by Edgar
A. Kully, Principal - Crestwood
Associates
There has
been a lot of discussion lately about the best software
for conducting e-mail surveys. There have also been
some cautions about this vehicle. It is true that
email surveys can be an inexpensive way of gathering
data, but you need to be aware of what that data really
means before taking any action.
Here's a
real life example that we recently experienced: A
funny thing happened at a very large company that
was pursuing the idea of distribution of a new product
line through the internet. The product managers introducing
the new product knew that they needed to procure funds
to move the marketing effort forward. They had a brainstorm.
"Let's conduct the feasibility study by conducting
the necessary research online, after all this product
is going to be distributed online so why not match
the research methodology to the distribution channel?"
All this
seemed to make sense, so they promptly moved forward
with a survey they administered through their own
web page. The amount of information gathered amounted
to quite a large set of data when someone finished
the study. Even better was the fact that several THOUSAND
people filled out the survey online. This was GREAT!
What could be better? A great amount of information,
gathered from a greater number of people than could
ever feasibly be done through traditional methods
was able to be collected. And best of all, the research
hardly cost a thing.
There was
a great deal of excitement. Who could argrue with
such a large sample size completed in such a short
time frame and at almost no cost?
The study
showed that demand for this product was exceptional,
almost 60% of the individuals responding to the study
said that they would buy the product at the price
point necessary to gain extremely profitable margins.
This was great!
Well, management
was less than overwhelmed. Being natural skeptics
(and some might say that say modern ludites), they
turned down the request for financing until a research
methodology that they were used to seeing was applied
to the market opportunity.
The research
company determined a method of conducting probability
sampling among the target market so that a demand
forecast could be achieved. A similar type of questioning
transpired with only 300 (no more and no less) respondents
selected through probability methods and conducted
through telephone interviewing. And yes, it did cost
some money. However, the difference in results was
amazing!
From this
probability sample which followed known methods for
gathering data, it was determined that demand for
the product was really present in only 15% of the
individuals at the price point necessary. What was
more, demand for this product was shown to not be
present among respondents until a year from the time
period of the study due to market changes which were
taking place in the environment.
Needless
to say, the results of this study changed management's
opinion of both the product and any research conducted
using online methods of testing the online market.
The same can be said of any method of testing, if
the sample is collected ONLY from those groups that
are able to approach because they identified themselves
online.
Why is this?
We call it the "PYRAMID" effect. Envision a pyramid
which gets smaller as one reaches the pinnacle. Imagine
that the pyramid is under construction. While there
is a great deal of mass in a total pyramid, a quality
control sample of the pyramid while in construction
would never be conducted on only the top portion of
the pyramid. In order to make estimates regarding
the quality of construction the pyramid must be sampled
throughout the building process and in many different
places throughout its structure. No quality control
person would ever sample only one point in the process
or only one area of the pyramid and attempt to draw
conclusions of the quality of the entire pyramid.
While the
story regarding the company facing a product decision
is true, there is ample evidence to support what this
company discovered the hard way. Research sampling
of any online population taken only from those willing
to respond or give their personal contact information
over the internet WILL RESULT IN WRONG CONCLUSIONS.
It is just that simple. It is the equivalent to sampling
only the top of the pyramid and trying to draw conclusions
of the entire pyramid.
Researchers
for years have known that to deduce true market information
from any other method than one which allows for a
true probability sample will result in skewed and
misleading information from which wrong directions
for strategy and tactics will be indicated. It's the
old garbage in, garbage out theory. If the start of
the process is not done correctly, skew only gets
greater as one follows the information and decisions
downstream.
However,
the internet IS enchanting. It imperviously seduces
even the most stringent research professional at times
with its ability to gather large amounts of data from
a great number of people at very, very low cost. DO
NOT BE FOOLED. As my father used to say, "a person
doesn't become a cow simply because they walk through
a barn." Large sample sizes, efficient data collection
costs, and the size of the database do not make up
for poorly constructed research theory at the outset.
Let's not check our brains at the door on this one,
your business will be the one to suffer.