & Mar. Healthcare Newsletter
Healthcare Feb. & Mar. Healthcare NewsletterJamesConcepcion7
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...ssuserf63bd7
 
NAB Show Exhibitor List 2024 - Exhibitors Data
NAB Show Exhibitor List 2024 - Exhibitors DataNAB Show Exhibitor List 2024 - Exhibitors Data
NAB Show Exhibitor List 2024 - Exhibitors DataExhibitors Data
 
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdfGUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdfDanny Diep To
 
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptxThe-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptxmbikashkanyari
 
Environmental Impact Of Rotary Screw Compressors
Environmental Impact Of Rotary Screw CompressorsEnvironmental Impact Of Rotary Screw Compressors
Environmental Impact Of Rotary Screw Compressorselgieurope
 
Data Analytics Strategy Toolkit and Templates
Data Analytics Strategy Toolkit and TemplatesData Analytics Strategy Toolkit and Templates
Data Analytics Strategy Toolkit and TemplatesAurelien Domont, MBA
 
Darshan Hiranandani [News About Next CEO].pdf
Darshan Hiranandani [News About Next CEO].pdfDarshan Hiranandani [News About Next CEO].pdf
Darshan Hiranandani [News About Next CEO].pdfShashank Mehta
 
Driving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon HarmerDriving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon HarmerAggregage
 
Unveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic ExperiencesUnveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic ExperiencesDoe Paoro
 
PSCC - Capability Statement Presentation
PSCC - Capability Statement PresentationPSCC - Capability Statement Presentation
PSCC - Capability Statement PresentationAnamaria Contreras
 
Onemonitar Android Spy App Features: Explore Advanced Monitoring Capabilities
Onemonitar Android Spy App Features: Explore Advanced Monitoring CapabilitiesOnemonitar Android Spy App Features: Explore Advanced Monitoring Capabilities
Onemonitar Android Spy App Features: Explore Advanced Monitoring CapabilitiesOne Monitar
 

Recently uploaded (20)

Effective Strategies for Maximizing Your Profit When Selling Gold Jewelry
Effective Strategies for Maximizing Your Profit When Selling Gold JewelryEffective Strategies for Maximizing Your Profit When Selling Gold Jewelry
Effective Strategies for Maximizing Your Profit When Selling Gold Jewelry
 
WSMM Technology February.March Newsletter_vF.pdf
WSMM Technology February.March Newsletter_vF.pdfWSMM Technology February.March Newsletter_vF.pdf
WSMM Technology February.March Newsletter_vF.pdf
 
Planetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in LifePlanetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in Life
 
Psychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh JiPsychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh Ji
 
The Bizz Quiz-E-Summit-E-Cell-IITPatna.pptx
The Bizz Quiz-E-Summit-E-Cell-IITPatna.pptxThe Bizz Quiz-E-Summit-E-Cell-IITPatna.pptx
The Bizz Quiz-E-Summit-E-Cell-IITPatna.pptx
 
Pitch Deck Teardown: Xpanceo's $40M Seed deck
Pitch Deck Teardown: Xpanceo's $40M Seed deckPitch Deck Teardown: Xpanceo's $40M Seed deck
Pitch Deck Teardown: Xpanceo's $40M Seed deck
 
digital marketing , introduction of digital marketing
digital marketing , introduction of digital marketingdigital marketing , introduction of digital marketing
digital marketing , introduction of digital marketing
 
Healthcare Feb. & Mar. Healthcare Newsletter
Healthcare Feb. & Mar. Healthcare NewsletterHealthcare Feb. & Mar. Healthcare Newsletter
Healthcare Feb. & Mar. Healthcare Newsletter
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
 
NAB Show Exhibitor List 2024 - Exhibitors Data
NAB Show Exhibitor List 2024 - Exhibitors DataNAB Show Exhibitor List 2024 - Exhibitors Data
NAB Show Exhibitor List 2024 - Exhibitors Data
 
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdfGUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
 
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptxThe-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
 
WAM Corporate Presentation April 12 2024.pdf
WAM Corporate Presentation April 12 2024.pdfWAM Corporate Presentation April 12 2024.pdf
WAM Corporate Presentation April 12 2024.pdf
 
Environmental Impact Of Rotary Screw Compressors
Environmental Impact Of Rotary Screw CompressorsEnvironmental Impact Of Rotary Screw Compressors
Environmental Impact Of Rotary Screw Compressors
 
Data Analytics Strategy Toolkit and Templates
Data Analytics Strategy Toolkit and TemplatesData Analytics Strategy Toolkit and Templates
Data Analytics Strategy Toolkit and Templates
 
Darshan Hiranandani [News About Next CEO].pdf
Darshan Hiranandani [News About Next CEO].pdfDarshan Hiranandani [News About Next CEO].pdf
Darshan Hiranandani [News About Next CEO].pdf
 
Driving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon HarmerDriving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon Harmer
 
Unveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic ExperiencesUnveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic Experiences
 
PSCC - Capability Statement Presentation
PSCC - Capability Statement PresentationPSCC - Capability Statement Presentation
PSCC - Capability Statement Presentation
 
Onemonitar Android Spy App Features: Explore Advanced Monitoring Capabilities
Onemonitar Android Spy App Features: Explore Advanced Monitoring CapabilitiesOnemonitar Android Spy App Features: Explore Advanced Monitoring Capabilities
Onemonitar Android Spy App Features: Explore Advanced Monitoring Capabilities
 

Synergizing Natural and Research Communities

  • 1.
  • 2. Research panels are under a lot of pressure: for far too long we have treated panels as ordinary databases. As a result, response rates to traditional surveys are in decline and it becomes harder to motivate people to participate in research projects. As What to expect? researchers, we have to look into alternatives that still allow us to learn about the attitudes and behavior of consumers. Thanks to the rise of social media, a whole new stream of consumer information has become available and our industry is embracing it as the new Walhalla. By using methods such as ‘social media netnography’ in which online conversations and stories are observed, researchers learn from online sources of textual and visual information that are freely available (Verhaeghe, Van den Berge, Schillewaert, 2009). Instead of asking new input from research participants, existing information is recycled. Because consumers are free to talk about whatever they like, social media netnography does not only provide answers on research questions one already had, but it also gives answers to questions they did not ask and answers without asking questions. User-generated content is a welcome new source of information for researchers. But unlike our research panels, we should treat this new ecosystem with caution and preserve it while we still can. We need to learn from the past when we experiment with new ways of doing research.
  • 4. In market research projects, there are three important stakeholders: the research agency, the client and the consumer / research participant. Our objective in this paper is to explore how we can sustainably use the ecosystem of social media for research. We explore if we can create a ‘win-win-win’ situation and interact between all agents, so that the combined effect is greater than the sum of the individual effects.
  • 5. The research agency The value of a new research methodology for Especially in terms of recruitment, research researchers can be assessed on 3 dimensions. agencies could potentially benefit from The method should make things more natural communities. One of the key factors for efficient, lead to better and richer the success of a research community is information to be used to answer the identification with the topic or brand that hosts the research question or it should reveal new community. Because natural communities are insights that cannot be discovered before. centered on a common interest, we could be more (De Ruyck et al, 2009). Both social media netnography and research communities stand the test. When combining both methodologies, researchers could go one step further by investigating the synergies between the two methods and triangulate findings. efficient in attracting participants to the research community. This recruitment can be organized in different ways: just posting the invitation to the research community, by asking the community owner to contact community members directly.
  • 6. The research agency Using social media for the recruitment of research communities is also beneficial at another level. The success of the research community depends on the number of answers on a specific research question. Therefore, we typically foresee a kick-off session through an online discussion group (in smaller groups) as a warming-up phase (De Ruyck, Schillewaert & Caudron, 2008). The advantage to recruiting people from a specific social media source is that there already is a natural bond and identification with the research topic (Sweeney & Web, 2007). We suppose that these participants will therefore be more active in the research community. Moreover, because of their natural bond and the trusted relationship, this may stimulate them to talk more freely, which could lead to richer insights.
  • 7. The client Companies are embracing social media; and research departments did not stay behind. Social media netnography has proven to be an excellent tool for insight generation, assessing online brand health, measuring communication effectiveness and learning more about customer experiences. It is a true listening tool that often reveals answers to questions one did not have. Still, social media netnography cannot answer all questions and has its limitations. It is limited to what consumers spontaneously share. It does not allow testing new concepts like products or campaigns. Because of the focus on conversations rather than on participants, it is difficult to generalize the findings of social media netnography to a more representative population. Ideally, social media netnography is thus complemented by other types of research which take these limitations into account and still maintain the listening approach.
  • 8. The client A popular and engaging way to get connected with contemporary consumers is via ‘research communities’, the research equivalent of natural communities. Both community types are similar in being asynchronous, centered around a common interest about a certain topic and the fact that social dynamics play a role (De Ruyck, Schillewaert & Caudron, 2008). While we know that the latter requires a period of accommodation and adequate moderation, people start having a certain ‘community feeling’ and as a result discuss more freely, openly and frequently. The advantage of research communities for clients is that they can be geared in specific directions. In addition, clients can also join the conversation in research communities with a lower chance of hurting their commercial relationships. Because of such similarities, research communities can be the ideal methodology to fill in the blind spots from what we learn via social media netnography.
  • 9. The research participant When conducting social media netnography, the A first important notion goes back to the concept of unit of analysis is the conversation rather than the informed consent in research. Unlike in other types of participant. We collect a number of online research, consumers do not explicitly subscribe to conversations on a certain topic and we analyze social media netnography. Still, they do share their and summarize their content. This does not mean that individuals are not research participants. True, the research participant did not explicitly opt in for the research project. They are more anonymous than in traditional research in the sense that we content on a public domain such as the Internet, a source that has been used for secondary research since its origin. The central question here is if people are aware that their data often do not even have basic demographic can be observed for research information. We depend on the information people purposes. Would they still spontaneously share about their identity, to provide share information if they knew? us with a basic idea on the sample characteristics. So what is the sustainability of Still, we are using their content in a way and the question is how can we respect the needs of this ‘invisible’ research participant? this new research ecosystem?
  • 10. The research participant Recently there has been a focus achieve this by feeding back results. By adding a research on creating more equality To the best of our knowledge such community, we try to continue between researcher and practices in social media netnography participant (Comley, 2006). An have not yet been applied. It could important component in this however be an element in making mutual relationship is giving back to research participants. social media netnography also a the conversation naturally, without harming the natural interactions. Furthermore, we valuable experience for research should adapt our communication participants. style as much as possible to the In traditional research, we try to customer vocabulary and style. As As pointed out before, one of the client researchers, we do not always needs is to conduct complementary speak the same language as our research in order to tackle research participants. By using unanswered questions. We can their wording, respondents could recycle existing information through feel more at ease. social media netnography, but still need to ask specific questions.
  • 12. We set up a research design which incorporates all elements to assess how we can create a ‘win-win-win’ relationship and synergize social media and research communities. In line with what we discussed in the previous pages, our research design was threefold: (1) a research community with members of a natural community, (2) a benchmarking of the research community with natural members against communities with generally recruited participants and (3) a survey among social media users to assess their attitudes towards social media and market research.
  • 13. A. Research community with natural members The combination of social media netnography and research communities was explicitly tested in cooperation with DANONE (Nutricia) Global R&D. DANONE is active in the market of infant feeding. In order to improve their product offering, there was a need to better understand the concerns mothers experience when feeding their baby. The study for Danone was conducted in several steps: 1 In a first step, we conducted social media The conversations were analyzed by netnography. During the universe applying the augmented research model for detection, we searched for online conversations on infant feeding. Those conversations were collected with the aid of web scraping technology and cleaning duplicates and spam. In total we collected over 100,000 conversations in English on .co.uk websites from 2009-2010. observational research (Verhaeghe, Van den Berge, Schillewaert, 2009). By conducting social media netnography first, we wanted to avoid asking explicit questions to which the answers already existed. Moreover, it gave the opportunity to put topics for further analyses on the community research table.
  • 14. A. Research community with natural members 2 In a second step, we set up a research community with mothers. The aim of this community was to ask more specific questions on the physical characteristics of infant feeding. Danone also wanted feedback on a specific product idea – which for obvious reasons could not be found in natural communities. Recruitment. For the recruitment of the community members, we identified different social media sources from the previous netnography study and searched for a source which had sufficient posts on infant feeding and would allow us to recruit research participants. The community owner of babycentre.co.uk was approached and with their help we recruited 80 mothers for our research community. We ensured (via screening) that all mothers sufficiently visited babycentre.co.uk so they could have some kind of social bond and a common interest.
  • 15. A. Research community with natural members Conversation guide. In order to make the young mums feel at ease in the research community, we wanted to investigate the Example of consumer language effect of adapting our language as much as Dear mums, possible to the natural consumer vocabulary on babycentre.co.uk. The community was divided in two identical parallel groups. In group one, we asked the questions in a typical, more neutral research language, whereas in the other group we used the typical communication style used by mothers on babycentre.co.uk (i.e. their own ‘slang’). Lots of online chats are about the amount of milk. Some mums share tips and tricks about bf and ff. While some are convinced it’s better to feed on fixed times, other mums are firm believers of feeding on demand (when your LO ‘asks’ for it by for example start crying). -What is your opinion on feeding time and duration? -Which approach is better for your LO? Therefore, we made a dictionary of commonly used terms and phrases in the natural community that could be used to set up the conversation guide for the second group in the community. Thank you, Anouk, your moderator
  • 16. A. Research community with natural members Typically, as researchers, we try to formulate our questions as neutrally as possible. However, we found out that posts on baby.centre.co.uk were much more emotional and illustrative. Especially posts that generated a lot of conversations contained a lot of emotional wordings. In order to incorporate this emotionality in the research community, we reused quotes from babycentre.co.uk to illustrate certain questions. As such we wanted to assess if such wordings generated more and better output. We also found the average post length of a successful post on babycentre.co.uk was significantly shorter than the normal post length in topic guides. As a result, we tried to respect this suitable length and did not use long question posts. Feedback before research. We started the research community by feeding back a summary of the results of the social media netnography. The aim of this phase was twofold: on the one hand, we wanted to make sure that every community member knew that we observed their comments on the natural platform for research purposes. Secondly, we also wanted to give something back by providing them with a useful summary of the netnography study. At all times the community members could react on the social media netnography as a method as well as on the findings. After the feedback phase, we started the discussion phase where we discussed the remaining research questions. The community ran for 3 weeks. At the end all participants completed a satisfaction survey.
  • 17. B. Benchmark the community performance To benchmark the effectiveness of recruiting community members via natural resources, we compared the community KPIs from the Danone community with the KPIs from previous research communities we conducted. We assessed: number of participant posts, identification with the community, general satisfaction, perceived informational benefits, social benefits, cognitive efforts and time investments (Ludwig, De Ruyck, Schillewaert, 2010). We compared these KPIs for the Danone community with those of two totally different communities: one in which the participants were recruited from a customer database and one where we made use of a mixture of sourcing techniques (panel, social network and site intercept recruitment).
  • 18. C. Survey on attitudes towards social media In order to better understand the customer perspective on using social media for research, we conducted a quantitative study among 500 social media users in the UK. We made sure that our sample existed out of both passive and active contributors on a different set of social media sources, such as blogs, micro blogs, forums, social networks, video and picture commenting websites and review sites. We presented concept boards on how research agencies may use social media. Each concept stressed different ‘reasons why’ such research is conducted. After seeing these ‘reason why’ concepts, participants rated the attractiveness of each.
  • 19. C. Survey on attitudes towards social media  In a first concept, we wanted to share the  Next, we presented two important reasons idea of the ‘research ecosystem’ with the why clients find social media netnography consumers. This refers to research as a useful. We presented the idea of insight harmonic system and mainly stresses a generation and branding and product connected relationship which is beneficial to evaluation. These concepts stress the learning both ‘agency’ and ‘client’. connections between ‘client’ and ‘participant’. Concept 1: research ecosystem Companies want to find out what is important to their customers, so they typically ask them questions in online surveys. Because they have so many questions, these surveys can be rather time-consuming to fill in. An alternative source of information could be social media. Companies could listen to what people are saying about a topic on social media and use this information to answer many of their questions. This would allow them to focus only on the unanswered questions in shorter surveys. Concept 2: customer understanding Companies want to find out what is important to consumers because it is sometimes difficult to know what these needs are. Since consumers are free to talk on social media platforms about products or services, companies could read what their consumers are saying online about their product or brand. By doing so they would learn more about what consumers find important.
  • 20. C. Survey on attitudes towards social media  Finally, we also asked consumers to share  Next to the research concepts, we also asked the idea of giving feedback after them to what extent they were aware that conducting social media netnography. This their user-generated content could be concept relates to “giving back” to ‘participants’ used by companies. from ‘research agencies’. Concept 3: product and brand feedback Concept 4: feedback Many conversations on social media mention specific brands and products. Companies are eager to learn more about what people are saying about them online. By following these online conversations, they can learn more about their strengths and weaknesses and act upon what they learn. In order to better understand consumer needs, companies follow conversations on social media. Based on their observations, they summarize the most important topics which are mentioned. These summaries are made publicly available for anyone who wants to know about the discussions that have taken place on a specific theme.
  • 21. Results We discuss the outcomes of our approach by means of the three connected research relationships
  • 22. The main goal for Danone was to better understand how mothers experience infant feeding. The combination of social media netnography and research community matched their expectations. A happy immersed client Social media netnography was mainly valued as a listening platform where marketers and market researchers at Danone could learn more about the customer perspective. Because mothers were free to discuss what they wanted in natural communities, topics which Danone did not expect were addressed upfront. For example, “temperature” and “flow of the milk” were two topics that were heavily debated online.
  • 23. The high amount of posts on these topics was striking for Danone. Another unexpected output from the netnography was that it helped Danone to get more insights in the consumer vocabulary and natural language of mothers when they talk about infant feeding. The dictionary that resulted from the text analytics was perceived as a handy instrument communication. for future
  • 24. The research community gave Danone the In general, the research solution helped opportunity to ask more in-depth questions on the Danone topics that popped up during the netnography. Danone added additional topics that were of special interest to them. For example: Danone to better connect with their consumers. Through the netnography and community, Danone could better ‘feel’ the wanted to gain more insights into what mothers customer in a more efficient way: marketers were thinking of the characteristics of milk. They could be involved from behind their desk in an could also ask consumers’ opinion about a unobtrusive way. The synergy between netnography confidential product idea. Finally, the research and research communities provides opportunity for community spontaneous ‘live’ contact without additional time investments. feedback straight from Danone’s target group. Moreover, because of the combined approach, the The interesting things were that the results research process was prolonged which made it allowed us to get from the netnography could be interpreted within the right context and the additional possible to involve more people from the marketing teams and R&D teams in the project. The longer research process as such stimulated internal debate information needs where reflected upon by and interaction about the project as well as richer people who naturally talk about them. insights.
  • 25. Several aspects of our research design allowed us to take the research participant’s perspective. In terms of inform consent, we asked users of social Mixed and indifferent feelings for research participants media to what extent they were aware that their usergenerated-content was observed by researchers. About 6 out of 10 consumers indicated being aware of the fact that companies read their contributions on social media. 2 out of 10 mentioned they were unaware that this happens. This was in line with our experience in the Danone case study. In this study, we explicitly mentioned to the community members that we had observed their posts on the natural community babycentre.co.uk for research purposes. Not a single community member reacted on the fact that we observed them. While we expected we might get the one or the other strong reaction, it seemed they were neither critical nor enthusiastic.
  • 26.
  • 27. Even providing a useful summary of the results of About half of the respondents were neutral on the our study on a subject of their natural interest was concepts. In terms of appeal, the concept of not applauded. It helped as a trigger for the customer discussion as participants picked on the content Consumers do not really consider social media of the topics, but the mere act of sharing platforms to be a harmonic system and do not seem information itself was not talked about at all. to care about us giving back. Hence, our results Admittedly we have to say these participants seem agreed to participate outside of their comfort zone researchers can do to make social media and and may therefore be less critical as well. In the quantitative study, we also asked research participants’ feedback on the different concepts on using user-generated-content for research. Again the neutral and thus indifferent attitude was striking. to research understanding indicate an that exciting was most favored. there is not much experience. Either consumers do not care or they do not understand things the way our industry does. On the other hand the resistance against combining research and social media is not huge and consistently lower than the appeal.
  • 28.
  • 29. We also assessed and The perceived time costs and cognitive efforts satisfaction of the members in the research participants feel they have to invest are lower for community. The significantly the performance general higher is those who are used to participate in discussions on Danone a natural community about the topic. On the other satisfaction on the community of which the members were recruited from a natural community (7.8/10 hand perceived social and informational benefits gained out of community participation compared to 7.1/10 for the other two). We also are lowest in the Danone community. This can took into account other objective KPIs as be explained by the fact that they are used to identification interaction on the natural platform which is purely satisfaction, with the perceived community, general informational benefits, focused on generating these benefits for its time members. Little, if nothing, is still new or surprising investments. These variables were identified in a to them. Nevertheless, the overall satisfaction within previous study together with the University of the community was quite high. We believe that this Maastricht (Ludwig, De Ruyck and Schillewaert; is due to the fact that we adhered to a number of 2010) as having an effect on on-topic posting as basic requirements in running the community, e.g. described in Table 1. Again we compared the giving feedback about the netnography study, scores of the Danone community with those of the providing a social and off-research topic discussion other cases. area. social benefits, cognitive efforts and
  • 30. Recruitment method Effect on ontopic posting Danone Community A mixed method Community B client dbase Informational benefit Product-related learning, i.e. a better understanding and knowledge about products, their underlying technologies and their usage Positive 5.2 6.4 6.4 Social benefit Benefits deriving from the social and relational ties that develop over time among the participating entities Negative 4.8 5.1 5.3 Cognitive effort The necessary effort to consider one alternative over another and come to a satisfactory decision 4.6 6.5 6.1 4.7 5.9 6 Value-based drivers Time cost The time invested Negative Negative Table 1 – Community KPIs Danone community and benchmarks
  • 31. A second action for making the community a joyful The conclusion is that we can just be ourselves experience for research participants is adapting as a researcher/community moderator as our communication style to their natural participants do not expect us to connect at their level language. The rationale was that we wanted to and/or we have achieved good moderation styles. Of make consumers feel more at ease in the course, one needs to make sure as a moderator that research community. the language is understandable by all the research Neither in general satisfaction with the research members, but it is not necessary to take over their project, nor in what has been said by the language. Next to that, your communication style participants, we observed striking differences should be friendly and generate trust between you, between our two test cells. We also checked if the the participants and the goals of the research adapted communication style was reflected in community. behavioral measures. We did not find any major differences in the number of posts and the length of the posts, between the two groups within the Danone community.
  • 32. Happy researchers and community moderators As an agency, we were satisfied with both the netnography and the research community. Combining natural and research communities helped us mainly to improve informational and automatic level: on the
  • 33.  The synergy was beneficial in terms of recruitment. As we first recycled data through social media netnography, we could limit the number of questions to ask in the research community. The speed of recruiting very specific profiles, such as young mums with children of maximum 12 months old, is much faster if one can identify the exact platform where the action is. It took us merely 10 days to recruit 80 mums while other recruitment channels would at least demand double the time, not even taking into account panel pressure.  On top of that, working together with a party like babycentre.co.uk, which is very well connected with members of that specific target group, enhances participation rates once recruited. The analysis of the post frequency per week per community member shows that the Danone community had higher averages than the other two communities we benchmarked with. An in-depth analysis showed that this was mainly due to the fact that the social corner participation was more than twice so successful in comparison with the benchmarks. This finding is a bit in contrast with the low score of perceived social benefits for the Danone community. One potential reason could be that members of natural community have higher standards on social benefits than other consumers, because they are experiencing the social bonding on a daily base in their natural community.
  • 34. For researchers, the social corner topics are of great value for insight generation. By studying what mothers share with each other spontaneously, we can discover unexpected insights. In a sense, we were truly able to mimic natural community dynamics: the social corner allowed us to listen bottom-up to the mothers’ concerns just like we do in social media netnography.
  • 35.  The synergy was also very helpful for the community moderator. In terms of warming-up, the moderator had the feeling that the community members recruited on existing social platform headed off more quickly on the research community. The netnography helped them also to increase their understanding of infant feeding and increased moderators’ self confidence. First of all, they were able to write a more complete and comprehensive topic guide. As researchers, one is biased by his own perspective and knowledge when setting up question. The increased knowledge on infant feeding also allowed the moderator to talk on a more equal level with the mothers. In the topic guide, we could address what we already knew and ask for the missing information. As such, the combination of the two methodologies allowed us to collect more in-depth information.
  • 37. In market research, we are constantly looking for innovative methods to better understand customer recruiting research participants from the natural communities. The client got answers to behavior. Such innovation needs to happen with respect for its stakeholders. In this paper, we aimed at investigating how we can create a ‘win-win-win situation’ for all stakeholders. Overall, we were able to satisfy the client and researcher needs. Combining his (branded and confidential) questions and to questions he did not have to ask. Moreover, the design allowed marketers and researchers to better connect with their consumer, to really ‘feel’ them. Of course, further improvements are still netnography with a research community was clearly beneficial. The researcher created synergies by possible. For example, the longer research process and timelines allowed an increased interaction with other departments at Danone. It would have been more beneficial if we could have involved all teams from the beginning so they were even more aware of this opportunity to connect with consumers. For the researcher, creating synergies between natural and research communities did not lead to shocking advantages at the transformational level. We believe that in future research, we could improve this by combining the information on a user-level.
  • 38. Maybe we can find new insights by connecting The majority of them were also neutral towards the what a certain user says on a research topic with different concepts (to leverage social media for his opinions on the social corner. All community members were also active on the natural community babycentre.co.uk. Maybe in the future we can also enrich the research data with spontaneous information they provide in that natural community. Connecting the dots seems the way forward. The results for the research participants lead to other research) that we presented. Adapting our communication to their language and style did not matter either. It seemed like they did not care. So, is there something that we can do for research participants that is valuable for them? In our quantitative study we also added some concepts on companies joining the conversation. As researchers, we only use user-generated conclusions. Our actions to fulfill the research content for observation. We should however participants’ needs did not harm, but also did not lead to look further than pure research. any significant advantages. It seems that the majority of the consumers are aware that their contributions can be Other departments in companies use social media observed by companies. When also testing this in a real for other purposes than insights and learning. life case, we did not receive any critical reactions. Marketers can join the conversations for branding for example. Online buzz is becoming increasingly more important as a KPI in advertising and communication.
  • 39. CRM departments deal with the unsolicited feedback on social media – social CRM. In so called ‘Social Sales’, sales representatives try to identify potential customers and influence them in their decision making process. We wanted to find out what consumers expect from companies in terms of social media and user-generated-content in general. The number 1 winner in terms of joining the conversation was ‘Social CRM’ or even ‘socially responsible CRM’. Among 5 concepts (e.g. social sales, social CRM, information sharing, advertising, branding), consumers find the following concept the most appealing in terms of what companies can offer them on social media: Concept 5: social CRM You express your dissatisfaction with a product or service on social media. This conversation is picked up by an employee of the company that provides the product or service. This person contacts you to solve your problem.
  • 40. 45% of the social media users claimed that if they he admitted that there had probably been a mistake would express a problem on social media with a and promised that Rabobank would look into the product or brand, it would be appealing to them that companies help them out, join their problem and correct the interest rates. As a result of his interaction, the tonality of the conversations changed: consumers were no longer bashing on conversation and target them individually. Rabobank, but praised the pro-active attitude (Van A good example of what social CRM means is the case Belleghem, 2009). The example clearly illustrates of Rabobank. Rabobank is an online bank active in the what social CRM could mean for consumers. In Dutch and Belgian markets. As every bank, at the end terms of doing something back for the invisible of the year, they reward their loyal customers with their research participant on social media, this could be annual interest. the future. It could add a CSR aspect to our existing ‘research house’. However, at the end of 2009, they made a small mistake in the calculation of this interest. The empowered consumer took action and the mistake was heavily discussed on social media on New Year’s morning. The marketing manager from Rabobank picked up on the discussion over the course of New Year’s day and addressed the crowd the same day:
  • 41. Taking action in the field of social CRM leads to a paradox and tension for market researchers. On the one hand, ethical guidelines determine researchers cannot engage in marketing related activities. Results should always be reported on an aggregated level and we cannot contact research participants after the research for other purposes unless they gave their consent upfront. On the other hand, a significant part of the consumers explicitly expects companies to join the conversation if they have a problem with their product or brand. It seems that what consumers want, we cannot or must not provide. Consumers want to interact in specific occasions (e.g. help them solve problems, but not for selling). Hence, there is a need for skills to discriminate between consumer conversations which report product or service problems from conversations that just mention a brand or product. While currently this may be a problem from the perspective of our industry guidelines, researchers and analysts are professionals who can probably make that distinction best. Besides, the methods for doing so become available such as social media netnography and analysis techniques like text analytics. The danger may be that if we do not leverage those skills, that companies will react on conversations inappropriately (e.g. bad timing, wrong objective). Are we being too strict as an industry and should we re-think our boundaries within this new reality where no explicit questions are asked, but information and action become multi-directional?
  • 43. The authors would like to thank the following list of people for their great work: Dado Van Peteghem and Janneke Laurijse (the moderators of our Iscream community), Elias Veris and Annelies Verhaeghe (our text analytics experts), Wim De Wever (our community launch manager), Christoph Coucke (the technical guy of the team), Joris Docx (our designer), Kristof De Wulf (content manager of this project) and of course the marketing team behind the Ben & Jerry’s brand for being so great in providing feedback towards our research participants.
  • 45. Comley, P. (2006). The games we play. Proceedings of the ESOMAR Panel Research Annual Conference. De Ruyck, T., Schillewaert, N. & Caudron, J. (2008). Together we built the future. Proceedings of the ESOMAR qualitative conference. De Ruyck T., Schillewaert N., Verhaeghe A., Friedman M. (2009) The Longest Day. Cultural Differences in CSR. Proceedings of the ESOMAR annual conference. Ludwig, S., De Ruyck, T., Schillewaert, S. (2010). Op zoek naar de ideale mix: Hoe de deelname in online communities voor marktonderzoek stimuleren? Publicatie in MOA jaarboek 2010. Sweeney, J.C., Webb, D.A. (2007). How functional, psychological, and social relationship benefits influence individual and firm commitment to the relationship. Journal of Business and Industrial Marketing, 22 (7), 474-488. Van Belleghem, S. (2009). The conversation manager. Het einde van de traditionele adverteerder. Belgium: Lannoo. Verhaeghe, A., Van den Berge, E. & Schillewaert, N. (2009). Getting answers without asking questions. Proceedings of ESOMAR online research conference.
  • 46. Tom De Ruyck Niels Schillewaert Annelies Verhaeghe Stephan Ludwig Head of Consumer Consulting Boards Managing Partner & Co-founder InSites Consulting Head of Research Innovation InSites Consulting Doctoral Researcher Maastricht University InSites Consulting
  • 48.
  • 49. Want to know more about Consumer Tom De Ruyck Head of Consumer Consulting Boards Consulting Boards? +32 9 269 14 07 tom@insites-consulting.com