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Subject: AEJ 05 PhillipL MAG AFFLUENT CONSUMER MAGAZINES: A PILOT STUDY USING THE THEORY OF THE NICHE TO EXPLAIN ADVERTISER SPENDING
From: Elliott Parker <[log in to unmask]>
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Date:Mon, 6 Feb 2006 05:06:53 -0500
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This paper was presented at the Association for Education in Journalism and
Mass Communication in San Antonio, Texas August 2005.
         If you have questions about this paper, please contact the author
directly. If you have questions about the archives, email
rakyat [ at ] eparker.org. For an explanation of the subject line, 
send email to
[log in to unmask] with just the four words, "get help info aejmc," in the
body (drop the "").

(Feb 2006)
Thank you.
Elliott Parker
====================================================================

AFFLUENT CONSUMER MAGAZINES:
A PILOT STUDY USING
THE THEORY OF THE NICHE
TO EXPLAIN ADVERTISER SPENDING


by

Lindsay S. Phillips
Graduate Student
Greenlee School of Journalism and Communication
Iowa State University
Ames, IA 50011
USA
Phone: (515) 240-4105
E-Mail: [log in to unmask]




Paper submitted for review to the Magazine Division, the annual 
convention of the Association for Education in Journalism and Mass 
Communication,
August 10-13, 2005, San Antonio, TX







AFFLUENT CONSUMER MAGAZINES:
A PILOT STUDY USING
THE THEORY OF THE NICHE
TO EXPLAIN ADVERTISER SPENDING

ABSTRACT
	This study examined the extent to which the theory of the niche can 
be applied to competing lifestyle consumer magazine categories. This 
was determined by the ability to develop levels of niche breadth and 
niche overlap for competing magazines.  A content analysis was 
conducted measuring the number of automobile advertisements included 
in each magazine. Findings suggest that the data collected were 
inconsistent with the theory of the niche.













AFFLUENT CONSUMER MAGAZINES:
A PILOT STUDY USING
THE THEORY OF THE NICHE
TO EXPLAIN ADVERTISER SPENDING
Women have become the target for many marketers because they control 
60% of the wealth in the United States and 80% of all purchasing 
decisions (Cuneo & Petrecca, 1997).  Women have influence over 
everyday purchases and also larger investments with 94% influence 
over home furnishing purchases, 89% influence over do-it-yourself 
products, and 60% influence over automobile purchases (Gallup, 2005).
While women in general have control over purchasing decisions, an 
even more prestigious market is women of affluence, those who are 
from households with annual household incomes exceeding $75,000 
(Gallup, 2005).  Controlling roughly 80% of the purchasing decisions, 
these women are valuable targets for advertisers.
	Traditionally, magazines haven't targeted the demographic of women 
of affluence.  However, in the late 1990s, several lifestyle consumer 
magazines were introduced into the market to reach this very 
influential audience.  It's important to determine to what extent 
these magazine categories compete within the marketplace.
LITERATURE REVIEW
	The theoretical framework that describes how media compete and 
coexist in the marketplace is the theory of the niche.  The theory of 
the niche was first introduced in the early 1920s to explain how 
species compete and coexist within an environment and has since been 
applied to organizations and more recently media organizations.  This 
chapter is going to explore the evolution of the niche theory from 
its inception to its adaptation into the world of media.
NICHE THEORY	
	The theory of the niche was first introduced in 1904 by ecologist 
Joseph Grinnell to explain an animal's ecological positioning within 
an environment (Grinnell, 1904).  Grinnell looked at both an animal's 
distributional and potential nature. Grinnell studied the areas in 
which a species had the potential to thrive versus the areas in which 
the species were found living, and realized that these distributional 
restrictions were the consequence of either physical or climatic limitations.
	While Grinnell was developing niche theory to explain animal 
dispersion patterns, another ecologist, Charles Elton, was using a 
similar framework to explain a species' food habits (Elton, 
1927).  Elton believed that "the niche of an animal can be defined to 
a large extent by its size and food habits," (Elton, 1927, p. 107).
	Elton (1927) was able to illustrate the impact of other organisms on 
existing organisms by studying the feeding habits of several bird 
species.  The birds follow herds of larger animals in order to feed 
off the insects kicked up by the larger animal's hooves.  This 
illustration shows the powerful effects of the larger animal's 
behaviors on the survival of various bird species.
	Based on the work of Grinnell and Elton, Gause developed the theory 
of the niche introducing such concepts as niche overlap and 
competitive displacement that will be defined later in this 
chapter.  In 1934, Gause studied the effects of competition on the 
coexistence of species.  He concluded "as a result of competition, 
two similar species scarcely ever occupy similar niches, but displace 
each other in such a manner that each takes possession of certain 
peculiar kinds of food and modes of life in which it has an advantage 
over its competitor," (Gause, 1934, p. 27).
	Gause was able to explain this conclusion from studying a nesting 
colony of hundreds of terns on Jorilgatch, an island in the Black 
Sea.  Four different types of terns nested on this island in 
relatively close proximity to each other.  He identified the Sterna 
cantiaca (sandwich-tern), the Sterna fluviatilis (common-tern), 
Sterna anglica (blackbeak-tern), and the Sterna minuta 
(little-tern).  While these birds were all relatively similar, and 
all inhabited this small island, Gause realized each species of tern 
differed greatly from the next on its eating patterns.  While the 
sandwich-tern flew far out to sea to eat fish, the blackbeak-tern 
remained on land consuming locusts and lizards.  While the 
little-tern fished close to shore in the shallow swampy waters, the 
common-tern flew a little further out into the water still searching 
for fish (Gause, 1934).  From these studies, Gause realized that 
although a number of species can be very similar, they would adapt 
their niches in order to survive.
	There are several elements to niche dimensions that are used 
throughout the articles on the theory of the niche that should be 
defined before addressing the articles further.  Ecologists often 
refer to a population as a set of species that live within a 
community.  Niche breadth has often been studied and refers to the 
number of resources used by a population (Colwell & Futuyma, 1971). 
Niche breadth has been used to compare both species within a 
community or species of different communities.  These species can 
fall into two categories depending on the number of resources they 
rely on.  A generalist relies on numerous sources to get its 
resources, whereas a specialist pulls its resources from a limited 
number of sources in order to survive.
	A resource can be defined as any necessity for survival.  Resources 
can be food, shelter, and means to protection. A koala bear that is 
primarily reliant on eucalyptus trees would be an example of a 
specialist; it survives only on one source of food.  A hunter such as 
a lion would be an example of a generalist; it can rely on numerous 
food sources including zebras, wilder beasts, and antelope in order to survive.
	Niche overlap is an outcome of niche breadth and explains the degree 
to which two species rely on the same resources in order to survive 
(Colwell & Futuyma, 1971).  Gause's illustration earlier of the terns 
on the island in the Black Sea is a perfect example of niche overlap 
in effect.  The four species of tern overlapped on many levels except 
for food habits.  Each pulled its diet from different resource 
allowing each species of tern to survive.	Competition amongst species 
is a primary topic within the theory of the niche.  Competition can 
be defined by the fact that once a resource is consumed by one 
species, it is no longer available to any other species (Gause, 
1934).  According to the theory of the niche, two species cannot 
survive if their niches are exactly the same and their resources are 
limited (Hardin, 1960.)  Therefore, there are two outcomes of 
competition and niche overlap when resources are limited: competitive 
displacement or extinction.  Competitive displacement takes place 
when the less superior species alters its niche to rely on other 
resources thus lowering its niche overlap with the superior 
species.  Extinction takes place when the superior species drives the 
less superior species out of the community or into extinction.
	Colwell and Futuyma (1971) argued that niche overlap could either be 
evidence for or against the existence of competition between 
species.  Their study showed that if the resource under consideration 
is in oversupply, then it is no longer relevant to either species and 
no competition will take place between the two species.  Therefore, 
Colwell and Futuyma identified a third outcome of competition if the 
resources are unlimited, no such competition will take place.
	There are many studies from the world of ecology that first 
introduced the theory of the niche.  They explained how two species 
of animals could rely on similar resources and continue to coexist 
and compete within their environments.
NICHE THEORY APPLIED TO MEDIA ORGANIZATIONS
	In the early 1980s, the theory of the niche continued its evolution 
when it was applied to media organizations.  Media organizations are 
a rather competitive business and adaptation to changing environments 
is essential for success.  Therefore, Dimmick applied the concepts 
from the world of ecology to explain the competition and coexistence 
of media organizations.
	The theory of the niche, when applied to media organizations has 
most often been used to explain the effects of an emerging media on 
the existing media.  The theory of the niche has been used to explain 
how the existing media were able to adapt to the changing environment 
after the introduction of a new media.  The theory of the niche has 
also been used along with the uses and gratifications approach to 
determine spending on media.
	Dimmick and Rothenbuhler (1984) studied the specific effects of the 
introduction of television on the existing media such as radio, 
newspaper, and outdoor.  They discovered that over time, radio, 
newspaper, and outdoor adapted their niches to become more reliant on 
local advertising after the introduction of television.
	Dimmick and Rothenbuhler's (1984) study also determined that those 
populations with the broadest niche breadth, those media that are 
considered generalists, are more likely to be able to survive with 
the introduction of a new medium.  A generalist medium is more 
reliant on several sources in which to pull its resources and 
generally maintains an excess capacity; therefore if a new medium 
enters the marketplace, they have more places in which to make up 
lost revenues.
	The theory of the niche has also been used to explain consumer 
spending and advertiser spending on media.  Dimmick (1997) looked 
into niche micro and macro dimensions to determine the competitively 
superior medium.  Dimmick discovered that the superior medium could 
be determined by the media most likely to meet consumer's 
gratification opportunities and gratification demands.  Therefore, he 
concluded that greater consumer time allocation, consumer spending, 
and advertiser spending was given to the competitively superior media.
	Randle's (2003) study applied the uses and gratifications approach 
to explain the complementarity and displacement effect of the Web on 
special-interest magazine subscribers.  This study determined that 
the Web and magazines have both a complementary and displacement 
effect on one another.
	Dimmick, Chen, and Li's (2004) study also used uses and 
gratifications to explain the displacement effects of the Internet on 
traditional media.  This study concluded that the Internet has 
competitive displacement effects on existing media, with the largest 
effects on newspaper and television.
	One area that the theory of the niche has overlooked is the impact 
of introducing a new vehicle within an existing media category.  New 
vehicles are introduced into the market on a consistent basis, and 
according to the theory of the niche they must compete for the same 
resources in order to survive.  Existing vehicles must also compete 
for these resources to ensure their continued success.  It is 
important to address this issue of competition and coexistence within 
media categories to understand which vehicles compete and how they 
manipulate their resources in order to survive.
	Population ecology was adopted as a term to refer to the adaptation 
by a collection of organisms rather than as the individuals 
themselves (Randle, 2003).  Researches have looked at sub-populations 
within media categories to explain the effects of 
competition.  Rather than looking at the individual vehicle, the 
theory of the niche has used a collection of sub-populations of 
vehicles to explain such measures as niche overlap and niche breadth 
to determine the levels of competition amongst the media 
population.  The theory of the niche has yet to be used to explain 
such competition amongst the media category such as categories within 
various media such as television, magazines, and newspapers.
	In the world of magazines, there is a magazine to meet every type of 
lifestyle, hobby, and demographic category.  However, what is the 
impact of the introduction of newly targeted magazines on existing 
general magazines?  As ecologists used the theory of the niche to 
study the effects of competition amongst species, it is necessary to 
use the theory of the niche to study the effects of competition 
amongst media categories.
NICHE THEORY APPLIED TO MAGAZINES
	This study will look more specifically at the effects of a new 
magazine category on an existing magazine category.  Therefore, it is 
essential to take the concepts defined earlier in ecological terms 
and redefine them into mass media terms.
	The mass media terms can be compared to ecological terms by 
referring to Table 1.




Table 1.  A comparison of ecological niche terms to mass media niche 
terms, (Dimmick, 2003).
Ecological
Mass Media
Population
Population- A set of media organizations competing for the same 
resources within the marketplace.
Species
Vehicle- A specific medium through which something is expressed (ie. 
The New York Times, The Wall Street Journal).
Resources
Resources- The total means available to a company for increasing 
production and profit (ie. Plant, labor, raw material, sources of 
revenue, and assets).
Niche Breadth
Niche Breadth- The range of resources in which a vehicle can rely on 
in order to survive.
Generalist
Generalist- A vehicle that pulls its resources from a variety of places.
Specialist
Specialist- A vehicle that pulls its resources from a limited number of places.
Niche Overlap
Niche Overlap- The degree to which two vehicles rely on the same 
resources in order to survive.
Competition
Competition- When a resource is consumed by one vehicle, it is no 
longer available to other vehicles.
Competitive Displacement
Competitive Displacement- An outcome of competition.  When the less 
superior vehicle alters its niche to rely on other resources.
Extinction
Extinction- An outcome of competition.  When the superior vehicle 
drives the less superior vehicle out of the market or into extinction.
	
	The theory of the niche has evolved over the last 80 years from the 
world of ecology and now can be applied to media organizations.  With 
its inception, the theory of the niche was used to explain how 
species are able to adapt and coexist to a changing environment. The 
theory of the niche, when applied to media organizations, has been 
used to explain the effects of new media on existing media and with 
the uses and gratifications approach to explain consumer and 
advertiser spending on media.
	This study looked at the effects of a specialized niche magazine on 
magazines that target a more generalized audience.  However, as niche 
theory had never been applied to the competing categories within 
magazine populations and had strictly been applied to media 
organizations the underlying question as the basis of this study 
needs to address whether niche theory could be applied to a 
sub-population of magazine categories.
	RQ1:  To what extent can the theory of the niche be applied to 
vehicles within
	competing magazine categories?

	To further understand this question and more importantly this study, 
it was also important to understand the process by which media buyers 
selected the various media in which to place their client's 
advertising dollars.  Therefore, we must determine how the use of the 
theory of the niche would help us understand media buying behavior.
RQ2:  To what extent can we use the theory of the niche to understand 
media buying behavior?

	These underlying questions were addressed with the following 
research questions and hypothesis.  One concept often addressed 
within the theory of the niche was niche breadth.  Niche breadth 
explained that vehicles were separated into two categories: 
generalists and specialists.  Therefore, for the purposes of this 
study, it was important to understand the extent to which competing 
vehicles pulled from a range of resources in order to survive.  As 
this study focused on advertising spending, it was important to 
determine the number of advertisers a vehicle can pull from to ensure 
its survival.
	RQ3:  Do generalists attract a broader range of advertisers than specialists?
	Based on the literature, a generalist vehicle pulled from more 
resources than a specialist vehicle.  Therefore, based on this 
information, we could hypothesize that:
H1:  Vehicles that target a more specific audience will have fewer 
product categories represented within their magazine than a magazine 
with a more general audience.

	Furthermore, within the theory of the niche the level of niche 
overlap that existed between two competing media was often 
addressed.  This study focused more specifically on the niche overlap 
that existed between competing vehicles within magazine categories. 
Both magazine categories were dependant on subscriptions and 
advertising revenue for survival.  Both magazine categories had a 
similar editorial content, as well, placing them in direct 
competition with one another.  Therefore, it was important to 
understand the degree to which competing vehicles relied on the same 
resources in order to survive.
RQ4:  To what extent do competing vehicles experience niche overlap?
	
	Based on the foregoing literature on the theory of the niche, 
competing vehicles experienced niche overlap when they competed for 
the same resources in order to survive.  Therefore, based on this 
information, we could hypothesize:
H2:  Magazines competing for an identical audience will experience 
more niche overlap than magazines competing for a dissimilar audience.

	This could be further explained by stating that two magazines 
competing for the affluent female audience would experience more 
niche overlap between them than with a magazine targeting a more 
generalized female audience.
METHODS
	To investigate the extent to which the theory of the niche ccould be 
applied to media buying within competing magazine categories, a 
content analysis for a single year of four different magazines was 
conducted.  A content analysis was used as it offers numerous 
benefits to advertising and marketing researchers.  As this study's 
purpose was to understand media buying decision-making to explain the 
extent to which competing media coexist in the marketplace, a content 
analysis was the appropriate research method.  Rather than surveying 
media buyers, the content analysis provided an unbiased result of 
media buyer's decision making.
STUDY DESIGN AND SAMPLING
The magazines selected for the study, More, Real Simple, Redbook, and 
Ladies' Home Journal, were all large circulation publications and 
represented two different magazine categories.  These were selected 
as magazines representing the two magazine audiences affluent females 
and general females based on their median annual household income.
More, published by Meredith Corporation was launched in 1998 and 
posts one million paid circulation (More Reader Profile, 2004).  The 
median age of More readers is 47.3, and their annual household income 
registered at $87,626.  As this median annual household income 
exceeds the level established for the affluent market at $75,000, 
More was selected as a magazine that targets the affluent female 
audience (Gallup, 2005).
	Real Simple magazine, published by Time Inc., was launched in 2000 
and has reached a paid circulation of 1.8 million (Real Simple Reader 
Profile, 2004).  The median age of Real Simple readers is 40, and 
their median annual household income is $88,748.  Again, as this 
median annual household income exceeds $75,000, Real Simple was also 
selected as a magazine that targets the affluent female audience 
(Gallup, 2005).
	Redbook, published by The Hearst Corporation was launched in 1903 
and has a paid circulation of 2.4 million (Redbook Reader Profile, 
2004).  The median age of Redbook is 44 and the median annual 
household income is $58,307.  As Redbook reaches nearly twice the 
audience as More and posts a median annual household income of less 
than $75,000, Redbook was chosen as a generalist magazine that 
targets a more general female population (Gallup, 2005).
	Ladies' Home Journal, published by Meredith Corporations was 
launched in 1882 and has a paid circulation of 4.1 million (Ladies' 
Home Journal Reader Profile, 2004).  The median age is 51.1 with a 
median household income of $54,613.  As Ladies' Home Journal reaches 
twice the audience of Real Simple and maintains a median annual 
household income of less than $75,000, Ladies' Home Journal was also 
selected as a magazine targeting the more general female population 
(Gallup, 2005).
	The time frame for this study included issues printed from January 
1, 2004 to December 31, 2004.  The census of each magazine was 
selected to ensure the full analysis of each magazine over the four 
years for this study.  A total of 44 issues were studied.
UNIT OF ANALYSIS
	The unit of analysis for this study is every full-page and larger 
automobile advertisement in each magazine. Full-page and larger 
advertising pieces in a census of each magazine allows for adequate 
analysis of each magazine.  This consideration resulted in a sample 
of 152 advertising pieces.
OPERATIONAL DEFINITION OF VARIABLES
Past content analyses have used a list of 16 product categories to 
determine advertising placement.  However, as this study focused on 
the niche breadth and niche overlap, a study of only one particular 
category was needed.
	The product category of use to this study was motor vehicles.  Motor 
vehicles were the essential product category to use for this study as 
a manufacturer's suggested retail price (MSRP) was provided for each 
automobile advertised.  Therefore, a value could be placed on each 
automobile advertised allowing for accurate comparisons between 
competing magazines.
	Other product categories such as cosmetics, beauty products, 
clothing, and household products could vary significantly from store 
to store, and there is no such MSRP that could be identified to place 
a value on the product advertised.

HYPOTHESIS TESTING
	The underlying question in this study determined the extent to which 
the theory of the niche could be applied to vehicles.  Randle (2003) 
argued that niche theory should only be applied to populations of 
organizations to explain how they compete and coexist within an 
environment.  However, for the purpose of this study, an argument 
remained that individual sub-populations could be compared with one 
another to also explain this coexistence.  Therefore, the original 
research question remained:
	RQ1: To what extent can the theory of the niche be applied to vehicles as sub-
	populations within competing magazine categories?

	As ecologists have used niche theory to explain how individual 
species compete within the marketplace, such as Elton's study on bird 
species or Gause's study on various tern species, this study argued 
that individual species (or sub-populations) of media could also be 
studied to explain the coexistence of such vehicles as they competed 
within the environment.
	Additionally, it was important to understand the process by which 
media buyers determined where to place their advertising dollars.  It 
was important to understand the extent to which the theory of the 
niche could be used to increase the understanding of this 
process.  Therefore, an additional underlying question remained:
	RQ2: To what extent can we use the theory of the niche to understand 
media buying
	behavior?
	As ecologists have used the theory of the niche to explain the 
access and usage of resources by species competing in the 
environment, this study additionally argued that the theory could be 
used to explain individual media vehicle's access to resources such 
as advertising dollars.
	Within the theory of the niche, the concept of niche breadth is 
often determined.  The level of niche breadth determined the number 
of resources a vehicle relied on in order to survive.  From this 
level of niche breadth, vehicles were then separated into two 
categories including generalists and specialists.  Generalists pulled 
their resources from a large pool of resources in order to survive in 
their environment.  Whereas, specialists remained with a limited 
number of resources in order to survive.  To better understand a 
specific vehicle, it is important to determine whether it operates as 
a specialist or a generalist.
	RQ3: Do generalists attract a broader range of advertisers than specialists?
	As the previous research on the theory of the niche states that a 
generalist vehicle would pull its resources from a broader range than 
a specialist vehicle, we could hypothesize:
	H1: Vehicles that target a more specific audience will have fewer 
product categories
	represented within their magazine than a magazine with a more 
general audience.
	This hypothesis was determined by using a formula developed by 
Dimmick and Rothenbuhler (1984) to calculate a population's niche breadth.

	


	This formula was applied to vehicles where B ranges from a low of 
one to the upper limit that is determined by the number of resource 
categories used by the vehicle (Dimmick & Rothenbuhler, 1984). As 
this study focused more specifically on the motor vehicle 
advertisements placed within these magazines, the proportion of 
automobile advertisements that fall within the various price 
categories will determine B.  Again, p was the proportion of the 
vehicle's total use within each resource category, i, used by the 
vehicle.  This study focused on the motor vehicle advertisements; p 
was the proportion of the vehicles advertised that fell within the 
various price categories.  The resource category, i, were low-end 
automobiles priced less than $19,999, middle range automobiles priced 
between $20,000 to $39,999, and upper-end cars are priced more than 
$40,000 for the advertised automobile.
	A magazine was considered a specialist if its niche breadth fell on 
the lower end toward one.  A magazine will be considered a generalist 
if it fell closer to the high end of the range at three.  This niche 
breadth was determined for all four magazines for their most recent 
publishing year in 2004.  The niche breadths were compared to 
determine the generalist and specialist vehicles within this magazine category.
	Additionally, niche overlap was a concept often used within the 
theory of the niche to determine the extent to which competing media 
relied on the same resources in order to survive.  This study focused 
on the extent to which competing vehicles experience niche 
overlap.  Competing media were in direct competition when they 
targeted an identical audience as well as with media that targeted a 
dissimilar audience as they made use of identical resources in order 
to survive.  It was important to understand the extent to which 
competing vehicles relied on the same resources in order to 
survive.  Therefore, the following research question remains:
	RQ4: To what extent do competing vehicles experience niche overlap?
	As the past research on the theory of the niche stated that 
competing vehicles experience niche overlap when they relied on the 
same resources in order to survive, we could hypothesize:
H2: Magazines competing for an identical audience will experience 
more niche overlap than magazines competing for a dissimilar audience.

	This hypothesis was calculated using the formula established by 
Dimmick and Rothenbuhler (1984) to determine the level of niche 
overlap experienced by competing media.

	
	This formula can be applied to vehicles where di, j determines the 
distance between vehicles i and j, and h represents the resource 
categories used by the populations.  P was the proportion of the 
vehicle's total use within each resource category denoted by i 
(Dimmick & Rothenbuhler, 1984).  When calculated in this manner, 
niche overlap became an inverse measure where a small number 
approaching zero signified a greater niche overlap, and a larger 
number denoted greater distance between the two vehicle's resource 
usage resulting in a lower niche overlap.
	The number of resources used within this study was determined by the 
number of different automobile advertisements within each price 
category placed within the pages of the magazines.  The resource 
categories included lower end cars priced less than $19,999, middle 
priced cars ranging from $20,000 to $39,999, and higher end cars 
priced at greater than $40,000.
	As this hypothesis stated that magazines competing for an identical 
audience will experience more niche overlap than magazines competing 
for a dissimilar audience, six levels of niche overlap were 
calculated.  The two magazines targeting the affluent female 
population will be compared for niche overlap, and a higher niche 
overlap was expected as these two magazines competed for an identical 
audience.  The two general female magazines were also compared again 
expecting a higher niche overlap.  Additionally, the magazines 
targeting the affluent female population were compared with the 
magazines targeting a general female population, and a lower niche 
overlap was expected as these vehicles were competing for a 
dissimilar audience.  This can be explained in greater detail in figure 2.
Figure 2. The level of niche overlap hypothesized between vehicles 
competing for an identical audience versus vehicles competing for a 
dissimilar audience.

	







	This niche overlap was determined for all four competing 
magazines.  The niche overlaps were compared to determine the 
competing categories that experienced the highest levels of niche overlap.
RESULTS
	The purpose of the study was to determine the extent to which the 
theory of the niche can be applied to the sub-population of magazine 
categories.  This was determined by the ability to develop levels of 
niche breadth and niche overlap for the competing magazines.  This 
chapter presents the descriptive statistics and the results of 
hypothesis testing.

DESCRIPTIVE STATISTICS
	The sample in this study included 152 automobile advertisements from 
the four identified magazine categories.  The largest number of 
automobile advertisements appeared in Real Simple at 73.7%.  Redbook, 
Ladies' Home Journal, and More followed with 13.8%, 7.2%, and 5.3% 
respectively.
	More provided the highest mean priced automobiles at 
$30,312.50.  Ladies' Home Journal followed with a mean of 
$28,861.36.  Real Simple produced a mean of $27,293.57 for the 
average priced automobile within their magazine, and Redbook's 
average priced automobile fell at $24,781.48.
The magazines were then divided into two categories depending on the 
audience that they targeted.  More and Real Simple were grouped into 
the affluent category while Redbook and Ladies' Home Journal were 
grouped into the general category.  In order to test a difference 
between the mean automobile prices in each magazine category, an 
independent samples t-test was performed.  As equal variances could 
not be assumed, the results of the test indicated that the 
differences between affluent (M = $27,494.83,
SD = $7447.37) and general magazines (M = $26,183.94, SD = $4495.89) 
were not statistically significant (t81.59 = 1.253, ns) at the alpha 
.05 level.
	Therefore, there was no evidence to support the assumption that 
affluent magazines and general magazines differed in their mean price 
of automobiles advertised within the differing magazine 
categories.  Thus, one could suggest that the magazine's target 
audience had no bearing on the average price of automobiles 
advertised within these consumer magazine categories.

HYPOTHESIS TESTING
	As this study argued that niche theory could be used to explain the 
access and usage of resources by a sub-population, it was necessary 
to apply the formulae used within the studies of populations to 
determine the levels of niche overlap and breadth within sub-populations.
H1:  Vehicles that target a more specific audience will have fewer 
product categories represented within their magazine than a magazine 
with a more general audience.

The calculated niche breadth for More equaled one as this magazine 
only relied on one resource category (mid-priced automobiles) within 
its pages.  Real Simple relied on all three categories and produced a 
calculated niche breadth of 1.524.  Redbook only relied on low and 
mid-priced resource categories and resulted in a calculated niche 
breadth of 1.69.  Additionally, Ladies' Home Journal only relied on 
the mid-priced automobile category providing a calculated niche 
breadth of one.   The niche breadths and resource utilization 
patterns are identified in Table 3.
Table 3. Niche breadth and utilization patterns of individual 
consumer magazine titles.
Magazine title
More
Real Simple
Redbook
Ladies' Home Journal
Resource Category 1:
Automobiles priced less than $19,999

0

16



6

0
Resource Category 2: Automobiles priced $20,000 to $39,999

8

89

15

11
Resource Category 3:
Automobiles priced above $30,000

0

7

0

0
Niche Breadth
1
1.524
1.69
1
The level of niche breadth referred to the extent to which the 
sub-populations relied on numerous resources to ensure their 
survival.  Niche breadth ranged from a low of one to an upper limit 
of the number of resource categories available.  In this study, the 
number of resource categories available was three.  A niche breadth 
approaching one indicated few resource categories were used and 
labeled the sub-population as a specialist.  A larger niche breadth 
approaching three indicated the sub-population was a generalist.
As both More and Ladies' Home Journal only relied on one resource 
category to survive resulting in a niche breadth of one, this 
suggested that both magazines could be classified as specialists 
according to the automobiles advertised within their magazines.  Real 
Simple, with a niche breadth of 1.524 indicated that the magazine was 
approaching a generalist.  Additionally, Redbook, with the highest 
level of niche breadth would conclude that it relied on the most 
resource categories to ensure survival of the four magazines included 
in the study.  Therefore H1 was not supported.  Inconsistencies 
existed within both magazine categories where Real Simple resembled a 
generalist relying on all three categories and Ladies' Home Journal 
resembled a specialist pulling from only one resource category.
H2:  Magazines competing for an identical audience will experience 
more niche overlap than magazines competing for a dissimilar audience.

	The calculated niche overlap for the affluent female magazines More 
and Real Simple that compete for a similar audience equaled 
.066.  The niche overlap computed for the general female magazines 
Redbook and Ladies' Home Journal was .164. The six levels of 
calculated niche overlap are provided in Table 4.


Table 4. Niche overlap levels for competing magazines
Magazine title
More
Real Simple
Redbook
Ladies' Home Journal
More

0

.066

.164

0
Real Simple

.066

0

.031

.066
Redbook

.164

.031

0

.164
Ladies' Home Journal

0

.066

.164

0
	
The level of niche overlap was an inverse measure where a number 
approaching zero indicated a greater level of niche overlap and a 
larger number signified a greater distance between the competing 
magazine's resource usage and a lower level of niche overlap.
	As both More and Ladies' Home Journal relied only on the mid-priced 
automobiles resource category, they experienced the highest level of 
niche overlap.  While the two magazines targeted a dissimilar 
audience, this calculation determined that they were in direct 
competition with one another.  Additionally, Real Simple and Redbook 
also targeted a dissimilar audience experienced a high level of niche 
overlap at .031.  While the magazines competing for a similar 
audience did not experience as high of levels of niche overlap with 
More and Real Simple at .066 and Redbook and Ladies' Home Journal at .164.
	Therefore, H2 was not supported.  The hypothesis that those 
magazines competing for a similar audience would experience higher 
levels of niche overlap than those competing for a dissimilar 
audience was contradicted by the results of the data from this study.
DISCUSSION
	The purpose of this study was to determine the extent to which the 
theory of the niche could be applied to magazine categories competing 
for the same resources.  The concepts within the theory of the niche 
were calculated providing very interesting results.	
FINDINGS
The underlying question within this study was to what extent the 
theory of the niche could be utilized to explain the competition and 
coexistence of competing media categories.  The data collected proved 
to be inconsistent with the theory of the niche.  The data collected 
actually contradicted many of the concepts explained within the theory.
The theory of the niche explained that media populations targeting a 
very specific audience would rely on a limited number of resources in 
order to survive.  Media are then placed into categories of 
generalist and specialist depending on their ability to pull from a 
range of resources.
A magazine targeting a specific audience such as a magazine targeting 
the affluent female audience would be reliant on fewer resources to 
survive.  In fact, this data showed that Redbook, a general female 
magazine proved to be the most generalist with a niche breadth of 
1.69.  While Real Simple, a magazine targeting a more specified 
audience, followed closely with a niche breadth of 1.524.  Ladies' 
Home Journal, thought to be a generalist, providing magazine content 
to the masses actually proved to be a true specialist with a niche 
breadth of one.  More was consistent with the theory of the niche, 
considered a generalist; the niche breadth also equaled one.
Within the theory of the niche, when competing media were in direct 
competition with one another: fighting for the same audience, 
producing similar content, and focusing on similar interests, they 
would experience higher levels of niche overlap.  This study again 
proved the opposite to be the case.  More and Ladies' Home Journal, 
two magazines competing for dissimilar audiences, experienced the 
highest level of niche overlap. The second highest level of niche 
overlap existed between Real Simple and Redbook, indicating that 
although these magazines targeted a different audience, they were in 
direct competition with one another.
However, niche theory did argue that when a media was first 
introduced into the marketplace they often began as generalists and 
over time developed their niche and became a specialist.  This is 
consistent with the findings from Real Simple.  As Real Simple was 
first launched in December 2000, one could argue that it is still 
trying to find its niche and over time will become a specialist as well.
Furthermore, an additional question remained to the extent to which 
media buying behavior could be explained by the theory of the 
niche.  This study provided insight into the media buying behavior in 
competing lifestyle consumer magazine categories.  The results of 
this study indicated that media buyers were not only targeting the 
affluent female audience with magazine advertisements for automobiles 
in Real Simple, but they provided them cars from all price 
levels.  The cars advertised in Real Simple ranged from 
fuel-efficient economy cars to higher priced luxury SUVs.
However, the results from the other three magazines were 
disappointing.  It was apparent that not only were media buyers not 
targeting the affluent female audience through More magazine, they 
were not targeting females in general.  Few automobile advertisements 
appeared in the pages of More, Redbook, and Ladies' Home Journal: 
magazines that all targeted the female audience with 60% of the 
decision making power over which automobile will be purchased for their family.
Were media buyers not taking advantage of the purchasing power women 
have?  The results of this study might have indicated the answer is 
yes, but additionally, one must take into account the decision making 
process that led to the media buyers' behaviors.
Media buyers' decision-making was reliant on many key factors that 
must be taken into account.  Their placement decisions were dependant 
on cost, audience delivery, communication effectiveness, and 
value-added opportunities (Reid & King, 2000).  It is possible that 
magazines that targeted the female audiences were more expensive than 
television, radio, or newspapers.  Possibly the target audience of 
these magazines did not fit the target audience of the automobile 
manufacturer.  Additionally, other outside factors such as discounts 
on advertising placements or the choice to use non-traditional 
methods to target this audience might have explained why automobile 
ads were not placed within the pages of three of these four magazines 
selected for this study.
LIMITATIONS
	While the findings within this pilot study proved interesting, the 
limitations to the study design must be considered.  The data for 
this study was collected from only four competing 
magazines.  Additionally, only two magazines were selected to 
represent the magazines targeting the affluent and general female 
populations.  A future study using numerous magazines representing 
both categories would result in a more representative sample with 
hundreds of cases allowing for a more thorough analysis of such 
magazine categories.
	Additionally, data for this study was collected from magazines 
published only in 2004, therefore, a longitudinal comparison was not 
possible.  A longitudinal study would provide more cases and result 
in a more thorough analysis of the four magazines represented within 
this study.
	A third limitation involves the magazines selected for this 
study.  Magazines were selected for this study according to their 
classification in Standard Rate and Data Service as women's 
magazines, their median annual household income, and their ability to 
target an age range consistent with the other magazines.  Including a 
more comprehensive sample of women's magazines could provide different results.
	This study was also limited on the number of variables that were 
selected.  A broader range of product categories could provide more 
insight into the resource categories competing magazines rely on in 
order to survive.  A threshold may exist in the resource category of 
automobiles as possibly advertisers and media buyers aren't placing 
car advertisements in magazines or more specifically in magazines 
targeting the female audience.
SUGGESTIONS FOR FUTURE RESEARCH
	This pilot study brought attention to several facets of the theory 
of the niche that had been left unexplored.  Although this study 
determined the extent to which the theory of the niche could be 
applied to competing media categories, it points to several 
suggestions for future research.
	Rather than basing the extent to which the theory of the niche could 
be used to explain competition amongst competing categories on a 
pilot study of only four vehicles, a more comprehensive study is 
suggested.  A study that determines the niche breadth and overlap of 
dozens of competing magazines within a category would provide a more 
thorough insight into the power of niche theory at this level.
	Additionally, a longitudinal study is suggested to provide insight 
into the levels of niche breadth and niche overlap for competing 
media categories as they change over time.  The theory of the niche 
is often used to explain how competing media adapt to their changing 
environment over time; therefore a longitudinal study would provide 
further knowledge into the adaptation process.
	Another aspect deserving of exploration involves coding more product 
categories beyond automobiles.  Magazines targeting women are reliant 
on advertisement for cosmetics, clothing, and accessories.  A study 
determining the extent to which competing magazine categories rely on 
the various products advertised could provide a more descriptive 
level of niche breadth and overlap.  While automobiles are most 
functional when placing a value on products, determining the extent 
to which these magazine categories rely on various product categories 
could provide a more thorough insight into generalists and 
specialists beyond the realm of automobiles.
CONCLUSION
	As a pilot study, this research provided direction as to the extent 
to which niche theory could be used to explain coexistence within 
competing magazine categories.  The findings indicated that more 
thorough research into competing magazine categories is needed to 
determine the extent to which this theory could explain competition 
on the sub-population level.
REFERENCES
	
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