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Mining > Introduction
INTRODUCTION
Franchising
is defined (Justis and Judd, 2002) as “a business opportunity by
which the owner (producer or distributor) of a service or a
trademarked product grants exclusive rights to an individual for the
local distribution and/or sale of the service or product, and in
return receives a payment or royalty and conformance to quality
standards. The
individual or business granting the business rights is called the franchiser,
and the individual or business granted the right to operate in
accordance with the chosen method to produce or sell the product or
service is called the franchisee.” Franchising has been popular as a growth strategy for small
businesses (Justis and Judd, 2002), and this popularity will only
grow in today’s e-commerce centered global economy.
Take Entrepreneur.com, for example; in early 2001 the company
has included a category called Tech Businesses into its Franchise
Zone that contains subcategories in Internet Businesses, Tech
Training, and Miscellaneous Tech Businesses.
At the time of the writing, 25 companies are on the list of
the web site of Entrepreneur.com.
A recent Jupiter report (2001) said it the best: “The gap
in global Web development will ignite a fierce battle for leadership
in the international Internet development and service space…While
it is imperative for sites to gain foothold in these markets, they
need to avoid a ‘must build’ mentality, and enter these markets
through strategic partnerships such as joint ventures and
franchises.” A good
demonstration of this type of strategic partnership is Online bank
Juniper’s allowing its customers to deposit checks at the
franchise chain Mail Box Etc (Porter, 2001).
Leaders
of other industries recognize the benefits of such co-op or
symbiosis as well. In
his 1999 best-seller book Business
@ The Speed of Thought, Bill Gates (1999) wrote “Information
Technology and business are becoming inextricably interwoven. I
don’t think anybody can talk meaningfully about one without
talking about the other.” When
it comes to Data Mining in Franchise Organizations, Gates’ point
is especially true. A
case in point is the well-known hamburgers franchise giant
McDonald’s and its real moneymaking engine, but little-known real
estate business, Franchise Realty Corporation.
In the book, McDonald’s: Behind the Arches, Love (1995)
revealed the secret: “What converted McDonald’s into a money
machine had nothing to do with Ray Kroc or the McDonald brothers or
even the popularity of McDonald’s hamburgers, French fries, and
milk shakes. Rather,
McDonald’s made its money on real estate and on a little-known
formula developed by Harry J. Sonneborn.”
Just months before he died, Ray Kroc, the founder of
McDonald’s, further commented (Love, 1995): “Harry alone put in
the policy that salvaged this company and made it a big-leaguer.
His idea is what made McDonald’s rich.”
The lesson from McDonald’s is that the ability to leverage
the assets of franchise operations, real estate in the case of
McDonald’s, into profitable products or services is at the heart
of a successful franchise. Thus,
any effort to obtain “meaningful” information in franchise
organizations must take this lesson at heart as well.
Furthermore, a tool that will “recognize” meaningful
patterns from both internal and external data source can afford
those in charge not be sidetracked by the tedious process of sifting
through mountains of data and see the big picture.
The
process of leveraging franchise assets to gain competitive
advantages must be built upon sound fundamental practices.
Among the many fundamental practices for franchise growth,
developing good relationship between the franchiser and the
franchisee is believed to be the most important one (Justis and
Judd, 2002). This
relationship is developed during the time when a franchisee learns
how the business operates. Typically
a franchisee goes through five stages (Justis and Judd, 2002):
Beginner, Novice, Advanced, Master, and Professional; and a
“family” relationship is gradually built up.
This “family” relationship is built upon five crucial
elements (Justis and Vincent, 2001): Knowledge, Attitude,
Motivation, Individual Behavior, and Group Behavior.
Since all of these elements are learned from working
knowledge, we can state that working knowledge is the base of the
franchise “family” relationship; and through the learning
process, working knowledge is disseminated throughout the system. The working knowledge is generally accumulated from information
that is deciphered from data analyses.
In
this paper, we propose a framework for leveraging franchise
organizational data, information, and knowledge assets to acquire
and maintain a competitive advantage.
The framework is based on the concept of Digital
Nervous System (DNS) suggested by Bill Gates (1999; pp.
xvii-xviii). According
to Gates, a DNS “is the corporate, digital equivalent of the human
nervous system, providing a well-integrated flow of information to
the right part of the organization at the right time.”
A DNS “consists of the digital processes that enable a
company to perceive and react to its environment, to sense
competitor challenges and customer needs, and to organize timely
responses,” and it “requires a combination of hardware and
software; it’s distinguished from a mere network of computers by
the accuracy, immediacy, and richness of the information it brings
to knowledge workers and the insight and collaboration
made possible by the information.”
The development of a DNS
goes through three phases: (1) Empowerment and Collaboration Phase,
(2) Business Intelligence and Knowledge Management Phase, and (3)
High Business Value Creation and Implementation Phase.
Specifically, we address the following questions in
the franchise industry:
- How is franchise organizational data being collected, used,
renewed, stored, retrieved, transmitted, and shared in the Empowerment and Collaboration Phase?
- How is franchise organizational information deciphered
from data analyses, i.e., OLAP analyses and Data Mining, in the Business Intelligence and Knowledge Management
Phase?
- How is franchise organizational knowledge being
leveraged to acquire
and maintain a competitive advantage in the High
Business Value Creation and Implementation Phase?
- What Application Service Providers can do to help
the management of franchise organizational data, information,
and knowledge become more effective?
- What are the implications for companies using franchising
as an e-commerce growth strategy in the global market?

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