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Working Papers
R & D
* Assistant Professor of Marketing, INSEAD, Boulevard de Constance, 77305 Fontainebleau Cedex, France.
** The Eli Lilly Chaired Professor of Innovation, Business and Society, INSEAD, Boulevard de
Constance, 77305 Fontainebleau Cedex, France. A working paper in the INSEAD Working Paper Series is intended as a means whereby a facultyresearcher's thoughts and findings may be communicated to interested readers. The paper should beconsidered preliminary in nature and may require revision. Printed at INSEAD, Fontainebleau, France. Kindly do not reproduce or circulate without permission.
WHY PRIVATE LABELS MAY INCREASE
MARKET PRICES
by
D. SOBERMAN* and
P. PARKER**
2002/105/MKT (Revised Version of 99/39/MKT)
Why Private Labels may Increase Market Prices
David A. Soberman*
and
Philip M. Parker*
September 2002
_______________________________________________________________________ * INSEAD, Boul. De Constance, 77305 Fontainebleau, France (tel: 33-1-6072-4000; fax: 33-1-60-724242); [email protected]; [email protected] This paper has benefited from the gratefully acknowledged comments of participants at research seminars at Stanford University, MIT and UCLA. Research funding was granted by INSEAD's R&D Committee.
1
Why Private Labels may Increase Market Prices
Abstract
Empirical research has found that retail prices do not necessarily fall with the
introduction of private label brands which today represent some 18% of all retail
products sold. In this paper, we show that an equilibrium exists whereby national
brands engage in heavy advertising and retailers introduce private label brands to
better serve their customers. We focus our analysis on a specific type of private label
brand, a quality-equivalent private label supplied by the national brand
manufacturer. Our analysis suggests that in these conditions, quality-equivalent
private label will often lead to higher average prices for consumers and higher profits
for retailers and manufacturers.
Key Words: quality equivalent private label, store brand, retailer brand, national
brand, price discrimination
JEL Classification Codes: D21, L22
2
Why Private Labels may Increase Market Prices
1. Introduction
Representing over $2.55 trillion, the retail sector is at its highest level of
concentration in history (U.S. Department of Commerce News, Census Bureau
Reports, June 29, 2000). While concentration stands to increase retailers' power
within local geographic areas, the latter half of the twentieth century has also
witnessed what appears to be intense retail competition. To the average consumer, a
visible form of this inter-retailer competition has been the emergence of "private
labels", "store brands", "house brands", or "own brands." These brands, a form of
upstream integration by the retailer, often appear to be of equal quality to nationally
advertised brands at relatively lower prices. While one might be tempted to conclude
that these two trends (higher concentration and intensified retailer competition) might
be offsetting, recent empirical research has shown that where “quality-equivalent”
private labels have been launched, advertising on the part of the national brands and
average market prices are high (e.g. Connor and Peterson 1992).
This paper considers a number of popular myths surrounding retail
competition. First, there seems to be a belief that private labels reflect high levels of
competition across retailers while increasing choice for consumers. Rather, we show
that private labels are a mechanism used by retailers to better price discriminate, even
when retail competition is limited. Second, there is a belief that the launching of
private labels somehow reflects the "relative strength" of retailers vis-à-vis
manufacturers, the latter seeing their power decline. We show that the opposite may
be the case and that private labels are most likely to exist when retailers are weak (i.e.
when the level of competition in the retail sector is intense). Finally, there is a
popular understanding that a sole national manufacturer will frequently resist
supplying private labels to distributors or retailers. In what follows, we will show that
a dominant manufacturer always gains from supplying private labels; however, the
benefits are highest (1) when the level of competition between retailers is high and (2)
when advertising is expensive. Private labels are effectively a "gift" provided by the
retailer to the manufacturer who gains from price discrimination. Private labels, in
this world, are a boon to manufacturers.
3
In the next section, we discuss a number of institutional factors concerning
retailing and private labels. We then develop a model closely linked to empirical
observations. In our model, stores endogenously choose whether to offer these
private labels, and then price these and national brands to consumers. Contingent on
the level of retail competition in the market, the model shows that the introduction of
private labels can to an increase in average category prices. Combined, the model
explains why an increasing number of national manufacturers supply private labels to
their distributors, while average market prices increase.
2. Retailing and Private Labels: Empirical Realities
The goal of the paper is make a theoretical contribution to our understanding of
private labels, national brand advertising and pricing in retail markets. These markets
consist of manufacturers and retailers, the latter of which may choose to sell their own
branded products, while the former must decide whether to supply such products to
retailers. In particular, we are interested in understanding how certain trends in
pricing and advertising have come to evolve across these players. In doing so, our
model will heavily rely on certain empirical facts, or realities. Three unequivocal
facts, in particular, have come to light in modern retail markets:
1. Concentration in the retail sector is increasing.
2. Retailers are increasing the number of categories in which they market own-
label products.
3. In markets where retailers integrate upstream, retail prices have not fallen, but
increased; in markets where retailers integrate upstream and increase prices,
manufacturers’ advertising is high.
Combined, the facts above have changed the landscape inside many retail stores.
Previously, retail shelves were filled with several national brands, many of which
were advertised, and one or two generic products amongst which consumer’s could
trade off price, image, and perceived quality. As retailers have merged and become
larger, they have dropped many generic products and launched their own brands
(store-, house-, or private- or own-label brands). In fact, the future action rated as
most likely for retailers in the annual reports of Progressive Grocer (1999, 2000) was
to “Stress Private Labels”. Following the launch of these brands, which offer in many
4
cases identical tangible qualities, the retailers have further “delisted” weaker national
brands, or those not supported by national advertising. Consumers, in many retail
situations, are then left with a choice of fewer options: one or two national brands,
and a store brand. A recent quote (Frozen Food Age, “President’s Choice Continues
Brisk Pace”, March 1998) highlights this trend:
According to the president of Loblaw Brands… own-label President’s Choice sits right next to a national brand with a shelf talker pointing out the price difference and this shelf setting has effectively eliminated or at least, de-emphasized the No. 2 and No. 3 brand competitors.
Recently, empirical evidence shows that average category prices have risen, especially in
categories where there is substantial national brand advertising spend.
First, we review the literature that summarizes these empirical facts. We then
propose a model that recognizes the empirical facts (for example, higher
concentration in the retail sector and the growth of quality-equivalent private labels)
in a game theoretic framework.
Empirical Fact #1: Concentration
The $2.55 trillion retailing sector has recently seen the emergence of firms benefiting
from scale and scope economies through the creation of chain outlets. Chain outlets,
and their cross-ownership within a given retail sector, have led to higher
concentration within both local and national geographic markets (Tangaay et al. 1995,
and Marion 1989). According to the latest estimates by the U.S. Department of
Commerce (1998), supermarket chains supply some 75 percent of all food consumed
with the remaining balance going to grocery stores, convenience stores, and specialty
stores. In addition, there has been significant consolidation in the retail sector over the
last 5 years in North America and Europe. Examples of consolidation in the food
sector include the acquisition of Monoprix by Promodes in France (August 1999), the
November 1988 takeover of Provigo by Loblaws in Canada (2 of Canada’s four
largest grocery retailers); and the acquisition by Ahold (a Dutch food retailer) of
Giant Food (May 1998) and U.S. Foodservice (March 2000) in the U.S1. In
merchandise retailing, 75 percent of all consumer sales are made through national
1References for more than 20 major mergers in the U.S., Canada and Europe are available from the authors.
5
chains, conventional department stores, and discount stores. Discount chains have
recently grown to 20 percent of all sales using a "supercenter" formula which consists
of "large stores loaded with general merchandise and food and committed to servicing
consumers increasingly pressed for time."2
Empirical Fact #2: Upstream Integration
In parallel to higher concentration, modern retailers have integrated upstream by
launching "private", "store", or "house" brands/labels. These products are generally
priced lower than nationally advertised brands while offering equivalent quality
(Hinloopen and Martin 1997, Connor and Peterson 1997). This form of retailing
generates a unique market structure whereby product competition is internalized by a
common agent (the retailer) that simultaneously sells its own brand. Traditionally,
retailers acted to distribute and independently price the products of competing
manufacturers who engaged in advertising and quality competition.
From negligible levels in the 1950s, private label brand sales represented a
significant proportion of total economic activity by the mid-1990s i.e. some 18
percent of the entire U.S. retail market (Liesse 1993a, 1993b). This includes 25
percent of total apparel sales, over 18 percent of packaged goods sales and some 15
percent of grocery sales. Private labels are generally sold in large retail chains, with
many offering, in a single store location over 1000 private label items.3 Private label
sales are more heavily developed for grocery products in Europe and Canada than in
the United States due to the pioneering efforts of retailers such as Loblaws (Canada),
Sainsbury and Tesco (United Kingdom), and Carrefour (France) to offer high quality
private label products. As noted in a recent publication by the European Commission,
“The role of the retailer brand has changed, particularly in the food sector. The
original market position of these food brands was a low price/lower quality alternative
to manufacturer brands; but… they have been repositioned, their quality improved
and are increasingly associated with new product launches”4. As noted by Cortsjens
and Lal (2000), many retailers have moved to higher quality store brands due to their
ability to improve retailer profitability. Quality-equivalent private labels are 2 U.S. Department of Commerce, U.S. Industry & Trade Outlook '98, 1998, pages 42-2. 3 Sources for the information in this paragraph and the next include various issues of Advertising Age, Food Technology, Bobbin, and industry interviews.
6
physically equivalent to nationally advertised products and are often produced by the
same manufacturers. Table 1 shows the development of private label in various
European countries.
(Table 1)
Even in the U.S., a recent study for the PLMA found that 60% of consumers surveyed
believe that private label products are the same as manufacturers’ brands when it
comes to the overall quality of the products, taste, availability, freshness, guarantee of
satisfaction, clarity of labeling, and the quality of packaging among other attributes5.
American retailers with private label offerings span various industries including both
mass and up-scale clothing stores, general discounters, regional drug store chains,
regional and national grocery chains, and specialty retailers: e.g., The Gap, The
Limited, Macy’s, Sak’s Fifth Avenue, Neiman Marcus, Wal-Mart, K-Mart, Arbor
Drugs, May Drug Stores, Schnuck Markets, Dominiks, Wegman’s Food Markets,
Safeway, and Kinney Shoes. Beginning in the 1990s, many of these launched
“quality-equivalent” private label merchandise (similar to the trend that started earlier
in Canada and Europe)6.
Quality-equivalent private label products span the vast majority of consumer
categories. Table 2 lists product classes where quality equivalent private labels are
present. We also provide examples of national brand manufacturers (in each category)
that publicly acknowledge their role in supplying private label.
(Table 2)
More than 50% of U.S. manufacturers of branded consumer packaged goods make
private label goods (Harding and Quelch 1996). The attractiveness of supplying private
label is further underlined by the strategy of R.J. Reynolds, one of the largest consumer
packaged goods manufacturers, that supplies private label products to more than 200
U.S. grocers.
4 From Green Paper on Vertical Restraints in EU Competition Policy, Directorate General for Competition, European Commission, Brussels, 1997. 5 1998 study by MORI for PLMA. 6 Quality equivalence is confirmed by studies such as that by the Wall Street Journal’s Atlanta Bureau that found little difference between Coke and Pepsi and their private branded competitors (McCarthy, M., “The Great Atlanta Taste Test”, Wall Street Journal, March 6, 1992). Consumer Reports (October 1993) found, for example, that Loblaws Decadent Chocolate Chip Cookies ranked first, ahead of national brands such as Chips Ahoy and Pepperidge Farms.
7
Empirical Fact #3: Price-Advertising Correlations
The third empirical is that in many product categories, there appears to be a strong
correlation between pricing and advertising spending by the national brands. Despite
speculation that private labels should place downward pressure on retail prices of the
national brands, the empirical evidence does not point in this direction.
With the advent of upstream integration, retailers play the de facto role of
common agent for both the house brand and the national brand. As a result, retailers
are able to “manage” competition between the national brand and the private label by
virtue of their role as the “setter” of retail prices. The extent to which this position
allows retailers to better price discriminate end consumers depends on the degree of
retail competition. Marketers frequently regard the introduction of private labels as a
boon to consumers and a threat to national brands which advertise purely
psychological benefits. It is not clear, however, that market power, or net economic
prices will fall with the introduction of private labels coupled with higher levels of
retail concentration (Huang et al. 1991, Hurwitz and Caves 1988, Grossman and
Shapiro 1986, Pabba 1986; Putsis 1997).
The empirical literature underlines a number of unambiguous realities in this
context. Connor and Peterson (1992), for example, study hundreds of grocery items
and find that prices are higher in categories with higher levels of advertising spend by
the national brands. In addition, Connor and Peterson find that the “gap” between
national brand and private labels is higher, the higher are category advertising levels7.
Advertising can either serve as a source of information (Nelson 1974, Darby and Karni
1973) which would tend to narrow prices across brands, but can also serve as a source of
differentiation and market power; see Tirole (1990, p. 278), Comanor and Wilson
(1979), and Schmalensee (1978). The latter case appears most plausible for categories
with private labels given both empirical observation and the content of manufacturer
advertising which generally makes no reference to pricing8.
In a second study, reported in Kim and Parker (1999), the authors detail the
explicit dynamics of the trends observed in Conner and Peterson (1992) by
considering the world’s “most consumed” product. In that study, as the national
7 The Connor and Peterson analysis uses the percentage gap between national brand prices and private label prices as an index. 8 Pricing is notably absent from most television, radio, magazine and outdoor advertising and these are the primary media used by manufacturers to advertise to consumers.
8
manufacturers increased advertising expenditures, the retailers increased the prices of
both the national brands and the private labels (at a period of marginal cost declines).
Using a model of market conduct, they show that advertising allows the retailer to
better price discriminate across two segments (brand seekers versus private label
seekers), while gradually increasing the prices for both, thus increasing economic
profits. While the authors empirically confirm the trend seen in Conner and Peterson,
they fail to provide a sound theoretical model of why we might observe such an
outcome. They also fail to consider the role that “macro” effects, such as the product-
line choices made by up-stream players or the degree of retail competition, might
play. A number of authors have also considered the context of private labels on cross-
product conduct but they do not consider industry structure and the dynamics of
market prices resulting from competition (see for example, Mills 1995 and Dhar and
Hoch 1997).
In what follows, we propose a model that takes a step towards explaining this
combination of empirical facts from packaged goods markets. We then provide an
empirical illustration to support the theoretical findings suggested by the model.
3. The Model
Model Intuition
Intuitively, the primary attractiveness of private labels to retailers is that they provide
an opportunity for the retailer to discriminate between those customers who prefer
national brands and those who are happy with a quality-equivalent private label. As a
local monopolist, the retailer has the incentive to price discriminate in order to extract
as much rent as possible across all consumer segments. This use of private labels
was first mentioned by Wolinsky (1987). Retailers can thus drop low-priced generics
and replace these with low-priced private labels. If we assume that advertising by the
remaining national brands appeals to a given segment, the retailer will simply charge
higher prices for the national brands purchased by "advertising attracted" consumers,
while simultaneously optimizing profits from "lower price" oriented consumers.
We propose a model designed to capture two specific aspects of private labels.
First, private labels are attractive to retailers because they enable retailers to charge
different prices to consumers who are heavily influenced by national brand advertising
9
and those who are simply concerned with the physical characteristics of the product.
Second, the model captures differentiation between retailers as an exogenous parameter.
This allows us to study the impact that the intensity of retail competition has on both the
attractiveness of private labels and overall category pricing.
Model Assumptions
The model assumes quality equivalence of the national brand and the private
labels (except that there are a group of consumers who are willing to pay more for a
brand if it is advertised). Private labels are supplied by the national brand
manufacturer (there are no alternate sources of supply) which allows us to abstract
away from a retailer’s desire to either increase margin or reduce the power of the
manufacturer (Wilcox and Narasimhan 1998)9. From the perspective of the retailer,
the model allows us to focus on two potentially conflicting effects for private labels:
that of facilitating price discrimination (which is positive) and the response of
manufacturers in terms of increasing wholesale prices which may be negative. In
addition, retailers need to account for the added costs of stocking and managing a
second brand. In essence, we generalize to situations where price discrimination and
retailer differentiation are the most important forces in the market. The idea is not to
suggest that other explanations (increasing margins, building store loyalty, or
countering the oppressive power of manufacturers) are not important in certain
situations.
Setup. The game considers three types of players: one manufacturer, two
competitive retailers and consumers. Retailers are spatially differentiated to capture
the degree of competition in the retail market. Conceptually, the game being
examined has four stages. The first stage consists of the decision by retailers to
request the supply of private label from the national brand manufacturer.
The national brand manufacturer is assumed to be the only manufacturer
capable of producing a private label (there are no alternate contract manufacturers). A
first reason for this assumption is that we wish to abstract away from the typical “cost
based” rationale for private labels and focus on how private labels both facilitate price
discrimination and affect retail pricing and profits. A second reason is that we wish to
9 Note that under the assumption of a monopolistic manufacturer and two retailers, there is nothing retailers can do (outside of collusion) to reduce the power of the manufacturer
10
focus on a specific class of private labels, those that are quality-equivalent. We
assume that the only the national brand manufacturer is capable of producing such a
product.
The second stage involves the manufacturer making a decision of whether or
not to supply the retailers as requested with quality-equivalent private label. The third
stage of the game occurs after decisions about the availability of private label are
complete. The stage consists of the national brand manufacturer first choosing an
optimal level of national brand advertising and second, setting wholesale prices
simultaneously for both the national brand and the private label (assuming retailers
have decided to carry it). The final stage of the game consists of retailers setting retail
prices optimally given the advertising level and wholesale prices quoted by the
manufacturer. Based on the prices set by retailers, consumers then make decisions
whether or not to buy any of the products the retailers make available.
Consumers. The retail market consists of two identical retailers located at
either end of a linear market of unit length. Consumers are uniformly distributed
along a line of unit length with density δ (i.e. the total number of consumers in the
category is δ). There are 2 types of consumers. The first are referred to as brand
seekers (denoted by superscript b) and the others are referred to as product seekers
(denoted by superscript p). We assume that a fraction λ of consumers are brand
seekers and 1-λ are product seekers (the distribution of both types of consumers are
assumed to be uniform along the linear market as shown in Figure 1).
(Figure 1)
Any consumer is identified by her location in the linear market. In addition to the
money a consumer pays to purchase a product from a retailer, she incurs a
transportation cost that is proportional to her distance from the retailer in question. In
other words, a consumer at x incurs a transportation cost of tx when she buys from the
retailer located at the left end of the line and a transportation cost of t(1-x) when
buying from the other retailer. t is the ‘transportation’ cost per unit distance. The
purpose of the parameter t is to reflect both the time and out-of-pocket costs of
making a trip to a retailer. The utility functions for the two types of consumers buying
a product priced at pd at a retailer located a distance d from the consumer are as
follows.
11
For brand seekers:
National Brand U A v td pdb
dn= + − − (1)
Private Label U v td pdb
dg= − − (2)
For product seekers:
Both Brands U v td pdp
d= − − (3)
Both the national brand and private labels are assumed to provide a benefit v to both
types of consumers. To ensure that markets exist in both segments, we assume,
without loss of generality, that the marginal cost of producing the product c is less
than the reservation price v.
In contrast to product seekers, brand seekers are willing to pay a premium for the
national brand that is equal to A, a measure of advertising effort implemented by the
national brand manufacturer (product seekers are not affected by advertising). We do not
examine the basis for the premium that brand seekers are willing to pay for an advertised
brand. However, as previously mentioned, there is strong evidence that a segment of the
population is willing to pay more for an advertised brand (even when the non-advertised
brand is perceived to be quality-equivalent). One potential explanation for this premium
is the objective familiarity effect identified in the behavioural literature (Wilson 1979,
Obermiller 1985, and Anand, Holbrook and Stephens, 1988). Consumers are observed to
exhibit more positive attitudes towards objects with which they are familiar and
advertising plays the role of familiarising consumers with national brands.
Overall utility is determined by the difference between these benefits and the
price paid plus cost of travelling to the retailer. Each consumer is assumed to buy at
most one unit and she will buy the product that provides the highest utility. However, if
no product/price combination in the market provides a given consumer with positive
utility, that consumer will not purchase. Our interpretation of a consumer not buying is
that she has dropped out of the category because prices are too high. Thus, when retail
prices are high enough a significant proportion of consumers in the market will not buy.
Retailers. The retailer first decides whether or not to request a private label in
addition to the national brand. If the retailer carries a private label, it must set prices
for both the national brand and the private label brand given the brand advertising
level and wholesale prices as quoted by the manufacturer. Because of the symmetric
12
model structure, we do not observe asymmetric outcomes where one retailer offers a
private label and the other does not. A retailer that does not launch a private label
when its competitor has will lose most of its ‘product seeker’ customers as well as
incurring a higher wholesale price for the national brand10. As a result, we focus on
symmetric strategy equilibria (where both retailers carry just the national brand or
both offer the national brand and private label). Retailers have the following
objective functions:
With National Brand only
])1([)( 1111
1pb
nn
pffwpMax
nλλδπ −+−= (4)
])1([)( 2222
2pb
nn
pffwpMax
nλλδπ −+−= (5)
With National Brand and Private Label rp
ggb
nn
ppkf)w-(pf)w-(p = Max
gn−−+ ))1( 1
11
11, 11
λδλδπ (6)
rpgg
bnn
ppkf)w-(pf)w-(p = Max
gn−−+ ))1( 2
22
22, 22
λδλδπ (7)
The retailers maximize these objective functions simultaneously taking the
advertising and wholesale prices chosen by the manufacturer as given. The variables
prt is the price for product t where t can equal n (national) or g (private label) at
retailer r, where r can equal 1 or 2; frn is the fraction of buyer type ‘s’ which buys
store r where s can equal b for the brand seeker or p for the product seeker and as
before, r is the retailer in question. Consistent with the requirements of anti-trust law,
the manufacturer charges both retailers the same price wt to for the national brand.
Similarly, we assume that the manufacturer charges the same price to both retailers
for supplying private label. The calculation of frn , the fraction of buyer type buying n
from store r depends on both the prices chosen by retailers and A, the level of
advertising effort chosen by the manufacturer to support the national brand. The
variable kr is the fixed cost incurred by retailer r (where r = 1 or 2) to develop and
carry a private label brand (managerial costs, packaging development, inventory costs
and additional stocking/ control costs). This fixed cost is assumed to be symmetric
across the two retailers. 10 Except when advertising is extremely low, a retailer without a private label brand will be unable to serve product seekers at all. As soon as at least one private label is available, the wholesale price on the national brand is set high to extract the surplus created by advertising.
13
High degrees of differentiation are captured through high transportation costs.
When t is high, a consumer has strong preferences for products located at a retailer
nearby and gives up utility to purchase a product which is further away. Thus, high
transportation costs (relative to other parameters in the model) imply that significant
differences in price will be needed to convince a consumer to make a trip to a retailer
who is far from home. Transportation costs can be described in relation to consumers’
reservation prices and the cost of producing the product i.e. the degree of
differentiation is captured by comparing transportation costs to the societal benefit of
consuming the product (v-c). As we proceed through the analysis, we find that the
ratio of v-c to t has a significant impact on the equilibrium that is observed. In some
sense, this ratio is a comparison of how important it is for a consumer to be in a
category versus how expensive it is to travel to the retailer to buy the product.
The Manufacturer. In reality, a manufacturer who has the potential to supply
private label makes several decisions. First, the manufacturer decides whether or not
to supply private labels (assuming that retailers want private labels). Second the
manufacturer decides how much advertising support to place behind the national
brand. Advertising (in terms of creative production and media purchasing) for
national brands requires significant advance planning and investment so advertising is
set prior to wholesale prices. Finally, the manufacturer sets the wholesale price for the
national brand and the private label (assuming an agreement to supply it was reached
in the first two stages). We simplify by restricting our analysis to two situations: (1) a
market where the retailers carry private labels and (2) a market where they do not. In
general, when both the manufacturer and the retailers have aligned incentives (the
profits of both increase) private labels will be observed. If either the manufacturer or
the retailer suffers reduced profits as a result of the private labels, they will not be
observed11. When private labels are supplied, the manufacturer optimizes the
wholesale prices for the two products simultaneously.
These assumptions imply that the objective function for the manufacturer is
the following:
When Retailers do not carry Private Labels 11 For a narrow range of fixed costs (kr) retailers will find themselves in a Prisoners’ Dilemma i.e. both retailers launch private label even though retailer profits are reduced from equilibrium profits in the absence of private label (all that is needed for an equilibrium of launching private label is that the profit from unilaterally launching private label be sufficiently high). This is a technicality for a very narrow range of kr so we ignore it and focus on a comparison of symmetric profits.
14
( ) [ ]Max w c f f f f Aw A
mn b b p p
n ,( ) ( )( ) $π δ λ λ γ= − + + − + −1 2 1 2
21 (8)
When Retailers carry Private Labels ( ) ( )Max w c f f w c f f A
w w Am
n b b g p pn p, ,
( ) ( )( ) $π δλ δ λ γ= − + + − − + −1 2 1 221 (9)
subject to: $A ≥ 0 (10) w w 0n g, ≥ (11) where the hat on advertising effort (A) implies that it is chosen prior to the setting of
wholesale prices. The marginal cost of the products (which are physically equivalent)
is c and γ is the advertising cost parameter. Consistent with empirical observation, the
cost of advertising is assumed to be a convex function of advertising effort.
Extensive Form of the Game. The extensive form of the game, which
includes the decisions of all players and their sequence, is as follows:
1. The retailers decide whether to request quality-equivalent private labels in
addition to the national brand;
2. The manufacturer decides whether to supply private labels;
3. The manufacturer chooses advertising effort;
4. The manufacturer sets the wholesale prices for the products that it is supplying
to retailers (national brand and potentially private labels);
5. The retailers set retail prices for the products that they are selling (national
brand and potentially private labels);
6. Each consumer observes the prices chosen by retailers and will purchase the
product that provides maximum utility (assuming her participation constraint is
satisfied).
4. Model Solution
To determine Nash equilibria, we start by examining how the retail market unfolds
after advertising and prices have been chosen. The sales made by a retailer are a
function of the fraction of consumers who buy the national brand and private labels at
that retailer, the density of consumers, the price charged and the wholesale costs
incurred to make the sale. We assume (without loss of generality) that when the
retailer launches private labels, only brand seekers purchase the national brand
because product seekers are unwilling to pay more for a product simply because it is
advertised. Under each of the two scenarios (retailers do not launch private labels and
15
retailers do launch private labels), several market outcomes are observed as a function
of exogenous parameters. When private labels are available, three outcomes are
possible:
Scenario 1. All consumers buy;
Scenario 2. All brand seekers buy but some product seekers do not;
Scenario 3. A percentage of both brand and product seekers do not buy.
When private labels are available, a situation in which product seekers are locked out
of the market will not be encountered because the retailer will always direct private
label product to product seekers. Due to the assumption that v>c, a wholesale price
between v and c can always be found that will yield positive sales to product seekers
and make retailers and manufacturers better off.
When retailers do not have private labels available for sale, the following
outcomes are possible assuming that the national brand is advertised:12
Scenario 1. All brand seekers buy and no product seekers buy;
Scenario 2. All brand seekers buy and some (but not all) product seekers buy;
Scenario 3. Some (but not all) brand seekers buy and no product seekers buy;
Scenario 4. Some (but not all) brand seekers buy and some (but not all) product
seekers buy.
When only the national brand is available and it is advertised, there is never an
outcome where all consumers are served. In order to benefit from advertising, a
manufacturer must charge higher wholesale prices and this translates to higher prices
in the retail market. While brand seekers will be willing to pay these higher prices,
poorly located product seekers (i.e. in the middle of the market) will find the prices
too high to yield positive surplus.
Equilibrium with Private Labels Available
We first consider the situation faced by a retailer offering private labels. In
Scenario 1, the decision faced by a product seeker located in attribute space a distance
x from Retailer 1 (Retailer 1 is located at the left end of the market i.e. x=0, and
12 For a range of sufficiently low λ, a manufacturer will choose not to advertise i.e. when
tcvtcv3)(2
2)(−−−−
<λ (see the technical appendix for a derivation of this limit). In this situation, the
manufacturer treats the market as homogeneous (brand seekers and product seekers have the same surplus functions in the absence of advertising).
16
Manufacturer 2 is at the right end i.e. x=1). The surplus obtained from Retailer 1 is v-
tx-p1 and from Retailer 2 is v-t(1-x)-p2 (regardless of whether the consumer considers
the national brand or private label). If the product seeker, who is indifferent between
the two retailers is located at (x*), then:
* 1x = p - p + t
2t2 (12)
All product seekers to the left of x* will purchase from Retailer 1 and those to the
right will purchase from Retailer 2. Because the line segment is of unit length the
expression for x* is equivalent to f p1 and 1- x* is equivalent to f p
2 . Similar reasoning
yields equivalent expressions for brand seekers.
However, the vertical nature of our market means that the national brand
manufacturer will set wholesale prices such that the marginal consumer is indifferent
between buying and not buying (otherwise, he could either raise price or have chosen
a lower level of advertising to increase profit).
Thus, once we are in a situation where all brand seekers and product seekers
are served, the manufacturer will set wholesale prices high enough such that each
retailer is a de facto local monopolist on her half of the market (for each segment); i.e.
the consumer in each segment who is indifferent between the two retailers will
receive zero surplus (or less).
Scenario 2 (all brand seekers buy but some product seekers do not) occurs
when p p v t1 2 2+ > − . In this case, there is a gap in the market of product seekers
because the consumer who is located equidistant from the two retailers would obtain
negative surplus by buying. The fraction of product seekers f rp who would be
willing to buy from each retailer is given by the expression, f v ptr
p r=− . In this
situation, the brand seekers will be fully served; however, the brand seeker who is
indifferent between the two retailers receives zero surplus.
In Scenario 3, there is a gap in the market for brand seekers as well as for
product seekers (the gaps occur in the center of the market). The surplus a brand
seeker obtains from Retailer 1 is A+v-tx-p1 and from Retailer 2 is A+v-t(1-x)-p2.
Similar to the explanation in Scenario 2, this leads to the following expression for the
fractions of brand seekers patronizing each retailer t
pvAf rb
r
−+= .
17
The approach to solving this problem entails identifying boundaries for the
scenarios listed above. These boundaries are a function of both the relationship of
transportation cost (t) to available surplus (v-c) and γ the advertising cost parameter. It
proves useful to adopt the following normalizations:
1. The density of consumers (δ) along the line is assumed to be one. δ is
effectively a scaling factor and it does not affect any of the first order
conditions.
2. The reservation price (v) for all consumers is set to 1.
Based on the above discussions, we derive the equilibrium manufacturer profits,
retailer profits, wholesale prices, and advertising level for each of the above scenarios.
The results are provided in the technical appendix.
We now explain how the boundaries between the three scenarios are
determined. First, we calculate the fraction of each segment served by the retailers
(the fractions for each scenario are shown in Table 3).
(Table 3)
To determine the boundary between Scenarios 3 and 2, we identify the condition in
terms of (t,γ) that must be satisfied for the brand seeker share of market to equal ½.
Similarly to determine the boundary between Scenarios 2 and 1, we identify the
condition that must be satisfied for the product seeker share of market to equal ½. The
conditions are shown in Table 4.
(Table 4)
The appearance of the zones for each scenario (with private label available) is shown
in Figure 2 (we fix λ= ½ and the marginal cost at 0.1).
(Figure 2)
Along the y-axis, both brand and product seekers are fully served because
transportation costs are low compared to the surplus associated with an unadvertised
product. However, as we move to the right (and transportation costs increase), we
enter a zone where only brand seekers are fully served. As transportation costs rise,
the product seekers who are far away do not buy because product seekers in general
enjoy lower benefits from buying (they perceive no benefit other than v, the value
from the physical product). Finally, in the upper right area, not only are transportation
costs high, so are advertising costs. As a result, in this area, there is not enough
advertising to keep distant brand seekers in the market either.
18
Equilibrium with only the National Brand available
When only a national brand is marketed, the procedure to determine the
boundaries of the four scenarios (outlined at the beginning of section 4) is analogous
to the approach used when private labels are available with two key exceptions:
1. In contrast to Figure 2 (when both private labels and national brands are
available), the region where both brand and product seekers are partially served
(Scenario 4), has a border with two different scenarios. The first occurs when a
reduction of travel costs leads to brand seekers being fully served (this is
analogous to the boundary between Scenarios 2 and 3 in Figure 2). The second
occurs when reductions in the cost of advertising create an incentive to choose
high advertising levels and serve only brand seekers (this scenario does not exist
when both national and private label brands are available).
2. In contrast to the case of national and private label being marketed (where there is
a unique optimal price for each product sold), the national brand manufacturer
always has a choice between trying to serve both types of consumers or ignoring
product seekers and serving only brand seekers. Thus, when only the national
brand is available there are two local maxima. The profits of each maximum need
to be compared directly. As advertising costs get small (γ gets smaller), the
manufacturer prefers the scenario of serving only brand seekers.
Similar to the equilibrium when both the national brand and private label are
available, we derive the equilibrium manufacturer profits, retailer profits, wholesale
prices, and advertising level for each of the four scenarios. These results are provided
in the technical appendix. To determine the boundaries (with the exception of the
boundary related to the discussion in point 2), we analyze the fractions of each
segment served by the retailer. The reduced form equations for these factors are
shown in Table 5.
(Table 5)
Using similar reasoning to that used when the national brand and private labels are
available, we construct the regions that define the equilibrium market structure given
the exogenous parameters t, λ and γ. The boundaries between each of the key
scenarios when only national brands are available are shown in Table 6.
(Table 6)
19
To illustrate how these regions appear, Figure 5 shows the various boundaries and
scenarios when only the national brand is available (as before, we fix λ= ½ and the
marginal cost at 0.1).
(Figure 3)
The areas labelled 1a and 1b are where the equilibrium is Scenario 1, the area labelled 2
is where the equilibrium is Scenario 2 and so on. Note that we have divided Region 1
into Regions 1a and 1b because in Region 1a there are two local maxima: one in which
all consumers are served (and there is no advertising) and the other in which only brand
seekers are fully served. Our interest lies in categories where national brands are
advertised, both in the absence and presence of private labels. As a result, we restrict our
attention to the part of the parameter space where the “no advertising” outcome is
dominated. Following footnote 12, with a large enough λ, the “no advertising”
maximum is strictly dominated.
The primary observation to be made is that when advertising is inexpensive (i.e.
one is near the x-axis in Figure 3), the tendency is for a manufacturer to price such that
product seekers are not served. In contrast when advertising is expensive (and we find
ourselves in Scenarios 2 or 4), a manufacturer wants to serve some product seekers
although the share of product seekers served is always less than the share of brand
seekers served.
We now identify the equilibrium product strategies (national brand only or
national and private label) for the market using the profit functions for manufacturers
and retailers as determined earlier.
Equilibrium Market Outcome
The outcomes in this model involve the comparison of two subgames, one
where there are 3 equilibrium scenarios and the other where there are 4 equilibrium
scenarios. In addition, even with the normalizations already implemented, we have
three exogenous parameters: the distribution of customers (λ), the marginal cost for
the manufacturer (c), and the fixed cost of private label stocking incurred by the
retailer. To illustrate several key findings, we use the outcomes calculated in the
previous section to conduct a simulation. For the simulation, we make the following
normalizations:
20
1. The marginal cost is set to 0.1. Higher marginal costs have the effect of moving
the boundaries towards the origin in both cases (partial coverage becomes more
likely) but do not change the shape of the equilibrium zones.
2. The fixed cost of introducing a private label is set at .01. This means that when the
benefits of private labels become arbitrarily small, private labels will not be
introduced (higher values of k simply reduce the attractiveness of private label for
the retailer).
3. The distribution of the market is normalized to 50% brand seekers and 50%
product seekers (i.e. λ=0.5). The impact of increasing λ is to move the boundaries
in the National Brand only case (Figure 3) upwards (there is no effect on the
boundaries in the National and Private Label case).
As noted earlier, Figure 3 indicates that there are two distinct situations when only
National Brands are available: the first occurs when advertising is expensive and
some product seekers are always served. The second occurs when advertising is
inexpensive and product seekers are not served.
In order to understand these two distinct outcomes, we have conducted
simulations for γ=0.3 (advertising is expensive) and γ=0.05 (advertising is
inexpensive). The results of the simulation are shown in Figures 4 and 5.
(Figures 4 and 5)
General Findings
There are three general conclusions that the simulation helps to illustrate. First, the
manufacturer always benefits from the retailer’s decision to carry private labels (thus,
she will always provide a “feasible” quote to a retailer interested in carrying a quality-
equivalent private label). Private labels are effectively a gift from the retailers to the
manufacturer because they allow the manufacturer to offer products that are better
tailored to the two segments of consumers in the market. When only the national
brand is sold, the manufacturer is always forced to compromise by either not serving
product seekers or by advertising less and charging prices that are a compromise
between the two segments. This provides a basis for understanding why the dominant
manufacturer in many categories has been willing to supply private label products that
are of equal quality to its own brand even when it is the only manufacturer in the
category capable of delivering such quality.
21
Second, in terms of retail profit, Figure 4 highlights that retailers have the
most to gain from private labels when transportation costs are low (under either case).
This advantage occurs because private labels allow all product seekers to be served
and product seekers are relatively more attractive when transportation costs are low
(in both the expensive and inexpensive advertising cases). This suggests that retailers
are more likely to launch private labels when transportation costs are low (or retail
competition is high). In contrast, when transportation costs are high, the benefit of
stocking private label is less significant.
Interestingly, the manufacturer’s profit function (under either scenario) is
relatively smooth and is not affected as the transportation costs increase and the
equilibrium moves through different zones. In contrast, the retailer’s profit function is
continuous but neither smooth nor monotonic as transportation costs increase. The
affect of increasing transportation costs on profitability is highly dependent on the
equilibrium zone in question.
Contrast between Expensive and Inexpensive Advertising Environments
First, we consider the manufacturer’s profits in Figure 4 and we notice a more
consistent relationship between the advantage of private label distribution and
transportation costs when advertising is expensive than when it is inexpensive. This
occurs because the main effect of private labels under inexpensive advertising is to
allow the manufacturer to serve product seekers who find the national brand too
expensive. Without private labels, inexpensive advertising causes the manufacturer to
focus entirely on brand seekers.
In terms of retailer profit in Figure 4, we observe a significant difference
between the two cases of expensive advertising and inexpensive advertising. This is
captured in Proposition 1 (proofs are provided in the appendix).
22
Proposition 1
When advertising is inexpensive and some product seekers are not served, the benefit
to retailers of private label distribution is strictly decreasing in transportation cost. In
contrast, when advertising is expensive, retailer profits are increasing in
transportation costs when
t<
−++++−−−+−−
−−
−γ
γλγλγγλλγγλγγλγγλ ccccccMIN
323242882842281,
21
4
22242222
.
When advertising is inexpensive, the main effect of private label is to add a block of
customers to the retailer’s revenue that are otherwise unserved. However, the net
benefit of offering private label declines as transportation costs increase primarily
because product seekers become less important as a source of revenue (a significant
number are left unserved).
When advertising is expensive, at low levels of differentiation, we see that
increases in t can actually lead to increases in the profit that private labels create for
retailers. This provides insight as to why the recent spate of mergers in the retail
sector may also have led to an increase in the number of categories where retailers
have launched quality equivalent private labels. In the context of the model, increased
concentration can be viewed as leading to higher transportation costs. With higher
concentration, there is less direct competition for each store and conditions of local
monopoly are created in many smaller communities (for example, in Smith Falls,
Ontario, the merger of Provigo and Loblaws meant that the two operating
supermarkets were owned by the same chain). The reason that retailer profits increase
in this zone is that retailer profits are a direct function of the number of customers
served. The launch of private labels allows the retailer to increase the total number of
customer served in the market (prior to the private label, many product seekers do not
buy because the national brand is simply too expensive).
We report retail price as the average price for all units sold in the market.
Because there are equal quantities of brand and product seekers, the average is simply
the price each segment pays weighted by the fraction of each segment that buys.
When advertising is inexpensive, the impact of private labels on average category
pricing is to reduce prices as highlighted in Proposition 2.
23
Proposition 2
When advertising is inexpensive, private labels will tend to reduce the level of
category pricing.
The intuition for Proposition 2 is straightforward. When advertising is inexpensive
and only the national brand is available, product seekers are not served. When private
label is introduced, brand seekers continue to pay high prices for highly advertised
national brands. But the private labels allow retailers to serve product seekers at lower
prices. In these conditions, the availability of private labels drives prices down. This
story follows from a situation in which the main effect of private labels is to expand
the market.
When advertising is expensive, we obtain the reverse result as highlighted in
Proposition 3. We demonstrate the result for λ=½ and c=0.
Proposition 3
When advertising is expensive, the introduction of private labels leads to an increase
in average category pricing.
When advertising is expensive, the introduction of private labels leads to higher
average prices in the category. This occurs because manufacturers are able to offer a
more highly advertised and highly priced product to brand seekers when private labels
are available (this effect outweighs any reduction in the price paid by product
seekers). This provides an explanation of why the distribution of quality-equivalent
private labels can often lead to higher category prices. Of note, a key requirement for
this effect is that a significant number of product seekers buy the national brand in the
absence of private label alternatives.
5. Empirical Illustration
As noted in the introduction, our contention is that the primary source of growth in
private label has been the introduction of numerous quality-equivalent store brands.
Moreover our analysis suggests that increases in private label share will lead to an
increase in average category prices when the major effect is to shift volume from the
national brand to the store brand. Conversely, when the major effect of private label
24
share introductions is to increase category volume, the model predicts that category
prices will drop. To test these ideas, we have collected a set of data on 18 major retail
categories from the Private Label Manufacturers Association (PLMA), IRI and AC
Nielsen. The dataset contains annual data from 1993-1998 inclusive on category
volume, average category pricing, and private label market share. Thus, we have 108
potential data points. However, due to missing observations, we only have seven
complete categories (Breakfast Cereals, Cheese, Fresh Vegetables, Frozen Poultry,
Frozen Ready Meals and Pizza, Still Fruit Juices and Diapers) and 73 data points.
Summary statistics from the complete categories are provided in Table 6.
(Table 6)
We propose to estimate the following model.
iPLsharecat %VolPL%Vol%P ε∆β∆β∆ββ∆ ++++= 3210 (13)
Because we only have six data points per category, we use percentage change in the key
variables. This allows testing of the model’s predictions with a significant number of
data points (percentage changes allows aggregation across all categories for the
estimation). The analytical model makes no predictions about the intercept or the impact
of %Volcat∆ (nevertheless, in an aggregate model such as this, we might expect β0 to be
a proxy for the inflation rate). However, the model predicts that β2 will be positive
reflecting the fact that increases in Private Label share should lead to price increases
ceteris paribus. The model also predicts that β3 will be negative. Here %VolPL∆ is a
proxy for the degree to which Private Label introductions contribute to increases in
category volume. This follows from the analytical model’s prediction that private label
introductions will lead to price decreases when their major impact is to increase volume.
Here, we estimate the model on two samples. The first uses data from the categories that
are complete (hence 35 data points). The second uses data from 15 of the 18 categories
allowing an increased number of data points (52 data points). However, the 52
observation sample contains more uncontrolled noise due to its composition (a number
of categories contribute 2 or less observations).
(Table 7)
As expected, the intercept is significant and varies between 1.3% and 1.6% which very
closely parallels the inflation rate during the 93-98 period. In neither sample does
%Volcat∆ have a significant effect on the percentage change in price. However, both β2
and β3 are directionally consistent with the predictions of the analytical model. In the 35
25
observation model, both are significant at the 10% level. With the 52 observation model,
only β3 is significant; however β2 is marginally outside significance at the 10% level.
In sum, the empirical analysis is largely consistent with the predictions of the
analytical model. Private Label is playing an important role in allowing retailers to price
discriminate amongst heterogeneous consumers. As a result, increases in Private Label
share seem to lead to higher category prices ceteris paribus. Only when the share
increases of Private Label are primarily generated by increases in category volume is the
impact of Private Label introductions negative on average category pricing.
Returning to Figure 5, we observe that private label introductions lead to
significant increases in advertising for the national brand when advertising is expensive.
Coupled with Proposition 3, this echoes the findings of Connor and Peterson (1992) who
find that prices are higher in categories with higher levels of advertising spending by the
national brands. In contrast, the level of advertising is unaffected when advertising is
inexpensive. When advertising is inexpensive and only the national brand is available,
the objective of the manufacturer is to serve brand seekers as efficiently as possible (she
simply ignores product seekers). As a result, the objectives in managing the national
brand are unchanged by the availability of private labels. An interesting empirical
extension to this work would be to examine the advertising levels of major national
brands across a number of categories where private labels have recently taken on
increased importance.
6. Discussion
The goal of the model is to highlight several aspects of private label marketing and
explain certain empirical findings on aggregate market prices. As mentioned earlier,
Connor and Peterson (1992) analysed over 225 grocery categories and found that
advertising is positively related to average prices in markets where private labels are
significant. The growth of private labels comes at a time of reduced competition at
retail (due to mergers) and increasingly expensive advertising costs. This has two
implications in our modelling framework.
1. A higher level of t which reflects a lower level of competition between
retailers and,
2. Advertising costs which are increasing (i.e. a higher γ).
26
In addition, we would also mention that the relative fixed cost of introducing a private
label has gone down because
1. There is more volume over which to spread the fixed costs (increases in
concentration suggest that the new firms should be larger); and
2. The costs of inventory management and avoiding stockouts have gone down
due to computerisation.
This clarifies the empirical facts. In the past (when retail competition was more
intense and advertising was less expensive), the reason for launching private labels
was that they offered large profit gains from a segment of product-oriented consumers
who wanted to buy merchandise at lower prices. This frequently resulted in lower
pricing in the category (this relates to the simulation for γ=0.05 in Figure 4).
Recently however, a less competitive retail environment and increasingly
expensive costs of advertising means that there is less of an explicit reason for private
labels. Nonetheless, the profit potential of launching private labels has increased
because the fixed cost of doing so has gone down (the zone where private label is
profitable increases with reductions in the fixed cost of launching them). In addition,
the model also shows that increases in t (or a less competitive retail environment) can
lead to increases in the profitability of stocking private labels when advertising is
expensive. However, the model also shows that the advantages of private label
stocking start to decline, once transportation costs reach a certain threshold (in an
expensive advertising environment). This suggests that while the growth of private
labels recently has been phenomenal, further mergers in the retail sector (and less
competition) may lead to stagnation in their growth.
Finally, the model provides an explanation for the higher prices at retail that
are observed across a number of categories where private labels have become more
important. In fact, work by Sudhir and Meza (2002), confirms that retailers increase
the prices of national brands after private labels are introduced. Prices rise in the
aggregate, despite the appearance of lower priced private labels. Additionally, the
launching of private labels stimulates higher advertising on the part of the
manufacturer. As noted earlier, there is evidence of higher levels of advertising in
categories where the growth of private label is associated with higher market prices.
Moreover, the vast majority of advertising in categories where brands have tangibly
equivalent qualities consists of non-price “persuasive” messages.
27
Our analysis suggests that the popular belief that competition between private
labels and national brands is intense may be exaggerated. In a recent Harvard
Business Review article, Quelch and Harding (1996, p. 100) conclude that private label
competition remains a serious threat to national brands. In his popular marketing text,
Kotler (1994, p. 449) calls this competition the battle of the private-label brands. Here,
we find that advertising can significantly increase the profitability of a national brand
manufacturer even when the actual volume of the national brand declines. The battle
between private labels and national brands may not lead to reductions in manufacturer
profits or in average market prices. The model demonstrates that manufacturer and
retailer profits can increase as a result of advertising, which serves to create
differentiation, and private labels which facilitate price discrimination. The “losers” in
this arrangement may be smaller national brands (of lower quality) that are gradually
dropped by the retailers. When a dominant manufacturer supplies quality-equivalent
private labels to retailers, we find that the manufacturer’s clout in the marketplace
increases. This also provides a basis for explaining why certain manufacturers have
announced that they will discontinue brands unless they are the largest or second largest
in their categories (Quelch and Harding, 1996).
28
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31
Table 1 Store Brands: Percent Market Share of European Supermarket’s Own Brand
Products (1998)
Country Volume % Value % Belgium 34.8 25.9 France 22.2 19.1 Germany 33.7 24.9 Netherlands 21.1 18.9 United Kingdom 44.7 43.2 Average 31.3 26.4
Source: A.C. Nielsen (1999)
Table 2
Key Quality Equivalent Private Label Categories and National Brand Manufacturers who Supply Private Label
Product Category Products National Brand Manufacturers
Automotive Products oil, oil filters, accessories Valvoline Oil Company, Bosch Gmbh
Cleaning Products detergents, plastic bags, powder and liquid soaps
Colgate Palmolive
Disposable Products facial tissues, mouth washes, disposable cameras, film
Eastman Kodak Company
Do it Yourself Products power and hand tools General Electric Corporation
Financial Services credit lines, credit cards Barclays Bank Food Products table salt, spices/seasonings,
cookies, snacks, frozen food, seafood, breakfast cereals, beverages, dairy products
Keebler Company, RJ Reynolds, Parmalat, Starkist
Health and Beauty Aids toothbrushes, feminine hygiene products, rubbing alcohol, cold capsules, vitamins, tonics, first aid dressings
Baxter Healthcare Corp
Miscellaneous dog food, kitty litter, clothing, footwear
Nabisco Brands
32
Table 3 Demand Realized by Each Retailer in Equilibrium
(National and Private Label available)
SCENARIO Brand Seekers (share of market)
Product Seekers (share of market)
1. Full/Full 21
21
2. Full/Partial 21
tc
41−
3. Partial/Partial λγ
γ−−
t)c(
41
tc
41−
Table 4 Boundaries between Scenarios
(National and Private Label available)
Boundary Equation for the Boundary Scenario1/Scenario 2
⇒−<22
1 ct Scenario 1
Scenario2/Scenario 3 ⇒
+−<
ct 224λγ Scenario 2
Table 5 Demand Realized by Each Retailer in Equilibrium
(National Brand alone)
SCENARIO Brand Seekers (share of market)
Product Seekers (share of market)
1. Full/None 21 0
2. Full/Partial 21
t(tcctt
γλλλλλ
++−−++−−
− 22642222234
21
3. Partial/None λγ
γ−−
t)c(
41 0
4. Partial/Partial )t(t
)t)(c(2
2
41
λγγλλ
−+−−
)t(t)t)(c(
2
2
41
λγλγ
−−−
33
Table 6 Boundaries between Scenarios
(National Brand only)
Boundary Equation for the Boundary 1a. Scenario1/Scenario 2 (feasibility)
⇒−−++−
< 2
2222223t
tcct λλλλγ Scenario 1
1b. Scenario 1/Scenario 2 (profitability) Discussed in the technical appendix 2. Scenario 1/Scenario 3
⇒+−
<ct 224
λγ Scenario 1
3. Scenario 2/Scenario 4 ⇒
+−−+++−
<)ct(t
)tcc(122
2222 λλλλγ Scenario 2
4. Scenario 3/Scenario 4 ⇒<
t
2λγ Scenario 3
Table 7
Summary Statistics from Six Retail Categories 1993-1998
Category Average Annual % Change in
Category Average Price
Average Annual % Change in
Category Volume
Average Annual Change in
Private Label Share
Average Annual % Change in Private Label
Volume Breakfast Cereals -0.57% +3.64% +0.54% +12.90%
Cheese +0.22% +0.88% +5.06% +22.73% Fresh Vegetables +3.09% +1.33% +4.95% +20.3% Frozen Poultry +2.01% +16.16% 3.10% +46.92% Frozen Ready Meals & Pizza
+0.22% -2.64% +3.89% +38.19%
Still Fruit Juices +.32% +1.67% -1.21% -1.00% Diapers +2.93% -5.29% +2.20% +11.54%
Table 8 Results from Estimation
Model Intercept
β0
T-stat
(p-value) %Volcat∆
β1
T-stat
(p-value) sharePL∆
β2
T-stat
(p-value) %Vol PL∆
β3
T-stat
(p-value)
R2
7 cat @ 5
obs./cat
0.012384 3.56625
(0.001)
0.051621 1.237215
(.225)
0.190602 1.778842
(.085)
-0.03165 -1.9715
(.058)
.12053
52 obs.
15 cat.
0.01641 5.176743
(1.0E-5)
0.063199 1.478989
(.146)
0.165336 1.603361
(.115)
-0.03511 -2.2160
(.031)
.10265
34
Figure 2 Equilibrium Zones for a Market with Equal Proportions
of Brand and Product Seekers (National and Private Labels available) (λ=0.5, c=0.1)
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2
transportation costs
adve
rtis
ing
cost
par
amet
er
full coverage forbrand seekers
and partial coverage for product seekers
full coveragefor
brand seekersand
product seekers
partial coverage for both brand and product seekers
23
1
35
Figure 3
Equilibrium Zones for a Market with Equal Proportions of Brand and Product Seekers and no Private Labels
(λ=0.5, c=0.1)
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1 2.2 2.3 2.4 2.5
transportation costs
adve
rtis
ing
cost
par
amet
er
full coverage forbrand seekers
and partial coverage for product seekers
partial coverage for brand seekers andproduct seekers not served"full coverage for brand seekers"
dominates " full coverage forbrand seekers and partial
coverage for productseekers" (both regimes
are local maxima)
partial coverage for both brand and product seekers
full coverage for brand seekers andproduct seekers not served
4
3
1a
2
1b
36
Figure 4 Equilibrium Outcomes for Expensive/Inexpensive Advertising Environments
Expensive Advertising
001105030 .k,.c,.,. ==== λγ
Manufacturer Profit for Expensive Advertising
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.6 0.9 1.1 1.4 1.6 1.9 2.1 2.4 2.6 2.8
Transportation Cost
Man
ufac
ture
r Pro
fit
manuf profit (national brand only) manuf profit (national and private label)
Retailer Profit for Expensive Advertising
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0.16
0.6 0.9 1.1 1.4 1.6 1.9 2.1 2.4 2.6 2.8
Transportation Cost
Ret
aile
r Pro
fit
retailer profit (national brand only) retailer profit (national and private label)
Inexpensive Advertising
0011050050 .k,.c,.,. ==== λγ
Manufacturer Profit for Inexpensive Advertising
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
0.9 1.4 1.9 2.4 2.9 3.4 3.8 4.3 4.8 5.3
Transportation Cost
Man
ufac
ture
r Pro
fit
manuf profit (national brand only) manuf profit (national and private label)
Retailer Profit for Inexpensive Advertising
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.9 1.4 1.9 2.4 2.9 3.4 3.8 4.3 4.8 5.3
Transportation Cost
Ret
aile
r Pro
fit
retailer profit (national brand only) retailer profit (national and private label)
37
Figure 5 Equilibrium Outcomes for Expensive/Inexpensive Advertising Environments
Expensive Advertising
001105030 .k,.c,.,. ==== λγ
Category Average Retail Price (Expensive Advertising)
0
0.2
0.4
0.6
0.8
1
1.2
1.4
0.6 0.9 1.1 1.4 1.6 1.9 2.1 2.4 2.6 2.8
Transportation Cost
Cat
egor
y A
vera
ge P
rice
cat. average price (national brand only) cat. average price (national and private label)
Advertising Levels under conditions of Expensive Advertising
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
0.6 0.9 1.1 1.4 1.6 1.9 2.1 2.4 2.6 2.8
Transportation Cost
Adv
ertis
ing
advertising (national brand only) advertising (national and private label)
Inexpensive Advertising
0011050050 .k,.c,.,. ==== λγ
Category Average Retail Price (Inexpensive Advertising)
0
1
2
3
4
5
6
7
0.9 1.4 1.9 2.4 2.9 3.4 3.8 4.3 4.8 5.3
Transportation CostC
ateg
ory
Ave
rage
Pric
ecat. average price (national brand only) cat. average price (national and private label)
Advertising Levels under conditions of Inexpensive Advertising
0
1
2
3
4
5
6
0.9 1.4 1.9 2.4 2.9 3.4 3.8 4.3 4.8 5.3
Transportation Cost
Adv
ertis
ing
advertising (national brand only) advertising (national and private label)
i
Technical Appendix “Why Private Labels may Increase Market Prices”
Table TA-1
Equilibrium Outcomes for three Scenarios National and Private Label Brands
Scenario 1 Full/Full
Scenario 2 Full/Partial
Scenario 3 Partial/Partial
Manufacturer Profit
γγγγλ
442 ct 4 − 4 − +
tc
tc
ttc
tc
tct
4244
241
422
2
λλλ
λλλγ
λ
−+−+
−+−−+
( ) ( )
( )λγλλγ
−++−+−
4441 22 tc
Retailer Profit
rkt−
4
rkt
cccct−
−+−+−+16
2214 222 λλλλ
( ) ( )
( ) rktt
tttc−
−++−−−
2
222322
41616881
λγγλλγλγλ
Wholesale Price National Brand
t−+12γλ
t−+12γλ
1422
−−+
tctct
γλγγ
Wholesale Price Private Label
Average Price
21
2
2 t−+
γλ
γγλγλλγγγ
γγγλγλλ
tcccc
tttt
8232
83484
22
22
−−++
−+−−−
−
Too long for presentation
purposes.
Advertising
t−1 21 c+
21 c+
γλ2γ
λ2 γλ
λλt
c4−+−
ii
Table TA-2
Equilibrium Outcomes for Four Scenarios under the National Brand Only Case
Scenario 1 Full/None
Scenario 2 Full/Partial
Manufacturer Profit
++−+−
+−+−
+ 12
4444
23
141
2
2223
cctct
ttctt
ttγγγ
γ
Retailer Profit
Wholesale Price
( )tctttcct
γλλλγλγλλλλ
++−+−−++−+−+
2
2222
2642222264642
Retail Pricing
Advertising
ct λλλγ
λ−−+
4
2
4tλ
t−γλ2
21
2t
−+γλ
γλ2
( )( )22
2 422231
161 tct
ttγ
γ−+−−
+
tttct
γγγ
2322 2
+−+++
tct
γ23225
21
++−
iii
Table TA-3
Equilibrium Outcomes for Four Scenarios
under the National Brand Only Case
Scenario 3
Partial/None Scenario 4
Partial/Partial
Manufacturer Profit
( )
2
2
412
λγγ
−+−
tcc
Retailer Profit
( )( )2
22
414
1
−
−
t
ct
γ
γ
Wholesale Price
Retail Price
Advertising
The Boundary between Scenario 1 and Scenario 2 (National Brand only) The expression which describes a value of γ below which serving only Brand Seekers is more profitable than serving both segments is too long for presentation. However, evaluated at λ=0.5, the expression reduces to the following:
)tc(t)cctcccttcttctcttcctt(cctctt
14106412109126441420912223
2
2142223232432322
−++++−+++−+−−++−−+++−−+
=γ
This is the value of γ which has been used to determine the equilibrium manufacturer and retailer profits in the simulation conducted for λ=0.5, c=0.1 and f=0.01.
2
2
422
λγγγλ
−++−
ttctc
116412
−++−
ttctc
γγγ
( )116
12−
−t
cγ
( )2
2
412
λγγ
−+−
tcc
( )( )2
22
414
1
−
−
t
ct
γ
γ
2
2
422
λγγγλ
−++−
ttctc
116412
−++−
ttctc
γγγ
( )116
12−
−t
cγ
iv
Derivation of the Limit for t such that National Brands are advertised (in the absence of Private Labels) In Scenario 2, the reduced form of the manufacturer’s profit function:
22212 At
)AtA)(cAtA(M γ
λλπ −
++−−−−+=
At
))(cAtA(t
)AtA)((A
M γλλλλπ 22212222−
−−−−++
++−−=
∂∂
at
A=0 this reduces to: t))(ct()(
A A
M 22120
−−−+−=
∂∂
=
λλπ
. This expression is
negative when tcvtcv3)(2
2)(−−
−−<λ .
Proof of Proposition 1 The benefit from introducing private label when some product seekers are not served and advertising is inexpensive obtains by looking at the gain of Scenario 2 profits (NL and PL) versus Scenario 1 profits (NL only).
4162214 222 tk
tcccct
riλλλλλπ∆ −−
−+−+−+=
tc
i 16)1)(1( 2−−
=⇒λπ∆ and
2
2 116
)1)(1(t
ct
i −−−=
∂∂ λπ∆ <0.
In contrast, when advertising is expensive, the benefit from introducing private label obtains by looking at the gain of Scenario 4 profits (NL and PL) versus Scenario 3 profits (NL only) when
21
4ct −
−<γλ and
t<γ
γλγλγγλλγγλγγλγ ccccc 323242882842281 22242222 −++++−−−+−−
− .
When 2
14
ct −−>
γλ and
t>γ
γλγλγγλλγγλγγλγ ccccc 323242882842281 22242222 −++++−−−+−−
− , the gain from
introducing private label is given by comparing Scenario 3 profits (NL and PL) to Scenario 4 profits (NL only) Note the expressions for t obtain by rearranging the boundaries given in Tables 3 and 5 (we select the positive root for t because the expression from Table 5 generates a quadratic expression in t). When
21
4ct −
−<γλ and
t<γ
γλγλγγλλγγλγγλγ ccccc 323242882842281 22242222 −++++−−−+−−
−
v
( )( )22
2
222
422231
161
162214 tct
ttk
tcccct
ri γγ
λλλλπ∆ −+−−+
−−−+−+−+
=
It is not possible to show analytically that this expression is increasing but we have simulated the derivative for a range of t and γ that satisfy the conditions for expensive advertising and it is always positive.
λ=0.5 and c=0
0 0.02 0.04 0.06 0.08 0.1
0.12 0.14
0.6
0.8
t 0.2
0.3 g
Value of Derivative of the Benefit of Launching Private Label (Retailer)
λ=0.333 and c=0
00.020.040.060.080.10.120.14
0.6 0.8 t
0.2
0.3g
Value of Derivative of the Benefit of Launching Private Label (Retailer)
λ=0.666 and c=0
0
0.05
0.1
0.15
0.2
0.25
0.6 0.8
t 0.26 0.28 0.3 0.32 0.34
g
Value of the Derivative of the Benefit of Launching Private Label (Retailer)
When
21
4ct −
−>γλ and
t>γ
γλγλγγλλγγλγγλγ ccccc 323242882842281 22242222 −++++−−−+−−
− ,
( ) ( )( ) 2
41
22
2
222322
)4()1(
41616881
−−
−−−
++−−−=
tctk
tttttc
ri γγ
λγγλλγλγλπ∆ . It cannot be shown that that
derivative of this expression with respect to t is negative for all c and λ, however for
c=0 and λ=½: 22
22
)116()18(138448
−−++−
=∂
∂ttttt
ti
γγγγπ∆ . For this to be negative, t<
γγ 483
161
+ . Which
combined with the initial contraint implies that γ<.0528 which lies outside the allowable zone for expensive advertising.
vi
Proof of Proposition 2 Using the expression from Tables TA-1 and TA-2. Prices with National Brand only
(Scenario 1) are 2
12
t−+
γλ and with both Private Label and National Brand (Scenario
1) are 2
12
2 t−+
γλ . Since λ<1, Average prices drop with the introduction of Private
Label. When t is higher, we compare average prices with National Brand only (Scenario 1) to average prices with Private Label and National Brand (Scenario 2). The difference is given by: 2 1 t
2 18
42t8t4t232cc232cc2
t
184t8t4t242t8t4t232cc232cc2
t It is not possible analytically to show that this is positive however, if we look at the case where the market is evenly divided between Brand Seekers and Product Seekers
and c=0, this simplifies to: γ
γγγt
ttt16
3482 2 ++−−− . The expression γγγ 3482 2 ++−− ttt
is negative for sufficiently small γ implying that γ
γγγt
ttt16
3482 2 ++−−− >0 when
advertising is inexpensive. Proof of Proposition 3 Using the expression from Tables TA-1 and TA-2. Prices with National Brand only
(Scenario 1) are 2
12
t−+
γλ and in the case of National Brand and Private Label
tttct
γγγ
2322 2
+−+++ (Scenario 2). If prices with the Private Label rise then
21
2t
−+γλ -
tttct
γγγ
2322 2
+−+++ >0. At λ=½ and c=0, this is greatest at the upper limit of t i.e.
21
=t
and simplifies to )3(
381
γγγ
+− . This expression is positive for all γ that satisfy the
condition in footnote 9. If transporation costs are greater than we compare the average prices with National Brand only (Scenario 2)
γγλγλλγγγγγλγλλ
tccccttt
82323484 2222 −−+++−+−−
to the case of National Brand
vii
and Private Label (Scenario 2)t
ttctγ
γγ2322 2
+−+++ . The difference simplifies to
116
6t24t28t162t282t3962tt32t .
We cannot analytically show that this expression is positive but a simulation over the allowable range for t and γ shows that it is positive.
0
1
0.5
0.6
0.7
0.8
t
0.260.280.30.320.34 g
Difference between Average Pricing with Private Label and National Brand versus
National Brand only